==================================================Ascend ============================= test session starts ============================== platform linux -- Python 3.9.19, pytest-6.2.5, py-1.11.0, pluggy-1.5.0 rootdir: /home/jenkins/mindspore/testcases/testcases/tests/st/mint, configfile: ../../../../../../sault/virtual_test/virtualenv_004/sault/config/pytest.ini plugins: mock-3.14.0, hydra-core-1.3.2, forked-1.6.0, anyio-4.9.0, xdist-1.32.0 collected 18 items test_unsqueeze.py . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape0-0-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape0-0-pynative],max_mem:2.0M TotalTime = 0.555148, [30] [bootstrap]: 0.208657 [type_inference]: 0.250786 [event_method]: 1.602e-05 [auto_monad]: 0.00015385 [graph_reusing]: 7.06001e-06 [pre_auto_parallel]: 1.283e-05 [py_interpret_to_execute]: 3.856e-05 [rewriter_before_opt_a]: 6.929e-05 [expand_dump_flag]: 3.17002e-06 [jit_opt_a]: 0.050828, [2] [Cycle 1]: 0.0020614, [27] [switch_simplify]: 5.48e-05 [loop_unroll]: 2.426e-05 [a_1]: 0.0005256 [with_stream_mark]: 3.218e-05 [recompute_prepare]: 1.013e-05 [updatestate_depend_eliminate]: 7.98999e-06 [updatestate_assign_eliminate]: 7.81001e-06 [updatestate_loads_eliminate]: 5.08002e-06 [parameter_eliminate]: 1.94999e-06 [specialize_transform]: 9.49e-06 [updatestate_useless_node_eliminater]: 1.172e-05 [accelerated_algorithm]: 8.72e-06 [meta_shard_fg_expand]: 2.78e-06 [get_grad_eliminate_]: 8.97e-06 [merge_forward]: 5.71e-06 [cell_reuse_recompute_pass]: 1.66998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.51e-05 [j_node_and_user_rematch]: 1.351e-05 [meta_fg_expand]: 3.89002e-06 [replace_old_param]: 1.403e-05 [inline_without_move]: 7.97e-06 [renormalize]: 0.00096022 [add_forward_monad_depend]: 9.54e-06 [auto_monad_grad]: 2.58998e-06 [auto_monad_eliminator]: 2.307e-05 [cse]: 5.148e-05 [replace_applicator]: 1.785e-05 [Cycle 2]: 0.00051755, [27] [switch_simplify]: 1.07e-05 [loop_unroll]: 9.36e-06 [a_1]: 0.00018499 [with_stream_mark]: 1.221e-05 [recompute_prepare]: 8.67e-06 [updatestate_depend_eliminate]: 5.71e-06 [updatestate_assign_eliminate]: 4.32e-06 [updatestate_loads_eliminate]: 4.61002e-06 [parameter_eliminate]: 1.00001e-06 [specialize_transform]: 9.00999e-06 [updatestate_useless_node_eliminater]: 1.172e-05 [accelerated_algorithm]: 9.32999e-06 [meta_shard_fg_expand]: 1.91e-06 [get_grad_eliminate_]: 8.48001e-06 [merge_forward]: 5.42001e-06 [cell_reuse_recompute_pass]: 1.87999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.831e-05 [j_node_and_user_rematch]: 1.4e-05 [meta_fg_expand]: 2.96001e-06 [replace_old_param]: 1.213e-05 [inline_without_move]: 8.90999e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 1.74998e-06 [auto_monad_grad]: 1.42e-06 [auto_monad_eliminator]: 1.244e-05 [cse]: 1.85e-05 [replace_applicator]: 8.27e-06 [py_interpret_to_execute_after_opt_a]: 1.585e-05 [rewriter_after_opt_a]: 0.00057124 [convert_after_rewriter]: 1.588e-05 [order_py_execute_after_rewriter]: 8.38999e-06 [mutable_eliminate]: 0.00077824 [jit_opt_b]: 7.493e-05, [1] [Cycle 1]: 6.536e-05, [2] [frontend_op_eliminate]: 2.72e-05 [inline_after_opt_a]: 2.422e-05 [cconv]: 3.45e-05 [loop_unroll]: 0.0410339 [jit_opt_after_cconv]: 0.00030032, [1] [Cycle 1]: 0.00028576, [11] [c_1]: 7.393e-05 [parameter_eliminate]: 8.74003e-06 [updatestate_depend_eliminate]: 1.967e-05 [updatestate_assign_eliminate]: 7.21001e-06 [updatestate_loads_eliminate]: 5.87001e-06 [cse]: 5.518e-05 [call_graph_tuple_transform]: 2.819e-05 [tuple_list_get_item_eliminator]: 9.61e-06 [none_parameter_eliminate]: 1.82999e-06 [renormalize]: 1.06002e-06 [switch_simplify]: 1.104e-05 [remove_dup_value]: 2.545e-05 [partial_unused_args_eliminate]: 2.74001e-06 [environ_conv]: 2.843e-05 [add_recomputation]: 9.17e-05 [cse_after_recomputation]: 3.823e-05, [1] [Cycle 1]: 2.89e-05, [1] [cse]: 2.01e-05 [auto_monad_reorder]: 4.002e-05 [get_jit_bprop_graph]: 2.43e-06 [rewriter_after_jit_bprop_graph]: 0.00016621 [opt_after_jit_grad]: 0.00076914 [symbol_engine_optimizer]: 0.00011278, [1] [Cycle 1]: 0.00010392, [6] [build]: 8.28999e-06 [elim_shapecalc]: 1.33e-05 [elim_not_effective]: 2.408e-05 [opt_reshape]: 9.89999e-06 [fold_const_symbol]: 1.527e-05 [renormalize]: 1.07e-06 [validate]: 9.238e-05 Sums bootstrap : 0.208657s : 41.23% type_inference : 0.250786s : 49.56% event_method : 0.000016s : 0.00% auto_monad : 0.000154s : 0.03% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000013s : 0.00% py_interpret_to_execute : 0.000039s : 0.01% rewriter_before_opt_a : 0.000069s : 0.01% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000066s : 0.01% jit_opt_a.loop_unroll : 0.000034s : 0.01% jit_opt_a.a_1 : 0.000711s : 0.14% jit_opt_a.with_stream_mark : 0.000044s : 0.01% jit_opt_a.recompute_prepare : 0.000019s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000018s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.00% jit_opt_a.accelerated_algorithm : 0.000018s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.00% jit_opt_a.merge_forward : 0.000011s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.01% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.00% jit_opt_a.renormalize : 0.000960s : 0.19% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000036s : 0.01% jit_opt_a.cse : 0.000070s : 0.01% jit_opt_a.replace_applicator : 0.000026s : 0.01% py_interpret_to_execute_after_opt_a : 0.000016s : 0.00% rewriter_after_opt_a : 0.000571s : 0.11% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000778s : 0.15% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.01% jit_opt_b.inline_after_opt_a : 0.000024s : 0.00% cconv : 0.000035s : 0.01% loop_unroll : 0.041034s : 8.11% jit_opt_after_cconv.c_1 : 0.000074s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000020s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000055s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000028s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000011s : 0.00% remove_dup_value : 0.000025s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000028s : 0.01% add_recomputation : 0.000092s : 0.02% cse_after_recomputation.cse : 0.000020s : 0.00% auto_monad_reorder : 0.000040s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000166s : 0.03% opt_after_jit_grad : 0.000769s : 0.15% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000024s : 0.00% 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 : 0.000092s : 0.02% Time group info: ------[substitution.] 0.000260 44 3.72% : 0.000010s : 2: substitution.depend_value_elim 1.13% : 0.000003s : 4: substitution.elim_not_effective 1.14% : 0.000003s : 4: substitution.fold_const_symbol 3.14% : 0.000008s : 5: substitution.graph_param_transform 73.64% : 0.000192s : 3: substitution.inline 1.87% : 0.000005s : 8: substitution.j_node_and_user_rematch 2.77% : 0.000007s : 8: substitution.remove_not_recompute_node 2.51% : 0.000007s : 2: substitution.replace_old_param 5.46% : 0.000014s : 3: substitution.updatestate_pure_node_eliminater 4.61% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.250705 2 99.70% : 0.249948s : 1: type_inference.infer 0.30% : 0.000757s : 1: type_inference.specialize ------[replace.] 0.000034 3 100.00% : 0.000034s : 3: replace.inline ------[match.] 0.000189 3 100.00% : 0.000189s : 3: match.inline ------[predicate.] 0.000171 825 1.19% : 0.000002s : 12: predicate.accumulaten_eliminater 2.68% : 0.000005s : 5: predicate.ad_related_special_op_eliminate 0.97% : 0.000002s : 12: predicate.addn_check_dump 1.42% : 0.000002s : 12: predicate.addn_zero_filter 2.52% : 0.000004s : 12: predicate.arithmetic_simplify 1.20% : 0.000002s : 12: predicate.cast_eliminate 0.64% : 0.000001s : 5: predicate.check_bprop_eliminate 1.05% : 0.000002s : 12: predicate.compare_switch_simplify 1.19% : 0.000002s : 12: predicate.depend_value_elim 1.32% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.32% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.41% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.27% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.47% : 0.000001s : 5: predicate.elim_not_effective 0.93% : 0.000002s : 5: predicate.elim_shapecalc_of_broadcastargs 0.98% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.24% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.91% : 0.000002s : 12: predicate.environ_get_depend_swap 1.04% : 0.000002s : 12: predicate.environ_get_eliminate 0.98% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.44% : 0.000002s : 10: predicate.get_grad_eliminate 0.37% : 0.000001s : 5: predicate.graph_param_transform 4.84% : 0.000008s : 25: predicate.inline 1.31% : 0.000002s : 10: predicate.inline_without_move 0.48% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.49% : 0.000003s : 10: predicate.less_batch_normalization 1.13% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.91% : 0.000003s : 17: predicate.load_eliminater 6.01% : 0.000010s : 5: predicate.loop_unroll_after_grad 2.51% : 0.000004s : 25: predicate.loop_unroll_before_grad 2.11% : 0.000004s : 17: predicate.make_slice_get_slice_eliminator 0.97% : 0.000002s : 12: predicate.merge_addn 1.00% : 0.000002s : 12: predicate.minmaximum_grad 2.14% : 0.000004s : 5: predicate.mutable_eliminate 0.74% : 0.000001s : 5: predicate.opt_reshape 1.80% : 0.000003s : 17: predicate.partial_eliminate 1.11% : 0.000002s : 12: predicate.print_const_string_wrapper 1.39% : 0.000002s : 12: predicate.reduce_eliminate 1.36% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.59% : 0.000001s : 10: predicate.remove_not_recompute_node 1.39% : 0.000002s : 22: predicate.replace_applicator 0.61% : 0.000001s : 10: predicate.replace_old_param 0.37% : 0.000001s : 5: predicate.reset_defer_inline 1.17% : 0.000002s : 12: predicate.reshape_eliminate 0.99% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.81% : 0.000001s : 5: predicate.row_tensor_eliminate 1.48% : 0.000003s : 12: predicate.same_eliminate 0.57% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.29% : 0.000002s : 10: predicate.special_op_eliminate 1.21% : 0.000002s : 10: predicate.specialize_transform 1.22% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.13% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.58% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.70% : 0.000003s : 15: predicate.switch_defer_inline 1.42% : 0.000002s : 15: predicate.switch_layer_defer_inline 5.58% : 0.000010s : 45: predicate.switch_simplify 1.19% : 0.000002s : 12: predicate.tile_eliminate 1.34% : 0.000002s : 12: predicate.transpose_eliminate 1.43% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.10% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.30% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.36% : 0.000002s : 12: predicate.tuple_list_set_item_eliminator 1.12% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.82% : 0.000003s : 17: predicate.updatestate_pure_node_eliminater 3.30% : 0.000006s : 27: predicate.updatestate_useless_node_eliminater 1.39% : 0.000002s : 12: predicate.value_based_eliminate 0.48% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.93% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000422 6 5.19% : 0.000022s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.81% : 0.000400s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.557170 72 0.02% : 0.000096s : 1: add_recomputation 0.03% : 0.000160s : 1: auto_monad 0.01% : 0.000043s : 1: auto_monad_reorder 37.46% : 0.208688s : 1: bootstrap 0.01% : 0.000037s : 1: cconv 0.00% : 0.000019s : 1: convert_after_rewriter 0.01% : 0.000041s : 1: cse_after_recomputation 0.01% : 0.000031s : 1: environ_conv 0.00% : 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 9.12% : 0.050832s : 1: jit_opt_a 0.05% : 0.000306s : 1: jit_opt_after_cconv 0.01% : 0.000078s : 1: jit_opt_b 7.37% : 0.041066s : 1: loop_unroll 0.14% : 0.000788s : 1: mutable_eliminate 0.18% : 0.001003s : 26: opt.transform.jit_opt_a 0.02% : 0.000117s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000044s : 4: opt.transform.jit_opt_b 0.01% : 0.000051s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000023s : 1: opt.transform.mutable_eliminate 0.01% : 0.000045s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000058s : 4: opt.transform.symbol_engine_opt 0.14% : 0.000787s : 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% : 0.000016s : 1: pre_auto_parallel 0.01% : 0.000042s : 1: py_interpret_to_execute 0.00% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000029s : 1: remove_dup_value 0.10% : 0.000547s : 1: renormalize.infer 0.07% : 0.000404s : 1: renormalize.specialize 0.03% : 0.000171s : 1: rewriter_after_jit_bprop_graph 0.10% : 0.000577s : 1: rewriter_after_opt_a 0.01% : 0.000072s : 1: rewriter_before_opt_a 0.02% : 0.000116s : 1: symbol_engine_optimizer 45.01% : 0.250807s : 1: type_inference TotalTime = 1.09069, [30] [bootstrap]: 0.00052235 [type_inference]: 0.436947 [event_method]: 0.00016597 [auto_monad]: 0.00036406 [graph_reusing]: 1.107e-05 [pre_auto_parallel]: 3.9e-06 [py_interpret_to_execute]: 5.543e-05 [rewriter_before_opt_a]: 0.00015385 [expand_dump_flag]: 4.50999e-06 [jit_opt_a]: 0.648798, [3] [Cycle 1]: 0.614802, [27] [switch_simplify]: 0.00023279 [loop_unroll]: 6.059e-05 [a_1]: 0.00151611 [with_stream_mark]: 4.218e-05 [recompute_prepare]: 3.423e-05 [updatestate_depend_eliminate]: 1.475e-05 [updatestate_assign_eliminate]: 1.099e-05 [updatestate_loads_eliminate]: 9.70002e-06 [parameter_eliminate]: 3.26001e-06 [specialize_transform]: 2.212e-05 [updatestate_useless_node_eliminater]: 2.448e-05 [accelerated_algorithm]: 1.955e-05 [meta_shard_fg_expand]: 6.16998e-06 [get_grad_eliminate_]: 1.921e-05 [merge_forward]: 1.258e-05 [cell_reuse_recompute_pass]: 1.66002e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.008e-05 [j_node_and_user_rematch]: 0.19614 [meta_fg_expand]: 0.203961 [replace_old_param]: 0.00012943 [inline_without_move]: 0.00012249 [renormalize]: 0.211121 [add_forward_monad_depend]: 3.32e-05 [auto_monad_grad]: 1.389e-05 [auto_monad_eliminator]: 0.00011078 [cse]: 0.00040726 [replace_applicator]: 0.00024684 [Cycle 2]: 0.0288629, [27] [switch_simplify]: 7.236e-05 [loop_unroll]: 6.16e-05 [a_1]: 0.00124129 [with_stream_mark]: 3.666e-05 [recompute_prepare]: 1.807e-05 [updatestate_depend_eliminate]: 3.724e-05 [updatestate_assign_eliminate]: 5.88998e-06 [updatestate_loads_eliminate]: 5.27001e-06 [parameter_eliminate]: 2.86e-06 [specialize_transform]: 1.134e-05 [updatestate_useless_node_eliminater]: 1.393e-05 [accelerated_algorithm]: 9.82001e-06 [meta_shard_fg_expand]: 3.36999e-06 [get_grad_eliminate_]: 9.04998e-06 [merge_forward]: 6.06003e-06 [cell_reuse_recompute_pass]: 1.47001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.985e-05 [j_node_and_user_rematch]: 1.383e-05 [meta_fg_expand]: 0.00013276 [replace_old_param]: 1.682e-05 [inline_without_move]: 0.00027066 [renormalize]: 0.0126625 [add_forward_monad_depend]: 1.338e-05 [auto_monad_grad]: 2.59999e-06 [auto_monad_eliminator]: 3.293e-05 [cse]: 4.963e-05 [replace_applicator]: 3.13e-05 [Cycle 3]: 0.0006178, [27] [switch_simplify]: 1.079e-05 [loop_unroll]: 9.64e-06 [a_1]: 0.00020882 [with_stream_mark]: 2.388e-05 [recompute_prepare]: 1.075e-05 [updatestate_depend_eliminate]: 8.89e-06 [updatestate_assign_eliminate]: 5.83002e-06 [updatestate_loads_eliminate]: 5.14e-06 [parameter_eliminate]: 2.19001e-06 [specialize_transform]: 1.078e-05 [updatestate_useless_node_eliminater]: 1.317e-05 [accelerated_algorithm]: 1.066e-05 [meta_shard_fg_expand]: 2.99999e-06 [get_grad_eliminate_]: 8.10999e-06 [merge_forward]: 6.79999e-06 [cell_reuse_recompute_pass]: 3.11999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.253e-05 [j_node_and_user_rematch]: 1.542e-05 [meta_fg_expand]: 4.40999e-06 [replace_old_param]: 1.379e-05 [inline_without_move]: 9.36e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 3.76001e-06 [auto_monad_grad]: 1.97999e-06 [auto_monad_eliminator]: 1.557e-05 [cse]: 2.916e-05 [replace_applicator]: 1.001e-05 [py_interpret_to_execute_after_opt_a]: 2.422e-05 [rewriter_after_opt_a]: 0.00031576 [convert_after_rewriter]: 1.66e-05 [order_py_execute_after_rewriter]: 7.50998e-06 [mutable_eliminate]: 0.00095836 [jit_opt_b]: 9.226e-05, [1] [Cycle 1]: 8.049e-05, [2] [frontend_op_eliminate]: 3.21e-05 [inline_after_opt_a]: 3.099e-05 [cconv]: 4.035e-05 [loop_unroll]: 0.00060109 [jit_opt_after_cconv]: 0.00026389, [1] [Cycle 1]: 0.00025566, [11] [c_1]: 5.835e-05 [parameter_eliminate]: 5.54e-06 [updatestate_depend_eliminate]: 1.51e-05 [updatestate_assign_eliminate]: 7.03e-06 [updatestate_loads_eliminate]: 4.99e-06 [cse]: 4.976e-05 [call_graph_tuple_transform]: 2.896e-05 [tuple_list_get_item_eliminator]: 1.108e-05 [none_parameter_eliminate]: 1.77999e-06 [renormalize]: 1.00999e-06 [switch_simplify]: 1.087e-05 [remove_dup_value]: 2.75e-05 [partial_unused_args_eliminate]: 3.23998e-06 [environ_conv]: 1.043e-05 [add_recomputation]: 8.443e-05 [cse_after_recomputation]: 4.487e-05, [1] [Cycle 1]: 3.515e-05, [1] [cse]: 2.356e-05 [auto_monad_reorder]: 3.414e-05 [get_jit_bprop_graph]: 2.76999e-06 [rewriter_after_jit_bprop_graph]: 9.78998e-06 [opt_after_jit_grad]: 0.00066345 [symbol_engine_optimizer]: 0.00011475, [1] [Cycle 1]: 0.00010487, [6] [build]: 7.46999e-06 [elim_shapecalc]: 1.326e-05 [elim_not_effective]: 2.499e-05 [opt_reshape]: 9.81998e-06 [fold_const_symbol]: 1.482e-05 [renormalize]: 7.49977e-07 [validate]: 6.207e-05 Sums bootstrap : 0.000522s : 0.05% type_inference : 0.436947s : 40.80% event_method : 0.000166s : 0.02% auto_monad : 0.000364s : 0.03% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000055s : 0.01% rewriter_before_opt_a : 0.000154s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000316s : 0.03% jit_opt_a.loop_unroll : 0.000132s : 0.01% jit_opt_a.a_1 : 0.002966s : 0.28% jit_opt_a.with_stream_mark : 0.000103s : 0.01% jit_opt_a.recompute_prepare : 0.000063s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000061s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000008s : 0.00% jit_opt_a.specialize_transform : 0.000044s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000052s : 0.00% jit_opt_a.accelerated_algorithm : 0.000040s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000013s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.00% jit_opt_a.merge_forward : 0.000025s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000082s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.196169s : 18.32% jit_opt_a.meta_fg_expand : 0.204098s : 19.06% jit_opt_a.replace_old_param : 0.000160s : 0.01% jit_opt_a.inline_without_move : 0.000403s : 0.04% jit_opt_a.renormalize : 0.223784s : 20.89% jit_opt_a.add_forward_monad_depend : 0.000050s : 0.00% jit_opt_a.auto_monad_grad : 0.000018s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000159s : 0.01% jit_opt_a.cse : 0.000486s : 0.05% jit_opt_a.replace_applicator : 0.000288s : 0.03% py_interpret_to_execute_after_opt_a : 0.000024s : 0.00% rewriter_after_opt_a : 0.000316s : 0.03% convert_after_rewriter : 0.000017s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000958s : 0.09% jit_opt_b.frontend_op_eliminate : 0.000032s : 0.00% jit_opt_b.inline_after_opt_a : 0.000031s : 0.00% cconv : 0.000040s : 0.00% loop_unroll : 0.000601s : 0.06% jit_opt_after_cconv.c_1 : 0.000058s : 0.01% 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 : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000050s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000029s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000011s : 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 : 0.000011s : 0.00% remove_dup_value : 0.000028s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000084s : 0.01% cse_after_recomputation.cse : 0.000024s : 0.00% auto_monad_reorder : 0.000034s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000663s : 0.06% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.00% 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 : 0.000062s : 0.01% Time group info: ------[substitution.] 0.001833 170 1.42% : 0.000026s : 8: substitution.depend_value_elim 0.20% : 0.000004s : 4: substitution.elim_not_effective 0.12% : 0.000002s : 4: substitution.fold_const_symbol 45.05% : 0.000826s : 4: substitution.getattr_setattr_resolve 0.43% : 0.000008s : 5: substitution.graph_param_transform 33.52% : 0.000614s : 16: substitution.inline 2.11% : 0.000039s : 4: substitution.inline_without_move 1.65% : 0.000030s : 20: substitution.j_node_and_user_rematch 0.53% : 0.000010s : 5: substitution.minmaximum_grad 1.09% : 0.000020s : 9: substitution.partial_eliminate 0.85% : 0.000016s : 20: substitution.remove_not_recompute_node 3.47% : 0.000064s : 12: substitution.replace_applicator 0.96% : 0.000018s : 16: substitution.replace_old_param 0.24% : 0.000004s : 1: substitution.set_cell_output_no_recompute 0.79% : 0.000015s : 3: substitution.switch_simplify 1.14% : 0.000021s : 5: substitution.tuple_list_convert_item_index_to_positive 0.79% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 2.02% : 0.000037s : 8: substitution.tuple_list_get_item_eliminator 1.31% : 0.000024s : 8: substitution.updatestate_pure_node_eliminater 2.30% : 0.000042s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.436840 2 99.43% : 0.434330s : 1: type_inference.infer 0.57% : 0.002510s : 1: type_inference.specialize ------[replace.] 0.000503 27 13.98% : 0.000070s : 3: replace.getattr_setattr_resolve 30.71% : 0.000155s : 16: replace.inline 12.96% : 0.000065s : 1: replace.replace_applicator 15.46% : 0.000078s : 3: replace.switch_simplify 20.75% : 0.000104s : 3: replace.tuple_list_get_item_eliminator 6.13% : 0.000031s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001416 27 53.23% : 0.000754s : 3: match.getattr_setattr_resolve 42.64% : 0.000604s : 16: match.inline 1.38% : 0.000020s : 1: match.replace_applicator 0.88% : 0.000013s : 3: match.switch_simplify 0.59% : 0.000008s : 3: match.tuple_list_get_item_eliminator 1.27% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000535 3164 1.34% : 0.000007s : 50: predicate.accumulaten_eliminater 0.55% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.23% : 0.000007s : 50: predicate.addn_check_dump 1.45% : 0.000008s : 50: predicate.addn_zero_filter 2.01% : 0.000011s : 50: predicate.arithmetic_simplify 1.32% : 0.000007s : 50: predicate.cast_eliminate 0.23% : 0.000001s : 5: predicate.check_bprop_eliminate 1.27% : 0.000007s : 50: predicate.compare_switch_simplify 1.47% : 0.000008s : 50: predicate.depend_value_elim 1.24% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.37% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.33% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.42% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.15% : 0.000001s : 5: predicate.elim_not_effective 0.25% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.33% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.39% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.30% : 0.000007s : 50: predicate.environ_get_depend_swap 1.37% : 0.000007s : 50: predicate.environ_get_eliminate 1.37% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.09% : 0.000000s : 5: predicate.fold_const_symbol 1.00% : 0.000005s : 26: predicate.get_grad_eliminate 1.31% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000000s : 5: predicate.graph_param_transform 4.01% : 0.000021s : 80: predicate.inline 4.35% : 0.000023s : 87: predicate.inline_without_move 0.74% : 0.000004s : 26: predicate.j_node_and_user_rematch 1.25% : 0.000007s : 26: predicate.less_batch_normalization 1.41% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.57% : 0.000008s : 58: predicate.load_eliminater 0.65% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.73% : 0.000020s : 132: predicate.loop_unroll_before_grad 1.60% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.23% : 0.000007s : 50: predicate.merge_addn 1.25% : 0.000007s : 50: predicate.minmaximum_grad 0.97% : 0.000005s : 5: predicate.mutable_eliminate 0.27% : 0.000001s : 5: predicate.opt_reshape 2.08% : 0.000011s : 58: predicate.partial_eliminate 1.42% : 0.000008s : 50: predicate.print_const_string_wrapper 1.64% : 0.000009s : 50: predicate.reduce_eliminate 1.44% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.49% : 0.000003s : 26: predicate.remove_not_recompute_node 2.54% : 0.000014s : 126: predicate.replace_applicator 1.52% : 0.000008s : 87: predicate.replace_old_param 0.16% : 0.000001s : 5: predicate.reset_defer_inline 1.32% : 0.000007s : 50: predicate.reshape_eliminate 1.31% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.37% : 0.000002s : 5: predicate.row_tensor_eliminate 1.51% : 0.000008s : 50: predicate.same_eliminate 0.58% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.36% : 0.000002s : 10: predicate.special_op_eliminate 1.13% : 0.000006s : 26: predicate.specialize_transform 1.76% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.29% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.18% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.71% : 0.000014s : 70: predicate.switch_defer_inline 2.05% : 0.000011s : 70: predicate.switch_layer_defer_inline 7.38% : 0.000039s : 213: predicate.switch_simplify 1.28% : 0.000007s : 50: predicate.tile_eliminate 1.26% : 0.000007s : 50: predicate.transpose_eliminate 1.80% : 0.000010s : 50: predicate.tuple_list_convert_item_index_to_positive 1.57% : 0.000008s : 50: predicate.tuple_list_get_item_depend_reorder 3.07% : 0.000016s : 63: predicate.tuple_list_get_item_eliminator 1.85% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.46% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.61% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 2.65% : 0.000014s : 85: predicate.updatestate_useless_node_eliminater 1.75% : 0.000009s : 50: predicate.value_based_eliminate 0.13% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.40% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004376 47 58.40% : 0.002555s : 20: func_graph_cloner_run.FuncGraphClonerGraph 41.60% : 0.001820s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.516233 89 0.01% : 0.000090s : 1: add_recomputation 0.02% : 0.000373s : 1: auto_monad 0.00% : 0.000039s : 1: auto_monad_reorder 0.04% : 0.000552s : 1: bootstrap 0.00% : 0.000044s : 1: cconv 0.00% : 0.000022s : 1: convert_after_rewriter 0.00% : 0.000048s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.01% : 0.000176s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 42.79% : 0.648803s : 1: jit_opt_a 0.02% : 0.000269s : 1: jit_opt_after_cconv 0.01% : 0.000097s : 1: jit_opt_b 0.04% : 0.000617s : 1: loop_unroll 0.06% : 0.000976s : 1: mutable_eliminate 13.23% : 0.200665s : 39: opt.transform.jit_opt_a 0.01% : 0.000104s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000052s : 4: opt.transform.jit_opt_b 0.00% : 0.000023s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000032s : 1: opt.transform.mutable_eliminate 0.00% : 0.000038s : 1: opt.transform.opt_after_jit_grad 0.06% : 0.000964s : 2: opt.transform.opt_resolve 0.00% : 0.000058s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000677s : 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% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000059s : 1: py_interpret_to_execute 0.00% : 0.000027s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000031s : 1: remove_dup_value 14.43% : 0.218777s : 2: renormalize.infer 0.33% : 0.004969s : 2: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000325s : 1: rewriter_after_opt_a 0.01% : 0.000158s : 1: rewriter_before_opt_a 0.01% : 0.000118s : 1: symbol_engine_optimizer 28.82% : 0.436975s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape0-0-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape0-0-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape1-1-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape1-1-pynative],max_mem:4.0M TotalTime = 0.0918614, [30] [bootstrap]: 0.00071531 [type_inference]: 0.0638791 [event_method]: 1.616e-05 [auto_monad]: 0.0002088 [graph_reusing]: 7.22002e-06 [pre_auto_parallel]: 2.56e-06 [py_interpret_to_execute]: 2.646e-05 [rewriter_before_opt_a]: 5.98e-05 [expand_dump_flag]: 3.61001e-06 [jit_opt_a]: 0.007261, [2] [Cycle 1]: 0.00192809, [27] [switch_simplify]: 5.386e-05 [loop_unroll]: 2.264e-05 [a_1]: 0.00049646 [with_stream_mark]: 2.85e-05 [recompute_prepare]: 1.098e-05 [updatestate_depend_eliminate]: 7.41001e-06 [updatestate_assign_eliminate]: 5.82999e-06 [updatestate_loads_eliminate]: 4.99e-06 [parameter_eliminate]: 1.77999e-06 [specialize_transform]: 9.64e-06 [updatestate_useless_node_eliminater]: 1.135e-05 [accelerated_algorithm]: 8.54e-06 [meta_shard_fg_expand]: 3.81001e-06 [get_grad_eliminate_]: 7.78001e-06 [merge_forward]: 5.94999e-06 [cell_reuse_recompute_pass]: 1.44e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.015e-05 [j_node_and_user_rematch]: 1.31e-05 [meta_fg_expand]: 3.96001e-06 [replace_old_param]: 1.25e-05 [inline_without_move]: 7.85e-06 [renormalize]: 0.00090592 [add_forward_monad_depend]: 1.015e-05 [auto_monad_grad]: 3.00002e-06 [auto_monad_eliminator]: 2.451e-05 [cse]: 3.77e-05 [replace_applicator]: 1.812e-05 [Cycle 2]: 0.00049249, [27] [switch_simplify]: 1.01e-05 [loop_unroll]: 7.97e-06 [a_1]: 0.00017315 [with_stream_mark]: 1.244e-05 [recompute_prepare]: 8.48001e-06 [updatestate_depend_eliminate]: 5.65001e-06 [updatestate_assign_eliminate]: 4.75999e-06 [updatestate_loads_eliminate]: 4.41002e-06 [parameter_eliminate]: 1.10999e-06 [specialize_transform]: 1.514e-05 [updatestate_useless_node_eliminater]: 1.076e-05 [accelerated_algorithm]: 7.78001e-06 [meta_shard_fg_expand]: 1.96e-06 [get_grad_eliminate_]: 7.73999e-06 [merge_forward]: 4.83001e-06 [cell_reuse_recompute_pass]: 1.59998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.711e-05 [j_node_and_user_rematch]: 1.272e-05 [meta_fg_expand]: 3.00998e-06 [replace_old_param]: 1.046e-05 [inline_without_move]: 7.4e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 1.29e-06 [auto_monad_grad]: 1.15999e-06 [auto_monad_eliminator]: 1.119e-05 [cse]: 1.681e-05 [replace_applicator]: 8.68001e-06 [py_interpret_to_execute_after_opt_a]: 1.498e-05 [rewriter_after_opt_a]: 0.0166028 [convert_after_rewriter]: 3.621e-05 [order_py_execute_after_rewriter]: 9.86998e-06 [mutable_eliminate]: 0.00086801 [jit_opt_b]: 8.507e-05, [1] [Cycle 1]: 7.342e-05, [2] [frontend_op_eliminate]: 3.063e-05 [inline_after_opt_a]: 2.815e-05 [cconv]: 4.408e-05 [loop_unroll]: 0.00049064 [jit_opt_after_cconv]: 0.00024288, [1] [Cycle 1]: 0.00023541, [11] [c_1]: 5.619e-05 [parameter_eliminate]: 4.87e-06 [updatestate_depend_eliminate]: 1.196e-05 [updatestate_assign_eliminate]: 6.50002e-06 [updatestate_loads_eliminate]: 5.84e-06 [cse]: 4.541e-05 [call_graph_tuple_transform]: 2.644e-05 [tuple_list_get_item_eliminator]: 9.35001e-06 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 1.19e-06 [switch_simplify]: 9.24e-06 [remove_dup_value]: 2.101e-05 [partial_unused_args_eliminate]: 2.71e-06 [environ_conv]: 9.64e-06 [add_recomputation]: 7.715e-05 [cse_after_recomputation]: 3.097e-05, [1] [Cycle 1]: 2.417e-05, [1] [cse]: 1.717e-05 [auto_monad_reorder]: 2.722e-05 [get_jit_bprop_graph]: 2.81e-06 [rewriter_after_jit_bprop_graph]: 0.0001603 [opt_after_jit_grad]: 0.00053422 [symbol_engine_optimizer]: 0.00010427, [1] [Cycle 1]: 9.494e-05, [6] [build]: 7.36001e-06 [elim_shapecalc]: 1.199e-05 [elim_not_effective]: 1.959e-05 [opt_reshape]: 9.29998e-06 [fold_const_symbol]: 1.443e-05 [renormalize]: 1.04e-06 [validate]: 5.895e-05 Sums bootstrap : 0.000715s : 0.83% type_inference : 0.063879s : 74.02% event_method : 0.000016s : 0.02% auto_monad : 0.000209s : 0.24% graph_reusing : 0.000007s : 0.01% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000026s : 0.03% rewriter_before_opt_a : 0.000060s : 0.07% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000064s : 0.07% jit_opt_a.loop_unroll : 0.000031s : 0.04% jit_opt_a.a_1 : 0.000670s : 0.78% jit_opt_a.with_stream_mark : 0.000041s : 0.05% jit_opt_a.recompute_prepare : 0.000019s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.02% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.01% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000025s : 0.03% jit_opt_a.updatestate_useless_node_eliminater : 0.000022s : 0.03% jit_opt_a.accelerated_algorithm : 0.000016s : 0.02% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.02% jit_opt_a.merge_forward : 0.000011s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000037s : 0.04% jit_opt_a.j_node_and_user_rematch : 0.000026s : 0.03% jit_opt_a.meta_fg_expand : 0.000007s : 0.01% jit_opt_a.replace_old_param : 0.000023s : 0.03% jit_opt_a.inline_without_move : 0.000015s : 0.02% jit_opt_a.renormalize : 0.000906s : 1.05% 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 : 0.000036s : 0.04% jit_opt_a.cse : 0.000055s : 0.06% jit_opt_a.replace_applicator : 0.000027s : 0.03% py_interpret_to_execute_after_opt_a : 0.000015s : 0.02% rewriter_after_opt_a : 0.016603s : 19.24% convert_after_rewriter : 0.000036s : 0.04% order_py_execute_after_rewriter : 0.000010s : 0.01% mutable_eliminate : 0.000868s : 1.01% jit_opt_b.frontend_op_eliminate : 0.000031s : 0.04% jit_opt_b.inline_after_opt_a : 0.000028s : 0.03% cconv : 0.000044s : 0.05% loop_unroll : 0.000491s : 0.57% jit_opt_after_cconv.c_1 : 0.000056s : 0.07% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.01% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.01% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.01% jit_opt_after_cconv.cse : 0.000045s : 0.05% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.03% 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 : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.01% remove_dup_value : 0.000021s : 0.02% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.01% add_recomputation : 0.000077s : 0.09% cse_after_recomputation.cse : 0.000017s : 0.02% auto_monad_reorder : 0.000027s : 0.03% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000160s : 0.19% opt_after_jit_grad : 0.000534s : 0.62% symbol_engine_optimizer.build : 0.000007s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.02% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.02% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000059s : 0.07% Time group info: ------[substitution.] 0.000237 44 3.94% : 0.000009s : 2: substitution.depend_value_elim 1.26% : 0.000003s : 4: substitution.elim_not_effective 1.22% : 0.000003s : 4: substitution.fold_const_symbol 3.72% : 0.000009s : 5: substitution.graph_param_transform 74.47% : 0.000177s : 3: substitution.inline 1.99% : 0.000005s : 8: substitution.j_node_and_user_rematch 2.98% : 0.000007s : 8: substitution.remove_not_recompute_node 1.83% : 0.000004s : 2: substitution.replace_old_param 4.90% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 3.68% : 0.000009s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.063797 2 98.93% : 0.063117s : 1: type_inference.infer 1.07% : 0.000680s : 1: type_inference.specialize ------[replace.] 0.000038 3 100.00% : 0.000038s : 3: replace.inline ------[match.] 0.000174 3 100.00% : 0.000174s : 3: match.inline ------[predicate.] 0.000152 825 1.21% : 0.000002s : 12: predicate.accumulaten_eliminater 1.82% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.03% : 0.000002s : 12: predicate.addn_check_dump 1.39% : 0.000002s : 12: predicate.addn_zero_filter 1.83% : 0.000003s : 12: predicate.arithmetic_simplify 1.18% : 0.000002s : 12: predicate.cast_eliminate 0.61% : 0.000001s : 5: predicate.check_bprop_eliminate 1.28% : 0.000002s : 12: predicate.compare_switch_simplify 1.28% : 0.000002s : 12: predicate.depend_value_elim 1.02% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.15% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.42% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.12% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.51% : 0.000001s : 5: predicate.elim_not_effective 0.72% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.06% : 0.000002s : 12: predicate.environ_add_const_eliminate 0.99% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.06% : 0.000002s : 12: predicate.environ_get_depend_swap 1.09% : 0.000002s : 12: predicate.environ_get_eliminate 1.13% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.37% : 0.000001s : 5: predicate.fold_const_symbol 1.23% : 0.000002s : 10: predicate.get_grad_eliminate 0.45% : 0.000001s : 5: predicate.graph_param_transform 5.30% : 0.000008s : 25: predicate.inline 1.19% : 0.000002s : 10: predicate.inline_without_move 0.49% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.70% : 0.000003s : 10: predicate.less_batch_normalization 1.17% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.83% : 0.000003s : 17: predicate.load_eliminater 2.00% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.72% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.89% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.05% : 0.000002s : 12: predicate.merge_addn 1.29% : 0.000002s : 12: predicate.minmaximum_grad 2.58% : 0.000004s : 5: predicate.mutable_eliminate 0.70% : 0.000001s : 5: predicate.opt_reshape 2.25% : 0.000003s : 17: predicate.partial_eliminate 1.00% : 0.000002s : 12: predicate.print_const_string_wrapper 1.44% : 0.000002s : 12: predicate.reduce_eliminate 1.14% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.91% : 0.000001s : 10: predicate.remove_not_recompute_node 1.65% : 0.000002s : 22: predicate.replace_applicator 0.78% : 0.000001s : 10: predicate.replace_old_param 0.68% : 0.000001s : 5: predicate.reset_defer_inline 1.28% : 0.000002s : 12: predicate.reshape_eliminate 1.21% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 1.28% : 0.000002s : 5: predicate.row_tensor_eliminate 1.11% : 0.000002s : 12: predicate.same_eliminate 0.64% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.49% : 0.000002s : 10: predicate.special_op_eliminate 1.34% : 0.000002s : 10: predicate.specialize_transform 1.30% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.13% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.93% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.77% : 0.000003s : 15: predicate.switch_defer_inline 1.59% : 0.000002s : 15: predicate.switch_layer_defer_inline 5.79% : 0.000009s : 45: predicate.switch_simplify 1.28% : 0.000002s : 12: predicate.tile_eliminate 1.13% : 0.000002s : 12: predicate.transpose_eliminate 1.33% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.22% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.87% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 2.14% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.32% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.61% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.38% : 0.000005s : 27: predicate.updatestate_useless_node_eliminater 1.50% : 0.000002s : 12: predicate.value_based_eliminate 0.47% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.17% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000379 6 7.42% : 0.000028s : 1: func_graph_cloner_run.FuncGraphClonerGraph 92.58% : 0.000351s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.093850 72 0.09% : 0.000080s : 1: add_recomputation 0.23% : 0.000214s : 1: auto_monad 0.03% : 0.000030s : 1: auto_monad_reorder 0.79% : 0.000741s : 1: bootstrap 0.05% : 0.000047s : 1: cconv 0.05% : 0.000042s : 1: convert_after_rewriter 0.04% : 0.000033s : 1: cse_after_recomputation 0.01% : 0.000012s : 1: environ_conv 0.02% : 0.000022s : 1: event_method 0.01% : 0.000006s : 1: expand_dump_flag 0.01% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000010s : 1: graph_reusing 7.74% : 0.007266s : 1: jit_opt_a 0.26% : 0.000246s : 1: jit_opt_after_cconv 0.09% : 0.000088s : 1: jit_opt_b 0.53% : 0.000499s : 1: loop_unroll 0.94% : 0.000880s : 1: mutable_eliminate 1.02% : 0.000957s : 26: opt.transform.jit_opt_a 0.10% : 0.000097s : 4: opt.transform.jit_opt_after_cconv 0.05% : 0.000050s : 4: opt.transform.jit_opt_b 0.02% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.03% : 0.000028s : 1: opt.transform.mutable_eliminate 0.04% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.05% : 0.000051s : 4: opt.transform.symbol_engine_opt 0.58% : 0.000545s : 1: opt_after_jit_grad 0.01% : 0.000013s : 1: order_py_execute_after_rewriter 0.01% : 0.000005s : 1: partial_unused_args_eliminate 0.01% : 0.000005s : 1: pre_auto_parallel 0.03% : 0.000029s : 1: py_interpret_to_execute 0.02% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.03% : 0.000024s : 1: remove_dup_value 0.53% : 0.000501s : 1: renormalize.infer 0.42% : 0.000396s : 1: renormalize.specialize 0.18% : 0.000165s : 1: rewriter_after_jit_bprop_graph 17.71% : 0.016623s : 1: rewriter_after_opt_a 0.07% : 0.000063s : 1: rewriter_before_opt_a 0.11% : 0.000107s : 1: symbol_engine_optimizer 68.09% : 0.063898s : 1: type_inference TotalTime = 0.531551, [30] [bootstrap]: 0.00032544 [type_inference]: 0.213764 [event_method]: 0.000147 [auto_monad]: 0.00029693 [graph_reusing]: 1.06e-05 [pre_auto_parallel]: 3.98001e-06 [py_interpret_to_execute]: 5.203e-05 [rewriter_before_opt_a]: 0.00015457 [expand_dump_flag]: 4.77e-06 [jit_opt_a]: 0.313415, [3] [Cycle 1]: 0.132495, [27] [switch_simplify]: 0.00020799 [loop_unroll]: 6.099e-05 [a_1]: 0.00150874 [with_stream_mark]: 4.123e-05 [recompute_prepare]: 3.199e-05 [updatestate_depend_eliminate]: 1.473e-05 [updatestate_assign_eliminate]: 1.122e-05 [updatestate_loads_eliminate]: 1.033e-05 [parameter_eliminate]: 3.66001e-06 [specialize_transform]: 2.13e-05 [updatestate_useless_node_eliminater]: 2.431e-05 [accelerated_algorithm]: 1.922e-05 [meta_shard_fg_expand]: 8.02e-06 [get_grad_eliminate_]: 1.83e-05 [merge_forward]: 1.294e-05 [cell_reuse_recompute_pass]: 1.27e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.904e-05 [j_node_and_user_rematch]: 3.366e-05 [meta_fg_expand]: 0.115155 [replace_old_param]: 0.00012684 [inline_without_move]: 0.00011837 [renormalize]: 0.0139832 [add_forward_monad_depend]: 2.375e-05 [auto_monad_grad]: 1.162e-05 [auto_monad_eliminator]: 9.466e-05 [cse]: 0.00034856 [replace_applicator]: 0.00021949 [Cycle 2]: 0.176519, [27] [switch_simplify]: 6.255e-05 [loop_unroll]: 5.833e-05 [a_1]: 0.00111432 [with_stream_mark]: 2.986e-05 [recompute_prepare]: 1.558e-05 [updatestate_depend_eliminate]: 3.336e-05 [updatestate_assign_eliminate]: 6.07999e-06 [updatestate_loads_eliminate]: 5.80002e-06 [parameter_eliminate]: 3.28998e-06 [specialize_transform]: 1.229e-05 [updatestate_useless_node_eliminater]: 1.431e-05 [accelerated_algorithm]: 9.79e-06 [meta_shard_fg_expand]: 3.16999e-06 [get_grad_eliminate_]: 1.032e-05 [merge_forward]: 6.16e-06 [cell_reuse_recompute_pass]: 1.44e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.267e-05 [j_node_and_user_rematch]: 1.536e-05 [meta_fg_expand]: 0.00016809 [replace_old_param]: 1.88e-05 [inline_without_move]: 9.27001e-06 [renormalize]: 0.174529 [add_forward_monad_depend]: 1.277e-05 [auto_monad_grad]: 2.55997e-06 [auto_monad_eliminator]: 3.329e-05 [cse]: 4.894e-05 [replace_applicator]: 3.203e-05 [Cycle 3]: 0.00055344, [27] [switch_simplify]: 1.027e-05 [loop_unroll]: 8.48999e-06 [a_1]: 0.0002023 [with_stream_mark]: 2.16e-05 [recompute_prepare]: 9.10999e-06 [updatestate_depend_eliminate]: 7.05998e-06 [updatestate_assign_eliminate]: 6.16e-06 [updatestate_loads_eliminate]: 4.89003e-06 [parameter_eliminate]: 2.11e-06 [specialize_transform]: 9.56998e-06 [updatestate_useless_node_eliminater]: 1.211e-05 [accelerated_algorithm]: 9.18002e-06 [meta_shard_fg_expand]: 3.24001e-06 [get_grad_eliminate_]: 8.40001e-06 [merge_forward]: 5.35001e-06 [cell_reuse_recompute_pass]: 3.41999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.03e-05 [j_node_and_user_rematch]: 1.327e-05 [meta_fg_expand]: 3.48e-06 [replace_old_param]: 1.253e-05 [inline_without_move]: 7.78001e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.98002e-06 [auto_monad_grad]: 1.01002e-06 [auto_monad_eliminator]: 1.235e-05 [cse]: 2.364e-05 [replace_applicator]: 8.43999e-06 [py_interpret_to_execute_after_opt_a]: 2.047e-05 [rewriter_after_opt_a]: 0.00026303 [convert_after_rewriter]: 1.503e-05 [order_py_execute_after_rewriter]: 6.56e-06 [mutable_eliminate]: 0.00085289 [jit_opt_b]: 7.69e-05, [1] [Cycle 1]: 6.727e-05, [2] [frontend_op_eliminate]: 2.676e-05 [inline_after_opt_a]: 2.625e-05 [cconv]: 3.686e-05 [loop_unroll]: 0.00056705 [jit_opt_after_cconv]: 0.00027243, [1] [Cycle 1]: 0.00026414, [11] [c_1]: 5.86e-05 [parameter_eliminate]: 6.24999e-06 [updatestate_depend_eliminate]: 1.527e-05 [updatestate_assign_eliminate]: 7.00998e-06 [updatestate_loads_eliminate]: 4.65001e-06 [cse]: 4.771e-05 [call_graph_tuple_transform]: 2.638e-05 [tuple_list_get_item_eliminator]: 2.681e-05 [none_parameter_eliminate]: 1.79e-06 [renormalize]: 1.17999e-06 [switch_simplify]: 9.54e-06 [remove_dup_value]: 2.714e-05 [partial_unused_args_eliminate]: 2.17001e-06 [environ_conv]: 9.10999e-06 [add_recomputation]: 7.708e-05 [cse_after_recomputation]: 3.601e-05, [1] [Cycle 1]: 2.865e-05, [1] [cse]: 2.105e-05 [auto_monad_reorder]: 2.991e-05 [get_jit_bprop_graph]: 2.53e-06 [rewriter_after_jit_bprop_graph]: 1.083e-05 [opt_after_jit_grad]: 0.00064065 [symbol_engine_optimizer]: 0.00011285, [1] [Cycle 1]: 0.00010473, [6] [build]: 7.86001e-06 [elim_shapecalc]: 1.284e-05 [elim_not_effective]: 2.424e-05 [opt_reshape]: 9.84999e-06 [fold_const_symbol]: 1.54e-05 [renormalize]: 3.69997e-07 [validate]: 6.151e-05 Sums bootstrap : 0.000325s : 0.06% type_inference : 0.213764s : 40.59% event_method : 0.000147s : 0.03% auto_monad : 0.000297s : 0.06% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000052s : 0.01% rewriter_before_opt_a : 0.000155s : 0.03% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000281s : 0.05% jit_opt_a.loop_unroll : 0.000128s : 0.02% jit_opt_a.a_1 : 0.002825s : 0.54% jit_opt_a.with_stream_mark : 0.000093s : 0.02% jit_opt_a.recompute_prepare : 0.000057s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000055s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000021s : 0.00% jit_opt_a.parameter_eliminate : 0.000009s : 0.00% jit_opt_a.specialize_transform : 0.000043s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000051s : 0.01% jit_opt_a.accelerated_algorithm : 0.000038s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000014s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000037s : 0.01% jit_opt_a.merge_forward : 0.000024s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000082s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000062s : 0.01% jit_opt_a.meta_fg_expand : 0.115326s : 21.90% jit_opt_a.replace_old_param : 0.000158s : 0.03% jit_opt_a.inline_without_move : 0.000135s : 0.03% jit_opt_a.renormalize : 0.188512s : 35.80% jit_opt_a.add_forward_monad_depend : 0.000038s : 0.01% jit_opt_a.auto_monad_grad : 0.000015s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000140s : 0.03% jit_opt_a.cse : 0.000421s : 0.08% jit_opt_a.replace_applicator : 0.000260s : 0.05% py_interpret_to_execute_after_opt_a : 0.000020s : 0.00% rewriter_after_opt_a : 0.000263s : 0.05% convert_after_rewriter : 0.000015s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000853s : 0.16% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.01% jit_opt_b.inline_after_opt_a : 0.000026s : 0.00% cconv : 0.000037s : 0.01% loop_unroll : 0.000567s : 0.11% jit_opt_after_cconv.c_1 : 0.000059s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000048s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000027s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000027s : 0.01% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000077s : 0.01% cse_after_recomputation.cse : 0.000021s : 0.00% auto_monad_reorder : 0.000030s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000011s : 0.00% opt_after_jit_grad : 0.000641s : 0.12% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000024s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000062s : 0.01% Time group info: ------[substitution.] 0.001726 170 1.44% : 0.000025s : 8: substitution.depend_value_elim 0.21% : 0.000004s : 4: substitution.elim_not_effective 0.16% : 0.000003s : 4: substitution.fold_const_symbol 46.94% : 0.000810s : 4: substitution.getattr_setattr_resolve 0.43% : 0.000007s : 5: substitution.graph_param_transform 33.23% : 0.000573s : 16: substitution.inline 2.14% : 0.000037s : 4: substitution.inline_without_move 0.67% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.54% : 0.000009s : 5: substitution.minmaximum_grad 0.47% : 0.000008s : 9: substitution.partial_eliminate 0.95% : 0.000016s : 20: substitution.remove_not_recompute_node 3.13% : 0.000054s : 12: substitution.replace_applicator 0.93% : 0.000016s : 16: substitution.replace_old_param 0.22% : 0.000004s : 1: substitution.set_cell_output_no_recompute 0.82% : 0.000014s : 3: substitution.switch_simplify 1.20% : 0.000021s : 5: substitution.tuple_list_convert_item_index_to_positive 0.87% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 2.03% : 0.000035s : 8: substitution.tuple_list_get_item_eliminator 1.33% : 0.000023s : 8: substitution.updatestate_pure_node_eliminater 2.28% : 0.000039s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.213646 2 98.78% : 0.211045s : 1: type_inference.infer 1.22% : 0.002601s : 1: type_inference.specialize ------[replace.] 0.000491 27 12.62% : 0.000062s : 3: replace.getattr_setattr_resolve 37.35% : 0.000183s : 16: replace.inline 12.27% : 0.000060s : 1: replace.replace_applicator 14.07% : 0.000069s : 3: replace.switch_simplify 18.31% : 0.000090s : 3: replace.tuple_list_get_item_eliminator 5.38% : 0.000026s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001361 27 54.92% : 0.000748s : 3: match.getattr_setattr_resolve 41.37% : 0.000563s : 16: match.inline 1.08% : 0.000015s : 1: match.replace_applicator 0.90% : 0.000012s : 3: match.switch_simplify 0.56% : 0.000008s : 3: match.tuple_list_get_item_eliminator 1.17% : 0.000016s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000535 3164 1.37% : 0.000007s : 50: predicate.accumulaten_eliminater 0.54% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.30% : 0.000007s : 50: predicate.addn_check_dump 1.37% : 0.000007s : 50: predicate.addn_zero_filter 1.99% : 0.000011s : 50: predicate.arithmetic_simplify 1.59% : 0.000009s : 50: predicate.cast_eliminate 0.16% : 0.000001s : 5: predicate.check_bprop_eliminate 1.45% : 0.000008s : 50: predicate.compare_switch_simplify 1.50% : 0.000008s : 50: predicate.depend_value_elim 1.26% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.29% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.42% : 0.000008s : 50: predicate.dict_set_item_eliminator 0.34% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.16% : 0.000001s : 5: predicate.elim_not_effective 0.27% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.31% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.23% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.39% : 0.000007s : 50: predicate.environ_get_depend_swap 1.29% : 0.000007s : 50: predicate.environ_get_eliminate 1.24% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.10% : 0.000001s : 5: predicate.fold_const_symbol 0.97% : 0.000005s : 26: predicate.get_grad_eliminate 1.25% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.13% : 0.000001s : 5: predicate.graph_param_transform 3.85% : 0.000021s : 80: predicate.inline 2.87% : 0.000015s : 87: predicate.inline_without_move 0.37% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.18% : 0.000006s : 26: predicate.less_batch_normalization 1.50% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.59% : 0.000009s : 58: predicate.load_eliminater 0.80% : 0.000004s : 5: predicate.loop_unroll_after_grad 3.65% : 0.000020s : 132: predicate.loop_unroll_before_grad 1.62% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.28% : 0.000007s : 50: predicate.merge_addn 1.28% : 0.000007s : 50: predicate.minmaximum_grad 0.80% : 0.000004s : 5: predicate.mutable_eliminate 0.28% : 0.000001s : 5: predicate.opt_reshape 1.90% : 0.000010s : 58: predicate.partial_eliminate 1.31% : 0.000007s : 50: predicate.print_const_string_wrapper 1.72% : 0.000009s : 50: predicate.reduce_eliminate 1.44% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.58% : 0.000003s : 26: predicate.remove_not_recompute_node 2.48% : 0.000013s : 126: predicate.replace_applicator 1.44% : 0.000008s : 87: predicate.replace_old_param 0.15% : 0.000001s : 5: predicate.reset_defer_inline 1.35% : 0.000007s : 50: predicate.reshape_eliminate 1.27% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.33% : 0.000002s : 5: predicate.row_tensor_eliminate 1.62% : 0.000009s : 50: predicate.same_eliminate 0.50% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.39% : 0.000002s : 10: predicate.special_op_eliminate 0.93% : 0.000005s : 26: predicate.specialize_transform 1.59% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.51% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.21% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.37% : 0.000013s : 70: predicate.switch_defer_inline 2.28% : 0.000012s : 70: predicate.switch_layer_defer_inline 6.73% : 0.000036s : 213: predicate.switch_simplify 1.45% : 0.000008s : 50: predicate.tile_eliminate 1.48% : 0.000008s : 50: predicate.transpose_eliminate 1.83% : 0.000010s : 50: predicate.tuple_list_convert_item_index_to_positive 1.64% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 5.81% : 0.000031s : 63: predicate.tuple_list_get_item_eliminator 1.64% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.42% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.58% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.80% : 0.000015s : 85: predicate.updatestate_useless_node_eliminater 1.76% : 0.000009s : 50: predicate.value_based_eliminate 0.15% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.33% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004220 47 59.06% : 0.002492s : 20: func_graph_cloner_run.FuncGraphClonerGraph 40.94% : 0.001727s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.725221 89 0.01% : 0.000081s : 1: add_recomputation 0.04% : 0.000306s : 1: auto_monad 0.00% : 0.000033s : 1: auto_monad_reorder 0.05% : 0.000347s : 1: bootstrap 0.01% : 0.000040s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.01% : 0.000038s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.02% : 0.000155s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 43.22% : 0.313420s : 1: jit_opt_a 0.04% : 0.000277s : 1: jit_opt_after_cconv 0.01% : 0.000080s : 1: jit_opt_b 0.08% : 0.000581s : 1: loop_unroll 0.12% : 0.000868s : 1: mutable_eliminate 0.56% : 0.004092s : 39: opt.transform.jit_opt_a 0.02% : 0.000117s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000045s : 4: opt.transform.jit_opt_b 0.00% : 0.000024s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000029s : 1: opt.transform.mutable_eliminate 0.01% : 0.000038s : 1: opt.transform.opt_after_jit_grad 0.13% : 0.000935s : 2: opt.transform.opt_resolve 0.01% : 0.000057s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000653s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000055s : 1: py_interpret_to_execute 0.00% : 0.000023s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000030s : 1: remove_dup_value 25.39% : 0.184168s : 2: renormalize.infer 0.59% : 0.004307s : 2: renormalize.specialize 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000270s : 1: rewriter_after_opt_a 0.02% : 0.000159s : 1: rewriter_before_opt_a 0.02% : 0.000116s : 1: symbol_engine_optimizer 29.48% : 0.213786s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape1-1-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape1-1-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape2--1-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape2--1-pynative],max_mem:4.0M TotalTime = 0.079319, [30] [bootstrap]: 0.0008665 [type_inference]: 0.0663881 [event_method]: 1.72e-05 [auto_monad]: 0.00015355 [graph_reusing]: 6.51e-06 [pre_auto_parallel]: 2.55997e-06 [py_interpret_to_execute]: 2.78e-05 [rewriter_before_opt_a]: 6.258e-05 [expand_dump_flag]: 3.30998e-06 [jit_opt_a]: 0.00809755, [2] [Cycle 1]: 0.00209805, [27] [switch_simplify]: 5.572e-05 [loop_unroll]: 2.416e-05 [a_1]: 0.0005203 [with_stream_mark]: 2.893e-05 [recompute_prepare]: 1.231e-05 [updatestate_depend_eliminate]: 7.7e-06 [updatestate_assign_eliminate]: 5.49e-06 [updatestate_loads_eliminate]: 4.94e-06 [parameter_eliminate]: 1.74e-06 [specialize_transform]: 9.89001e-06 [updatestate_useless_node_eliminater]: 1.257e-05 [accelerated_algorithm]: 9.30001e-06 [meta_shard_fg_expand]: 3.63e-06 [get_grad_eliminate_]: 8.41002e-06 [merge_forward]: 5.52001e-06 [cell_reuse_recompute_pass]: 1.45999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.258e-05 [j_node_and_user_rematch]: 1.448e-05 [meta_fg_expand]: 3.84002e-06 [replace_old_param]: 1.447e-05 [inline_without_move]: 8.89003e-06 [renormalize]: 0.00100692 [add_forward_monad_depend]: 1.458e-05 [auto_monad_grad]: 2.63e-06 [auto_monad_eliminator]: 2.514e-05 [cse]: 3.882e-05 [replace_applicator]: 2.22e-05 [Cycle 2]: 0.00051436, [27] [switch_simplify]: 9.64999e-06 [loop_unroll]: 9.25999e-06 [a_1]: 0.00017724 [with_stream_mark]: 1.678e-05 [recompute_prepare]: 9.05999e-06 [updatestate_depend_eliminate]: 5.77999e-06 [updatestate_assign_eliminate]: 4.87e-06 [updatestate_loads_eliminate]: 4.35e-06 [parameter_eliminate]: 1.92001e-06 [specialize_transform]: 9.55001e-06 [updatestate_useless_node_eliminater]: 1.174e-05 [accelerated_algorithm]: 9.00001e-06 [meta_shard_fg_expand]: 3.26999e-06 [get_grad_eliminate_]: 7.84002e-06 [merge_forward]: 6.05002e-06 [cell_reuse_recompute_pass]: 2.65002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.783e-05 [j_node_and_user_rematch]: 1.246e-05 [meta_fg_expand]: 3.41999e-06 [replace_old_param]: 1.198e-05 [inline_without_move]: 7.2e-06 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 1.34e-06 [auto_monad_grad]: 1.47001e-06 [auto_monad_eliminator]: 1.235e-05 [cse]: 1.925e-05 [replace_applicator]: 7.93001e-06 [py_interpret_to_execute_after_opt_a]: 2.694e-05 [rewriter_after_opt_a]: 0.00063946 [convert_after_rewriter]: 1.864e-05 [order_py_execute_after_rewriter]: 8.42998e-06 [mutable_eliminate]: 0.00080278 [jit_opt_b]: 8.243e-05, [1] [Cycle 1]: 7.228e-05, [2] [frontend_op_eliminate]: 2.9e-05 [inline_after_opt_a]: 2.787e-05 [cconv]: 3.94e-05 [loop_unroll]: 0.00050528 [jit_opt_after_cconv]: 0.00023035, [1] [Cycle 1]: 0.00022285, [11] [c_1]: 5.302e-05 [parameter_eliminate]: 4.85999e-06 [updatestate_depend_eliminate]: 1.212e-05 [updatestate_assign_eliminate]: 5.65001e-06 [updatestate_loads_eliminate]: 4.85999e-06 [cse]: 3.815e-05 [call_graph_tuple_transform]: 2.528e-05 [tuple_list_get_item_eliminator]: 8.79998e-06 [none_parameter_eliminate]: 1.40999e-06 [renormalize]: 8.89995e-07 [switch_simplify]: 9.02e-06 [remove_dup_value]: 1.971e-05 [partial_unused_args_eliminate]: 2.61999e-06 [environ_conv]: 9.86998e-06 [add_recomputation]: 7.37e-05 [cse_after_recomputation]: 3.442e-05, [1] [Cycle 1]: 2.672e-05, [1] [cse]: 1.789e-05 [auto_monad_reorder]: 2.748e-05 [get_jit_bprop_graph]: 2.68003e-06 [rewriter_after_jit_bprop_graph]: 0.00015524 [opt_after_jit_grad]: 0.0005739 [symbol_engine_optimizer]: 0.00011071, [1] [Cycle 1]: 0.00010283, [6] [build]: 8.15e-06 [elim_shapecalc]: 1.467e-05 [elim_not_effective]: 1.948e-05 [opt_reshape]: 9.96998e-06 [fold_const_symbol]: 1.608e-05 [renormalize]: 8.39995e-07 [validate]: 5.597e-05 Sums bootstrap : 0.000866s : 1.19% type_inference : 0.066388s : 90.86% event_method : 0.000017s : 0.02% auto_monad : 0.000154s : 0.21% graph_reusing : 0.000007s : 0.01% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000028s : 0.04% rewriter_before_opt_a : 0.000063s : 0.09% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000065s : 0.09% jit_opt_a.loop_unroll : 0.000033s : 0.05% jit_opt_a.a_1 : 0.000698s : 0.95% jit_opt_a.with_stream_mark : 0.000046s : 0.06% jit_opt_a.recompute_prepare : 0.000021s : 0.03% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.02% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.01% jit_opt_a.parameter_eliminate : 0.000004s : 0.01% jit_opt_a.specialize_transform : 0.000019s : 0.03% jit_opt_a.updatestate_useless_node_eliminater : 0.000024s : 0.03% jit_opt_a.accelerated_algorithm : 0.000018s : 0.03% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.02% jit_opt_a.merge_forward : 0.000012s : 0.02% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.01% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000040s : 0.06% jit_opt_a.j_node_and_user_rematch : 0.000027s : 0.04% jit_opt_a.meta_fg_expand : 0.000007s : 0.01% jit_opt_a.replace_old_param : 0.000026s : 0.04% jit_opt_a.inline_without_move : 0.000016s : 0.02% jit_opt_a.renormalize : 0.001007s : 1.38% jit_opt_a.add_forward_monad_depend : 0.000016s : 0.02% jit_opt_a.auto_monad_grad : 0.000004s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000037s : 0.05% jit_opt_a.cse : 0.000058s : 0.08% jit_opt_a.replace_applicator : 0.000030s : 0.04% py_interpret_to_execute_after_opt_a : 0.000027s : 0.04% rewriter_after_opt_a : 0.000639s : 0.88% convert_after_rewriter : 0.000019s : 0.03% order_py_execute_after_rewriter : 0.000008s : 0.01% mutable_eliminate : 0.000803s : 1.10% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.04% jit_opt_b.inline_after_opt_a : 0.000028s : 0.04% cconv : 0.000039s : 0.05% loop_unroll : 0.000505s : 0.69% jit_opt_after_cconv.c_1 : 0.000053s : 0.07% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.01% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 0.02% 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 : 0.000038s : 0.05% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.03% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.01% remove_dup_value : 0.000020s : 0.03% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.01% add_recomputation : 0.000074s : 0.10% cse_after_recomputation.cse : 0.000018s : 0.02% auto_monad_reorder : 0.000027s : 0.04% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000155s : 0.21% opt_after_jit_grad : 0.000574s : 0.79% symbol_engine_optimizer.build : 0.000008s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000015s : 0.02% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.03% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.02% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000056s : 0.08% Time group info: ------[substitution.] 0.000249 44 4.11% : 0.000010s : 2: substitution.depend_value_elim 1.04% : 0.000003s : 4: substitution.elim_not_effective 1.12% : 0.000003s : 4: substitution.fold_const_symbol 2.96% : 0.000007s : 5: substitution.graph_param_transform 74.41% : 0.000185s : 3: substitution.inline 2.14% : 0.000005s : 8: substitution.j_node_and_user_rematch 2.58% : 0.000006s : 8: substitution.remove_not_recompute_node 2.80% : 0.000007s : 2: substitution.replace_old_param 5.05% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 3.79% : 0.000009s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.066315 2 98.94% : 0.065610s : 1: type_inference.infer 1.06% : 0.000706s : 1: type_inference.specialize ------[replace.] 0.000039 3 100.00% : 0.000039s : 3: replace.inline ------[match.] 0.000181 3 100.00% : 0.000181s : 3: match.inline ------[predicate.] 0.000156 825 1.16% : 0.000002s : 12: predicate.accumulaten_eliminater 1.71% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 0.96% : 0.000002s : 12: predicate.addn_check_dump 1.06% : 0.000002s : 12: predicate.addn_zero_filter 2.14% : 0.000003s : 12: predicate.arithmetic_simplify 1.87% : 0.000003s : 12: predicate.cast_eliminate 0.77% : 0.000001s : 5: predicate.check_bprop_eliminate 1.13% : 0.000002s : 12: predicate.compare_switch_simplify 1.46% : 0.000002s : 12: predicate.depend_value_elim 1.07% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.24% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.16% : 0.000002s : 12: predicate.dict_set_item_eliminator 0.96% : 0.000001s : 5: predicate.dumpgradient_eliminate 0.39% : 0.000001s : 5: predicate.elim_not_effective 0.92% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.44% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.03% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.98% : 0.000002s : 12: predicate.environ_get_depend_swap 1.34% : 0.000002s : 12: predicate.environ_get_eliminate 0.97% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.44% : 0.000001s : 5: predicate.fold_const_symbol 1.20% : 0.000002s : 10: predicate.get_grad_eliminate 0.31% : 0.000000s : 5: predicate.graph_param_transform 5.20% : 0.000008s : 25: predicate.inline 1.41% : 0.000002s : 10: predicate.inline_without_move 0.49% : 0.000001s : 10: predicate.j_node_and_user_rematch 2.13% : 0.000003s : 10: predicate.less_batch_normalization 1.29% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.64% : 0.000003s : 17: predicate.load_eliminater 1.68% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.04% : 0.000005s : 25: predicate.loop_unroll_before_grad 2.34% : 0.000004s : 17: predicate.make_slice_get_slice_eliminator 1.01% : 0.000002s : 12: predicate.merge_addn 1.01% : 0.000002s : 12: predicate.minmaximum_grad 2.16% : 0.000003s : 5: predicate.mutable_eliminate 0.63% : 0.000001s : 5: predicate.opt_reshape 2.07% : 0.000003s : 17: predicate.partial_eliminate 1.14% : 0.000002s : 12: predicate.print_const_string_wrapper 1.50% : 0.000002s : 12: predicate.reduce_eliminate 1.08% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.71% : 0.000001s : 10: predicate.remove_not_recompute_node 1.55% : 0.000002s : 22: predicate.replace_applicator 1.03% : 0.000002s : 10: predicate.replace_old_param 0.54% : 0.000001s : 5: predicate.reset_defer_inline 1.20% : 0.000002s : 12: predicate.reshape_eliminate 1.05% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.85% : 0.000001s : 5: predicate.row_tensor_eliminate 1.34% : 0.000002s : 12: predicate.same_eliminate 0.59% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.53% : 0.000002s : 10: predicate.special_op_eliminate 1.44% : 0.000002s : 10: predicate.specialize_transform 1.26% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.21% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.57% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.91% : 0.000003s : 15: predicate.switch_defer_inline 1.64% : 0.000003s : 15: predicate.switch_layer_defer_inline 5.71% : 0.000009s : 45: predicate.switch_simplify 1.41% : 0.000002s : 12: predicate.tile_eliminate 1.10% : 0.000002s : 12: predicate.transpose_eliminate 1.37% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.29% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.17% : 0.000007s : 22: predicate.tuple_list_get_item_eliminator 1.48% : 0.000002s : 12: predicate.tuple_list_set_item_eliminator 1.28% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.57% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.53% : 0.000006s : 27: predicate.updatestate_useless_node_eliminater 1.65% : 0.000003s : 12: predicate.value_based_eliminate 0.51% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.94% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000397 6 6.44% : 0.000026s : 1: func_graph_cloner_run.FuncGraphClonerGraph 93.56% : 0.000371s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.081434 72 0.10% : 0.000078s : 1: add_recomputation 0.20% : 0.000159s : 1: auto_monad 0.04% : 0.000030s : 1: auto_monad_reorder 1.11% : 0.000901s : 1: bootstrap 0.05% : 0.000042s : 1: cconv 0.03% : 0.000023s : 1: convert_after_rewriter 0.05% : 0.000037s : 1: cse_after_recomputation 0.01% : 0.000012s : 1: environ_conv 0.03% : 0.000023s : 1: event_method 0.01% : 0.000006s : 1: expand_dump_flag 0.01% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000009s : 1: graph_reusing 9.95% : 0.008102s : 1: jit_opt_a 0.29% : 0.000235s : 1: jit_opt_after_cconv 0.11% : 0.000086s : 1: jit_opt_b 0.63% : 0.000516s : 1: loop_unroll 1.00% : 0.000816s : 1: mutable_eliminate 1.23% : 0.000998s : 26: opt.transform.jit_opt_a 0.11% : 0.000092s : 4: opt.transform.jit_opt_after_cconv 0.06% : 0.000048s : 4: opt.transform.jit_opt_b 0.02% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.03% : 0.000026s : 1: opt.transform.mutable_eliminate 0.04% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.07% : 0.000056s : 4: opt.transform.symbol_engine_opt 0.72% : 0.000586s : 1: opt_after_jit_grad 0.01% : 0.000011s : 1: order_py_execute_after_rewriter 0.01% : 0.000005s : 1: partial_unused_args_eliminate 0.01% : 0.000005s : 1: pre_auto_parallel 0.04% : 0.000031s : 1: py_interpret_to_execute 0.04% : 0.000030s : 1: py_interpret_to_execute_after_opt_a 0.03% : 0.000023s : 1: remove_dup_value 0.69% : 0.000565s : 1: renormalize.infer 0.53% : 0.000431s : 1: renormalize.specialize 0.20% : 0.000159s : 1: rewriter_after_jit_bprop_graph 0.80% : 0.000649s : 1: rewriter_after_opt_a 0.08% : 0.000066s : 1: rewriter_before_opt_a 0.14% : 0.000114s : 1: symbol_engine_optimizer 81.55% : 0.066408s : 1: type_inference TotalTime = 0.356174, [30] [bootstrap]: 0.0002977 [type_inference]: 0.135446 [event_method]: 0.00014719 [auto_monad]: 0.00038589 [graph_reusing]: 1.106e-05 [pre_auto_parallel]: 3.82002e-06 [py_interpret_to_execute]: 5.049e-05 [rewriter_before_opt_a]: 0.00015577 [expand_dump_flag]: 4.32e-06 [jit_opt_a]: 0.215716, [3] [Cycle 1]: 0.20713, [27] [switch_simplify]: 0.00022607 [loop_unroll]: 8.2e-05 [a_1]: 0.00153091 [with_stream_mark]: 4.429e-05 [recompute_prepare]: 0.00014779 [updatestate_depend_eliminate]: 1.704e-05 [updatestate_assign_eliminate]: 1.255e-05 [updatestate_loads_eliminate]: 1.078e-05 [parameter_eliminate]: 4.28999e-06 [specialize_transform]: 2.237e-05 [updatestate_useless_node_eliminater]: 2.555e-05 [accelerated_algorithm]: 1.978e-05 [meta_shard_fg_expand]: 9.12999e-06 [get_grad_eliminate_]: 1.821e-05 [merge_forward]: 1.308e-05 [cell_reuse_recompute_pass]: 1.26002e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.144e-05 [j_node_and_user_rematch]: 3.521e-05 [meta_fg_expand]: 0.086616 [replace_old_param]: 0.00012885 [inline_without_move]: 0.00012988 [renormalize]: 0.116925 [add_forward_monad_depend]: 2.058e-05 [auto_monad_grad]: 1.123e-05 [auto_monad_eliminator]: 9.066e-05 [cse]: 0.00034675 [replace_applicator]: 0.0002245 [Cycle 2]: 0.00387128, [27] [switch_simplify]: 6.642e-05 [loop_unroll]: 6.178e-05 [a_1]: 0.00116364 [with_stream_mark]: 2.863e-05 [recompute_prepare]: 1.92e-05 [updatestate_depend_eliminate]: 3.592e-05 [updatestate_assign_eliminate]: 6.29999e-06 [updatestate_loads_eliminate]: 4.67e-06 [parameter_eliminate]: 2.99999e-06 [specialize_transform]: 1.031e-05 [updatestate_useless_node_eliminater]: 1.3e-05 [accelerated_algorithm]: 8.97999e-06 [meta_shard_fg_expand]: 2.83998e-06 [get_grad_eliminate_]: 9.19e-06 [merge_forward]: 6.16998e-06 [cell_reuse_recompute_pass]: 1.74998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.068e-05 [j_node_and_user_rematch]: 1.42e-05 [meta_fg_expand]: 0.00015621 [replace_old_param]: 2.01e-05 [inline_without_move]: 8.82e-06 [renormalize]: 0.0018745 [add_forward_monad_depend]: 1.121e-05 [auto_monad_grad]: 2.88e-06 [auto_monad_eliminator]: 2.884e-05 [cse]: 4.543e-05 [replace_applicator]: 2.711e-05 [Cycle 3]: 0.00053283, [27] [switch_simplify]: 1.018e-05 [loop_unroll]: 8.90001e-06 [a_1]: 0.00019161 [with_stream_mark]: 1.764e-05 [recompute_prepare]: 8.79e-06 [updatestate_depend_eliminate]: 6.69001e-06 [updatestate_assign_eliminate]: 5.40999e-06 [updatestate_loads_eliminate]: 5.22e-06 [parameter_eliminate]: 1.79e-06 [specialize_transform]: 8.70001e-06 [updatestate_useless_node_eliminater]: 1.15e-05 [accelerated_algorithm]: 8.75999e-06 [meta_shard_fg_expand]: 2.96001e-06 [get_grad_eliminate_]: 7.62002e-06 [merge_forward]: 5.44998e-06 [cell_reuse_recompute_pass]: 2.87002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.029e-05 [j_node_and_user_rematch]: 1.378e-05 [meta_fg_expand]: 3.68e-06 [replace_old_param]: 1.271e-05 [inline_without_move]: 7.71001e-06 [renormalize]: 1.19995e-07 [add_forward_monad_depend]: 2.17999e-06 [auto_monad_grad]: 1.53002e-06 [auto_monad_eliminator]: 1.198e-05 [cse]: 2.122e-05 [replace_applicator]: 8.22e-06 [py_interpret_to_execute_after_opt_a]: 1.997e-05 [rewriter_after_opt_a]: 0.0002942 [convert_after_rewriter]: 1.557e-05 [order_py_execute_after_rewriter]: 7.54002e-06 [mutable_eliminate]: 0.0008573 [jit_opt_b]: 0.0001098, [1] [Cycle 1]: 9.709e-05, [2] [frontend_op_eliminate]: 2.801e-05 [inline_after_opt_a]: 2.821e-05 [cconv]: 4.055e-05 [loop_unroll]: 0.00054793 [jit_opt_after_cconv]: 0.00039471, [1] [Cycle 1]: 0.00038411, [11] [c_1]: 6.467e-05 [parameter_eliminate]: 5.69e-06 [updatestate_depend_eliminate]: 1.397e-05 [updatestate_assign_eliminate]: 7.58001e-06 [updatestate_loads_eliminate]: 4.76002e-06 [cse]: 0.00015088 [call_graph_tuple_transform]: 3.125e-05 [tuple_list_get_item_eliminator]: 1.063e-05 [none_parameter_eliminate]: 2.26e-06 [renormalize]: 6.60017e-07 [switch_simplify]: 9.19998e-06 [remove_dup_value]: 2.678e-05 [partial_unused_args_eliminate]: 2.63e-06 [environ_conv]: 1.076e-05 [add_recomputation]: 7.938e-05 [cse_after_recomputation]: 3.771e-05, [1] [Cycle 1]: 3.012e-05, [1] [cse]: 2.247e-05 [auto_monad_reorder]: 2.938e-05 [get_jit_bprop_graph]: 2.32999e-06 [rewriter_after_jit_bprop_graph]: 9.31998e-06 [opt_after_jit_grad]: 0.0007158 [symbol_engine_optimizer]: 0.00024577, [1] [Cycle 1]: 0.00023586, [6] [build]: 8.11002e-06 [elim_shapecalc]: 2.044e-05 [elim_not_effective]: 2.722e-05 [opt_reshape]: 1.1e-05 [fold_const_symbol]: 1.788e-05 [renormalize]: 3.69997e-07 [validate]: 6.439e-05 Sums bootstrap : 0.000298s : 0.08% type_inference : 0.135446s : 38.64% event_method : 0.000147s : 0.04% auto_monad : 0.000386s : 0.11% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000050s : 0.01% rewriter_before_opt_a : 0.000156s : 0.04% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000303s : 0.09% jit_opt_a.loop_unroll : 0.000153s : 0.04% jit_opt_a.a_1 : 0.002886s : 0.82% jit_opt_a.with_stream_mark : 0.000091s : 0.03% jit_opt_a.recompute_prepare : 0.000176s : 0.05% jit_opt_a.updatestate_depend_eliminate : 0.000060s : 0.02% jit_opt_a.updatestate_assign_eliminate : 0.000024s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000021s : 0.01% jit_opt_a.parameter_eliminate : 0.000009s : 0.00% jit_opt_a.specialize_transform : 0.000041s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000050s : 0.01% jit_opt_a.accelerated_algorithm : 0.000038s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000015s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000035s : 0.01% jit_opt_a.merge_forward : 0.000025s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000082s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000063s : 0.02% jit_opt_a.meta_fg_expand : 0.086776s : 24.76% jit_opt_a.replace_old_param : 0.000162s : 0.05% jit_opt_a.inline_without_move : 0.000146s : 0.04% jit_opt_a.renormalize : 0.118800s : 33.89% jit_opt_a.add_forward_monad_depend : 0.000034s : 0.01% jit_opt_a.auto_monad_grad : 0.000016s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000131s : 0.04% jit_opt_a.cse : 0.000413s : 0.12% jit_opt_a.replace_applicator : 0.000260s : 0.07% py_interpret_to_execute_after_opt_a : 0.000020s : 0.01% rewriter_after_opt_a : 0.000294s : 0.08% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000857s : 0.24% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.01% jit_opt_b.inline_after_opt_a : 0.000028s : 0.01% cconv : 0.000041s : 0.01% loop_unroll : 0.000548s : 0.16% jit_opt_after_cconv.c_1 : 0.000065s : 0.02% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000151s : 0.04% jit_opt_after_cconv.call_graph_tuple_transform : 0.000031s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000011s : 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 : 0.000027s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000011s : 0.00% add_recomputation : 0.000079s : 0.02% cse_after_recomputation.cse : 0.000022s : 0.01% auto_monad_reorder : 0.000029s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000716s : 0.20% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000020s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000027s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000018s : 0.01% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000064s : 0.02% Time group info: ------[substitution.] 0.001774 170 1.43% : 0.000025s : 8: substitution.depend_value_elim 0.20% : 0.000004s : 4: substitution.elim_not_effective 0.17% : 0.000003s : 4: substitution.fold_const_symbol 47.21% : 0.000837s : 4: substitution.getattr_setattr_resolve 0.43% : 0.000008s : 5: substitution.graph_param_transform 32.64% : 0.000579s : 16: substitution.inline 2.34% : 0.000041s : 4: substitution.inline_without_move 0.70% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.56% : 0.000010s : 5: substitution.minmaximum_grad 0.46% : 0.000008s : 9: substitution.partial_eliminate 0.87% : 0.000016s : 20: substitution.remove_not_recompute_node 3.08% : 0.000055s : 12: substitution.replace_applicator 1.04% : 0.000019s : 16: substitution.replace_old_param 0.29% : 0.000005s : 1: substitution.set_cell_output_no_recompute 0.83% : 0.000015s : 3: substitution.switch_simplify 1.27% : 0.000023s : 5: substitution.tuple_list_convert_item_index_to_positive 0.84% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 2.06% : 0.000037s : 8: substitution.tuple_list_get_item_eliminator 1.31% : 0.000023s : 8: substitution.updatestate_pure_node_eliminater 2.26% : 0.000040s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.135332 2 97.78% : 0.132330s : 1: type_inference.infer 2.22% : 0.003003s : 1: type_inference.specialize ------[replace.] 0.000461 27 15.31% : 0.000071s : 3: replace.getattr_setattr_resolve 31.22% : 0.000144s : 16: replace.inline 12.71% : 0.000059s : 1: replace.replace_applicator 16.42% : 0.000076s : 3: replace.switch_simplify 18.75% : 0.000086s : 3: replace.tuple_list_get_item_eliminator 5.58% : 0.000026s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001390 27 55.05% : 0.000765s : 3: match.getattr_setattr_resolve 40.96% : 0.000569s : 16: match.inline 1.17% : 0.000016s : 1: match.replace_applicator 0.93% : 0.000013s : 3: match.switch_simplify 0.62% : 0.000009s : 3: match.tuple_list_get_item_eliminator 1.27% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000549 3164 6.85% : 0.000038s : 50: predicate.accumulaten_eliminater 0.48% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.23% : 0.000007s : 50: predicate.addn_check_dump 1.23% : 0.000007s : 50: predicate.addn_zero_filter 1.76% : 0.000010s : 50: predicate.arithmetic_simplify 1.60% : 0.000009s : 50: predicate.cast_eliminate 0.16% : 0.000001s : 5: predicate.check_bprop_eliminate 1.21% : 0.000007s : 50: predicate.compare_switch_simplify 1.65% : 0.000009s : 50: predicate.depend_value_elim 1.31% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.40% : 0.000008s : 50: predicate.dict_get_item_eliminator 1.29% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.34% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.16% : 0.000001s : 5: predicate.elim_not_effective 0.42% : 0.000002s : 5: predicate.elim_shapecalc_of_broadcastargs 1.38% : 0.000008s : 50: predicate.environ_add_const_eliminate 1.17% : 0.000006s : 50: predicate.environ_get_add_eliminate 1.23% : 0.000007s : 50: predicate.environ_get_depend_swap 1.25% : 0.000007s : 50: predicate.environ_get_eliminate 1.22% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.09% : 0.000000s : 5: predicate.fold_const_symbol 0.92% : 0.000005s : 26: predicate.get_grad_eliminate 1.39% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000000s : 5: predicate.graph_param_transform 3.96% : 0.000022s : 80: predicate.inline 2.83% : 0.000016s : 87: predicate.inline_without_move 0.39% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.09% : 0.000006s : 26: predicate.less_batch_normalization 1.40% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.67% : 0.000009s : 58: predicate.load_eliminater 0.46% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.79% : 0.000021s : 132: predicate.loop_unroll_before_grad 1.56% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.39% : 0.000008s : 50: predicate.merge_addn 1.27% : 0.000007s : 50: predicate.minmaximum_grad 0.54% : 0.000003s : 5: predicate.mutable_eliminate 0.18% : 0.000001s : 5: predicate.opt_reshape 1.87% : 0.000010s : 58: predicate.partial_eliminate 1.30% : 0.000007s : 50: predicate.print_const_string_wrapper 1.72% : 0.000009s : 50: predicate.reduce_eliminate 1.44% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.46% : 0.000003s : 26: predicate.remove_not_recompute_node 2.57% : 0.000014s : 126: predicate.replace_applicator 1.42% : 0.000008s : 87: predicate.replace_old_param 0.15% : 0.000001s : 5: predicate.reset_defer_inline 1.46% : 0.000008s : 50: predicate.reshape_eliminate 1.21% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.35% : 0.000002s : 5: predicate.row_tensor_eliminate 1.28% : 0.000007s : 50: predicate.same_eliminate 0.58% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.40% : 0.000002s : 10: predicate.special_op_eliminate 0.94% : 0.000005s : 26: predicate.specialize_transform 1.67% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.31% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.19% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.68% : 0.000015s : 70: predicate.switch_defer_inline 2.00% : 0.000011s : 70: predicate.switch_layer_defer_inline 6.54% : 0.000036s : 213: predicate.switch_simplify 1.25% : 0.000007s : 50: predicate.tile_eliminate 1.36% : 0.000007s : 50: predicate.transpose_eliminate 1.63% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.57% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 2.81% : 0.000015s : 63: predicate.tuple_list_get_item_eliminator 1.67% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.37% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.62% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 2.78% : 0.000015s : 85: predicate.updatestate_useless_node_eliminater 1.72% : 0.000009s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.22% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004142 47 58.51% : 0.002424s : 20: func_graph_cloner_run.FuncGraphClonerGraph 41.49% : 0.001718s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.480406 89 0.02% : 0.000083s : 1: add_recomputation 0.08% : 0.000397s : 1: auto_monad 0.01% : 0.000032s : 1: auto_monad_reorder 0.07% : 0.000321s : 1: bootstrap 0.01% : 0.000044s : 1: cconv 0.00% : 0.000019s : 1: convert_after_rewriter 0.01% : 0.000040s : 1: cse_after_recomputation 0.00% : 0.000015s : 1: environ_conv 0.03% : 0.000158s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 44.90% : 0.215721s : 1: jit_opt_a 0.08% : 0.000399s : 1: jit_opt_after_cconv 0.02% : 0.000114s : 1: jit_opt_b 0.14% : 0.000687s : 1: loop_unroll 0.18% : 0.000870s : 1: mutable_eliminate 0.90% : 0.004327s : 39: opt.transform.jit_opt_a 0.02% : 0.000108s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000047s : 4: opt.transform.jit_opt_b 0.00% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000026s : 1: opt.transform.mutable_eliminate 0.01% : 0.000039s : 1: opt.transform.opt_after_jit_grad 0.20% : 0.000973s : 2: opt.transform.opt_resolve 0.01% : 0.000069s : 4: opt.transform.symbol_engine_opt 0.16% : 0.000757s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.01% : 0.000054s : 1: py_interpret_to_execute 0.00% : 0.000023s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000030s : 1: remove_dup_value 23.88% : 0.114714s : 2: renormalize.infer 0.84% : 0.004057s : 2: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.06% : 0.000301s : 1: rewriter_after_opt_a 0.03% : 0.000159s : 1: rewriter_before_opt_a 0.05% : 0.000249s : 1: symbol_engine_optimizer 28.20% : 0.135492s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape2--1-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape2--1-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape3-0-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape3-0-pynative],max_mem:4.0M TotalTime = 0.0969232, [30] [bootstrap]: 0.00074903 [type_inference]: 0.0824685 [event_method]: 1.826e-05 [auto_monad]: 0.0001595 [graph_reusing]: 6.16e-06 [pre_auto_parallel]: 2.48e-06 [py_interpret_to_execute]: 3.413e-05 [rewriter_before_opt_a]: 6.097e-05 [expand_dump_flag]: 2.98e-06 [jit_opt_a]: 0.00981314, [2] [Cycle 1]: 0.00454589, [27] [switch_simplify]: 5.362e-05 [loop_unroll]: 2.265e-05 [a_1]: 0.00049375 [with_stream_mark]: 2.875e-05 [recompute_prepare]: 1.268e-05 [updatestate_depend_eliminate]: 7.16999e-06 [updatestate_assign_eliminate]: 6.69999e-06 [updatestate_loads_eliminate]: 4.79e-06 [parameter_eliminate]: 2.09e-06 [specialize_transform]: 1.044e-05 [updatestate_useless_node_eliminater]: 1.241e-05 [accelerated_algorithm]: 8.30999e-06 [meta_shard_fg_expand]: 3.31001e-06 [get_grad_eliminate_]: 8.07e-06 [merge_forward]: 5.53002e-06 [cell_reuse_recompute_pass]: 1.30999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.118e-05 [j_node_and_user_rematch]: 1.421e-05 [meta_fg_expand]: 3.99002e-06 [replace_old_param]: 1.287e-05 [inline_without_move]: 8.22e-06 [renormalize]: 0.00347295 [add_forward_monad_depend]: 1.447e-05 [auto_monad_grad]: 2.29999e-06 [auto_monad_eliminator]: 2.803e-05 [cse]: 3.995e-05 [replace_applicator]: 2.564e-05 [Cycle 2]: 0.00054943, [27] [switch_simplify]: 9.96e-06 [loop_unroll]: 8.10999e-06 [a_1]: 0.00020793 [with_stream_mark]: 1.838e-05 [recompute_prepare]: 9.73002e-06 [updatestate_depend_eliminate]: 6.54001e-06 [updatestate_assign_eliminate]: 5.72999e-06 [updatestate_loads_eliminate]: 4.90001e-06 [parameter_eliminate]: 1.86e-06 [specialize_transform]: 8.47e-06 [updatestate_useless_node_eliminater]: 1.275e-05 [accelerated_algorithm]: 8.89003e-06 [meta_shard_fg_expand]: 2.79001e-06 [get_grad_eliminate_]: 7.63999e-06 [merge_forward]: 5.61e-06 [cell_reuse_recompute_pass]: 2.91e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.895e-05 [j_node_and_user_rematch]: 1.329e-05 [meta_fg_expand]: 3.09001e-06 [replace_old_param]: 1.16e-05 [inline_without_move]: 7.04001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.69e-06 [auto_monad_grad]: 1.20001e-06 [auto_monad_eliminator]: 1.229e-05 [cse]: 1.798e-05 [replace_applicator]: 8.12e-06 [py_interpret_to_execute_after_opt_a]: 1.525e-05 [rewriter_after_opt_a]: 0.00064263 [convert_after_rewriter]: 3.659e-05 [order_py_execute_after_rewriter]: 8.74e-06 [mutable_eliminate]: 0.00079443 [jit_opt_b]: 7.473e-05, [1] [Cycle 1]: 6.655e-05, [2] [frontend_op_eliminate]: 2.697e-05 [inline_after_opt_a]: 2.517e-05 [cconv]: 3.841e-05 [loop_unroll]: 0.0004979 [jit_opt_after_cconv]: 0.00021833, [1] [Cycle 1]: 0.00021132, [11] [c_1]: 5.369e-05 [parameter_eliminate]: 4.18001e-06 [updatestate_depend_eliminate]: 1.081e-05 [updatestate_assign_eliminate]: 5.76e-06 [updatestate_loads_eliminate]: 4.68001e-06 [cse]: 3.356e-05 [call_graph_tuple_transform]: 2.37e-05 [tuple_list_get_item_eliminator]: 8.47e-06 [none_parameter_eliminate]: 1.35001e-06 [renormalize]: 7.60017e-07 [switch_simplify]: 8.89e-06 [remove_dup_value]: 1.973e-05 [partial_unused_args_eliminate]: 2.27999e-06 [environ_conv]: 7.97998e-06 [add_recomputation]: 6.943e-05 [cse_after_recomputation]: 2.947e-05, [1] [Cycle 1]: 2.26e-05, [1] [cse]: 1.528e-05 [auto_monad_reorder]: 2.729e-05 [get_jit_bprop_graph]: 2.93998e-06 [rewriter_after_jit_bprop_graph]: 0.00013827 [opt_after_jit_grad]: 0.00054877 [symbol_engine_optimizer]: 9.979e-05, [1] [Cycle 1]: 9.273e-05, [6] [build]: 5.91e-06 [elim_shapecalc]: 1.353e-05 [elim_not_effective]: 1.932e-05 [opt_reshape]: 8.64e-06 [fold_const_symbol]: 1.413e-05 [renormalize]: 4.10015e-07 [validate]: 5.325e-05 Sums bootstrap : 0.000749s : 0.82% type_inference : 0.082469s : 90.19% event_method : 0.000018s : 0.02% auto_monad : 0.000159s : 0.17% graph_reusing : 0.000006s : 0.01% pre_auto_parallel : 0.000002s : 0.00% py_interpret_to_execute : 0.000034s : 0.04% rewriter_before_opt_a : 0.000061s : 0.07% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000064s : 0.07% jit_opt_a.loop_unroll : 0.000031s : 0.03% jit_opt_a.a_1 : 0.000702s : 0.77% jit_opt_a.with_stream_mark : 0.000047s : 0.05% jit_opt_a.recompute_prepare : 0.000022s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 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 : 0.000006s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.02% 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 : 0.04% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.03% jit_opt_a.meta_fg_expand : 0.000007s : 0.01% jit_opt_a.replace_old_param : 0.000024s : 0.03% jit_opt_a.inline_without_move : 0.000015s : 0.02% jit_opt_a.renormalize : 0.003473s : 3.80% jit_opt_a.add_forward_monad_depend : 0.000016s : 0.02% jit_opt_a.auto_monad_grad : 0.000003s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000040s : 0.04% jit_opt_a.cse : 0.000058s : 0.06% jit_opt_a.replace_applicator : 0.000034s : 0.04% py_interpret_to_execute_after_opt_a : 0.000015s : 0.02% rewriter_after_opt_a : 0.000643s : 0.70% convert_after_rewriter : 0.000037s : 0.04% order_py_execute_after_rewriter : 0.000009s : 0.01% mutable_eliminate : 0.000794s : 0.87% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.03% jit_opt_b.inline_after_opt_a : 0.000025s : 0.03% cconv : 0.000038s : 0.04% loop_unroll : 0.000498s : 0.54% jit_opt_after_cconv.c_1 : 0.000054s : 0.06% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 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 : 0.000034s : 0.04% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.03% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.01% remove_dup_value : 0.000020s : 0.02% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000008s : 0.01% add_recomputation : 0.000069s : 0.08% cse_after_recomputation.cse : 0.000015s : 0.02% auto_monad_reorder : 0.000027s : 0.03% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000138s : 0.15% opt_after_jit_grad : 0.000549s : 0.60% symbol_engine_optimizer.build : 0.000006s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.02% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.02% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000053s : 0.06% Time group info: ------[substitution.] 0.000237 44 4.41% : 0.000010s : 2: substitution.depend_value_elim 1.04% : 0.000002s : 4: substitution.elim_not_effective 1.09% : 0.000003s : 4: substitution.fold_const_symbol 3.10% : 0.000007s : 5: substitution.graph_param_transform 72.13% : 0.000171s : 3: substitution.inline 2.44% : 0.000006s : 8: substitution.j_node_and_user_rematch 3.20% : 0.000008s : 8: substitution.remove_not_recompute_node 2.90% : 0.000007s : 2: substitution.replace_old_param 5.19% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 4.51% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.082383 2 99.05% : 0.081601s : 1: type_inference.infer 0.95% : 0.000783s : 1: type_inference.specialize ------[replace.] 0.000033 3 100.00% : 0.000033s : 3: replace.inline ------[match.] 0.000169 3 100.00% : 0.000169s : 3: match.inline ------[predicate.] 0.000172 825 1.02% : 0.000002s : 12: predicate.accumulaten_eliminater 1.23% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 0.90% : 0.000002s : 12: predicate.addn_check_dump 1.24% : 0.000002s : 12: predicate.addn_zero_filter 1.55% : 0.000003s : 12: predicate.arithmetic_simplify 1.04% : 0.000002s : 12: predicate.cast_eliminate 0.50% : 0.000001s : 5: predicate.check_bprop_eliminate 0.91% : 0.000002s : 12: predicate.compare_switch_simplify 1.34% : 0.000002s : 12: predicate.depend_value_elim 0.96% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.32% : 0.000002s : 12: predicate.dict_get_item_eliminator 11.63% : 0.000020s : 12: predicate.dict_set_item_eliminator 1.30% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.45% : 0.000001s : 5: predicate.elim_not_effective 0.59% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 0.99% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.01% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.98% : 0.000002s : 12: predicate.environ_get_depend_swap 1.19% : 0.000002s : 12: predicate.environ_get_eliminate 0.88% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.25% : 0.000000s : 5: predicate.fold_const_symbol 1.19% : 0.000002s : 10: predicate.get_grad_eliminate 0.26% : 0.000000s : 5: predicate.graph_param_transform 4.59% : 0.000008s : 25: predicate.inline 1.05% : 0.000002s : 10: predicate.inline_without_move 0.44% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.29% : 0.000002s : 10: predicate.less_batch_normalization 1.06% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.53% : 0.000003s : 17: predicate.load_eliminater 1.35% : 0.000002s : 5: predicate.loop_unroll_after_grad 2.43% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.68% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 0.98% : 0.000002s : 12: predicate.merge_addn 1.01% : 0.000002s : 12: predicate.minmaximum_grad 1.95% : 0.000003s : 5: predicate.mutable_eliminate 0.55% : 0.000001s : 5: predicate.opt_reshape 1.81% : 0.000003s : 17: predicate.partial_eliminate 1.02% : 0.000002s : 12: predicate.print_const_string_wrapper 1.77% : 0.000003s : 12: predicate.reduce_eliminate 1.36% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.86% : 0.000001s : 10: predicate.remove_not_recompute_node 1.62% : 0.000003s : 22: predicate.replace_applicator 0.76% : 0.000001s : 10: predicate.replace_old_param 0.49% : 0.000001s : 5: predicate.reset_defer_inline 1.16% : 0.000002s : 12: predicate.reshape_eliminate 1.30% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.77% : 0.000001s : 5: predicate.row_tensor_eliminate 1.10% : 0.000002s : 12: predicate.same_eliminate 0.74% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.15% : 0.000002s : 10: predicate.special_op_eliminate 1.26% : 0.000002s : 10: predicate.specialize_transform 1.18% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.06% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.56% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.69% : 0.000003s : 15: predicate.switch_defer_inline 1.52% : 0.000003s : 15: predicate.switch_layer_defer_inline 5.61% : 0.000010s : 45: predicate.switch_simplify 0.99% : 0.000002s : 12: predicate.tile_eliminate 1.04% : 0.000002s : 12: predicate.transpose_eliminate 1.45% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.06% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.66% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.76% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.22% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.45% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 2.97% : 0.000005s : 27: predicate.updatestate_useless_node_eliminater 1.69% : 0.000003s : 12: predicate.value_based_eliminate 0.41% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.87% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000446 6 5.48% : 0.000024s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.52% : 0.000421s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.101491 72 0.07% : 0.000073s : 1: add_recomputation 0.16% : 0.000166s : 1: auto_monad 0.03% : 0.000030s : 1: auto_monad_reorder 0.78% : 0.000791s : 1: bootstrap 0.04% : 0.000042s : 1: cconv 0.04% : 0.000042s : 1: convert_after_rewriter 0.03% : 0.000032s : 1: cse_after_recomputation 0.01% : 0.000010s : 1: environ_conv 0.02% : 0.000023s : 1: event_method 0.01% : 0.000005s : 1: expand_dump_flag 0.01% : 0.000006s : 1: get_jit_bprop_graph 0.01% : 0.000009s : 1: graph_reusing 9.67% : 0.009818s : 1: jit_opt_a 0.22% : 0.000222s : 1: jit_opt_after_cconv 0.08% : 0.000078s : 1: jit_opt_b 0.50% : 0.000506s : 1: loop_unroll 0.79% : 0.000805s : 1: mutable_eliminate 0.99% : 0.001001s : 26: opt.transform.jit_opt_a 0.09% : 0.000091s : 4: opt.transform.jit_opt_after_cconv 0.04% : 0.000044s : 4: opt.transform.jit_opt_b 0.02% : 0.000017s : 1: opt.transform.loop_unroll_optimizer 0.02% : 0.000023s : 1: opt.transform.mutable_eliminate 0.03% : 0.000031s : 1: opt.transform.opt_after_jit_grad 0.05% : 0.000052s : 4: opt.transform.symbol_engine_opt 0.55% : 0.000558s : 1: opt_after_jit_grad 0.01% : 0.000012s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.04% : 0.000038s : 1: py_interpret_to_execute 0.02% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.02% : 0.000023s : 1: remove_dup_value 2.95% : 0.002996s : 1: renormalize.infer 0.46% : 0.000463s : 1: renormalize.specialize 0.14% : 0.000142s : 1: rewriter_after_jit_bprop_graph 0.64% : 0.000650s : 1: rewriter_after_opt_a 0.06% : 0.000064s : 1: rewriter_before_opt_a 0.10% : 0.000103s : 1: symbol_engine_optimizer 81.29% : 0.082499s : 1: type_inference TotalTime = 0.392532, [30] [bootstrap]: 0.00032523 [type_inference]: 0.12327 [event_method]: 0.00016335 [auto_monad]: 0.00028285 [graph_reusing]: 1.062e-05 [pre_auto_parallel]: 3.73999e-06 [py_interpret_to_execute]: 5.209e-05 [rewriter_before_opt_a]: 0.00015675 [expand_dump_flag]: 4.65999e-06 [jit_opt_a]: 0.170506, [3] [Cycle 1]: 0.161887, [27] [switch_simplify]: 0.00040195 [loop_unroll]: 6.964e-05 [a_1]: 0.0136261 [with_stream_mark]: 4.87e-05 [recompute_prepare]: 3.738e-05 [updatestate_depend_eliminate]: 1.384e-05 [updatestate_assign_eliminate]: 1.209e-05 [updatestate_loads_eliminate]: 9.82001e-06 [parameter_eliminate]: 3.42002e-06 [specialize_transform]: 2.208e-05 [updatestate_useless_node_eliminater]: 2.554e-05 [accelerated_algorithm]: 2.136e-05 [meta_shard_fg_expand]: 1.161e-05 [get_grad_eliminate_]: 1.953e-05 [merge_forward]: 1.304e-05 [cell_reuse_recompute_pass]: 1.09e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.149e-05 [j_node_and_user_rematch]: 3.209e-05 [meta_fg_expand]: 0.00802276 [replace_old_param]: 0.00013144 [inline_without_move]: 0.00012506 [renormalize]: 0.138016 [add_forward_monad_depend]: 2.001e-05 [auto_monad_grad]: 1.017e-05 [auto_monad_eliminator]: 8.673e-05 [cse]: 0.00043387 [replace_applicator]: 0.00023847 [Cycle 2]: 0.00358224, [27] [switch_simplify]: 6.201e-05 [loop_unroll]: 5.56e-05 [a_1]: 0.00112849 [with_stream_mark]: 2.495e-05 [recompute_prepare]: 1.41e-05 [updatestate_depend_eliminate]: 2.69e-05 [updatestate_assign_eliminate]: 5.44e-06 [updatestate_loads_eliminate]: 4.78001e-06 [parameter_eliminate]: 2.32001e-06 [specialize_transform]: 9.94001e-06 [updatestate_useless_node_eliminater]: 1.397e-05 [accelerated_algorithm]: 9.44998e-06 [meta_shard_fg_expand]: 2.70002e-06 [get_grad_eliminate_]: 9.61e-06 [merge_forward]: 5.79e-06 [cell_reuse_recompute_pass]: 1.24e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.997e-05 [j_node_and_user_rematch]: 1.32e-05 [meta_fg_expand]: 0.00014069 [replace_old_param]: 1.712e-05 [inline_without_move]: 8.97999e-06 [renormalize]: 0.00169859 [add_forward_monad_depend]: 8.98002e-06 [auto_monad_grad]: 3.01001e-06 [auto_monad_eliminator]: 2.513e-05 [cse]: 4.355e-05 [replace_applicator]: 2.374e-05 [Cycle 3]: 0.00067457, [27] [switch_simplify]: 1.001e-05 [loop_unroll]: 8.47e-06 [a_1]: 0.00018475 [with_stream_mark]: 1.486e-05 [recompute_prepare]: 8.15999e-06 [updatestate_depend_eliminate]: 6.83e-06 [updatestate_assign_eliminate]: 5.51e-06 [updatestate_loads_eliminate]: 4.53999e-06 [parameter_eliminate]: 1.47999e-06 [specialize_transform]: 8.18999e-06 [updatestate_useless_node_eliminater]: 0.00011557 [accelerated_algorithm]: 1.215e-05 [meta_shard_fg_expand]: 2.64999e-06 [get_grad_eliminate_]: 8.75001e-06 [merge_forward]: 7.19001e-06 [cell_reuse_recompute_pass]: 2.34999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.819e-05 [j_node_and_user_rematch]: 1.502e-05 [meta_fg_expand]: 3.36001e-06 [replace_old_param]: 1.278e-05 [inline_without_move]: 8.37e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.91e-06 [auto_monad_grad]: 1.28002e-06 [auto_monad_eliminator]: 1.429e-05 [cse]: 2.682e-05 [replace_applicator]: 8.72e-06 [py_interpret_to_execute_after_opt_a]: 1.849e-05 [rewriter_after_opt_a]: 0.00023961 [convert_after_rewriter]: 1.316e-05 [order_py_execute_after_rewriter]: 7.11001e-06 [mutable_eliminate]: 0.00081483 [jit_opt_b]: 7.239e-05, [1] [Cycle 1]: 6.281e-05, [2] [frontend_op_eliminate]: 2.419e-05 [inline_after_opt_a]: 2.468e-05 [cconv]: 3.278e-05 [loop_unroll]: 0.00046628 [jit_opt_after_cconv]: 0.0944817, [1] [Cycle 1]: 0.0944678, [11] [c_1]: 5.112e-05 [parameter_eliminate]: 3.30003e-06 [updatestate_depend_eliminate]: 1.059e-05 [updatestate_assign_eliminate]: 5.61003e-06 [updatestate_loads_eliminate]: 4.25e-06 [cse]: 3.052e-05 [call_graph_tuple_transform]: 2.354e-05 [tuple_list_get_item_eliminator]: 8.22e-06 [none_parameter_eliminate]: 1.51002e-06 [renormalize]: 0.0941413 [switch_simplify]: 5.827e-05 [remove_dup_value]: 4.373e-05 [partial_unused_args_eliminate]: 7.68001e-06 [environ_conv]: 1.405e-05 [add_recomputation]: 9.816e-05 [cse_after_recomputation]: 6.273e-05, [1] [Cycle 1]: 5.081e-05, [1] [cse]: 4.197e-05 [auto_monad_reorder]: 3.019e-05 [get_jit_bprop_graph]: 2.79999e-06 [rewriter_after_jit_bprop_graph]: 1.133e-05 [opt_after_jit_grad]: 0.00089348 [symbol_engine_optimizer]: 0.00011641, [1] [Cycle 1]: 0.00010738, [6] [build]: 7.43e-06 [elim_shapecalc]: 1.256e-05 [elim_not_effective]: 2.835e-05 [opt_reshape]: 1.066e-05 [fold_const_symbol]: 1.529e-05 [renormalize]: 9.50007e-07 [validate]: 5.965e-05 Sums bootstrap : 0.000325s : 0.08% type_inference : 0.123270s : 31.86% event_method : 0.000163s : 0.04% auto_monad : 0.000283s : 0.07% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000052s : 0.01% rewriter_before_opt_a : 0.000157s : 0.04% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000474s : 0.12% jit_opt_a.loop_unroll : 0.000134s : 0.03% jit_opt_a.a_1 : 0.014939s : 3.86% jit_opt_a.with_stream_mark : 0.000089s : 0.02% jit_opt_a.recompute_prepare : 0.000060s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000048s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000019s : 0.00% jit_opt_a.parameter_eliminate : 0.000007s : 0.00% jit_opt_a.specialize_transform : 0.000040s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000155s : 0.04% jit_opt_a.accelerated_algorithm : 0.000043s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000017s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000038s : 0.01% jit_opt_a.merge_forward : 0.000026s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000100s : 0.03% jit_opt_a.j_node_and_user_rematch : 0.000060s : 0.02% jit_opt_a.meta_fg_expand : 0.008167s : 2.11% jit_opt_a.replace_old_param : 0.000161s : 0.04% jit_opt_a.inline_without_move : 0.000142s : 0.04% jit_opt_a.renormalize : 0.139715s : 36.11% jit_opt_a.add_forward_monad_depend : 0.000032s : 0.01% jit_opt_a.auto_monad_grad : 0.000014s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000126s : 0.03% jit_opt_a.cse : 0.000504s : 0.13% jit_opt_a.replace_applicator : 0.000271s : 0.07% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000240s : 0.06% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000815s : 0.21% jit_opt_b.frontend_op_eliminate : 0.000024s : 0.01% jit_opt_b.inline_after_opt_a : 0.000025s : 0.01% cconv : 0.000033s : 0.01% loop_unroll : 0.000466s : 0.12% jit_opt_after_cconv.c_1 : 0.000051s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.cse : 0.000031s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.094141s : 24.33% jit_opt_after_cconv.switch_simplify : 0.000058s : 0.02% remove_dup_value : 0.000044s : 0.01% partial_unused_args_eliminate : 0.000008s : 0.00% environ_conv : 0.000014s : 0.00% add_recomputation : 0.000098s : 0.03% cse_after_recomputation.cse : 0.000042s : 0.01% auto_monad_reorder : 0.000030s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000011s : 0.00% opt_after_jit_grad : 0.000893s : 0.23% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000028s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000060s : 0.02% Time group info: ------[substitution.] 0.013810 170 0.21% : 0.000029s : 8: substitution.depend_value_elim 0.03% : 0.000004s : 4: substitution.elim_not_effective 0.02% : 0.000003s : 4: substitution.fold_const_symbol 6.42% : 0.000887s : 4: substitution.getattr_setattr_resolve 0.05% : 0.000007s : 5: substitution.graph_param_transform 90.70% : 0.012525s : 16: substitution.inline 0.30% : 0.000042s : 4: substitution.inline_without_move 0.08% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.28% : 0.000039s : 5: substitution.minmaximum_grad 0.07% : 0.000010s : 9: substitution.partial_eliminate 0.22% : 0.000031s : 20: substitution.remove_not_recompute_node 0.39% : 0.000054s : 12: substitution.replace_applicator 0.12% : 0.000016s : 16: substitution.replace_old_param 0.03% : 0.000004s : 1: substitution.set_cell_output_no_recompute 0.12% : 0.000017s : 3: substitution.switch_simplify 0.15% : 0.000020s : 5: substitution.tuple_list_convert_item_index_to_positive 0.11% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 0.26% : 0.000035s : 8: substitution.tuple_list_get_item_eliminator 0.15% : 0.000020s : 8: substitution.updatestate_pure_node_eliminater 0.29% : 0.000040s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.123123 2 97.53% : 0.120079s : 1: type_inference.infer 2.47% : 0.003044s : 1: type_inference.specialize ------[replace.] 0.000545 27 14.22% : 0.000077s : 3: replace.getattr_setattr_resolve 38.71% : 0.000211s : 16: replace.inline 10.44% : 0.000057s : 1: replace.replace_applicator 16.05% : 0.000087s : 3: replace.switch_simplify 15.80% : 0.000086s : 3: replace.tuple_list_get_item_eliminator 4.78% : 0.000026s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.013384 27 6.12% : 0.000819s : 3: match.getattr_setattr_resolve 93.48% : 0.012511s : 16: match.inline 0.11% : 0.000015s : 1: match.replace_applicator 0.11% : 0.000015s : 3: match.switch_simplify 0.06% : 0.000008s : 3: match.tuple_list_get_item_eliminator 0.11% : 0.000015s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000544 3164 1.37% : 0.000007s : 50: predicate.accumulaten_eliminater 0.54% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.27% : 0.000007s : 50: predicate.addn_check_dump 1.61% : 0.000009s : 50: predicate.addn_zero_filter 2.10% : 0.000011s : 50: predicate.arithmetic_simplify 1.91% : 0.000010s : 50: predicate.cast_eliminate 0.14% : 0.000001s : 5: predicate.check_bprop_eliminate 1.21% : 0.000007s : 50: predicate.compare_switch_simplify 1.50% : 0.000008s : 50: predicate.depend_value_elim 1.27% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.39% : 0.000008s : 50: predicate.dict_get_item_eliminator 1.27% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.30% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.18% : 0.000001s : 5: predicate.elim_not_effective 0.22% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.53% : 0.000008s : 50: predicate.environ_add_const_eliminate 1.40% : 0.000008s : 50: predicate.environ_get_add_eliminate 1.27% : 0.000007s : 50: predicate.environ_get_depend_swap 1.40% : 0.000008s : 50: predicate.environ_get_eliminate 1.29% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.07% : 0.000000s : 5: predicate.fold_const_symbol 1.06% : 0.000006s : 26: predicate.get_grad_eliminate 1.62% : 0.000009s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000000s : 5: predicate.graph_param_transform 4.10% : 0.000022s : 80: predicate.inline 2.92% : 0.000016s : 87: predicate.inline_without_move 0.35% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.27% : 0.000007s : 26: predicate.less_batch_normalization 1.43% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.63% : 0.000009s : 58: predicate.load_eliminater 0.42% : 0.000002s : 5: predicate.loop_unroll_after_grad 3.80% : 0.000021s : 132: predicate.loop_unroll_before_grad 1.63% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.32% : 0.000007s : 50: predicate.merge_addn 1.24% : 0.000007s : 50: predicate.minmaximum_grad 0.56% : 0.000003s : 5: predicate.mutable_eliminate 0.19% : 0.000001s : 5: predicate.opt_reshape 1.93% : 0.000011s : 58: predicate.partial_eliminate 1.43% : 0.000008s : 50: predicate.print_const_string_wrapper 1.83% : 0.000010s : 50: predicate.reduce_eliminate 1.50% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.42% : 0.000002s : 26: predicate.remove_not_recompute_node 2.54% : 0.000014s : 126: predicate.replace_applicator 1.36% : 0.000007s : 87: predicate.replace_old_param 0.12% : 0.000001s : 5: predicate.reset_defer_inline 1.40% : 0.000008s : 50: predicate.reshape_eliminate 1.33% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.27% : 0.000001s : 5: predicate.row_tensor_eliminate 1.36% : 0.000007s : 50: predicate.same_eliminate 0.49% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.36% : 0.000002s : 10: predicate.special_op_eliminate 0.96% : 0.000005s : 26: predicate.specialize_transform 1.60% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.35% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.16% : 0.000001s : 5: predicate.switch_call_monad_eliminater 3.07% : 0.000017s : 70: predicate.switch_defer_inline 2.27% : 0.000012s : 70: predicate.switch_layer_defer_inline 8.14% : 0.000044s : 213: predicate.switch_simplify 1.38% : 0.000007s : 50: predicate.tile_eliminate 1.37% : 0.000007s : 50: predicate.transpose_eliminate 1.73% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.67% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 3.14% : 0.000017s : 63: predicate.tuple_list_get_item_eliminator 1.74% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.62% : 0.000009s : 53: predicate.tuple_to_list_eliminator_ 1.64% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 2.88% : 0.000016s : 85: predicate.updatestate_useless_node_eliminater 1.78% : 0.000010s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.19% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004247 47 61.60% : 0.002616s : 20: func_graph_cloner_run.FuncGraphClonerGraph 38.40% : 0.001631s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.549994 89 0.02% : 0.000102s : 1: add_recomputation 0.05% : 0.000293s : 1: auto_monad 0.01% : 0.000033s : 1: auto_monad_reorder 0.06% : 0.000355s : 1: bootstrap 0.01% : 0.000036s : 1: cconv 0.00% : 0.000016s : 1: convert_after_rewriter 0.01% : 0.000066s : 1: cse_after_recomputation 0.00% : 0.000016s : 1: environ_conv 0.03% : 0.000171s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 31.00% : 0.170511s : 1: jit_opt_a 17.18% : 0.094490s : 1: jit_opt_after_cconv 0.01% : 0.000076s : 1: jit_opt_b 0.09% : 0.000476s : 1: loop_unroll 0.15% : 0.000827s : 1: mutable_eliminate 3.01% : 0.016543s : 39: opt.transform.jit_opt_a 0.02% : 0.000128s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000042s : 4: opt.transform.jit_opt_b 0.00% : 0.000017s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000021s : 1: opt.transform.mutable_eliminate 0.01% : 0.000041s : 1: opt.transform.opt_after_jit_grad 0.19% : 0.001065s : 2: opt.transform.opt_resolve 0.01% : 0.000062s : 4: opt.transform.symbol_engine_opt 0.16% : 0.000906s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000010s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000055s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000047s : 1: remove_dup_value 24.67% : 0.135668s : 2: renormalize.infer 0.73% : 0.004019s : 2: renormalize.specialize 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000245s : 1: rewriter_after_opt_a 0.03% : 0.000161s : 1: rewriter_before_opt_a 0.02% : 0.000120s : 1: symbol_engine_optimizer 22.42% : 0.123298s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape3-0-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape3-0-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape4-1-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape4-1-pynative],max_mem:4.0M TotalTime = 0.174389, [30] [bootstrap]: 0.00074482 [type_inference]: 0.0141084 [event_method]: 1.466e-05 [auto_monad]: 0.00015612 [graph_reusing]: 7.11999e-06 [pre_auto_parallel]: 2.39999e-06 [py_interpret_to_execute]: 2.514e-05 [rewriter_before_opt_a]: 5.886e-05 [expand_dump_flag]: 2.75002e-06 [jit_opt_a]: 0.155427, [2] [Cycle 1]: 0.150335, [27] [switch_simplify]: 4.848e-05 [loop_unroll]: 2.298e-05 [a_1]: 0.00049247 [with_stream_mark]: 2.453e-05 [recompute_prepare]: 1.164e-05 [updatestate_depend_eliminate]: 6.79999e-06 [updatestate_assign_eliminate]: 7.43e-06 [updatestate_loads_eliminate]: 4.84e-06 [parameter_eliminate]: 2.34001e-06 [specialize_transform]: 9.29e-06 [updatestate_useless_node_eliminater]: 1.214e-05 [accelerated_algorithm]: 8.51002e-06 [meta_shard_fg_expand]: 2.91999e-06 [get_grad_eliminate_]: 8.53001e-06 [merge_forward]: 5.43002e-06 [cell_reuse_recompute_pass]: 1.09e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.032e-05 [j_node_and_user_rematch]: 1.76e-05 [meta_fg_expand]: 4.05e-06 [replace_old_param]: 1.29e-05 [inline_without_move]: 8.54e-06 [renormalize]: 0.149248 [add_forward_monad_depend]: 1.678e-05 [auto_monad_grad]: 4.05998e-06 [auto_monad_eliminator]: 3.484e-05 [cse]: 4.278e-05 [replace_applicator]: 2.942e-05 [Cycle 2]: 0.00054931, [27] [switch_simplify]: 9.99001e-06 [loop_unroll]: 8.97e-06 [a_1]: 0.00019659 [with_stream_mark]: 1.96e-05 [recompute_prepare]: 9.42001e-06 [updatestate_depend_eliminate]: 6.68e-06 [updatestate_assign_eliminate]: 5.82001e-06 [updatestate_loads_eliminate]: 4.76002e-06 [parameter_eliminate]: 2.31998e-06 [specialize_transform]: 9.22001e-06 [updatestate_useless_node_eliminater]: 1.196e-05 [accelerated_algorithm]: 1.05e-05 [meta_shard_fg_expand]: 3.13e-06 [get_grad_eliminate_]: 8.93002e-06 [merge_forward]: 5.99e-06 [cell_reuse_recompute_pass]: 3.71999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.08e-05 [j_node_and_user_rematch]: 1.4e-05 [meta_fg_expand]: 3.38e-06 [replace_old_param]: 1.296e-05 [inline_without_move]: 7.66999e-06 [renormalize]: 1.00001e-07 [add_forward_monad_depend]: 1.71e-06 [auto_monad_grad]: 1.29003e-06 [auto_monad_eliminator]: 1.29e-05 [cse]: 2.014e-05 [replace_applicator]: 8.58001e-06 [py_interpret_to_execute_after_opt_a]: 2.242e-05 [rewriter_after_opt_a]: 0.00060716 [convert_after_rewriter]: 1.626e-05 [order_py_execute_after_rewriter]: 8.42998e-06 [mutable_eliminate]: 0.00084152 [jit_opt_b]: 7.955e-05, [1] [Cycle 1]: 6.929e-05, [2] [frontend_op_eliminate]: 2.85e-05 [inline_after_opt_a]: 2.711e-05 [cconv]: 3.961e-05 [loop_unroll]: 0.00052951 [jit_opt_after_cconv]: 0.00029514, [1] [Cycle 1]: 0.00028683, [11] [c_1]: 5.89e-05 [parameter_eliminate]: 5.19e-06 [updatestate_depend_eliminate]: 1.311e-05 [updatestate_assign_eliminate]: 5.07999e-06 [updatestate_loads_eliminate]: 5.29e-06 [cse]: 3.864e-05 [call_graph_tuple_transform]: 2.529e-05 [tuple_list_get_item_eliminator]: 9.84999e-06 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 7.89994e-07 [switch_simplify]: 9.69e-06 [remove_dup_value]: 2.042e-05 [partial_unused_args_eliminate]: 2.67001e-06 [environ_conv]: 8.87e-06 [add_recomputation]: 8.268e-05 [cse_after_recomputation]: 3.282e-05, [1] [Cycle 1]: 2.493e-05, [1] [cse]: 1.73e-05 [auto_monad_reorder]: 3.023e-05 [get_jit_bprop_graph]: 3.04999e-06 [rewriter_after_jit_bprop_graph]: 0.00016073 [opt_after_jit_grad]: 0.0006253 [symbol_engine_optimizer]: 0.00010773, [1] [Cycle 1]: 9.959e-05, [6] [build]: 7.33999e-06 [elim_shapecalc]: 1.253e-05 [elim_not_effective]: 2.114e-05 [opt_reshape]: 9.69e-06 [fold_const_symbol]: 1.501e-05 [renormalize]: 1.50999e-06 [validate]: 5.672e-05 Sums bootstrap : 0.000745s : 0.44% type_inference : 0.014108s : 8.35% event_method : 0.000015s : 0.01% auto_monad : 0.000156s : 0.09% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000002s : 0.00% py_interpret_to_execute : 0.000025s : 0.01% rewriter_before_opt_a : 0.000059s : 0.03% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000058s : 0.03% jit_opt_a.loop_unroll : 0.000032s : 0.02% jit_opt_a.a_1 : 0.000689s : 0.41% jit_opt_a.with_stream_mark : 0.000044s : 0.03% jit_opt_a.recompute_prepare : 0.000021s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000013s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.01% 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 : 0.000024s : 0.01% jit_opt_a.accelerated_algorithm : 0.000019s : 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 : 0.000011s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000041s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000032s : 0.02% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.02% jit_opt_a.inline_without_move : 0.000016s : 0.01% jit_opt_a.renormalize : 0.149248s : 88.30% jit_opt_a.add_forward_monad_depend : 0.000018s : 0.01% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000048s : 0.03% jit_opt_a.cse : 0.000063s : 0.04% jit_opt_a.replace_applicator : 0.000038s : 0.02% py_interpret_to_execute_after_opt_a : 0.000022s : 0.01% rewriter_after_opt_a : 0.000607s : 0.36% convert_after_rewriter : 0.000016s : 0.01% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000842s : 0.50% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.02% jit_opt_b.inline_after_opt_a : 0.000027s : 0.02% cconv : 0.000040s : 0.02% loop_unroll : 0.000530s : 0.31% jit_opt_after_cconv.c_1 : 0.000059s : 0.03% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.01% 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 : 0.02% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.01% remove_dup_value : 0.000020s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.01% add_recomputation : 0.000083s : 0.05% cse_after_recomputation.cse : 0.000017s : 0.01% auto_monad_reorder : 0.000030s : 0.02% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000161s : 0.10% opt_after_jit_grad : 0.000625s : 0.37% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.01% symbol_engine_optimizer.renormalize : 0.000002s : 0.00% validate : 0.000057s : 0.03% Time group info: ------[substitution.] 0.000229 44 5.02% : 0.000011s : 2: substitution.depend_value_elim 1.54% : 0.000004s : 4: substitution.elim_not_effective 0.86% : 0.000002s : 4: substitution.fold_const_symbol 2.93% : 0.000007s : 5: substitution.graph_param_transform 70.08% : 0.000160s : 3: substitution.inline 2.34% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.22% : 0.000007s : 8: substitution.remove_not_recompute_node 2.94% : 0.000007s : 2: substitution.replace_old_param 6.14% : 0.000014s : 3: substitution.updatestate_pure_node_eliminater 4.94% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.014032 2 95.38% : 0.013383s : 1: type_inference.infer 4.62% : 0.000649s : 1: type_inference.specialize ------[replace.] 0.000037 3 100.00% : 0.000037s : 3: replace.inline ------[match.] 0.000158 3 100.00% : 0.000158s : 3: match.inline ------[predicate.] 0.000163 825 1.11% : 0.000002s : 12: predicate.accumulaten_eliminater 1.34% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.21% : 0.000002s : 12: predicate.addn_check_dump 1.28% : 0.000002s : 12: predicate.addn_zero_filter 3.16% : 0.000005s : 12: predicate.arithmetic_simplify 1.20% : 0.000002s : 12: predicate.cast_eliminate 0.58% : 0.000001s : 5: predicate.check_bprop_eliminate 1.00% : 0.000002s : 12: predicate.compare_switch_simplify 1.28% : 0.000002s : 12: predicate.depend_value_elim 1.04% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.37% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.05% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.12% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.47% : 0.000001s : 5: predicate.elim_not_effective 0.74% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.05% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.03% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.92% : 0.000002s : 12: predicate.environ_get_depend_swap 1.46% : 0.000002s : 12: predicate.environ_get_eliminate 1.01% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.27% : 0.000000s : 5: predicate.fold_const_symbol 1.43% : 0.000002s : 10: predicate.get_grad_eliminate 0.28% : 0.000000s : 5: predicate.graph_param_transform 5.03% : 0.000008s : 25: predicate.inline 1.35% : 0.000002s : 10: predicate.inline_without_move 0.48% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.87% : 0.000003s : 10: predicate.less_batch_normalization 1.32% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.67% : 0.000003s : 17: predicate.load_eliminater 2.04% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.74% : 0.000004s : 25: predicate.loop_unroll_before_grad 2.14% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 0.95% : 0.000002s : 12: predicate.merge_addn 1.01% : 0.000002s : 12: predicate.minmaximum_grad 2.00% : 0.000003s : 5: predicate.mutable_eliminate 0.61% : 0.000001s : 5: predicate.opt_reshape 2.17% : 0.000004s : 17: predicate.partial_eliminate 1.15% : 0.000002s : 12: predicate.print_const_string_wrapper 1.62% : 0.000003s : 12: predicate.reduce_eliminate 1.30% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.80% : 0.000001s : 10: predicate.remove_not_recompute_node 1.70% : 0.000003s : 22: predicate.replace_applicator 0.90% : 0.000001s : 10: predicate.replace_old_param 0.39% : 0.000001s : 5: predicate.reset_defer_inline 1.35% : 0.000002s : 12: predicate.reshape_eliminate 1.16% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.90% : 0.000001s : 5: predicate.row_tensor_eliminate 1.35% : 0.000002s : 12: predicate.same_eliminate 0.57% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.35% : 0.000002s : 10: predicate.special_op_eliminate 1.38% : 0.000002s : 10: predicate.specialize_transform 1.46% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.46% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.66% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.67% : 0.000003s : 15: predicate.switch_defer_inline 1.58% : 0.000003s : 15: predicate.switch_layer_defer_inline 5.66% : 0.000009s : 45: predicate.switch_simplify 1.31% : 0.000002s : 12: predicate.tile_eliminate 1.17% : 0.000002s : 12: predicate.transpose_eliminate 1.60% : 0.000003s : 12: predicate.tuple_list_convert_item_index_to_positive 1.23% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.36% : 0.000007s : 22: predicate.tuple_list_get_item_eliminator 1.59% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.27% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.77% : 0.000003s : 17: predicate.updatestate_pure_node_eliminater 3.28% : 0.000005s : 27: predicate.updatestate_useless_node_eliminater 1.73% : 0.000003s : 12: predicate.value_based_eliminate 0.48% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.03% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000458 6 5.30% : 0.000024s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.70% : 0.000434s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.324734 72 0.03% : 0.000086s : 1: add_recomputation 0.05% : 0.000161s : 1: auto_monad 0.01% : 0.000033s : 1: auto_monad_reorder 0.24% : 0.000780s : 1: bootstrap 0.01% : 0.000043s : 1: cconv 0.01% : 0.000020s : 1: convert_after_rewriter 0.01% : 0.000035s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.01% : 0.000019s : 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 47.86% : 0.155432s : 1: jit_opt_a 0.09% : 0.000298s : 1: jit_opt_after_cconv 0.03% : 0.000083s : 1: jit_opt_b 0.17% : 0.000541s : 1: loop_unroll 0.26% : 0.000853s : 1: mutable_eliminate 0.31% : 0.000995s : 26: opt.transform.jit_opt_a 0.03% : 0.000100s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000047s : 4: opt.transform.jit_opt_b 0.01% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000024s : 1: opt.transform.mutable_eliminate 0.01% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000054s : 4: opt.transform.symbol_engine_opt 0.20% : 0.000637s : 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 0.01% : 0.000028s : 1: py_interpret_to_execute 0.01% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000024s : 1: remove_dup_value 45.77% : 0.148633s : 1: renormalize.infer 0.18% : 0.000595s : 1: renormalize.specialize 0.05% : 0.000165s : 1: rewriter_after_jit_bprop_graph 0.19% : 0.000615s : 1: rewriter_after_opt_a 0.02% : 0.000062s : 1: rewriter_before_opt_a 0.03% : 0.000111s : 1: symbol_engine_optimizer 4.35% : 0.014127s : 1: type_inference TotalTime = 0.622414, [30] [bootstrap]: 0.00035363 [type_inference]: 0.32472 [event_method]: 0.00014525 [auto_monad]: 0.00027137 [graph_reusing]: 1.138e-05 [pre_auto_parallel]: 3.63e-06 [py_interpret_to_execute]: 4.828e-05 [rewriter_before_opt_a]: 0.00015003 [expand_dump_flag]: 4.50999e-06 [jit_opt_a]: 0.213317, [3] [Cycle 1]: 0.203847, [27] [switch_simplify]: 0.00031894 [loop_unroll]: 6.465e-05 [a_1]: 0.00177064 [with_stream_mark]: 4.038e-05 [recompute_prepare]: 2.822e-05 [updatestate_depend_eliminate]: 1.315e-05 [updatestate_assign_eliminate]: 1.206e-05 [updatestate_loads_eliminate]: 1.05e-05 [parameter_eliminate]: 3.8e-06 [specialize_transform]: 2.119e-05 [updatestate_useless_node_eliminater]: 2.536e-05 [accelerated_algorithm]: 1.896e-05 [meta_shard_fg_expand]: 7.92e-06 [get_grad_eliminate_]: 1.859e-05 [merge_forward]: 1.17e-05 [cell_reuse_recompute_pass]: 1.07e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.931e-05 [j_node_and_user_rematch]: 3.298e-05 [meta_fg_expand]: 0.0676212 [replace_old_param]: 0.00013499 [inline_without_move]: 0.00012273 [renormalize]: 0.132557 [add_forward_monad_depend]: 2.023e-05 [auto_monad_grad]: 1.158e-05 [auto_monad_eliminator]: 8.93e-05 [cse]: 0.00031812 [replace_applicator]: 0.00019936 [Cycle 2]: 0.00435038, [27] [switch_simplify]: 6.134e-05 [loop_unroll]: 5.668e-05 [a_1]: 0.00114964 [with_stream_mark]: 2.382e-05 [recompute_prepare]: 1.424e-05 [updatestate_depend_eliminate]: 2.786e-05 [updatestate_assign_eliminate]: 6.21e-06 [updatestate_loads_eliminate]: 4.77e-06 [parameter_eliminate]: 2.43002e-06 [specialize_transform]: 1.078e-05 [updatestate_useless_node_eliminater]: 1.305e-05 [accelerated_algorithm]: 8.87e-06 [meta_shard_fg_expand]: 2.96999e-06 [get_grad_eliminate_]: 1.022e-05 [merge_forward]: 6.88e-06 [cell_reuse_recompute_pass]: 1.42e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.334e-05 [j_node_and_user_rematch]: 1.438e-05 [meta_fg_expand]: 0.00013941 [replace_old_param]: 1.915e-05 [inline_without_move]: 9.22001e-06 [renormalize]: 0.00240323 [add_forward_monad_depend]: 1.061e-05 [auto_monad_grad]: 2.81999e-06 [auto_monad_eliminator]: 5.298e-05 [cse]: 4.481e-05 [replace_applicator]: 2.527e-05 [Cycle 3]: 0.00089857, [27] [switch_simplify]: 1.012e-05 [loop_unroll]: 8.70001e-06 [a_1]: 0.00018394 [with_stream_mark]: 1.778e-05 [recompute_prepare]: 8.57998e-06 [updatestate_depend_eliminate]: 6.32001e-06 [updatestate_assign_eliminate]: 4.80999e-06 [updatestate_loads_eliminate]: 4.68999e-06 [parameter_eliminate]: 1.63002e-06 [specialize_transform]: 8.74e-06 [updatestate_useless_node_eliminater]: 1.118e-05 [accelerated_algorithm]: 0.00034738 [meta_shard_fg_expand]: 3.64002e-06 [get_grad_eliminate_]: 1.178e-05 [merge_forward]: 8.90001e-06 [cell_reuse_recompute_pass]: 2.54999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.401e-05 [j_node_and_user_rematch]: 1.469e-05 [meta_fg_expand]: 3.75e-06 [replace_old_param]: 1.386e-05 [inline_without_move]: 8.08001e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 3.3e-06 [auto_monad_grad]: 1.82001e-06 [auto_monad_eliminator]: 1.418e-05 [cse]: 2.651e-05 [replace_applicator]: 8.18999e-06 [py_interpret_to_execute_after_opt_a]: 4.174e-05 [rewriter_after_opt_a]: 0.00025185 [convert_after_rewriter]: 1.333e-05 [order_py_execute_after_rewriter]: 6.79999e-06 [mutable_eliminate]: 0.0008303 [jit_opt_b]: 7.543e-05, [1] [Cycle 1]: 6.673e-05, [2] [frontend_op_eliminate]: 2.691e-05 [inline_after_opt_a]: 2.62e-05 [cconv]: 3.394e-05 [loop_unroll]: 0.00047572 [jit_opt_after_cconv]: 0.00021496, [1] [Cycle 1]: 0.00020789, [11] [c_1]: 5.301e-05 [parameter_eliminate]: 3.91001e-06 [updatestate_depend_eliminate]: 9.46e-06 [updatestate_assign_eliminate]: 5.48002e-06 [updatestate_loads_eliminate]: 4.60999e-06 [cse]: 3.167e-05 [call_graph_tuple_transform]: 2.435e-05 [tuple_list_get_item_eliminator]: 8.99e-06 [none_parameter_eliminate]: 1.39003e-06 [renormalize]: 6.20028e-07 [switch_simplify]: 1.021e-05 [remove_dup_value]: 2.14e-05 [partial_unused_args_eliminate]: 2.11998e-06 [environ_conv]: 7.43e-06 [add_recomputation]: 6.886e-05 [cse_after_recomputation]: 5.715e-05, [1] [Cycle 1]: 5.027e-05, [1] [cse]: 1.866e-05 [auto_monad_reorder]: 3.036e-05 [get_jit_bprop_graph]: 2.27001e-06 [rewriter_after_jit_bprop_graph]: 5.97999e-06 [opt_after_jit_grad]: 0.0807812 [symbol_engine_optimizer]: 0.00012703, [1] [Cycle 1]: 0.00011341, [6] [build]: 9.96e-06 [elim_shapecalc]: 1.298e-05 [elim_not_effective]: 2.895e-05 [opt_reshape]: 1.052e-05 [fold_const_symbol]: 1.471e-05 [renormalize]: 1.12e-06 [validate]: 6.876e-05 Sums bootstrap : 0.000354s : 0.06% type_inference : 0.324720s : 52.62% event_method : 0.000145s : 0.02% auto_monad : 0.000271s : 0.04% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000048s : 0.01% rewriter_before_opt_a : 0.000150s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000390s : 0.06% jit_opt_a.loop_unroll : 0.000130s : 0.02% jit_opt_a.a_1 : 0.003104s : 0.50% jit_opt_a.with_stream_mark : 0.000082s : 0.01% jit_opt_a.recompute_prepare : 0.000051s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000047s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000008s : 0.00% jit_opt_a.specialize_transform : 0.000041s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000050s : 0.01% jit_opt_a.accelerated_algorithm : 0.000375s : 0.06% jit_opt_a.meta_shard_fg_expand : 0.000015s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000041s : 0.01% jit_opt_a.merge_forward : 0.000027s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000087s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000062s : 0.01% jit_opt_a.meta_fg_expand : 0.067764s : 10.98% jit_opt_a.replace_old_param : 0.000168s : 0.03% jit_opt_a.inline_without_move : 0.000140s : 0.02% jit_opt_a.renormalize : 0.134961s : 21.87% jit_opt_a.add_forward_monad_depend : 0.000034s : 0.01% jit_opt_a.auto_monad_grad : 0.000016s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000156s : 0.03% jit_opt_a.cse : 0.000389s : 0.06% jit_opt_a.replace_applicator : 0.000233s : 0.04% py_interpret_to_execute_after_opt_a : 0.000042s : 0.01% rewriter_after_opt_a : 0.000252s : 0.04% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000830s : 0.13% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.00% jit_opt_b.inline_after_opt_a : 0.000026s : 0.00% cconv : 0.000034s : 0.01% loop_unroll : 0.000476s : 0.08% jit_opt_after_cconv.c_1 : 0.000053s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000032s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000021s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000007s : 0.00% add_recomputation : 0.000069s : 0.01% cse_after_recomputation.cse : 0.000019s : 0.00% auto_monad_reorder : 0.000030s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.080781s : 13.09% symbol_engine_optimizer.build : 0.000010s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000029s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000069s : 0.01% Time group info: ------[substitution.] 0.001935 170 1.26% : 0.000024s : 8: substitution.depend_value_elim 0.20% : 0.000004s : 4: substitution.elim_not_effective 0.10% : 0.000002s : 4: substitution.fold_const_symbol 45.65% : 0.000883s : 4: substitution.getattr_setattr_resolve 0.36% : 0.000007s : 5: substitution.graph_param_transform 35.40% : 0.000685s : 16: substitution.inline 2.04% : 0.000040s : 4: substitution.inline_without_move 0.67% : 0.000013s : 20: substitution.j_node_and_user_rematch 0.55% : 0.000011s : 5: substitution.minmaximum_grad 0.51% : 0.000010s : 9: substitution.partial_eliminate 0.78% : 0.000015s : 20: substitution.remove_not_recompute_node 3.83% : 0.000074s : 12: substitution.replace_applicator 0.94% : 0.000018s : 16: substitution.replace_old_param 0.17% : 0.000003s : 1: substitution.set_cell_output_no_recompute 0.79% : 0.000015s : 3: substitution.switch_simplify 1.08% : 0.000021s : 5: substitution.tuple_list_convert_item_index_to_positive 0.80% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 1.78% : 0.000035s : 8: substitution.tuple_list_get_item_eliminator 1.03% : 0.000020s : 8: substitution.updatestate_pure_node_eliminater 2.06% : 0.000040s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.324620 2 99.19% : 0.322000s : 1: type_inference.infer 0.81% : 0.002620s : 1: type_inference.specialize ------[replace.] 0.000506 27 13.35% : 0.000068s : 3: replace.getattr_setattr_resolve 30.15% : 0.000153s : 16: replace.inline 9.95% : 0.000050s : 1: replace.replace_applicator 13.98% : 0.000071s : 3: replace.switch_simplify 28.12% : 0.000142s : 3: replace.tuple_list_get_item_eliminator 4.46% : 0.000023s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001540 27 53.16% : 0.000818s : 3: match.getattr_setattr_resolve 43.74% : 0.000673s : 16: match.inline 0.79% : 0.000012s : 1: match.replace_applicator 0.88% : 0.000014s : 3: match.switch_simplify 0.44% : 0.000007s : 3: match.tuple_list_get_item_eliminator 0.99% : 0.000015s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000849 3164 0.90% : 0.000008s : 50: predicate.accumulaten_eliminater 0.72% : 0.000006s : 5: predicate.ad_related_special_op_eliminate 0.79% : 0.000007s : 50: predicate.addn_check_dump 0.83% : 0.000007s : 50: predicate.addn_zero_filter 1.18% : 0.000010s : 50: predicate.arithmetic_simplify 0.88% : 0.000007s : 50: predicate.cast_eliminate 0.10% : 0.000001s : 5: predicate.check_bprop_eliminate 0.75% : 0.000006s : 50: predicate.compare_switch_simplify 0.91% : 0.000008s : 50: predicate.depend_value_elim 0.88% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 0.84% : 0.000007s : 50: predicate.dict_get_item_eliminator 0.81% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.51% : 0.000004s : 5: predicate.dumpgradient_eliminate 0.11% : 0.000001s : 5: predicate.elim_not_effective 0.19% : 0.000002s : 5: predicate.elim_shapecalc_of_broadcastargs 0.77% : 0.000007s : 50: predicate.environ_add_const_eliminate 0.81% : 0.000007s : 50: predicate.environ_get_add_eliminate 0.87% : 0.000007s : 50: predicate.environ_get_depend_swap 0.90% : 0.000008s : 50: predicate.environ_get_eliminate 0.82% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.06% : 0.000000s : 5: predicate.fold_const_symbol 0.58% : 0.000005s : 26: predicate.get_grad_eliminate 0.86% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 5: predicate.graph_param_transform 2.52% : 0.000021s : 80: predicate.inline 1.87% : 0.000016s : 87: predicate.inline_without_move 0.23% : 0.000002s : 26: predicate.j_node_and_user_rematch 39.29% : 0.000333s : 26: predicate.less_batch_normalization 0.98% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.12% : 0.000010s : 58: predicate.load_eliminater 0.29% : 0.000002s : 5: predicate.loop_unroll_after_grad 2.32% : 0.000020s : 132: predicate.loop_unroll_before_grad 0.95% : 0.000008s : 55: predicate.make_slice_get_slice_eliminator 0.94% : 0.000008s : 50: predicate.merge_addn 0.84% : 0.000007s : 50: predicate.minmaximum_grad 0.36% : 0.000003s : 5: predicate.mutable_eliminate 0.12% : 0.000001s : 5: predicate.opt_reshape 1.27% : 0.000011s : 58: predicate.partial_eliminate 0.78% : 0.000007s : 50: predicate.print_const_string_wrapper 1.10% : 0.000009s : 50: predicate.reduce_eliminate 0.89% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.28% : 0.000002s : 26: predicate.remove_not_recompute_node 1.56% : 0.000013s : 126: predicate.replace_applicator 0.93% : 0.000008s : 87: predicate.replace_old_param 0.10% : 0.000001s : 5: predicate.reset_defer_inline 0.85% : 0.000007s : 50: predicate.reshape_eliminate 0.79% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.15% : 0.000001s : 5: predicate.row_tensor_eliminate 0.86% : 0.000007s : 50: predicate.same_eliminate 0.29% : 0.000002s : 28: predicate.set_cell_output_no_recompute 0.27% : 0.000002s : 10: predicate.special_op_eliminate 0.56% : 0.000005s : 26: predicate.specialize_transform 0.96% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 0.92% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.10% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.80% : 0.000015s : 70: predicate.switch_defer_inline 1.32% : 0.000011s : 70: predicate.switch_layer_defer_inline 4.34% : 0.000037s : 213: predicate.switch_simplify 0.85% : 0.000007s : 50: predicate.tile_eliminate 0.85% : 0.000007s : 50: predicate.transpose_eliminate 1.08% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.01% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 1.80% : 0.000015s : 63: predicate.tuple_list_get_item_eliminator 1.11% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 0.90% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.02% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 1.86% : 0.000016s : 85: predicate.updatestate_useless_node_eliminater 1.09% : 0.000009s : 50: predicate.value_based_eliminate 0.11% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.17% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.096287 47 2.68% : 0.002585s : 20: func_graph_cloner_run.FuncGraphClonerGraph 97.32% : 0.093702s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.763318 89 0.01% : 0.000072s : 1: add_recomputation 0.04% : 0.000280s : 1: auto_monad 0.00% : 0.000034s : 1: auto_monad_reorder 0.05% : 0.000386s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.01% : 0.000060s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.02% : 0.000153s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 27.95% : 0.213322s : 1: jit_opt_a 0.03% : 0.000219s : 1: jit_opt_after_cconv 0.01% : 0.000078s : 1: jit_opt_b 0.06% : 0.000485s : 1: loop_unroll 0.11% : 0.000842s : 1: mutable_eliminate 0.63% : 0.004803s : 39: opt.transform.jit_opt_a 0.01% : 0.000092s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000045s : 4: opt.transform.jit_opt_b 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000022s : 1: opt.transform.mutable_eliminate 0.01% : 0.000066s : 1: opt.transform.opt_after_jit_grad 0.13% : 0.001015s : 2: opt.transform.opt_resolve 0.01% : 0.000063s : 4: opt.transform.symbol_engine_opt 10.59% : 0.080813s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000051s : 1: py_interpret_to_execute 0.01% : 0.000047s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000024s : 1: remove_dup_value 5.03% : 0.038361s : 2: renormalize.infer 12.65% : 0.096568s : 2: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000257s : 1: rewriter_after_opt_a 0.02% : 0.000154s : 1: rewriter_before_opt_a 0.02% : 0.000131s : 1: symbol_engine_optimizer 42.54% : 0.324739s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape4-1-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape4-1-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape5-3-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape5-3-pynative],max_mem:4.0M TotalTime = 0.24052, [30] [bootstrap]: 0.00070149 [type_inference]: 0.0147855 [event_method]: 1.597e-05 [auto_monad]: 0.00015449 [graph_reusing]: 6.36e-06 [pre_auto_parallel]: 2.61e-06 [py_interpret_to_execute]: 2.912e-05 [rewriter_before_opt_a]: 5.936e-05 [expand_dump_flag]: 3.53e-06 [jit_opt_a]: 0.215854, [2] [Cycle 1]: 0.210323, [27] [switch_simplify]: 5.837e-05 [loop_unroll]: 2.348e-05 [a_1]: 0.00053096 [with_stream_mark]: 3.125e-05 [recompute_prepare]: 1.147e-05 [updatestate_depend_eliminate]: 7.01001e-06 [updatestate_assign_eliminate]: 6.53e-06 [updatestate_loads_eliminate]: 5.47001e-06 [parameter_eliminate]: 2.09e-06 [specialize_transform]: 9.24998e-06 [updatestate_useless_node_eliminater]: 1.137e-05 [accelerated_algorithm]: 9.41e-06 [meta_shard_fg_expand]: 3.26001e-06 [get_grad_eliminate_]: 9.51e-06 [merge_forward]: 6.39001e-06 [cell_reuse_recompute_pass]: 1.62999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.174e-05 [j_node_and_user_rematch]: 1.54e-05 [meta_fg_expand]: 3.90998e-06 [replace_old_param]: 1.492e-05 [inline_without_move]: 8.15999e-06 [renormalize]: 0.209172 [add_forward_monad_depend]: 1.924e-05 [auto_monad_grad]: 2.76e-06 [auto_monad_eliminator]: 3.252e-05 [cse]: 4.345e-05 [replace_applicator]: 3.012e-05 [Cycle 2]: 0.00056384, [27] [switch_simplify]: 1.108e-05 [loop_unroll]: 8.58001e-06 [a_1]: 0.00019607 [with_stream_mark]: 2.071e-05 [recompute_prepare]: 9.17001e-06 [updatestate_depend_eliminate]: 6.23e-06 [updatestate_assign_eliminate]: 6.19001e-06 [updatestate_loads_eliminate]: 4.64002e-06 [parameter_eliminate]: 2.09999e-06 [specialize_transform]: 8.77999e-06 [updatestate_useless_node_eliminater]: 1.103e-05 [accelerated_algorithm]: 8.45999e-06 [meta_shard_fg_expand]: 2.86999e-06 [get_grad_eliminate_]: 8.54998e-06 [merge_forward]: 6.68e-06 [cell_reuse_recompute_pass]: 3.06001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.155e-05 [j_node_and_user_rematch]: 1.382e-05 [meta_fg_expand]: 3.71001e-06 [replace_old_param]: 1.307e-05 [inline_without_move]: 8.72e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.62001e-06 [auto_monad_grad]: 1.59e-06 [auto_monad_eliminator]: 1.667e-05 [cse]: 2.503e-05 [replace_applicator]: 9.66e-06 [py_interpret_to_execute_after_opt_a]: 2.309e-05 [rewriter_after_opt_a]: 0.00061051 [convert_after_rewriter]: 1.727e-05 [order_py_execute_after_rewriter]: 7.95998e-06 [mutable_eliminate]: 0.0008302 [jit_opt_b]: 7.95e-05, [1] [Cycle 1]: 6.86e-05, [2] [frontend_op_eliminate]: 2.838e-05 [inline_after_opt_a]: 2.621e-05 [cconv]: 4.345e-05 [loop_unroll]: 0.00050482 [jit_opt_after_cconv]: 0.00448464, [1] [Cycle 1]: 0.0044689, [11] [c_1]: 5.697e-05 [parameter_eliminate]: 5.30001e-06 [updatestate_depend_eliminate]: 1.47e-05 [updatestate_assign_eliminate]: 6.39999e-06 [updatestate_loads_eliminate]: 5.04e-06 [cse]: 4.4e-05 [call_graph_tuple_transform]: 0.00414938 [tuple_list_get_item_eliminator]: 2.828e-05 [none_parameter_eliminate]: 9.51e-06 [renormalize]: 1.89e-06 [switch_simplify]: 1.504e-05 [remove_dup_value]: 6.101e-05 [partial_unused_args_eliminate]: 4.35999e-06 [environ_conv]: 2.06e-05 [add_recomputation]: 0.00012233 [cse_after_recomputation]: 8.086e-05, [1] [Cycle 1]: 6.322e-05, [1] [cse]: 4.835e-05 [auto_monad_reorder]: 3.973e-05 [get_jit_bprop_graph]: 3.87998e-06 [rewriter_after_jit_bprop_graph]: 0.00023988 [opt_after_jit_grad]: 0.00117616 [symbol_engine_optimizer]: 0.00013335, [1] [Cycle 1]: 0.00012211, [6] [build]: 1.073e-05 [elim_shapecalc]: 1.49e-05 [elim_not_effective]: 2.807e-05 [opt_reshape]: 1.046e-05 [fold_const_symbol]: 1.915e-05 [renormalize]: 1.45001e-06 [validate]: 7.707e-05 Sums bootstrap : 0.000701s : 0.30% type_inference : 0.014786s : 6.30% event_method : 0.000016s : 0.01% auto_monad : 0.000154s : 0.07% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000029s : 0.01% rewriter_before_opt_a : 0.000059s : 0.03% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000069s : 0.03% jit_opt_a.loop_unroll : 0.000032s : 0.01% jit_opt_a.a_1 : 0.000727s : 0.31% jit_opt_a.with_stream_mark : 0.000052s : 0.02% jit_opt_a.recompute_prepare : 0.000021s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000013s : 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 : 0.000022s : 0.01% jit_opt_a.accelerated_algorithm : 0.000018s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000018s : 0.01% jit_opt_a.merge_forward : 0.000013s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000029s : 0.01% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000028s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.01% jit_opt_a.renormalize : 0.209172s : 89.17% jit_opt_a.add_forward_monad_depend : 0.000022s : 0.01% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000049s : 0.02% jit_opt_a.cse : 0.000068s : 0.03% jit_opt_a.replace_applicator : 0.000040s : 0.02% py_interpret_to_execute_after_opt_a : 0.000023s : 0.01% rewriter_after_opt_a : 0.000611s : 0.26% convert_after_rewriter : 0.000017s : 0.01% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000830s : 0.35% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.01% jit_opt_b.inline_after_opt_a : 0.000026s : 0.01% cconv : 0.000043s : 0.02% loop_unroll : 0.000505s : 0.22% jit_opt_after_cconv.c_1 : 0.000057s : 0.02% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000015s : 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 : 0.000044s : 0.02% jit_opt_after_cconv.call_graph_tuple_transform : 0.004149s : 1.77% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000028s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000010s : 0.00% jit_opt_after_cconv.renormalize : 0.000002s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000015s : 0.01% remove_dup_value : 0.000061s : 0.03% partial_unused_args_eliminate : 0.000004s : 0.00% environ_conv : 0.000021s : 0.01% add_recomputation : 0.000122s : 0.05% cse_after_recomputation.cse : 0.000048s : 0.02% auto_monad_reorder : 0.000040s : 0.02% get_jit_bprop_graph : 0.000004s : 0.00% rewriter_after_jit_bprop_graph : 0.000240s : 0.10% opt_after_jit_grad : 0.001176s : 0.50% symbol_engine_optimizer.build : 0.000011s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000015s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000028s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000019s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000077s : 0.03% Time group info: ------[substitution.] 0.000286 44 4.15% : 0.000012s : 2: substitution.depend_value_elim 1.90% : 0.000005s : 4: substitution.elim_not_effective 1.59% : 0.000005s : 4: substitution.fold_const_symbol 9.58% : 0.000027s : 5: substitution.graph_param_transform 66.43% : 0.000190s : 3: substitution.inline 1.97% : 0.000006s : 8: substitution.j_node_and_user_rematch 2.72% : 0.000008s : 8: substitution.remove_not_recompute_node 2.57% : 0.000007s : 2: substitution.replace_old_param 4.96% : 0.000014s : 3: substitution.updatestate_pure_node_eliminater 4.15% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.014708 2 93.68% : 0.013779s : 1: type_inference.infer 6.32% : 0.000930s : 1: type_inference.specialize ------[replace.] 0.000039 3 100.00% : 0.000039s : 3: replace.inline ------[match.] 0.000187 3 100.00% : 0.000187s : 3: match.inline ------[predicate.] 0.000171 825 1.12% : 0.000002s : 12: predicate.accumulaten_eliminater 2.48% : 0.000004s : 5: predicate.ad_related_special_op_eliminate 0.99% : 0.000002s : 12: predicate.addn_check_dump 1.48% : 0.000003s : 12: predicate.addn_zero_filter 1.86% : 0.000003s : 12: predicate.arithmetic_simplify 1.17% : 0.000002s : 12: predicate.cast_eliminate 0.71% : 0.000001s : 5: predicate.check_bprop_eliminate 1.07% : 0.000002s : 12: predicate.compare_switch_simplify 1.14% : 0.000002s : 12: predicate.depend_value_elim 0.96% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.17% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.22% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.79% : 0.000003s : 5: predicate.dumpgradient_eliminate 0.47% : 0.000001s : 5: predicate.elim_not_effective 0.76% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.11% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.10% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.10% : 0.000002s : 12: predicate.environ_get_depend_swap 1.10% : 0.000002s : 12: predicate.environ_get_eliminate 0.88% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.30% : 0.000001s : 5: predicate.fold_const_symbol 1.43% : 0.000002s : 10: predicate.get_grad_eliminate 1.29% : 0.000002s : 5: predicate.graph_param_transform 4.98% : 0.000009s : 25: predicate.inline 1.20% : 0.000002s : 10: predicate.inline_without_move 0.43% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.47% : 0.000003s : 10: predicate.less_batch_normalization 1.33% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.53% : 0.000003s : 17: predicate.load_eliminater 1.76% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.55% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.97% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.12% : 0.000002s : 12: predicate.merge_addn 1.15% : 0.000002s : 12: predicate.minmaximum_grad 2.63% : 0.000005s : 5: predicate.mutable_eliminate 0.82% : 0.000001s : 5: predicate.opt_reshape 1.77% : 0.000003s : 17: predicate.partial_eliminate 1.29% : 0.000002s : 12: predicate.print_const_string_wrapper 1.87% : 0.000003s : 12: predicate.reduce_eliminate 1.09% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.77% : 0.000001s : 10: predicate.remove_not_recompute_node 1.53% : 0.000003s : 22: predicate.replace_applicator 0.83% : 0.000001s : 10: predicate.replace_old_param 0.46% : 0.000001s : 5: predicate.reset_defer_inline 1.22% : 0.000002s : 12: predicate.reshape_eliminate 1.03% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 1.16% : 0.000002s : 5: predicate.row_tensor_eliminate 1.22% : 0.000002s : 12: predicate.same_eliminate 0.68% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.64% : 0.000003s : 10: predicate.special_op_eliminate 1.29% : 0.000002s : 10: predicate.specialize_transform 1.51% : 0.000003s : 12: predicate.split_environ_get_set_with_tuple_value 1.11% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.48% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.52% : 0.000003s : 15: predicate.switch_defer_inline 1.43% : 0.000002s : 15: predicate.switch_layer_defer_inline 6.67% : 0.000011s : 45: predicate.switch_simplify 1.41% : 0.000002s : 12: predicate.tile_eliminate 0.98% : 0.000002s : 12: predicate.transpose_eliminate 1.35% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.19% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.42% : 0.000008s : 22: predicate.tuple_list_get_item_eliminator 1.79% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.06% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.45% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.22% : 0.000006s : 27: predicate.updatestate_useless_node_eliminater 1.54% : 0.000003s : 12: predicate.value_based_eliminate 0.50% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.87% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000627 6 4.35% : 0.000027s : 1: func_graph_cloner_run.FuncGraphClonerGraph 95.65% : 0.000600s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.454964 72 0.03% : 0.000129s : 1: add_recomputation 0.03% : 0.000159s : 1: auto_monad 0.01% : 0.000044s : 1: auto_monad_reorder 0.16% : 0.000733s : 1: bootstrap 0.01% : 0.000046s : 1: cconv 0.00% : 0.000022s : 1: convert_after_rewriter 0.02% : 0.000085s : 1: cse_after_recomputation 0.01% : 0.000025s : 1: environ_conv 0.00% : 0.000021s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000008s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 47.45% : 0.215859s : 1: jit_opt_a 0.99% : 0.004501s : 1: jit_opt_after_cconv 0.02% : 0.000083s : 1: jit_opt_b 0.11% : 0.000517s : 1: loop_unroll 0.19% : 0.000845s : 1: mutable_eliminate 0.23% : 0.001043s : 26: opt.transform.jit_opt_a 0.93% : 0.004228s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000046s : 4: opt.transform.jit_opt_b 0.00% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000027s : 1: opt.transform.mutable_eliminate 0.01% : 0.000059s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000068s : 4: opt.transform.symbol_engine_opt 0.26% : 0.001199s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000007s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.01% : 0.000032s : 1: py_interpret_to_execute 0.01% : 0.000026s : 1: py_interpret_to_execute_after_opt_a 0.02% : 0.000069s : 1: remove_dup_value 45.84% : 0.208563s : 1: renormalize.infer 0.13% : 0.000595s : 1: renormalize.specialize 0.05% : 0.000247s : 1: rewriter_after_jit_bprop_graph 0.14% : 0.000621s : 1: rewriter_after_opt_a 0.01% : 0.000063s : 1: rewriter_before_opt_a 0.03% : 0.000138s : 1: symbol_engine_optimizer 3.25% : 0.014806s : 1: type_inference TotalTime = 0.712745, [30] [bootstrap]: 0.00031112 [type_inference]: 0.421711 [event_method]: 0.00014227 [auto_monad]: 0.00027413 [graph_reusing]: 1.05e-05 [pre_auto_parallel]: 3.53999e-06 [py_interpret_to_execute]: 4.581e-05 [rewriter_before_opt_a]: 0.00014617 [expand_dump_flag]: 4.21001e-06 [jit_opt_a]: 0.28648, [3] [Cycle 1]: 0.173613, [27] [switch_simplify]: 0.00024167 [loop_unroll]: 6.607e-05 [a_1]: 0.00152962 [with_stream_mark]: 4.177e-05 [recompute_prepare]: 3.139e-05 [updatestate_depend_eliminate]: 1.331e-05 [updatestate_assign_eliminate]: 1.051e-05 [updatestate_loads_eliminate]: 1.059e-05 [parameter_eliminate]: 3.41999e-06 [specialize_transform]: 2.129e-05 [updatestate_useless_node_eliminater]: 2.459e-05 [accelerated_algorithm]: 1.903e-05 [meta_shard_fg_expand]: 7.63001e-06 [get_grad_eliminate_]: 1.834e-05 [merge_forward]: 1.246e-05 [cell_reuse_recompute_pass]: 1.23002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.878e-05 [j_node_and_user_rematch]: 3.339e-05 [meta_fg_expand]: 0.00729552 [replace_old_param]: 0.00012413 [inline_without_move]: 0.00012357 [renormalize]: 0.162805 [add_forward_monad_depend]: 2.622e-05 [auto_monad_grad]: 1.035e-05 [auto_monad_eliminator]: 9.367e-05 [cse]: 0.0003446 [replace_applicator]: 0.00022796 [Cycle 2]: 0.00407476, [27] [switch_simplify]: 6.32e-05 [loop_unroll]: 5.73e-05 [a_1]: 0.0015129 [with_stream_mark]: 3.683e-05 [recompute_prepare]: 2.14e-05 [updatestate_depend_eliminate]: 5.625e-05 [updatestate_assign_eliminate]: 6.07001e-06 [updatestate_loads_eliminate]: 4.72e-06 [parameter_eliminate]: 3.53999e-06 [specialize_transform]: 1.257e-05 [updatestate_useless_node_eliminater]: 1.879e-05 [accelerated_algorithm]: 9.44e-06 [meta_shard_fg_expand]: 2.82002e-06 [get_grad_eliminate_]: 9.07001e-06 [merge_forward]: 6.86001e-06 [cell_reuse_recompute_pass]: 1.83002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.126e-05 [j_node_and_user_rematch]: 1.425e-05 [meta_fg_expand]: 0.00013918 [replace_old_param]: 2.206e-05 [inline_without_move]: 9.67999e-06 [renormalize]: 0.00166426 [add_forward_monad_depend]: 1.113e-05 [auto_monad_grad]: 3.25998e-06 [auto_monad_eliminator]: 2.799e-05 [cse]: 4.699e-05 [replace_applicator]: 2.915e-05 [Cycle 3]: 0.00062903, [27] [switch_simplify]: 9.44e-06 [loop_unroll]: 8.85999e-06 [a_1]: 0.00018853 [with_stream_mark]: 2.129e-05 [recompute_prepare]: 1.112e-05 [updatestate_depend_eliminate]: 7.58001e-06 [updatestate_assign_eliminate]: 6.00002e-06 [updatestate_loads_eliminate]: 4.68999e-06 [parameter_eliminate]: 2.86999e-06 [specialize_transform]: 1.071e-05 [updatestate_useless_node_eliminater]: 1.211e-05 [accelerated_algorithm]: 9.15001e-06 [meta_shard_fg_expand]: 3.28e-06 [get_grad_eliminate_]: 8.32998e-06 [merge_forward]: 6.19999e-06 [cell_reuse_recompute_pass]: 3.23e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.26e-05 [j_node_and_user_rematch]: 1.502e-05 [meta_fg_expand]: 3.36001e-06 [replace_old_param]: 1.303e-05 [inline_without_move]: 8.57998e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 3.18e-06 [auto_monad_grad]: 2.34001e-06 [auto_monad_eliminator]: 1.504e-05 [cse]: 2.852e-05 [replace_applicator]: 1.687e-05 [py_interpret_to_execute_after_opt_a]: 2.306e-05 [rewriter_after_opt_a]: 0.00028776 [convert_after_rewriter]: 1.816e-05 [order_py_execute_after_rewriter]: 7.97e-06 [mutable_eliminate]: 0.00092445 [jit_opt_b]: 8.686e-05, [1] [Cycle 1]: 7.483e-05, [2] [frontend_op_eliminate]: 2.925e-05 [inline_after_opt_a]: 2.893e-05 [cconv]: 4.504e-05 [loop_unroll]: 0.00060071 [jit_opt_after_cconv]: 0.00027853, [1] [Cycle 1]: 0.00026693, [11] [c_1]: 6.611e-05 [parameter_eliminate]: 6.39999e-06 [updatestate_depend_eliminate]: 1.765e-05 [updatestate_assign_eliminate]: 5.22999e-06 [updatestate_loads_eliminate]: 4.80001e-06 [cse]: 5.148e-05 [call_graph_tuple_transform]: 2.999e-05 [tuple_list_get_item_eliminator]: 8.84998e-06 [none_parameter_eliminate]: 1.60001e-06 [renormalize]: 6.69999e-07 [switch_simplify]: 1e-05 [remove_dup_value]: 2.502e-05 [partial_unused_args_eliminate]: 2.71e-06 [environ_conv]: 1.029e-05 [add_recomputation]: 7.855e-05 [cse_after_recomputation]: 3.829e-05, [1] [Cycle 1]: 2.921e-05, [1] [cse]: 2.084e-05 [auto_monad_reorder]: 2.697e-05 [get_jit_bprop_graph]: 2.74001e-06 [rewriter_after_jit_bprop_graph]: 9.42001e-06 [opt_after_jit_grad]: 0.00066692 [symbol_engine_optimizer]: 0.0001195, [1] [Cycle 1]: 0.00011096, [6] [build]: 8.23999e-06 [elim_shapecalc]: 1.281e-05 [elim_not_effective]: 2.639e-05 [opt_reshape]: 1.21e-05 [fold_const_symbol]: 1.591e-05 [renormalize]: 5.19998e-07 [validate]: 5.755e-05 Sums bootstrap : 0.000311s : 0.05% type_inference : 0.421711s : 69.91% event_method : 0.000142s : 0.02% auto_monad : 0.000274s : 0.05% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000046s : 0.01% rewriter_before_opt_a : 0.000146s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000314s : 0.05% jit_opt_a.loop_unroll : 0.000132s : 0.02% jit_opt_a.a_1 : 0.003231s : 0.54% jit_opt_a.with_stream_mark : 0.000100s : 0.02% jit_opt_a.recompute_prepare : 0.000064s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000077s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000010s : 0.00% jit_opt_a.specialize_transform : 0.000045s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000055s : 0.01% jit_opt_a.accelerated_algorithm : 0.000038s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000014s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.01% jit_opt_a.merge_forward : 0.000026s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000083s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000063s : 0.01% jit_opt_a.meta_fg_expand : 0.007438s : 1.23% jit_opt_a.replace_old_param : 0.000159s : 0.03% jit_opt_a.inline_without_move : 0.000142s : 0.02% jit_opt_a.renormalize : 0.164469s : 27.26% jit_opt_a.add_forward_monad_depend : 0.000041s : 0.01% jit_opt_a.auto_monad_grad : 0.000016s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000137s : 0.02% jit_opt_a.cse : 0.000420s : 0.07% jit_opt_a.replace_applicator : 0.000274s : 0.05% py_interpret_to_execute_after_opt_a : 0.000023s : 0.00% rewriter_after_opt_a : 0.000288s : 0.05% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000924s : 0.15% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.00% jit_opt_b.inline_after_opt_a : 0.000029s : 0.00% cconv : 0.000045s : 0.01% loop_unroll : 0.000601s : 0.10% jit_opt_after_cconv.c_1 : 0.000066s : 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 : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000051s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000030s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000025s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000079s : 0.01% cse_after_recomputation.cse : 0.000021s : 0.00% auto_monad_reorder : 0.000027s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000667s : 0.11% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000026s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000058s : 0.01% Time group info: ------[substitution.] 0.001922 170 1.50% : 0.000029s : 8: substitution.depend_value_elim 0.20% : 0.000004s : 4: substitution.elim_not_effective 0.11% : 0.000002s : 4: substitution.fold_const_symbol 49.53% : 0.000952s : 4: substitution.getattr_setattr_resolve 0.45% : 0.000009s : 5: substitution.graph_param_transform 31.47% : 0.000605s : 16: substitution.inline 1.96% : 0.000038s : 4: substitution.inline_without_move 0.65% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.54% : 0.000010s : 5: substitution.minmaximum_grad 0.40% : 0.000008s : 9: substitution.partial_eliminate 0.82% : 0.000016s : 20: substitution.remove_not_recompute_node 2.92% : 0.000056s : 12: substitution.replace_applicator 0.92% : 0.000018s : 16: substitution.replace_old_param 0.19% : 0.000004s : 1: substitution.set_cell_output_no_recompute 0.84% : 0.000016s : 3: substitution.switch_simplify 1.13% : 0.000022s : 5: substitution.tuple_list_convert_item_index_to_positive 0.72% : 0.000014s : 5: substitution.tuple_list_get_item_depend_reorder 1.99% : 0.000038s : 8: substitution.tuple_list_get_item_eliminator 1.38% : 0.000026s : 8: substitution.updatestate_pure_node_eliminater 2.27% : 0.000044s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.421600 2 99.38% : 0.418989s : 1: type_inference.infer 0.62% : 0.002611s : 1: type_inference.specialize ------[replace.] 0.000547 27 11.43% : 0.000062s : 3: replace.getattr_setattr_resolve 26.78% : 0.000146s : 16: replace.inline 11.47% : 0.000063s : 1: replace.replace_applicator 15.69% : 0.000086s : 3: replace.switch_simplify 29.55% : 0.000162s : 3: replace.tuple_list_get_item_eliminator 5.08% : 0.000028s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001432 27 54.29% : 0.000777s : 3: match.getattr_setattr_resolve 41.56% : 0.000595s : 16: match.inline 1.21% : 0.000017s : 1: match.replace_applicator 1.02% : 0.000015s : 3: match.switch_simplify 0.71% : 0.000010s : 3: match.tuple_list_get_item_eliminator 1.20% : 0.000017s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000523 3164 1.44% : 0.000008s : 50: predicate.accumulaten_eliminater 0.55% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.21% : 0.000006s : 50: predicate.addn_check_dump 1.35% : 0.000007s : 50: predicate.addn_zero_filter 2.09% : 0.000011s : 50: predicate.arithmetic_simplify 1.64% : 0.000009s : 50: predicate.cast_eliminate 0.19% : 0.000001s : 5: predicate.check_bprop_eliminate 1.20% : 0.000006s : 50: predicate.compare_switch_simplify 1.40% : 0.000007s : 50: predicate.depend_value_elim 1.39% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.41% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.25% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.49% : 0.000003s : 5: predicate.dumpgradient_eliminate 0.15% : 0.000001s : 5: predicate.elim_not_effective 0.23% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.32% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.24% : 0.000006s : 50: predicate.environ_get_add_eliminate 1.23% : 0.000006s : 50: predicate.environ_get_depend_swap 1.28% : 0.000007s : 50: predicate.environ_get_eliminate 1.27% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 1.06% : 0.000006s : 26: predicate.get_grad_eliminate 1.22% : 0.000006s : 20: predicate.getattr_setattr_resolve 0.10% : 0.000000s : 5: predicate.graph_param_transform 4.06% : 0.000021s : 80: predicate.inline 3.07% : 0.000016s : 87: predicate.inline_without_move 0.38% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.35% : 0.000007s : 26: predicate.less_batch_normalization 1.59% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.55% : 0.000008s : 58: predicate.load_eliminater 0.68% : 0.000004s : 5: predicate.loop_unroll_after_grad 4.09% : 0.000021s : 132: predicate.loop_unroll_before_grad 1.71% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.19% : 0.000006s : 50: predicate.merge_addn 1.26% : 0.000007s : 50: predicate.minmaximum_grad 1.04% : 0.000005s : 5: predicate.mutable_eliminate 0.22% : 0.000001s : 5: predicate.opt_reshape 1.90% : 0.000010s : 58: predicate.partial_eliminate 1.74% : 0.000009s : 50: predicate.print_const_string_wrapper 1.72% : 0.000009s : 50: predicate.reduce_eliminate 1.57% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000002s : 26: predicate.remove_not_recompute_node 2.61% : 0.000014s : 126: predicate.replace_applicator 1.47% : 0.000008s : 87: predicate.replace_old_param 0.27% : 0.000001s : 5: predicate.reset_defer_inline 1.39% : 0.000007s : 50: predicate.reshape_eliminate 1.30% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.46% : 0.000002s : 5: predicate.row_tensor_eliminate 1.50% : 0.000008s : 50: predicate.same_eliminate 0.66% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.38% : 0.000002s : 10: predicate.special_op_eliminate 0.97% : 0.000005s : 26: predicate.specialize_transform 1.52% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 1.39% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.16% : 0.000001s : 5: predicate.switch_call_monad_eliminater 3.11% : 0.000016s : 70: predicate.switch_defer_inline 2.13% : 0.000011s : 70: predicate.switch_layer_defer_inline 6.97% : 0.000036s : 213: predicate.switch_simplify 1.36% : 0.000007s : 50: predicate.tile_eliminate 1.39% : 0.000007s : 50: predicate.transpose_eliminate 1.80% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.61% : 0.000008s : 50: predicate.tuple_list_get_item_depend_reorder 3.17% : 0.000017s : 63: predicate.tuple_list_get_item_eliminator 1.84% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.44% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.81% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 2.81% : 0.000015s : 85: predicate.updatestate_useless_node_eliminater 1.63% : 0.000009s : 50: predicate.value_based_eliminate 0.15% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.35% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.192352 47 99.12% : 0.190651s : 20: func_graph_cloner_run.FuncGraphClonerGraph 0.88% : 0.001701s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.883001 89 0.01% : 0.000084s : 1: add_recomputation 0.03% : 0.000284s : 1: auto_monad 0.00% : 0.000030s : 1: auto_monad_reorder 0.04% : 0.000337s : 1: bootstrap 0.01% : 0.000048s : 1: cconv 0.00% : 0.000022s : 1: convert_after_rewriter 0.00% : 0.000041s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.02% : 0.000151s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 32.44% : 0.286484s : 1: jit_opt_a 0.03% : 0.000282s : 1: jit_opt_after_cconv 0.01% : 0.000090s : 1: jit_opt_b 0.07% : 0.000643s : 1: loop_unroll 0.11% : 0.000945s : 1: mutable_eliminate 0.52% : 0.004562s : 39: opt.transform.jit_opt_a 0.01% : 0.000109s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000049s : 4: opt.transform.jit_opt_b 0.00% : 0.000024s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000031s : 1: opt.transform.mutable_eliminate 0.00% : 0.000042s : 1: opt.transform.opt_after_jit_grad 0.12% : 0.001076s : 2: opt.transform.opt_resolve 0.01% : 0.000061s : 4: opt.transform.symbol_engine_opt 0.08% : 0.000683s : 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% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000049s : 1: py_interpret_to_execute 0.00% : 0.000026s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000028s : 1: remove_dup_value 18.15% : 0.160292s : 2: renormalize.infer 0.47% : 0.004148s : 2: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000296s : 1: rewriter_after_opt_a 0.02% : 0.000150s : 1: rewriter_before_opt_a 0.01% : 0.000123s : 1: symbol_engine_optimizer 47.76% : 0.421739s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape5-3-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape5-3-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape6--1-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape6--1-pynative],max_mem:4.0M TotalTime = 0.258288, [30] [bootstrap]: 0.00101169 [type_inference]: 0.244929 [event_method]: 1.784e-05 [auto_monad]: 0.00016694 [graph_reusing]: 6.43e-06 [pre_auto_parallel]: 2.34999e-06 [py_interpret_to_execute]: 3.402e-05 [rewriter_before_opt_a]: 5.891e-05 [expand_dump_flag]: 3.18e-06 [jit_opt_a]: 0.00828384, [2] [Cycle 1]: 0.00262083, [27] [switch_simplify]: 5.563e-05 [loop_unroll]: 2.228e-05 [a_1]: 0.00102591 [with_stream_mark]: 3.118e-05 [recompute_prepare]: 1.369e-05 [updatestate_depend_eliminate]: 7.06001e-06 [updatestate_assign_eliminate]: 5.86e-06 [updatestate_loads_eliminate]: 5.24e-06 [parameter_eliminate]: 2.06e-06 [specialize_transform]: 9.79e-06 [updatestate_useless_node_eliminater]: 1.184e-05 [accelerated_algorithm]: 9.42999e-06 [meta_shard_fg_expand]: 3.13e-06 [get_grad_eliminate_]: 8.32e-06 [merge_forward]: 5.64e-06 [cell_reuse_recompute_pass]: 1.40001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.138e-05 [j_node_and_user_rematch]: 1.357e-05 [meta_fg_expand]: 4.15999e-06 [replace_old_param]: 1.321e-05 [inline_without_move]: 7.68001e-06 [renormalize]: 0.00103784 [add_forward_monad_depend]: 1.099e-05 [auto_monad_grad]: 3.19001e-06 [auto_monad_eliminator]: 2.327e-05 [cse]: 3.849e-05 [replace_applicator]: 1.768e-05 [Cycle 2]: 0.00051474, [27] [switch_simplify]: 1.042e-05 [loop_unroll]: 8.13001e-06 [a_1]: 0.00016996 [with_stream_mark]: 1.229e-05 [recompute_prepare]: 8.64e-06 [updatestate_depend_eliminate]: 5.19e-06 [updatestate_assign_eliminate]: 4.74e-06 [updatestate_loads_eliminate]: 4.02e-06 [parameter_eliminate]: 1.24e-06 [specialize_transform]: 8.45999e-06 [updatestate_useless_node_eliminater]: 1.089e-05 [accelerated_algorithm]: 8.35999e-06 [meta_shard_fg_expand]: 2.31e-06 [get_grad_eliminate_]: 7.64002e-06 [merge_forward]: 4.72e-06 [cell_reuse_recompute_pass]: 2.27999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.629e-05 [j_node_and_user_rematch]: 1.233e-05 [meta_fg_expand]: 2.70002e-06 [replace_old_param]: 1.062e-05 [inline_without_move]: 7.3e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.11002e-06 [auto_monad_grad]: 1.20999e-06 [auto_monad_eliminator]: 1.214e-05 [cse]: 4.273e-05 [replace_applicator]: 1.04e-05 [py_interpret_to_execute_after_opt_a]: 1.822e-05 [rewriter_after_opt_a]: 0.00062317 [convert_after_rewriter]: 1.404e-05 [order_py_execute_after_rewriter]: 8.33001e-06 [mutable_eliminate]: 0.0008326 [jit_opt_b]: 7.716e-05, [1] [Cycle 1]: 6.81e-05, [2] [frontend_op_eliminate]: 2.752e-05 [inline_after_opt_a]: 2.703e-05 [cconv]: 3.814e-05 [loop_unroll]: 0.00052939 [jit_opt_after_cconv]: 0.00023811, [1] [Cycle 1]: 0.00022934, [11] [c_1]: 5.526e-05 [parameter_eliminate]: 5.20999e-06 [updatestate_depend_eliminate]: 1.421e-05 [updatestate_assign_eliminate]: 6.72002e-06 [updatestate_loads_eliminate]: 5.15001e-06 [cse]: 3.967e-05 [call_graph_tuple_transform]: 2.532e-05 [tuple_list_get_item_eliminator]: 8.76002e-06 [none_parameter_eliminate]: 1.42999e-06 [renormalize]: 9.80013e-07 [switch_simplify]: 8.79e-06 [remove_dup_value]: 2.258e-05 [partial_unused_args_eliminate]: 2.56e-06 [environ_conv]: 8.42998e-06 [add_recomputation]: 7.595e-05 [cse_after_recomputation]: 2.929e-05, [1] [Cycle 1]: 2.259e-05, [1] [cse]: 1.555e-05 [auto_monad_reorder]: 2.96e-05 [get_jit_bprop_graph]: 2.43e-06 [rewriter_after_jit_bprop_graph]: 0.00015574 [opt_after_jit_grad]: 0.00064358 [symbol_engine_optimizer]: 0.00010512, [1] [Cycle 1]: 9.574e-05, [6] [build]: 7.51999e-06 [elim_shapecalc]: 1.158e-05 [elim_not_effective]: 2.143e-05 [opt_reshape]: 9.49999e-06 [fold_const_symbol]: 1.425e-05 [renormalize]: 5.90022e-07 [validate]: 5.967e-05 Sums bootstrap : 0.001012s : 0.40% type_inference : 0.244929s : 97.04% event_method : 0.000018s : 0.01% auto_monad : 0.000167s : 0.07% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000002s : 0.00% py_interpret_to_execute : 0.000034s : 0.01% rewriter_before_opt_a : 0.000059s : 0.02% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000066s : 0.03% jit_opt_a.loop_unroll : 0.000030s : 0.01% jit_opt_a.a_1 : 0.001196s : 0.47% jit_opt_a.with_stream_mark : 0.000043s : 0.02% jit_opt_a.recompute_prepare : 0.000022s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000012s : 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 : 0.000003s : 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 : 0.000018s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.01% jit_opt_a.merge_forward : 0.000010s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000038s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000026s : 0.01% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000024s : 0.01% jit_opt_a.inline_without_move : 0.000015s : 0.01% jit_opt_a.renormalize : 0.001038s : 0.41% jit_opt_a.add_forward_monad_depend : 0.000012s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000035s : 0.01% jit_opt_a.cse : 0.000081s : 0.03% jit_opt_a.replace_applicator : 0.000028s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.01% rewriter_after_opt_a : 0.000623s : 0.25% convert_after_rewriter : 0.000014s : 0.01% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000833s : 0.33% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.01% jit_opt_b.inline_after_opt_a : 0.000027s : 0.01% cconv : 0.000038s : 0.02% loop_unroll : 0.000529s : 0.21% jit_opt_after_cconv.c_1 : 0.000055s : 0.02% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000040s : 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 : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.00% remove_dup_value : 0.000023s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000008s : 0.00% add_recomputation : 0.000076s : 0.03% cse_after_recomputation.cse : 0.000016s : 0.01% auto_monad_reorder : 0.000030s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000156s : 0.06% opt_after_jit_grad : 0.000644s : 0.25% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000060s : 0.02% Time group info: ------[substitution.] 0.000355 44 2.59% : 0.000009s : 2: substitution.depend_value_elim 0.84% : 0.000003s : 4: substitution.elim_not_effective 0.58% : 0.000002s : 4: substitution.fold_const_symbol 2.25% : 0.000008s : 5: substitution.graph_param_transform 82.32% : 0.000292s : 3: substitution.inline 1.34% : 0.000005s : 8: substitution.j_node_and_user_rematch 1.94% : 0.000007s : 8: substitution.remove_not_recompute_node 1.71% : 0.000006s : 2: substitution.replace_old_param 3.54% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 2.88% : 0.000010s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.244845 2 99.69% : 0.244089s : 1: type_inference.infer 0.31% : 0.000756s : 1: type_inference.specialize ------[replace.] 0.000401 3 100.00% : 0.000401s : 3: replace.inline ------[match.] 0.000289 3 100.00% : 0.000289s : 3: match.inline ------[predicate.] 0.000155 825 1.17% : 0.000002s : 12: predicate.accumulaten_eliminater 1.60% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 0.98% : 0.000002s : 12: predicate.addn_check_dump 1.09% : 0.000002s : 12: predicate.addn_zero_filter 2.28% : 0.000004s : 12: predicate.arithmetic_simplify 1.25% : 0.000002s : 12: predicate.cast_eliminate 0.59% : 0.000001s : 5: predicate.check_bprop_eliminate 1.10% : 0.000002s : 12: predicate.compare_switch_simplify 1.29% : 0.000002s : 12: predicate.depend_value_elim 0.99% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.10% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.06% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.30% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.41% : 0.000001s : 5: predicate.elim_not_effective 0.79% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.10% : 0.000002s : 12: predicate.environ_add_const_eliminate 0.97% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.06% : 0.000002s : 12: predicate.environ_get_depend_swap 1.04% : 0.000002s : 12: predicate.environ_get_eliminate 1.10% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.33% : 0.000001s : 5: predicate.fold_const_symbol 1.47% : 0.000002s : 10: predicate.get_grad_eliminate 0.46% : 0.000001s : 5: predicate.graph_param_transform 5.42% : 0.000008s : 25: predicate.inline 1.22% : 0.000002s : 10: predicate.inline_without_move 0.47% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.72% : 0.000003s : 10: predicate.less_batch_normalization 1.57% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.71% : 0.000003s : 17: predicate.load_eliminater 1.84% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.86% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.93% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.12% : 0.000002s : 12: predicate.merge_addn 1.06% : 0.000002s : 12: predicate.minmaximum_grad 2.72% : 0.000004s : 5: predicate.mutable_eliminate 0.66% : 0.000001s : 5: predicate.opt_reshape 2.17% : 0.000003s : 17: predicate.partial_eliminate 1.07% : 0.000002s : 12: predicate.print_const_string_wrapper 1.54% : 0.000002s : 12: predicate.reduce_eliminate 1.16% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.81% : 0.000001s : 10: predicate.remove_not_recompute_node 1.63% : 0.000003s : 22: predicate.replace_applicator 0.74% : 0.000001s : 10: predicate.replace_old_param 0.66% : 0.000001s : 5: predicate.reset_defer_inline 1.37% : 0.000002s : 12: predicate.reshape_eliminate 1.15% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.77% : 0.000001s : 5: predicate.row_tensor_eliminate 1.25% : 0.000002s : 12: predicate.same_eliminate 0.62% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.31% : 0.000002s : 10: predicate.special_op_eliminate 1.27% : 0.000002s : 10: predicate.specialize_transform 1.34% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.15% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.59% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.15% : 0.000003s : 15: predicate.switch_defer_inline 1.56% : 0.000002s : 15: predicate.switch_layer_defer_inline 6.64% : 0.000010s : 45: predicate.switch_simplify 1.09% : 0.000002s : 12: predicate.tile_eliminate 1.15% : 0.000002s : 12: predicate.transpose_eliminate 1.65% : 0.000003s : 12: predicate.tuple_list_convert_item_index_to_positive 1.24% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.87% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.66% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.10% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.64% : 0.000003s : 17: predicate.updatestate_pure_node_eliminater 3.76% : 0.000006s : 27: predicate.updatestate_useless_node_eliminater 1.52% : 0.000002s : 12: predicate.value_based_eliminate 0.55% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.99% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000440 6 5.57% : 0.000024s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.43% : 0.000415s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.260930 72 0.03% : 0.000080s : 1: add_recomputation 0.07% : 0.000173s : 1: auto_monad 0.01% : 0.000033s : 1: auto_monad_reorder 0.40% : 0.001041s : 1: bootstrap 0.02% : 0.000041s : 1: cconv 0.01% : 0.000017s : 1: convert_after_rewriter 0.01% : 0.000032s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.01% : 0.000023s : 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 3.18% : 0.008288s : 1: jit_opt_a 0.09% : 0.000242s : 1: jit_opt_after_cconv 0.03% : 0.000080s : 1: jit_opt_b 0.21% : 0.000540s : 1: loop_unroll 0.32% : 0.000847s : 1: mutable_eliminate 0.57% : 0.001485s : 26: opt.transform.jit_opt_a 0.04% : 0.000094s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000046s : 4: opt.transform.jit_opt_b 0.01% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000024s : 1: opt.transform.mutable_eliminate 0.01% : 0.000036s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000053s : 4: opt.transform.symbol_engine_opt 0.25% : 0.000657s : 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 0.01% : 0.000037s : 1: py_interpret_to_execute 0.01% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000026s : 1: remove_dup_value 0.21% : 0.000558s : 1: renormalize.infer 0.18% : 0.000470s : 1: renormalize.specialize 0.06% : 0.000160s : 1: rewriter_after_jit_bprop_graph 0.24% : 0.000629s : 1: rewriter_after_opt_a 0.02% : 0.000062s : 1: rewriter_before_opt_a 0.04% : 0.000109s : 1: symbol_engine_optimizer 93.88% : 0.244955s : 1: type_inference TotalTime = 1.26813, [30] [bootstrap]: 0.00036489 [type_inference]: 0.434418 [event_method]: 0.00014826 [auto_monad]: 0.00033494 [graph_reusing]: 1.108e-05 [pre_auto_parallel]: 3.56999e-06 [py_interpret_to_execute]: 4.825e-05 [rewriter_before_opt_a]: 0.00015254 [expand_dump_flag]: 4.61002e-06 [jit_opt_a]: 0.703597, [3] [Cycle 1]: 0.694077, [27] [switch_simplify]: 0.00023356 [loop_unroll]: 6.109e-05 [a_1]: 0.00158568 [with_stream_mark]: 4.292e-05 [recompute_prepare]: 3.2e-05 [updatestate_depend_eliminate]: 1.38e-05 [updatestate_assign_eliminate]: 1.059e-05 [updatestate_loads_eliminate]: 1.059e-05 [parameter_eliminate]: 3.35e-06 [specialize_transform]: 2.155e-05 [updatestate_useless_node_eliminater]: 2.379e-05 [accelerated_algorithm]: 1.991e-05 [meta_shard_fg_expand]: 6.41998e-06 [get_grad_eliminate_]: 1.9e-05 [merge_forward]: 1.236e-05 [cell_reuse_recompute_pass]: 1.22999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.708e-05 [j_node_and_user_rematch]: 8.677e-05 [meta_fg_expand]: 0.312457 [replace_old_param]: 0.00012885 [inline_without_move]: 0.00012582 [renormalize]: 0.378112 [add_forward_monad_depend]: 2.091e-05 [auto_monad_grad]: 1.073e-05 [auto_monad_eliminator]: 8.649e-05 [cse]: 0.00032738 [replace_applicator]: 0.00022519 [Cycle 2]: 0.00350166, [27] [switch_simplify]: 6.491e-05 [loop_unroll]: 6.099e-05 [a_1]: 0.00124447 [with_stream_mark]: 3.1e-05 [recompute_prepare]: 1.973e-05 [updatestate_depend_eliminate]: 3.764e-05 [updatestate_assign_eliminate]: 6.61999e-06 [updatestate_loads_eliminate]: 4.82998e-06 [parameter_eliminate]: 2.98e-06 [specialize_transform]: 1.272e-05 [updatestate_useless_node_eliminater]: 1.495e-05 [accelerated_algorithm]: 1.024e-05 [meta_shard_fg_expand]: 3.33998e-06 [get_grad_eliminate_]: 9.22001e-06 [merge_forward]: 6.60002e-06 [cell_reuse_recompute_pass]: 1.66e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.298e-05 [j_node_and_user_rematch]: 1.534e-05 [meta_fg_expand]: 0.00013684 [replace_old_param]: 2.346e-05 [inline_without_move]: 1.016e-05 [renormalize]: 0.00142033 [add_forward_monad_depend]: 8.22998e-06 [auto_monad_grad]: 3.46001e-06 [auto_monad_eliminator]: 2.56e-05 [cse]: 4.331e-05 [replace_applicator]: 2.287e-05 [Cycle 3]: 0.00057004, [27] [switch_simplify]: 1.022e-05 [loop_unroll]: 9.46e-06 [a_1]: 0.0001901 [with_stream_mark]: 1.732e-05 [recompute_prepare]: 9.71e-06 [updatestate_depend_eliminate]: 6.93e-06 [updatestate_assign_eliminate]: 4.53001e-06 [updatestate_loads_eliminate]: 4.90001e-06 [parameter_eliminate]: 1.91e-06 [specialize_transform]: 1.066e-05 [updatestate_useless_node_eliminater]: 1.245e-05 [accelerated_algorithm]: 8.94e-06 [meta_shard_fg_expand]: 2.54001e-06 [get_grad_eliminate_]: 7.85e-06 [merge_forward]: 6.46999e-06 [cell_reuse_recompute_pass]: 2.66999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.257e-05 [j_node_and_user_rematch]: 1.455e-05 [meta_fg_expand]: 3.5e-06 [replace_old_param]: 1.255e-05 [inline_without_move]: 9.25999e-06 [renormalize]: 1.30007e-07 [add_forward_monad_depend]: 2.43e-06 [auto_monad_grad]: 2.29001e-06 [auto_monad_eliminator]: 1.402e-05 [cse]: 2.444e-05 [replace_applicator]: 1.216e-05 [py_interpret_to_execute_after_opt_a]: 1.92e-05 [rewriter_after_opt_a]: 0.126086 [convert_after_rewriter]: 3.143e-05 [order_py_execute_after_rewriter]: 7.54002e-06 [mutable_eliminate]: 0.00085204 [jit_opt_b]: 8.406e-05, [1] [Cycle 1]: 7.509e-05, [2] [frontend_op_eliminate]: 2.982e-05 [inline_after_opt_a]: 2.952e-05 [cconv]: 4.083e-05 [loop_unroll]: 0.00047739 [jit_opt_after_cconv]: 0.00025561, [1] [Cycle 1]: 0.00024791, [11] [c_1]: 5.757e-05 [parameter_eliminate]: 5.35001e-06 [updatestate_depend_eliminate]: 1.068e-05 [updatestate_assign_eliminate]: 7.16999e-06 [updatestate_loads_eliminate]: 4.74e-06 [cse]: 5.556e-05 [call_graph_tuple_transform]: 2.666e-05 [tuple_list_get_item_eliminator]: 9.69999e-06 [none_parameter_eliminate]: 1.55999e-06 [renormalize]: 1.00001e-06 [switch_simplify]: 1.076e-05 [remove_dup_value]: 2.432e-05 [partial_unused_args_eliminate]: 2.29999e-06 [environ_conv]: 9.69e-06 [add_recomputation]: 7.244e-05 [cse_after_recomputation]: 3.232e-05, [1] [Cycle 1]: 2.606e-05, [1] [cse]: 1.964e-05 [auto_monad_reorder]: 8.337e-05 [get_jit_bprop_graph]: 2.22001e-06 [rewriter_after_jit_bprop_graph]: 7.83001e-06 [opt_after_jit_grad]: 0.00051661 [symbol_engine_optimizer]: 0.00010102, [1] [Cycle 1]: 9.357e-05, [6] [build]: 6.59999e-06 [elim_shapecalc]: 1.189e-05 [elim_not_effective]: 2.102e-05 [opt_reshape]: 1.024e-05 [fold_const_symbol]: 1.324e-05 [renormalize]: 2.50002e-07 [validate]: 5.901e-05 Sums bootstrap : 0.000365s : 0.03% type_inference : 0.434418s : 34.44% event_method : 0.000148s : 0.01% auto_monad : 0.000335s : 0.03% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000048s : 0.00% rewriter_before_opt_a : 0.000153s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000309s : 0.02% jit_opt_a.loop_unroll : 0.000132s : 0.01% jit_opt_a.a_1 : 0.003020s : 0.24% jit_opt_a.with_stream_mark : 0.000091s : 0.01% jit_opt_a.recompute_prepare : 0.000061s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000058s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000022s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000008s : 0.00% jit_opt_a.specialize_transform : 0.000045s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000051s : 0.00% jit_opt_a.accelerated_algorithm : 0.000039s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000012s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.00% jit_opt_a.merge_forward : 0.000025s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000083s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000117s : 0.01% jit_opt_a.meta_fg_expand : 0.312597s : 24.78% jit_opt_a.replace_old_param : 0.000165s : 0.01% jit_opt_a.inline_without_move : 0.000145s : 0.01% jit_opt_a.renormalize : 0.379533s : 30.09% jit_opt_a.add_forward_monad_depend : 0.000032s : 0.00% jit_opt_a.auto_monad_grad : 0.000016s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000126s : 0.01% jit_opt_a.cse : 0.000395s : 0.03% jit_opt_a.replace_applicator : 0.000260s : 0.02% py_interpret_to_execute_after_opt_a : 0.000019s : 0.00% rewriter_after_opt_a : 0.126086s : 9.99% convert_after_rewriter : 0.000031s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000852s : 0.07% jit_opt_b.frontend_op_eliminate : 0.000030s : 0.00% jit_opt_b.inline_after_opt_a : 0.000030s : 0.00% cconv : 0.000041s : 0.00% loop_unroll : 0.000477s : 0.04% jit_opt_after_cconv.c_1 : 0.000058s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000056s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000027s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000011s : 0.00% remove_dup_value : 0.000024s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000072s : 0.01% cse_after_recomputation.cse : 0.000020s : 0.00% auto_monad_reorder : 0.000083s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000517s : 0.04% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000013s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000059s : 0.00% Time group info: ------[substitution.] 0.001850 170 1.44% : 0.000027s : 8: substitution.depend_value_elim 0.14% : 0.000003s : 4: substitution.elim_not_effective 0.11% : 0.000002s : 4: substitution.fold_const_symbol 46.45% : 0.000860s : 4: substitution.getattr_setattr_resolve 0.41% : 0.000008s : 5: substitution.graph_param_transform 34.36% : 0.000636s : 16: substitution.inline 2.24% : 0.000041s : 4: substitution.inline_without_move 0.74% : 0.000014s : 20: substitution.j_node_and_user_rematch 0.55% : 0.000010s : 5: substitution.minmaximum_grad 0.45% : 0.000008s : 9: substitution.partial_eliminate 0.85% : 0.000016s : 20: substitution.remove_not_recompute_node 2.92% : 0.000054s : 12: substitution.replace_applicator 0.95% : 0.000018s : 16: substitution.replace_old_param 0.18% : 0.000003s : 1: substitution.set_cell_output_no_recompute 0.84% : 0.000016s : 3: substitution.switch_simplify 1.17% : 0.000022s : 5: substitution.tuple_list_convert_item_index_to_positive 0.80% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 2.03% : 0.000038s : 8: substitution.tuple_list_get_item_eliminator 1.20% : 0.000022s : 8: substitution.updatestate_pure_node_eliminater 2.17% : 0.000040s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.434299 2 99.38% : 0.431625s : 1: type_inference.infer 0.62% : 0.002673s : 1: type_inference.specialize ------[replace.] 0.000478 27 15.05% : 0.000072s : 3: replace.getattr_setattr_resolve 30.85% : 0.000148s : 16: replace.inline 13.25% : 0.000063s : 1: replace.replace_applicator 16.79% : 0.000080s : 3: replace.switch_simplify 18.69% : 0.000089s : 3: replace.tuple_list_get_item_eliminator 5.37% : 0.000026s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001471 27 53.77% : 0.000791s : 3: match.getattr_setattr_resolve 42.45% : 0.000624s : 16: match.inline 1.14% : 0.000017s : 1: match.replace_applicator 0.95% : 0.000014s : 3: match.switch_simplify 0.64% : 0.000009s : 3: match.tuple_list_get_item_eliminator 1.05% : 0.000015s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000548 3164 1.53% : 0.000008s : 50: predicate.accumulaten_eliminater 0.44% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.30% : 0.000007s : 50: predicate.addn_check_dump 1.46% : 0.000008s : 50: predicate.addn_zero_filter 1.86% : 0.000010s : 50: predicate.arithmetic_simplify 1.33% : 0.000007s : 50: predicate.cast_eliminate 0.16% : 0.000001s : 5: predicate.check_bprop_eliminate 1.20% : 0.000007s : 50: predicate.compare_switch_simplify 1.44% : 0.000008s : 50: predicate.depend_value_elim 1.43% : 0.000008s : 50: predicate.dict_get_item_const_eliminator 1.46% : 0.000008s : 50: predicate.dict_get_item_eliminator 1.44% : 0.000008s : 50: predicate.dict_set_item_eliminator 0.30% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.14% : 0.000001s : 5: predicate.elim_not_effective 0.22% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.31% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.30% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.31% : 0.000007s : 50: predicate.environ_get_depend_swap 1.30% : 0.000007s : 50: predicate.environ_get_eliminate 1.49% : 0.000008s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 0.91% : 0.000005s : 26: predicate.get_grad_eliminate 1.20% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.11% : 0.000001s : 5: predicate.graph_param_transform 4.09% : 0.000022s : 80: predicate.inline 2.95% : 0.000016s : 87: predicate.inline_without_move 0.39% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.05% : 0.000006s : 26: predicate.less_batch_normalization 1.37% : 0.000007s : 53: predicate.list_to_tuple_eliminator_ 1.65% : 0.000009s : 58: predicate.load_eliminater 0.46% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.71% : 0.000020s : 132: predicate.loop_unroll_before_grad 1.76% : 0.000010s : 55: predicate.make_slice_get_slice_eliminator 1.22% : 0.000007s : 50: predicate.merge_addn 1.31% : 0.000007s : 50: predicate.minmaximum_grad 0.63% : 0.000003s : 5: predicate.mutable_eliminate 0.19% : 0.000001s : 5: predicate.opt_reshape 1.84% : 0.000010s : 58: predicate.partial_eliminate 4.49% : 0.000025s : 50: predicate.print_const_string_wrapper 1.76% : 0.000010s : 50: predicate.reduce_eliminate 1.56% : 0.000009s : 53: predicate.redundant_stop_gradient_eliminater 0.43% : 0.000002s : 26: predicate.remove_not_recompute_node 2.51% : 0.000014s : 126: predicate.replace_applicator 1.44% : 0.000008s : 87: predicate.replace_old_param 0.26% : 0.000001s : 5: predicate.reset_defer_inline 1.44% : 0.000008s : 50: predicate.reshape_eliminate 1.29% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.32% : 0.000002s : 5: predicate.row_tensor_eliminate 1.38% : 0.000008s : 50: predicate.same_eliminate 0.59% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.35% : 0.000002s : 10: predicate.special_op_eliminate 0.97% : 0.000005s : 26: predicate.specialize_transform 1.55% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 1.41% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.20% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.64% : 0.000014s : 70: predicate.switch_defer_inline 2.20% : 0.000012s : 70: predicate.switch_layer_defer_inline 6.95% : 0.000038s : 213: predicate.switch_simplify 1.26% : 0.000007s : 50: predicate.tile_eliminate 1.40% : 0.000008s : 50: predicate.transpose_eliminate 1.73% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.58% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 3.06% : 0.000017s : 63: predicate.tuple_list_get_item_eliminator 1.80% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.52% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.79% : 0.000010s : 58: predicate.updatestate_pure_node_eliminater 2.68% : 0.000015s : 85: predicate.updatestate_useless_node_eliminater 1.79% : 0.000010s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.22% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004434 47 62.08% : 0.002753s : 20: func_graph_cloner_run.FuncGraphClonerGraph 37.92% : 0.001682s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.653161 89 0.00% : 0.000075s : 1: add_recomputation 0.02% : 0.000345s : 1: auto_monad 0.01% : 0.000086s : 1: auto_monad_reorder 0.02% : 0.000399s : 1: bootstrap 0.00% : 0.000044s : 1: cconv 0.00% : 0.000037s : 1: convert_after_rewriter 0.00% : 0.000035s : 1: cse_after_recomputation 0.00% : 0.000014s : 1: environ_conv 0.01% : 0.000157s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 42.56% : 0.703601s : 1: jit_opt_a 0.02% : 0.000261s : 1: jit_opt_after_cconv 0.01% : 0.000087s : 1: jit_opt_b 0.03% : 0.000487s : 1: loop_unroll 0.05% : 0.000863s : 1: mutable_eliminate 0.27% : 0.004392s : 39: opt.transform.jit_opt_a 0.01% : 0.000100s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000050s : 4: opt.transform.jit_opt_b 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000028s : 1: opt.transform.mutable_eliminate 0.00% : 0.000033s : 1: opt.transform.opt_after_jit_grad 0.06% : 0.000999s : 2: opt.transform.opt_resolve 0.00% : 0.000052s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000526s : 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% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000051s : 1: py_interpret_to_execute 0.00% : 0.000023s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000027s : 1: remove_dup_value 22.71% : 0.375418s : 2: renormalize.infer 0.25% : 0.004084s : 2: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 7.63% : 0.126102s : 1: rewriter_after_opt_a 0.01% : 0.000156s : 1: rewriter_before_opt_a 0.01% : 0.000104s : 1: symbol_engine_optimizer 26.28% : 0.434449s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape6--1-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape6--1-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape7-2-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape7-2-pynative],max_mem:4.0M TotalTime = 0.166473, [30] [bootstrap]: 0.00633933 [type_inference]: 0.0168465 [event_method]: 1.857e-05 [auto_monad]: 0.00018378 [graph_reusing]: 7.60998e-06 [pre_auto_parallel]: 6.76e-06 [py_interpret_to_execute]: 4.478e-05 [rewriter_before_opt_a]: 8.933e-05 [expand_dump_flag]: 3.66999e-06 [jit_opt_a]: 0.137995, [2] [Cycle 1]: 0.00223732, [27] [switch_simplify]: 5.444e-05 [loop_unroll]: 2.194e-05 [a_1]: 0.00051246 [with_stream_mark]: 2.861e-05 [recompute_prepare]: 1.146e-05 [updatestate_depend_eliminate]: 6.99001e-06 [updatestate_assign_eliminate]: 5.46e-06 [updatestate_loads_eliminate]: 4.59998e-06 [parameter_eliminate]: 1.91e-06 [specialize_transform]: 8.99998e-06 [updatestate_useless_node_eliminater]: 1.132e-05 [accelerated_algorithm]: 8.85001e-06 [meta_shard_fg_expand]: 2.74999e-06 [get_grad_eliminate_]: 7.56001e-06 [merge_forward]: 5.49e-06 [cell_reuse_recompute_pass]: 1.30001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.085e-05 [j_node_and_user_rematch]: 1.357e-05 [meta_fg_expand]: 3.63e-06 [replace_old_param]: 1.249e-05 [inline_without_move]: 8.48999e-06 [renormalize]: 0.00116906 [add_forward_monad_depend]: 1.312e-05 [auto_monad_grad]: 2.56998e-06 [auto_monad_eliminator]: 2.713e-05 [cse]: 4.018e-05 [replace_applicator]: 2.131e-05 [Cycle 2]: 0.00050553, [27] [switch_simplify]: 9.47001e-06 [loop_unroll]: 8.03999e-06 [a_1]: 0.00017595 [with_stream_mark]: 1.582e-05 [recompute_prepare]: 8.45001e-06 [updatestate_depend_eliminate]: 5.61e-06 [updatestate_assign_eliminate]: 5.56e-06 [updatestate_loads_eliminate]: 5.00999e-06 [parameter_eliminate]: 1.50001e-06 [specialize_transform]: 8e-06 [updatestate_useless_node_eliminater]: 1.089e-05 [accelerated_algorithm]: 7.93001e-06 [meta_shard_fg_expand]: 3.00998e-06 [get_grad_eliminate_]: 7.53e-06 [merge_forward]: 4.72e-06 [cell_reuse_recompute_pass]: 2.69999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.857e-05 [j_node_and_user_rematch]: 1.283e-05 [meta_fg_expand]: 2.86e-06 [replace_old_param]: 1.101e-05 [inline_without_move]: 7.56001e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 1.76e-06 [auto_monad_grad]: 1.43002e-06 [auto_monad_eliminator]: 1.336e-05 [cse]: 1.941e-05 [replace_applicator]: 8.22003e-06 [py_interpret_to_execute_after_opt_a]: 1.864e-05 [rewriter_after_opt_a]: 0.00072858 [convert_after_rewriter]: 1.958e-05 [order_py_execute_after_rewriter]: 8.45001e-06 [mutable_eliminate]: 0.00076874 [jit_opt_b]: 7.682e-05, [1] [Cycle 1]: 6.739e-05, [2] [frontend_op_eliminate]: 2.82e-05 [inline_after_opt_a]: 2.567e-05 [cconv]: 3.735e-05 [loop_unroll]: 0.00050035 [jit_opt_after_cconv]: 0.00072593, [1] [Cycle 1]: 0.00071537, [11] [c_1]: 5.781e-05 [parameter_eliminate]: 4.85999e-06 [updatestate_depend_eliminate]: 1.201e-05 [updatestate_assign_eliminate]: 5.52999e-06 [updatestate_loads_eliminate]: 4.58001e-06 [cse]: 0.00044548 [call_graph_tuple_transform]: 3.828e-05 [tuple_list_get_item_eliminator]: 1.022e-05 [none_parameter_eliminate]: 2.93e-06 [renormalize]: 8.70001e-07 [switch_simplify]: 1.083e-05 [remove_dup_value]: 2.38e-05 [partial_unused_args_eliminate]: 5.93998e-06 [environ_conv]: 1.24e-05 [add_recomputation]: 8.243e-05 [cse_after_recomputation]: 4.349e-05, [1] [Cycle 1]: 3.181e-05, [1] [cse]: 2.094e-05 [auto_monad_reorder]: 3.051e-05 [get_jit_bprop_graph]: 2.71e-06 [rewriter_after_jit_bprop_graph]: 0.00015971 [opt_after_jit_grad]: 0.00072175 [symbol_engine_optimizer]: 0.00010564, [1] [Cycle 1]: 9.773e-05, [6] [build]: 7.48e-06 [elim_shapecalc]: 1.206e-05 [elim_not_effective]: 2.068e-05 [opt_reshape]: 9.17001e-06 [fold_const_symbol]: 1.443e-05 [renormalize]: 8.2e-07 [validate]: 6.081e-05 Sums bootstrap : 0.006339s : 21.23% type_inference : 0.016847s : 56.42% event_method : 0.000019s : 0.06% auto_monad : 0.000184s : 0.62% graph_reusing : 0.000008s : 0.03% pre_auto_parallel : 0.000007s : 0.02% py_interpret_to_execute : 0.000045s : 0.15% rewriter_before_opt_a : 0.000089s : 0.30% expand_dump_flag : 0.000004s : 0.01% jit_opt_a.switch_simplify : 0.000064s : 0.21% jit_opt_a.loop_unroll : 0.000030s : 0.10% jit_opt_a.a_1 : 0.000688s : 2.31% jit_opt_a.with_stream_mark : 0.000044s : 0.15% jit_opt_a.recompute_prepare : 0.000020s : 0.07% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.04% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.04% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.03% jit_opt_a.parameter_eliminate : 0.000003s : 0.01% jit_opt_a.specialize_transform : 0.000017s : 0.06% jit_opt_a.updatestate_useless_node_eliminater : 0.000022s : 0.07% jit_opt_a.accelerated_algorithm : 0.000017s : 0.06% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.02% jit_opt_a.get_grad_eliminate_ : 0.000015s : 0.05% jit_opt_a.merge_forward : 0.000010s : 0.03% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.01% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000039s : 0.13% jit_opt_a.j_node_and_user_rematch : 0.000026s : 0.09% jit_opt_a.meta_fg_expand : 0.000006s : 0.02% jit_opt_a.replace_old_param : 0.000024s : 0.08% jit_opt_a.inline_without_move : 0.000016s : 0.05% jit_opt_a.renormalize : 0.001169s : 3.92% jit_opt_a.add_forward_monad_depend : 0.000015s : 0.05% jit_opt_a.auto_monad_grad : 0.000004s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000040s : 0.14% jit_opt_a.cse : 0.000060s : 0.20% jit_opt_a.replace_applicator : 0.000030s : 0.10% py_interpret_to_execute_after_opt_a : 0.000019s : 0.06% rewriter_after_opt_a : 0.000729s : 2.44% convert_after_rewriter : 0.000020s : 0.07% order_py_execute_after_rewriter : 0.000008s : 0.03% mutable_eliminate : 0.000769s : 2.57% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.09% jit_opt_b.inline_after_opt_a : 0.000026s : 0.09% cconv : 0.000037s : 0.13% loop_unroll : 0.000500s : 1.68% jit_opt_after_cconv.c_1 : 0.000058s : 0.19% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.02% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 0.04% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.02% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.02% jit_opt_after_cconv.cse : 0.000445s : 1.49% jit_opt_after_cconv.call_graph_tuple_transform : 0.000038s : 0.13% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.03% jit_opt_after_cconv.none_parameter_eliminate : 0.000003s : 0.01% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000011s : 0.04% remove_dup_value : 0.000024s : 0.08% partial_unused_args_eliminate : 0.000006s : 0.02% environ_conv : 0.000012s : 0.04% add_recomputation : 0.000082s : 0.28% cse_after_recomputation.cse : 0.000021s : 0.07% auto_monad_reorder : 0.000031s : 0.10% get_jit_bprop_graph : 0.000003s : 0.01% rewriter_after_jit_bprop_graph : 0.000160s : 0.53% opt_after_jit_grad : 0.000722s : 2.42% symbol_engine_optimizer.build : 0.000007s : 0.03% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.04% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.07% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.03% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.05% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000061s : 0.20% Time group info: ------[substitution.] 0.000249 44 3.96% : 0.000010s : 2: substitution.depend_value_elim 1.42% : 0.000004s : 4: substitution.elim_not_effective 0.92% : 0.000002s : 4: substitution.fold_const_symbol 3.76% : 0.000009s : 5: substitution.graph_param_transform 72.67% : 0.000181s : 3: substitution.inline 1.97% : 0.000005s : 8: substitution.j_node_and_user_rematch 2.94% : 0.000007s : 8: substitution.remove_not_recompute_node 2.32% : 0.000006s : 2: substitution.replace_old_param 5.05% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 4.98% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.016758 2 95.39% : 0.015985s : 1: type_inference.infer 4.61% : 0.000773s : 1: type_inference.specialize ------[replace.] 0.000036 3 100.00% : 0.000036s : 3: replace.inline ------[match.] 0.000178 3 100.00% : 0.000178s : 3: match.inline ------[predicate.] 0.000155 825 1.25% : 0.000002s : 12: predicate.accumulaten_eliminater 2.09% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 0.94% : 0.000001s : 12: predicate.addn_check_dump 1.27% : 0.000002s : 12: predicate.addn_zero_filter 2.15% : 0.000003s : 12: predicate.arithmetic_simplify 1.08% : 0.000002s : 12: predicate.cast_eliminate 0.65% : 0.000001s : 5: predicate.check_bprop_eliminate 0.99% : 0.000002s : 12: predicate.compare_switch_simplify 1.52% : 0.000002s : 12: predicate.depend_value_elim 0.97% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.20% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.10% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.82% : 0.000003s : 5: predicate.dumpgradient_eliminate 0.50% : 0.000001s : 5: predicate.elim_not_effective 0.77% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.13% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.03% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.97% : 0.000002s : 12: predicate.environ_get_depend_swap 1.17% : 0.000002s : 12: predicate.environ_get_eliminate 1.01% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.15% : 0.000002s : 10: predicate.get_grad_eliminate 0.55% : 0.000001s : 5: predicate.graph_param_transform 5.17% : 0.000008s : 25: predicate.inline 1.30% : 0.000002s : 10: predicate.inline_without_move 0.49% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.55% : 0.000002s : 10: predicate.less_batch_normalization 1.26% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.64% : 0.000003s : 17: predicate.load_eliminater 1.84% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.66% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.98% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 0.96% : 0.000001s : 12: predicate.merge_addn 0.98% : 0.000002s : 12: predicate.minmaximum_grad 2.34% : 0.000004s : 5: predicate.mutable_eliminate 0.64% : 0.000001s : 5: predicate.opt_reshape 2.11% : 0.000003s : 17: predicate.partial_eliminate 1.19% : 0.000002s : 12: predicate.print_const_string_wrapper 1.67% : 0.000003s : 12: predicate.reduce_eliminate 1.19% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 0.94% : 0.000001s : 10: predicate.remove_not_recompute_node 1.85% : 0.000003s : 22: predicate.replace_applicator 0.83% : 0.000001s : 10: predicate.replace_old_param 0.92% : 0.000001s : 5: predicate.reset_defer_inline 1.10% : 0.000002s : 12: predicate.reshape_eliminate 1.14% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.92% : 0.000001s : 5: predicate.row_tensor_eliminate 1.25% : 0.000002s : 12: predicate.same_eliminate 0.66% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.23% : 0.000002s : 10: predicate.special_op_eliminate 1.26% : 0.000002s : 10: predicate.specialize_transform 1.35% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.12% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.68% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.99% : 0.000003s : 15: predicate.switch_defer_inline 1.52% : 0.000002s : 15: predicate.switch_layer_defer_inline 6.70% : 0.000010s : 45: predicate.switch_simplify 1.10% : 0.000002s : 12: predicate.tile_eliminate 1.05% : 0.000002s : 12: predicate.transpose_eliminate 1.46% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.12% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.06% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.50% : 0.000002s : 12: predicate.tuple_list_set_item_eliminator 1.09% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.58% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.48% : 0.000005s : 27: predicate.updatestate_useless_node_eliminater 1.59% : 0.000002s : 12: predicate.value_based_eliminate 0.47% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.46% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000425 6 5.45% : 0.000023s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.55% : 0.000402s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.168717 72 0.05% : 0.000086s : 1: add_recomputation 0.11% : 0.000190s : 1: auto_monad 0.02% : 0.000033s : 1: auto_monad_reorder 3.79% : 0.006393s : 1: bootstrap 0.02% : 0.000040s : 1: cconv 0.01% : 0.000023s : 1: convert_after_rewriter 0.03% : 0.000046s : 1: cse_after_recomputation 0.01% : 0.000015s : 1: environ_conv 0.01% : 0.000024s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.19% : 0.000327s : 1: graph_reusing 81.79% : 0.138000s : 1: jit_opt_a 0.43% : 0.000730s : 1: jit_opt_after_cconv 0.05% : 0.000080s : 1: jit_opt_b 0.30% : 0.000511s : 1: loop_unroll 0.46% : 0.000780s : 1: mutable_eliminate 0.58% : 0.000974s : 26: opt.transform.jit_opt_a 0.07% : 0.000111s : 4: opt.transform.jit_opt_after_cconv 0.03% : 0.000046s : 4: opt.transform.jit_opt_b 0.01% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.02% : 0.000025s : 1: opt.transform.mutable_eliminate 0.02% : 0.000038s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000052s : 4: opt.transform.symbol_engine_opt 0.44% : 0.000736s : 1: opt_after_jit_grad 0.01% : 0.000011s : 1: order_py_execute_after_rewriter 0.01% : 0.000011s : 1: partial_unused_args_eliminate 0.02% : 0.000030s : 1: pre_auto_parallel 0.03% : 0.000048s : 1: py_interpret_to_execute 0.01% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.10% : 0.000167s : 1: remove_dup_value 0.41% : 0.000695s : 1: renormalize.infer 0.27% : 0.000462s : 1: renormalize.specialize 0.10% : 0.000164s : 1: rewriter_after_jit_bprop_graph 0.44% : 0.000738s : 1: rewriter_after_opt_a 0.06% : 0.000094s : 1: rewriter_before_opt_a 0.06% : 0.000109s : 1: symbol_engine_optimizer 10.00% : 0.016872s : 1: type_inference TotalTime = 0.48204, [30] [bootstrap]: 0.00031618 [type_inference]: 0.206219 [event_method]: 0.00017879 [auto_monad]: 0.00029868 [graph_reusing]: 1.103e-05 [pre_auto_parallel]: 3.53e-06 [py_interpret_to_execute]: 4.964e-05 [rewriter_before_opt_a]: 0.00016028 [expand_dump_flag]: 5.50001e-06 [jit_opt_a]: 0.271757, [3] [Cycle 1]: 0.133441, [27] [switch_simplify]: 0.00023373 [loop_unroll]: 6.109e-05 [a_1]: 0.00157057 [with_stream_mark]: 4.062e-05 [recompute_prepare]: 3.526e-05 [updatestate_depend_eliminate]: 1.547e-05 [updatestate_assign_eliminate]: 1.094e-05 [updatestate_loads_eliminate]: 1.021e-05 [parameter_eliminate]: 3.58e-06 [specialize_transform]: 2.05e-05 [updatestate_useless_node_eliminater]: 2.396e-05 [accelerated_algorithm]: 1.972e-05 [meta_shard_fg_expand]: 7.03998e-06 [get_grad_eliminate_]: 1.827e-05 [merge_forward]: 1.303e-05 [cell_reuse_recompute_pass]: 1.62001e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.081e-05 [j_node_and_user_rematch]: 3.322e-05 [meta_fg_expand]: 0.00704327 [replace_old_param]: 0.0001289 [inline_without_move]: 0.00012705 [renormalize]: 0.12273 [add_forward_monad_depend]: 2.217e-05 [auto_monad_grad]: 1.117e-05 [auto_monad_eliminator]: 8.841e-05 [cse]: 0.00049928 [replace_applicator]: 0.00024905 [Cycle 2]: 0.00366154, [27] [switch_simplify]: 6.176e-05 [loop_unroll]: 5.788e-05 [a_1]: 0.0012813 [with_stream_mark]: 3.313e-05 [recompute_prepare]: 1.768e-05 [updatestate_depend_eliminate]: 3.438e-05 [updatestate_assign_eliminate]: 5.64998e-06 [updatestate_loads_eliminate]: 4.60999e-06 [parameter_eliminate]: 2.58e-06 [specialize_transform]: 1.272e-05 [updatestate_useless_node_eliminater]: 1.38e-05 [accelerated_algorithm]: 9.20999e-06 [meta_shard_fg_expand]: 2.93e-06 [get_grad_eliminate_]: 8.92e-06 [merge_forward]: 6.17001e-06 [cell_reuse_recompute_pass]: 2.06998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.172e-05 [j_node_and_user_rematch]: 1.489e-05 [meta_fg_expand]: 0.00013796 [replace_old_param]: 1.904e-05 [inline_without_move]: 9.31e-06 [renormalize]: 0.00157675 [add_forward_monad_depend]: 8.57e-06 [auto_monad_grad]: 2.35002e-06 [auto_monad_eliminator]: 2.456e-05 [cse]: 4.508e-05 [replace_applicator]: 2.184e-05 [Cycle 3]: 0.00069839, [27] [switch_simplify]: 1.024e-05 [loop_unroll]: 1.008e-05 [a_1]: 0.00018505 [with_stream_mark]: 8.658e-05 [recompute_prepare]: 9.013e-05 [updatestate_depend_eliminate]: 8.20999e-06 [updatestate_assign_eliminate]: 5.36998e-06 [updatestate_loads_eliminate]: 4.70001e-06 [parameter_eliminate]: 2.24999e-06 [specialize_transform]: 1.01e-05 [updatestate_useless_node_eliminater]: 1.358e-05 [accelerated_algorithm]: 9.36e-06 [meta_shard_fg_expand]: 2.71e-06 [get_grad_eliminate_]: 8.13999e-06 [merge_forward]: 6.40002e-06 [cell_reuse_recompute_pass]: 3.09999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.024e-05 [j_node_and_user_rematch]: 1.352e-05 [meta_fg_expand]: 4.13999e-06 [replace_old_param]: 1.235e-05 [inline_without_move]: 8.1e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.67999e-06 [auto_monad_grad]: 1.89e-06 [auto_monad_eliminator]: 1.42e-05 [cse]: 2.474e-05 [replace_applicator]: 8.21002e-06 [py_interpret_to_execute_after_opt_a]: 1.803e-05 [rewriter_after_opt_a]: 0.00026516 [convert_after_rewriter]: 1.406e-05 [order_py_execute_after_rewriter]: 6.81999e-06 [mutable_eliminate]: 0.00080804 [jit_opt_b]: 7.88e-05, [1] [Cycle 1]: 6.947e-05, [2] [frontend_op_eliminate]: 2.804e-05 [inline_after_opt_a]: 2.699e-05 [cconv]: 3.31e-05 [loop_unroll]: 0.00048578 [jit_opt_after_cconv]: 0.00021773, [1] [Cycle 1]: 0.00021082, [11] [c_1]: 5.081e-05 [parameter_eliminate]: 4.99e-06 [updatestate_depend_eliminate]: 1.052e-05 [updatestate_assign_eliminate]: 6.56e-06 [updatestate_loads_eliminate]: 4.55999e-06 [cse]: 3.659e-05 [call_graph_tuple_transform]: 2.328e-05 [tuple_list_get_item_eliminator]: 9.29e-06 [none_parameter_eliminate]: 1.66002e-06 [renormalize]: 5.3001e-07 [switch_simplify]: 8.28999e-06 [remove_dup_value]: 2.231e-05 [partial_unused_args_eliminate]: 2.02001e-06 [environ_conv]: 8.27e-06 [add_recomputation]: 7.273e-05 [cse_after_recomputation]: 3.329e-05, [1] [Cycle 1]: 2.658e-05, [1] [cse]: 1.925e-05 [auto_monad_reorder]: 2.692e-05 [get_jit_bprop_graph]: 2.34999e-06 [rewriter_after_jit_bprop_graph]: 7.88999e-06 [opt_after_jit_grad]: 0.00052894 [symbol_engine_optimizer]: 0.00010004, [1] [Cycle 1]: 9.281e-05, [6] [build]: 6.09001e-06 [elim_shapecalc]: 1.199e-05 [elim_not_effective]: 1.97e-05 [opt_reshape]: 1.042e-05 [fold_const_symbol]: 1.319e-05 [renormalize]: 6.19999e-07 [validate]: 5.795e-05 Sums bootstrap : 0.000316s : 0.09% type_inference : 0.206219s : 59.44% event_method : 0.000179s : 0.05% auto_monad : 0.000299s : 0.09% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000050s : 0.01% rewriter_before_opt_a : 0.000160s : 0.05% expand_dump_flag : 0.000006s : 0.00% jit_opt_a.switch_simplify : 0.000306s : 0.09% jit_opt_a.loop_unroll : 0.000129s : 0.04% jit_opt_a.a_1 : 0.003037s : 0.88% jit_opt_a.with_stream_mark : 0.000160s : 0.05% jit_opt_a.recompute_prepare : 0.000143s : 0.04% jit_opt_a.updatestate_depend_eliminate : 0.000058s : 0.02% jit_opt_a.updatestate_assign_eliminate : 0.000022s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.01% jit_opt_a.parameter_eliminate : 0.000008s : 0.00% jit_opt_a.specialize_transform : 0.000043s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000051s : 0.01% jit_opt_a.accelerated_algorithm : 0.000038s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000013s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000035s : 0.01% jit_opt_a.merge_forward : 0.000026s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000007s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000083s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000062s : 0.02% jit_opt_a.meta_fg_expand : 0.007185s : 2.07% jit_opt_a.replace_old_param : 0.000160s : 0.05% jit_opt_a.inline_without_move : 0.000144s : 0.04% jit_opt_a.renormalize : 0.124307s : 35.83% jit_opt_a.add_forward_monad_depend : 0.000032s : 0.01% jit_opt_a.auto_monad_grad : 0.000015s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000127s : 0.04% jit_opt_a.cse : 0.000569s : 0.16% jit_opt_a.replace_applicator : 0.000279s : 0.08% py_interpret_to_execute_after_opt_a : 0.000018s : 0.01% rewriter_after_opt_a : 0.000265s : 0.08% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000808s : 0.23% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.01% jit_opt_b.inline_after_opt_a : 0.000027s : 0.01% cconv : 0.000033s : 0.01% loop_unroll : 0.000486s : 0.14% jit_opt_after_cconv.c_1 : 0.000051s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000037s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000023s : 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 : 0.000008s : 0.00% remove_dup_value : 0.000022s : 0.01% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000008s : 0.00% add_recomputation : 0.000073s : 0.02% cse_after_recomputation.cse : 0.000019s : 0.01% auto_monad_reorder : 0.000027s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000529s : 0.15% symbol_engine_optimizer.build : 0.000006s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000013s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000058s : 0.02% Time group info: ------[substitution.] 0.001932 170 1.49% : 0.000029s : 8: substitution.depend_value_elim 0.13% : 0.000002s : 4: substitution.elim_not_effective 0.10% : 0.000002s : 4: substitution.fold_const_symbol 44.24% : 0.000855s : 4: substitution.getattr_setattr_resolve 0.33% : 0.000006s : 5: substitution.graph_param_transform 36.83% : 0.000712s : 16: substitution.inline 2.21% : 0.000043s : 4: substitution.inline_without_move 0.63% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.53% : 0.000010s : 5: substitution.minmaximum_grad 0.44% : 0.000009s : 9: substitution.partial_eliminate 0.85% : 0.000016s : 20: substitution.remove_not_recompute_node 3.08% : 0.000059s : 12: substitution.replace_applicator 0.89% : 0.000017s : 16: substitution.replace_old_param 0.17% : 0.000003s : 1: substitution.set_cell_output_no_recompute 0.81% : 0.000016s : 3: substitution.switch_simplify 1.19% : 0.000023s : 5: substitution.tuple_list_convert_item_index_to_positive 0.81% : 0.000016s : 5: substitution.tuple_list_get_item_depend_reorder 1.95% : 0.000038s : 8: substitution.tuple_list_get_item_eliminator 1.11% : 0.000022s : 8: substitution.updatestate_pure_node_eliminater 2.21% : 0.000043s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.206096 2 98.61% : 0.203241s : 1: type_inference.infer 1.39% : 0.002854s : 1: type_inference.specialize ------[replace.] 0.000511 27 14.22% : 0.000073s : 3: replace.getattr_setattr_resolve 29.95% : 0.000153s : 16: replace.inline 16.06% : 0.000082s : 1: replace.replace_applicator 15.80% : 0.000081s : 3: replace.switch_simplify 18.45% : 0.000094s : 3: replace.tuple_list_get_item_eliminator 5.52% : 0.000028s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001544 27 50.81% : 0.000784s : 3: match.getattr_setattr_resolve 45.27% : 0.000699s : 16: match.inline 1.24% : 0.000019s : 1: match.replace_applicator 0.91% : 0.000014s : 3: match.switch_simplify 0.68% : 0.000010s : 3: match.tuple_list_get_item_eliminator 1.10% : 0.000017s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000510 3164 1.43% : 0.000007s : 50: predicate.accumulaten_eliminater 0.43% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.36% : 0.000007s : 50: predicate.addn_check_dump 1.31% : 0.000007s : 50: predicate.addn_zero_filter 2.10% : 0.000011s : 50: predicate.arithmetic_simplify 1.37% : 0.000007s : 50: predicate.cast_eliminate 0.16% : 0.000001s : 5: predicate.check_bprop_eliminate 1.31% : 0.000007s : 50: predicate.compare_switch_simplify 1.53% : 0.000008s : 50: predicate.depend_value_elim 1.27% : 0.000006s : 50: predicate.dict_get_item_const_eliminator 1.40% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.38% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.31% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.14% : 0.000001s : 5: predicate.elim_not_effective 0.25% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.44% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.26% : 0.000006s : 50: predicate.environ_get_add_eliminate 1.24% : 0.000006s : 50: predicate.environ_get_depend_swap 1.35% : 0.000007s : 50: predicate.environ_get_eliminate 1.32% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 0.96% : 0.000005s : 26: predicate.get_grad_eliminate 1.31% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.13% : 0.000001s : 5: predicate.graph_param_transform 4.29% : 0.000022s : 80: predicate.inline 3.12% : 0.000016s : 87: predicate.inline_without_move 0.52% : 0.000003s : 26: predicate.j_node_and_user_rematch 1.31% : 0.000007s : 26: predicate.less_batch_normalization 1.55% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.61% : 0.000008s : 58: predicate.load_eliminater 0.44% : 0.000002s : 5: predicate.loop_unroll_after_grad 3.91% : 0.000020s : 132: predicate.loop_unroll_before_grad 1.57% : 0.000008s : 55: predicate.make_slice_get_slice_eliminator 1.36% : 0.000007s : 50: predicate.merge_addn 1.46% : 0.000007s : 50: predicate.minmaximum_grad 0.78% : 0.000004s : 5: predicate.mutable_eliminate 0.17% : 0.000001s : 5: predicate.opt_reshape 2.09% : 0.000011s : 58: predicate.partial_eliminate 1.34% : 0.000007s : 50: predicate.print_const_string_wrapper 1.92% : 0.000010s : 50: predicate.reduce_eliminate 1.83% : 0.000009s : 53: predicate.redundant_stop_gradient_eliminater 0.53% : 0.000003s : 26: predicate.remove_not_recompute_node 2.83% : 0.000014s : 126: predicate.replace_applicator 1.49% : 0.000008s : 87: predicate.replace_old_param 0.16% : 0.000001s : 5: predicate.reset_defer_inline 1.41% : 0.000007s : 50: predicate.reshape_eliminate 1.33% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.27% : 0.000001s : 5: predicate.row_tensor_eliminate 1.47% : 0.000007s : 50: predicate.same_eliminate 0.53% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.40% : 0.000002s : 10: predicate.special_op_eliminate 1.15% : 0.000006s : 26: predicate.specialize_transform 1.51% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 1.35% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.19% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.69% : 0.000014s : 70: predicate.switch_defer_inline 2.25% : 0.000011s : 70: predicate.switch_layer_defer_inline 6.91% : 0.000035s : 213: predicate.switch_simplify 1.45% : 0.000007s : 50: predicate.tile_eliminate 1.30% : 0.000007s : 50: predicate.transpose_eliminate 1.83% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.84% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 2.93% : 0.000015s : 63: predicate.tuple_list_get_item_eliminator 1.73% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.49% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.59% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.77% : 0.000014s : 85: predicate.updatestate_useless_node_eliminater 2.04% : 0.000010s : 50: predicate.value_based_eliminate 0.15% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.27% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004563 47 62.26% : 0.002841s : 20: func_graph_cloner_run.FuncGraphClonerGraph 37.74% : 0.001722s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.611884 89 0.01% : 0.000076s : 1: add_recomputation 0.05% : 0.000309s : 1: auto_monad 0.00% : 0.000030s : 1: auto_monad_reorder 0.06% : 0.000345s : 1: bootstrap 0.01% : 0.000036s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.01% : 0.000036s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.03% : 0.000191s : 1: event_method 0.00% : 0.000009s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 44.41% : 0.271761s : 1: jit_opt_a 0.04% : 0.000221s : 1: jit_opt_after_cconv 0.01% : 0.000083s : 1: jit_opt_b 0.08% : 0.000495s : 1: loop_unroll 0.13% : 0.000821s : 1: mutable_eliminate 0.73% : 0.004442s : 39: opt.transform.jit_opt_a 0.01% : 0.000087s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000046s : 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% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.16% : 0.000995s : 2: opt.transform.opt_resolve 0.01% : 0.000051s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000538s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000052s : 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 19.61% : 0.119994s : 2: renormalize.infer 0.70% : 0.004283s : 2: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000270s : 1: rewriter_after_opt_a 0.03% : 0.000164s : 1: rewriter_before_opt_a 0.02% : 0.000103s : 1: symbol_engine_optimizer 33.71% : 0.206248s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape7-2-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape7-2-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape8-3-pynative] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape8-3-pynative],max_mem:4.0M TotalTime = 0.0391448, [30] [bootstrap]: 0.00077821 [type_inference]: 0.0138204 [event_method]: 1.508e-05 [auto_monad]: 0.00015641 [graph_reusing]: 6.22001e-06 [pre_auto_parallel]: 3.00002e-06 [py_interpret_to_execute]: 3.308e-05 [rewriter_before_opt_a]: 5.98e-05 [expand_dump_flag]: 2.98998e-06 [jit_opt_a]: 0.0206856, [2] [Cycle 1]: 0.0156016, [27] [switch_simplify]: 5.63e-05 [loop_unroll]: 2.249e-05 [a_1]: 0.00049902 [with_stream_mark]: 2.891e-05 [recompute_prepare]: 1.105e-05 [updatestate_depend_eliminate]: 7.42002e-06 [updatestate_assign_eliminate]: 5.22e-06 [updatestate_loads_eliminate]: 5.67001e-06 [parameter_eliminate]: 1.79e-06 [specialize_transform]: 9.39e-06 [updatestate_useless_node_eliminater]: 1.088e-05 [accelerated_algorithm]: 8.03001e-06 [meta_shard_fg_expand]: 2.84999e-06 [get_grad_eliminate_]: 8.23001e-06 [merge_forward]: 0.0132634 [cell_reuse_recompute_pass]: 8.45001e-06 [cell_reuse_handle_not_recompute_node_pass]: 7.283e-05 [j_node_and_user_rematch]: 2.123e-05 [meta_fg_expand]: 9.76998e-06 [replace_old_param]: 1.734e-05 [inline_without_move]: 1.045e-05 [renormalize]: 0.00113835 [add_forward_monad_depend]: 1.516e-05 [auto_monad_grad]: 2.67001e-06 [auto_monad_eliminator]: 2.477e-05 [cse]: 3.82e-05 [replace_applicator]: 2.315e-05 [Cycle 2]: 0.00052977, [27] [switch_simplify]: 1.02e-05 [loop_unroll]: 8.45001e-06 [a_1]: 0.00019384 [with_stream_mark]: 1.852e-05 [recompute_prepare]: 1.04e-05 [updatestate_depend_eliminate]: 5.97999e-06 [updatestate_assign_eliminate]: 5.73002e-06 [updatestate_loads_eliminate]: 4.38001e-06 [parameter_eliminate]: 1.79e-06 [specialize_transform]: 9.19e-06 [updatestate_useless_node_eliminater]: 1.183e-05 [accelerated_algorithm]: 8.48999e-06 [meta_shard_fg_expand]: 2.61999e-06 [get_grad_eliminate_]: 8.02e-06 [merge_forward]: 5.22999e-06 [cell_reuse_recompute_pass]: 2.65002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.878e-05 [j_node_and_user_rematch]: 1.302e-05 [meta_fg_expand]: 3.21999e-06 [replace_old_param]: 1.128e-05 [inline_without_move]: 7.48999e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.66e-06 [auto_monad_grad]: 1.71e-06 [auto_monad_eliminator]: 1.288e-05 [cse]: 1.889e-05 [replace_applicator]: 8.25e-06 [py_interpret_to_execute_after_opt_a]: 1.697e-05 [rewriter_after_opt_a]: 0.000577 [convert_after_rewriter]: 1.279e-05 [order_py_execute_after_rewriter]: 7.51999e-06 [mutable_eliminate]: 0.00081859 [jit_opt_b]: 7.537e-05, [1] [Cycle 1]: 6.666e-05, [2] [frontend_op_eliminate]: 2.474e-05 [inline_after_opt_a]: 2.54e-05 [cconv]: 3.857e-05 [loop_unroll]: 0.00052556 [jit_opt_after_cconv]: 0.00022076, [1] [Cycle 1]: 0.00021291, [11] [c_1]: 5.349e-05 [parameter_eliminate]: 4.92999e-06 [updatestate_depend_eliminate]: 1.139e-05 [updatestate_assign_eliminate]: 6.17001e-06 [updatestate_loads_eliminate]: 4.50001e-06 [cse]: 3.45e-05 [call_graph_tuple_transform]: 2.318e-05 [tuple_list_get_item_eliminator]: 9.67001e-06 [none_parameter_eliminate]: 1.52001e-06 [renormalize]: 7.2e-07 [switch_simplify]: 8.23999e-06 [remove_dup_value]: 2.161e-05 [partial_unused_args_eliminate]: 2.14999e-06 [environ_conv]: 1.376e-05 [add_recomputation]: 7.307e-05 [cse_after_recomputation]: 2.982e-05, [1] [Cycle 1]: 2.255e-05, [1] [cse]: 1.612e-05 [auto_monad_reorder]: 2.725e-05 [get_jit_bprop_graph]: 2.81999e-06 [rewriter_after_jit_bprop_graph]: 0.00015525 [opt_after_jit_grad]: 0.00055364 [symbol_engine_optimizer]: 0.0001002, [1] [Cycle 1]: 9.275e-05, [6] [build]: 6.23e-06 [elim_shapecalc]: 1.224e-05 [elim_not_effective]: 2.012e-05 [opt_reshape]: 8.68001e-06 [fold_const_symbol]: 1.401e-05 [renormalize]: 1.04e-06 [validate]: 5.132e-05 Sums bootstrap : 0.000778s : 2.30% type_inference : 0.013820s : 40.90% event_method : 0.000015s : 0.04% auto_monad : 0.000156s : 0.46% graph_reusing : 0.000006s : 0.02% pre_auto_parallel : 0.000003s : 0.01% py_interpret_to_execute : 0.000033s : 0.10% rewriter_before_opt_a : 0.000060s : 0.18% expand_dump_flag : 0.000003s : 0.01% jit_opt_a.switch_simplify : 0.000067s : 0.20% jit_opt_a.loop_unroll : 0.000031s : 0.09% jit_opt_a.a_1 : 0.000693s : 2.05% jit_opt_a.with_stream_mark : 0.000047s : 0.14% jit_opt_a.recompute_prepare : 0.000021s : 0.06% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.04% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.03% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.03% jit_opt_a.parameter_eliminate : 0.000004s : 0.01% jit_opt_a.specialize_transform : 0.000019s : 0.05% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.07% jit_opt_a.accelerated_algorithm : 0.000017s : 0.05% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.02% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.05% jit_opt_a.merge_forward : 0.013269s : 39.27% jit_opt_a.cell_reuse_recompute_pass : 0.000011s : 0.03% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000092s : 0.27% jit_opt_a.j_node_and_user_rematch : 0.000034s : 0.10% jit_opt_a.meta_fg_expand : 0.000013s : 0.04% jit_opt_a.replace_old_param : 0.000029s : 0.08% jit_opt_a.inline_without_move : 0.000018s : 0.05% jit_opt_a.renormalize : 0.001138s : 3.37% jit_opt_a.add_forward_monad_depend : 0.000017s : 0.05% jit_opt_a.auto_monad_grad : 0.000004s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000038s : 0.11% jit_opt_a.cse : 0.000057s : 0.17% jit_opt_a.replace_applicator : 0.000031s : 0.09% py_interpret_to_execute_after_opt_a : 0.000017s : 0.05% rewriter_after_opt_a : 0.000577s : 1.71% convert_after_rewriter : 0.000013s : 0.04% order_py_execute_after_rewriter : 0.000008s : 0.02% mutable_eliminate : 0.000819s : 2.42% jit_opt_b.frontend_op_eliminate : 0.000025s : 0.07% jit_opt_b.inline_after_opt_a : 0.000025s : 0.08% cconv : 0.000039s : 0.11% loop_unroll : 0.000526s : 1.56% jit_opt_after_cconv.c_1 : 0.000053s : 0.16% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.01% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.03% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.02% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.01% jit_opt_after_cconv.cse : 0.000034s : 0.10% jit_opt_after_cconv.call_graph_tuple_transform : 0.000023s : 0.07% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.03% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000008s : 0.02% remove_dup_value : 0.000022s : 0.06% partial_unused_args_eliminate : 0.000002s : 0.01% environ_conv : 0.000014s : 0.04% add_recomputation : 0.000073s : 0.22% cse_after_recomputation.cse : 0.000016s : 0.05% auto_monad_reorder : 0.000027s : 0.08% get_jit_bprop_graph : 0.000003s : 0.01% rewriter_after_jit_bprop_graph : 0.000155s : 0.46% opt_after_jit_grad : 0.000554s : 1.64% symbol_engine_optimizer.build : 0.000006s : 0.02% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.04% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.06% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.03% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.04% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000051s : 0.15% Time group info: ------[substitution.] 0.000247 44 4.39% : 0.000011s : 2: substitution.depend_value_elim 1.12% : 0.000003s : 4: substitution.elim_not_effective 0.89% : 0.000002s : 4: substitution.fold_const_symbol 2.92% : 0.000007s : 5: substitution.graph_param_transform 71.72% : 0.000177s : 3: substitution.inline 2.60% : 0.000006s : 8: substitution.j_node_and_user_rematch 3.76% : 0.000009s : 8: substitution.remove_not_recompute_node 3.29% : 0.000008s : 2: substitution.replace_old_param 4.81% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 4.50% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.013744 2 94.91% : 0.013044s : 1: type_inference.infer 5.09% : 0.000700s : 1: type_inference.specialize ------[replace.] 0.000037 3 100.00% : 0.000037s : 3: replace.inline ------[match.] 0.000175 3 100.00% : 0.000175s : 3: match.inline ------[predicate.] 0.000155 825 1.43% : 0.000002s : 12: predicate.accumulaten_eliminater 1.29% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.00% : 0.000002s : 12: predicate.addn_check_dump 1.28% : 0.000002s : 12: predicate.addn_zero_filter 2.24% : 0.000003s : 12: predicate.arithmetic_simplify 1.23% : 0.000002s : 12: predicate.cast_eliminate 0.51% : 0.000001s : 5: predicate.check_bprop_eliminate 1.00% : 0.000002s : 12: predicate.compare_switch_simplify 1.30% : 0.000002s : 12: predicate.depend_value_elim 0.99% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.23% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.14% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.15% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.53% : 0.000001s : 5: predicate.elim_not_effective 0.75% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.18% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.10% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.98% : 0.000002s : 12: predicate.environ_get_depend_swap 1.15% : 0.000002s : 12: predicate.environ_get_eliminate 1.27% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.38% : 0.000002s : 10: predicate.get_grad_eliminate 0.39% : 0.000001s : 5: predicate.graph_param_transform 5.01% : 0.000008s : 25: predicate.inline 2.03% : 0.000003s : 10: predicate.inline_without_move 0.50% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.51% : 0.000002s : 10: predicate.less_batch_normalization 1.26% : 0.000002s : 12: predicate.list_to_tuple_eliminator_ 1.57% : 0.000002s : 17: predicate.load_eliminater 1.41% : 0.000002s : 5: predicate.loop_unroll_after_grad 2.82% : 0.000004s : 25: predicate.loop_unroll_before_grad 1.92% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.03% : 0.000002s : 12: predicate.merge_addn 0.97% : 0.000002s : 12: predicate.minmaximum_grad 1.93% : 0.000003s : 5: predicate.mutable_eliminate 0.64% : 0.000001s : 5: predicate.opt_reshape 2.13% : 0.000003s : 17: predicate.partial_eliminate 1.24% : 0.000002s : 12: predicate.print_const_string_wrapper 2.16% : 0.000003s : 12: predicate.reduce_eliminate 1.31% : 0.000002s : 12: predicate.redundant_stop_gradient_eliminater 1.14% : 0.000002s : 10: predicate.remove_not_recompute_node 1.83% : 0.000003s : 22: predicate.replace_applicator 0.88% : 0.000001s : 10: predicate.replace_old_param 0.41% : 0.000001s : 5: predicate.reset_defer_inline 1.51% : 0.000002s : 12: predicate.reshape_eliminate 1.16% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 1.03% : 0.000002s : 5: predicate.row_tensor_eliminate 1.23% : 0.000002s : 12: predicate.same_eliminate 0.79% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.28% : 0.000002s : 10: predicate.special_op_eliminate 1.26% : 0.000002s : 10: predicate.specialize_transform 1.58% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.65% : 0.000003s : 12: predicate.stack_unstack_eliminate 0.60% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.83% : 0.000003s : 15: predicate.switch_defer_inline 1.53% : 0.000002s : 15: predicate.switch_layer_defer_inline 6.11% : 0.000009s : 45: predicate.switch_simplify 1.33% : 0.000002s : 12: predicate.tile_eliminate 1.21% : 0.000002s : 12: predicate.transpose_eliminate 1.46% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.30% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.74% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.61% : 0.000002s : 12: predicate.tuple_list_set_item_eliminator 1.11% : 0.000002s : 12: predicate.tuple_to_list_eliminator_ 1.92% : 0.000003s : 17: predicate.updatestate_pure_node_eliminater 3.27% : 0.000005s : 27: predicate.updatestate_useless_node_eliminater 1.70% : 0.000003s : 12: predicate.value_based_eliminate 0.57% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.72% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000416 6 5.77% : 0.000024s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.23% : 0.000392s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.041421 72 0.19% : 0.000077s : 1: add_recomputation 0.39% : 0.000162s : 1: auto_monad 0.07% : 0.000030s : 1: auto_monad_reorder 1.96% : 0.000813s : 1: bootstrap 0.10% : 0.000041s : 1: cconv 0.04% : 0.000016s : 1: convert_after_rewriter 0.08% : 0.000032s : 1: cse_after_recomputation 0.04% : 0.000016s : 1: environ_conv 0.05% : 0.000020s : 1: event_method 0.01% : 0.000005s : 1: expand_dump_flag 0.01% : 0.000005s : 1: get_jit_bprop_graph 0.02% : 0.000009s : 1: graph_reusing 49.95% : 0.020691s : 1: jit_opt_a 0.54% : 0.000225s : 1: jit_opt_after_cconv 0.19% : 0.000078s : 1: jit_opt_b 1.29% : 0.000536s : 1: loop_unroll 2.00% : 0.000830s : 1: mutable_eliminate 2.50% : 0.001035s : 26: opt.transform.jit_opt_a 0.22% : 0.000090s : 4: opt.transform.jit_opt_after_cconv 0.10% : 0.000042s : 4: opt.transform.jit_opt_b 0.05% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.06% : 0.000025s : 1: opt.transform.mutable_eliminate 0.09% : 0.000035s : 1: opt.transform.opt_after_jit_grad 0.12% : 0.000051s : 4: opt.transform.symbol_engine_opt 1.36% : 0.000564s : 1: opt_after_jit_grad 0.03% : 0.000010s : 1: order_py_execute_after_rewriter 0.01% : 0.000004s : 1: partial_unused_args_eliminate 0.01% : 0.000005s : 1: pre_auto_parallel 0.09% : 0.000036s : 1: py_interpret_to_execute 0.05% : 0.000020s : 1: py_interpret_to_execute_after_opt_a 0.06% : 0.000024s : 1: remove_dup_value 1.53% : 0.000633s : 1: renormalize.infer 1.19% : 0.000491s : 1: renormalize.specialize 0.38% : 0.000159s : 1: rewriter_after_jit_bprop_graph 1.41% : 0.000585s : 1: rewriter_after_opt_a 0.15% : 0.000063s : 1: rewriter_before_opt_a 0.25% : 0.000103s : 1: symbol_engine_optimizer 33.42% : 0.013841s : 1: type_inference TotalTime = 0.213534, [30] [bootstrap]: 0.00032025 [type_inference]: 0.065295 [event_method]: 0.00014214 [auto_monad]: 0.00026413 [graph_reusing]: 1.086e-05 [pre_auto_parallel]: 3.71001e-06 [py_interpret_to_execute]: 4.945e-05 [rewriter_before_opt_a]: 0.00014955 [expand_dump_flag]: 4.4e-06 [jit_opt_a]: 0.143641, [3] [Cycle 1]: 0.0738711, [27] [switch_simplify]: 0.00024034 [loop_unroll]: 6.209e-05 [a_1]: 0.00154919 [with_stream_mark]: 4.485e-05 [recompute_prepare]: 3.939e-05 [updatestate_depend_eliminate]: 1.469e-05 [updatestate_assign_eliminate]: 1.231e-05 [updatestate_loads_eliminate]: 1.055e-05 [parameter_eliminate]: 3.69002e-06 [specialize_transform]: 2.337e-05 [updatestate_useless_node_eliminater]: 2.748e-05 [accelerated_algorithm]: 1.997e-05 [meta_shard_fg_expand]: 7.56001e-06 [get_grad_eliminate_]: 1.918e-05 [merge_forward]: 1.287e-05 [cell_reuse_recompute_pass]: 1.12999e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.1e-05 [j_node_and_user_rematch]: 3.439e-05 [meta_fg_expand]: 0.0394345 [replace_old_param]: 0.00013049 [inline_without_move]: 0.00012512 [renormalize]: 0.0309512 [add_forward_monad_depend]: 2.168e-05 [auto_monad_grad]: 1.128e-05 [auto_monad_eliminator]: 8.629e-05 [cse]: 0.00034553 [replace_applicator]: 0.00021351 [Cycle 2]: 0.00395815, [27] [switch_simplify]: 6.134e-05 [loop_unroll]: 5.672e-05 [a_1]: 0.00139135 [with_stream_mark]: 3.078e-05 [recompute_prepare]: 1.734e-05 [updatestate_depend_eliminate]: 3.567e-05 [updatestate_assign_eliminate]: 5.79e-06 [updatestate_loads_eliminate]: 5.19e-06 [parameter_eliminate]: 3.48e-06 [specialize_transform]: 1.168e-05 [updatestate_useless_node_eliminater]: 1.357e-05 [accelerated_algorithm]: 9.89999e-06 [meta_shard_fg_expand]: 3.09999e-06 [get_grad_eliminate_]: 9.21002e-06 [merge_forward]: 5.78002e-06 [cell_reuse_recompute_pass]: 2.21e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.168e-05 [j_node_and_user_rematch]: 1.352e-05 [meta_fg_expand]: 0.000151 [replace_old_param]: 1.993e-05 [inline_without_move]: 9.05999e-06 [renormalize]: 0.00172461 [add_forward_monad_depend]: 1.069e-05 [auto_monad_grad]: 2.69001e-06 [auto_monad_eliminator]: 2.764e-05 [cse]: 4.656e-05 [replace_applicator]: 2.708e-05 [Cycle 3]: 0.00054023, [27] [switch_simplify]: 1.065e-05 [loop_unroll]: 8.89998e-06 [a_1]: 0.0001886 [with_stream_mark]: 1.946e-05 [recompute_prepare]: 8.64998e-06 [updatestate_depend_eliminate]: 6.67002e-06 [updatestate_assign_eliminate]: 5.02e-06 [updatestate_loads_eliminate]: 4.82e-06 [parameter_eliminate]: 2.44001e-06 [specialize_transform]: 9.16002e-06 [updatestate_useless_node_eliminater]: 1.122e-05 [accelerated_algorithm]: 9.34e-06 [meta_shard_fg_expand]: 3.08998e-06 [get_grad_eliminate_]: 8.02e-06 [merge_forward]: 5.89999e-06 [cell_reuse_recompute_pass]: 2.68998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.109e-05 [j_node_and_user_rematch]: 1.419e-05 [meta_fg_expand]: 3.79002e-06 [replace_old_param]: 1.243e-05 [inline_without_move]: 7.90998e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 2.19999e-06 [auto_monad_grad]: 1.30999e-06 [auto_monad_eliminator]: 1.316e-05 [cse]: 2.382e-05 [replace_applicator]: 8.59e-06 [py_interpret_to_execute_after_opt_a]: 2.18e-05 [rewriter_after_opt_a]: 0.00029251 [convert_after_rewriter]: 1.544e-05 [order_py_execute_after_rewriter]: 7.08e-06 [mutable_eliminate]: 0.0011107 [jit_opt_b]: 8.315e-05, [1] [Cycle 1]: 7.219e-05, [2] [frontend_op_eliminate]: 2.85e-05 [inline_after_opt_a]: 2.8e-05 [cconv]: 4.247e-05 [loop_unroll]: 0.00058957 [jit_opt_after_cconv]: 0.00025752, [1] [Cycle 1]: 0.00024923, [11] [c_1]: 6.189e-05 [parameter_eliminate]: 5.77001e-06 [updatestate_depend_eliminate]: 1.36e-05 [updatestate_assign_eliminate]: 6.79001e-06 [updatestate_loads_eliminate]: 4.79e-06 [cse]: 5.042e-05 [call_graph_tuple_transform]: 2.534e-05 [tuple_list_get_item_eliminator]: 1.004e-05 [none_parameter_eliminate]: 1.71e-06 [renormalize]: 5.59987e-07 [switch_simplify]: 9.57001e-06 [remove_dup_value]: 2.444e-05 [partial_unused_args_eliminate]: 2.89001e-06 [environ_conv]: 9.04003e-06 [add_recomputation]: 7.389e-05 [cse_after_recomputation]: 3.408e-05, [1] [Cycle 1]: 2.721e-05, [1] [cse]: 2.005e-05 [auto_monad_reorder]: 2.711e-05 [get_jit_bprop_graph]: 2.22999e-06 [rewriter_after_jit_bprop_graph]: 9.05999e-06 [opt_after_jit_grad]: 0.00061443 [symbol_engine_optimizer]: 0.00010709, [1] [Cycle 1]: 9.855e-05, [6] [build]: 7.4e-06 [elim_shapecalc]: 1.25e-05 [elim_not_effective]: 2.276e-05 [opt_reshape]: 1.058e-05 [fold_const_symbol]: 1.415e-05 [renormalize]: 7.39994e-07 [validate]: 6.188e-05 Sums bootstrap : 0.000320s : 0.22% type_inference : 0.065295s : 44.39% event_method : 0.000142s : 0.10% auto_monad : 0.000264s : 0.18% graph_reusing : 0.000011s : 0.01% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000049s : 0.03% rewriter_before_opt_a : 0.000150s : 0.10% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000312s : 0.21% jit_opt_a.loop_unroll : 0.000128s : 0.09% jit_opt_a.a_1 : 0.003129s : 2.13% jit_opt_a.with_stream_mark : 0.000095s : 0.06% jit_opt_a.recompute_prepare : 0.000065s : 0.04% jit_opt_a.updatestate_depend_eliminate : 0.000057s : 0.04% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.02% jit_opt_a.updatestate_loads_eliminate : 0.000021s : 0.01% jit_opt_a.parameter_eliminate : 0.000010s : 0.01% jit_opt_a.specialize_transform : 0.000044s : 0.03% jit_opt_a.updatestate_useless_node_eliminater : 0.000052s : 0.04% jit_opt_a.accelerated_algorithm : 0.000039s : 0.03% jit_opt_a.meta_shard_fg_expand : 0.000014s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.02% jit_opt_a.merge_forward : 0.000025s : 0.02% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000084s : 0.06% jit_opt_a.j_node_and_user_rematch : 0.000062s : 0.04% jit_opt_a.meta_fg_expand : 0.039589s : 26.91% jit_opt_a.replace_old_param : 0.000163s : 0.11% jit_opt_a.inline_without_move : 0.000142s : 0.10% jit_opt_a.renormalize : 0.032676s : 22.21% jit_opt_a.add_forward_monad_depend : 0.000035s : 0.02% jit_opt_a.auto_monad_grad : 0.000015s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000127s : 0.09% jit_opt_a.cse : 0.000416s : 0.28% jit_opt_a.replace_applicator : 0.000249s : 0.17% py_interpret_to_execute_after_opt_a : 0.000022s : 0.01% rewriter_after_opt_a : 0.000293s : 0.20% convert_after_rewriter : 0.000015s : 0.01% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.001111s : 0.76% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.02% jit_opt_b.inline_after_opt_a : 0.000028s : 0.02% cconv : 0.000042s : 0.03% loop_unroll : 0.000590s : 0.40% jit_opt_after_cconv.c_1 : 0.000062s : 0.04% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000050s : 0.03% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.02% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.01% remove_dup_value : 0.000024s : 0.02% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.01% add_recomputation : 0.000074s : 0.05% cse_after_recomputation.cse : 0.000020s : 0.01% auto_monad_reorder : 0.000027s : 0.02% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.01% opt_after_jit_grad : 0.000614s : 0.42% symbol_engine_optimizer.build : 0.000007s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000023s : 0.02% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000062s : 0.04% Time group info: ------[substitution.] 0.034270 170 0.08% : 0.000026s : 8: substitution.depend_value_elim 0.01% : 0.000002s : 4: substitution.elim_not_effective 0.01% : 0.000002s : 4: substitution.fold_const_symbol 97.06% : 0.033262s : 4: substitution.getattr_setattr_resolve 0.02% : 0.000007s : 5: substitution.graph_param_transform 1.89% : 0.000649s : 16: substitution.inline 0.12% : 0.000041s : 4: substitution.inline_without_move 0.03% : 0.000012s : 20: substitution.j_node_and_user_rematch 0.03% : 0.000010s : 5: substitution.minmaximum_grad 0.03% : 0.000010s : 9: substitution.partial_eliminate 0.04% : 0.000015s : 20: substitution.remove_not_recompute_node 0.16% : 0.000053s : 12: substitution.replace_applicator 0.05% : 0.000017s : 16: substitution.replace_old_param 0.01% : 0.000005s : 1: substitution.set_cell_output_no_recompute 0.04% : 0.000015s : 3: substitution.switch_simplify 0.07% : 0.000024s : 5: substitution.tuple_list_convert_item_index_to_positive 0.05% : 0.000016s : 5: substitution.tuple_list_get_item_depend_reorder 0.11% : 0.000039s : 8: substitution.tuple_list_get_item_eliminator 0.07% : 0.000024s : 8: substitution.updatestate_pure_node_eliminater 0.12% : 0.000041s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.065176 2 95.83% : 0.062456s : 1: type_inference.infer 4.17% : 0.002720s : 1: type_inference.specialize ------[replace.] 0.000699 27 14.73% : 0.000103s : 3: replace.getattr_setattr_resolve 46.77% : 0.000327s : 16: replace.inline 8.60% : 0.000060s : 1: replace.replace_applicator 11.87% : 0.000083s : 3: replace.switch_simplify 14.55% : 0.000102s : 3: replace.tuple_list_get_item_eliminator 3.47% : 0.000024s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.033882 27 97.96% : 0.033190s : 3: match.getattr_setattr_resolve 1.88% : 0.000636s : 16: match.inline 0.05% : 0.000017s : 1: match.replace_applicator 0.04% : 0.000013s : 3: match.switch_simplify 0.03% : 0.000011s : 3: match.tuple_list_get_item_eliminator 0.05% : 0.000016s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000525 3164 1.50% : 0.000008s : 50: predicate.accumulaten_eliminater 0.48% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.23% : 0.000006s : 50: predicate.addn_check_dump 1.46% : 0.000008s : 50: predicate.addn_zero_filter 2.04% : 0.000011s : 50: predicate.arithmetic_simplify 1.37% : 0.000007s : 50: predicate.cast_eliminate 0.21% : 0.000001s : 5: predicate.check_bprop_eliminate 1.32% : 0.000007s : 50: predicate.compare_switch_simplify 1.51% : 0.000008s : 50: predicate.depend_value_elim 1.25% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.30% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.25% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.33% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.19% : 0.000001s : 5: predicate.elim_not_effective 0.21% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.34% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.23% : 0.000006s : 50: predicate.environ_get_add_eliminate 1.26% : 0.000007s : 50: predicate.environ_get_depend_swap 1.48% : 0.000008s : 50: predicate.environ_get_eliminate 1.35% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 0.97% : 0.000005s : 26: predicate.get_grad_eliminate 2.00% : 0.000010s : 20: predicate.getattr_setattr_resolve 0.16% : 0.000001s : 5: predicate.graph_param_transform 4.33% : 0.000023s : 80: predicate.inline 2.99% : 0.000016s : 87: predicate.inline_without_move 0.36% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.13% : 0.000006s : 26: predicate.less_batch_normalization 1.47% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.67% : 0.000009s : 58: predicate.load_eliminater 0.66% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.66% : 0.000019s : 132: predicate.loop_unroll_before_grad 1.59% : 0.000008s : 55: predicate.make_slice_get_slice_eliminator 1.42% : 0.000007s : 50: predicate.merge_addn 1.30% : 0.000007s : 50: predicate.minmaximum_grad 1.06% : 0.000006s : 5: predicate.mutable_eliminate 0.20% : 0.000001s : 5: predicate.opt_reshape 2.04% : 0.000011s : 58: predicate.partial_eliminate 1.36% : 0.000007s : 50: predicate.print_const_string_wrapper 1.75% : 0.000009s : 50: predicate.reduce_eliminate 1.51% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000002s : 26: predicate.remove_not_recompute_node 2.46% : 0.000013s : 126: predicate.replace_applicator 1.39% : 0.000007s : 87: predicate.replace_old_param 0.20% : 0.000001s : 5: predicate.reset_defer_inline 1.52% : 0.000008s : 50: predicate.reshape_eliminate 1.46% : 0.000008s : 50: predicate.row_tensor_add_zeros_like 0.30% : 0.000002s : 5: predicate.row_tensor_eliminate 1.36% : 0.000007s : 50: predicate.same_eliminate 0.47% : 0.000002s : 28: predicate.set_cell_output_no_recompute 0.48% : 0.000002s : 10: predicate.special_op_eliminate 1.07% : 0.000006s : 26: predicate.specialize_transform 1.77% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.44% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.19% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.79% : 0.000015s : 70: predicate.switch_defer_inline 2.12% : 0.000011s : 70: predicate.switch_layer_defer_inline 6.72% : 0.000035s : 213: predicate.switch_simplify 1.29% : 0.000007s : 50: predicate.tile_eliminate 1.34% : 0.000007s : 50: predicate.transpose_eliminate 1.70% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.62% : 0.000008s : 50: predicate.tuple_list_get_item_depend_reorder 3.38% : 0.000018s : 63: predicate.tuple_list_get_item_eliminator 1.98% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.40% : 0.000007s : 53: predicate.tuple_to_list_eliminator_ 1.77% : 0.000009s : 58: predicate.updatestate_pure_node_eliminater 3.07% : 0.000016s : 85: predicate.updatestate_useless_node_eliminater 1.88% : 0.000010s : 50: predicate.value_based_eliminate 0.16% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.23% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003996 47 60.28% : 0.002409s : 20: func_graph_cloner_run.FuncGraphClonerGraph 39.72% : 0.001587s : 27: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.284227 89 0.03% : 0.000078s : 1: add_recomputation 0.10% : 0.000272s : 1: auto_monad 0.01% : 0.000030s : 1: auto_monad_reorder 0.12% : 0.000353s : 1: bootstrap 0.02% : 0.000045s : 1: cconv 0.01% : 0.000018s : 1: convert_after_rewriter 0.01% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.05% : 0.000151s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000014s : 1: graph_reusing 50.54% : 0.143646s : 1: jit_opt_a 0.09% : 0.000263s : 1: jit_opt_after_cconv 0.03% : 0.000087s : 1: jit_opt_b 0.21% : 0.000602s : 1: loop_unroll 0.40% : 0.001132s : 1: mutable_eliminate 1.56% : 0.004435s : 39: opt.transform.jit_opt_a 0.04% : 0.000102s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000048s : 4: opt.transform.jit_opt_b 0.01% : 0.000022s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000033s : 1: opt.transform.mutable_eliminate 0.01% : 0.000038s : 1: opt.transform.opt_after_jit_grad 11.77% : 0.033453s : 2: opt.transform.opt_resolve 0.02% : 0.000056s : 4: opt.transform.symbol_engine_opt 0.22% : 0.000626s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.02% : 0.000052s : 1: py_interpret_to_execute 0.01% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000027s : 1: remove_dup_value 9.97% : 0.028328s : 2: renormalize.infer 1.52% : 0.004318s : 2: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.11% : 0.000299s : 1: rewriter_after_opt_a 0.05% : 0.000153s : 1: rewriter_before_opt_a 0.04% : 0.000111s : 1: symbol_engine_optimizer 22.98% : 0.065316s : 1: type_inference . [hook] pytest_runtest_teardown:test_unsqueeze_dimensions[input_shape8-3-KBK] tests/st/mint/test_unsqueeze.py::test_unsqueeze_dimensions[input_shape8-3-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 ================= 18 passed, 25 warnings in 308.15s (0:05:08) ==================