==================================================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_001/sault/config/pytest.ini plugins: mock-3.14.0, hydra-core-1.3.2, forked-1.6.0, anyio-4.9.0, xdist-1.32.0 collected 4 items test_select.py . [hook] pytest_runtest_teardown:test_select_dynamic_shape_advanced[False-pynative] tests/st/mint/test_select.py::test_select_dynamic_shape_advanced[False-pynative],max_mem:2.0M TotalTime = 0.760931, [30] [bootstrap]: 0.00088656 [type_inference]: 0.660852 [event_method]: 1.402e-05 [auto_monad]: 0.00014886 [graph_reusing]: 6.89001e-06 [pre_auto_parallel]: 1.378e-05 [py_interpret_to_execute]: 0.0001054 [rewriter_before_opt_a]: 6.942e-05 [expand_dump_flag]: 3.42002e-06 [jit_opt_a]: 0.0952697, [2] [Cycle 1]: 0.00215405, [27] [switch_simplify]: 6.236e-05 [loop_unroll]: 1.913e-05 [a_1]: 0.00042737 [with_stream_mark]: 3.046e-05 [recompute_prepare]: 9.36998e-06 [updatestate_depend_eliminate]: 7.78001e-06 [updatestate_assign_eliminate]: 7.69002e-06 [updatestate_loads_eliminate]: 5.14998e-06 [parameter_eliminate]: 1.96e-06 [specialize_transform]: 9.56e-06 [updatestate_useless_node_eliminater]: 1.128e-05 [accelerated_algorithm]: 8.85001e-06 [meta_shard_fg_expand]: 2.96001e-06 [get_grad_eliminate_]: 8.33999e-06 [merge_forward]: 5.70001e-06 [cell_reuse_recompute_pass]: 1.12e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.467e-05 [j_node_and_user_rematch]: 1.395e-05 [meta_fg_expand]: 3.66001e-06 [replace_old_param]: 1.302e-05 [inline_without_move]: 7.9e-06 [renormalize]: 0.00114053 [add_forward_monad_depend]: 1.32e-05 [auto_monad_grad]: 2.65997e-06 [auto_monad_eliminator]: 2.283e-05 [cse]: 4.041e-05 [replace_applicator]: 1.751e-05 [Cycle 2]: 0.00048416, [27] [switch_simplify]: 9.22001e-06 [loop_unroll]: 8.13001e-06 [a_1]: 0.00016531 [with_stream_mark]: 1.456e-05 [recompute_prepare]: 7.88999e-06 [updatestate_depend_eliminate]: 8.95001e-06 [updatestate_assign_eliminate]: 5.22e-06 [updatestate_loads_eliminate]: 4.62e-06 [parameter_eliminate]: 1.19e-06 [specialize_transform]: 8.17e-06 [updatestate_useless_node_eliminater]: 1.071e-05 [accelerated_algorithm]: 7.75e-06 [meta_shard_fg_expand]: 2.37999e-06 [get_grad_eliminate_]: 8.57e-06 [merge_forward]: 5.25999e-06 [cell_reuse_recompute_pass]: 1.49e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.669e-05 [j_node_and_user_rematch]: 1.224e-05 [meta_fg_expand]: 2.63998e-06 [replace_old_param]: 1.043e-05 [inline_without_move]: 7.5e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.39998e-06 [auto_monad_grad]: 8.70001e-07 [auto_monad_eliminator]: 1.025e-05 [cse]: 1.764e-05 [replace_applicator]: 7.93001e-06 [py_interpret_to_execute_after_opt_a]: 1.568e-05 [rewriter_after_opt_a]: 0.00045274 [convert_after_rewriter]: 1.585e-05 [order_py_execute_after_rewriter]: 7.31999e-06 [mutable_eliminate]: 0.00080473 [jit_opt_b]: 7.3e-05, [1] [Cycle 1]: 6.472e-05, [2] [frontend_op_eliminate]: 2.578e-05 [inline_after_opt_a]: 2.544e-05 [cconv]: 3.365e-05 [loop_unroll]: 0.00046999 [jit_opt_after_cconv]: 0.00022633, [1] [Cycle 1]: 0.00021888, [11] [c_1]: 5.17e-05 [parameter_eliminate]: 4.32e-06 [updatestate_depend_eliminate]: 1.195e-05 [updatestate_assign_eliminate]: 5.39998e-06 [updatestate_loads_eliminate]: 5.00001e-06 [cse]: 3.983e-05 [call_graph_tuple_transform]: 2.283e-05 [tuple_list_get_item_eliminator]: 8.87e-06 [none_parameter_eliminate]: 1.57001e-06 [renormalize]: 6.39993e-07 [switch_simplify]: 8.92e-06 [remove_dup_value]: 2.129e-05 [partial_unused_args_eliminate]: 3.06001e-06 [environ_conv]: 2.75e-05 [add_recomputation]: 8.357e-05 [cse_after_recomputation]: 3.034e-05, [1] [Cycle 1]: 2.386e-05, [1] [cse]: 1.74e-05 [auto_monad_reorder]: 3.575e-05 [get_jit_bprop_graph]: 2.14999e-06 [rewriter_after_jit_bprop_graph]: 0.00014032 [opt_after_jit_grad]: 0.00051357 [symbol_engine_optimizer]: 9.734e-05, [1] [Cycle 1]: 9.058e-05, [6] [build]: 5.15001e-06 [elim_shapecalc]: 1.23e-05 [elim_not_effective]: 1.853e-05 [opt_reshape]: 8.75999e-06 [fold_const_symbol]: 1.485e-05 [renormalize]: 6.10016e-07 [validate]: 7.233e-05 Sums bootstrap : 0.000887s : 0.13% type_inference : 0.660852s : 99.02% event_method : 0.000014s : 0.00% auto_monad : 0.000149s : 0.02% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000014s : 0.00% py_interpret_to_execute : 0.000105s : 0.02% rewriter_before_opt_a : 0.000069s : 0.01% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000072s : 0.01% jit_opt_a.loop_unroll : 0.000027s : 0.00% jit_opt_a.a_1 : 0.000593s : 0.09% jit_opt_a.with_stream_mark : 0.000045s : 0.01% jit_opt_a.recompute_prepare : 0.000017s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000017s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000013s : 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 : 0.000022s : 0.00% jit_opt_a.accelerated_algorithm : 0.000017s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.00% jit_opt_a.merge_forward : 0.000011s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000051s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000026s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.00% jit_opt_a.inline_without_move : 0.000015s : 0.00% jit_opt_a.renormalize : 0.001141s : 0.17% jit_opt_a.add_forward_monad_depend : 0.000015s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000033s : 0.00% jit_opt_a.cse : 0.000058s : 0.01% jit_opt_a.replace_applicator : 0.000025s : 0.00% py_interpret_to_execute_after_opt_a : 0.000016s : 0.00% rewriter_after_opt_a : 0.000453s : 0.07% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000805s : 0.12% jit_opt_b.frontend_op_eliminate : 0.000026s : 0.00% jit_opt_b.inline_after_opt_a : 0.000025s : 0.00% cconv : 0.000034s : 0.01% loop_unroll : 0.000470s : 0.07% jit_opt_after_cconv.c_1 : 0.000052s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000040s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000023s : 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 : 0.000009s : 0.00% remove_dup_value : 0.000021s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000028s : 0.00% add_recomputation : 0.000084s : 0.01% cse_after_recomputation.cse : 0.000017s : 0.00% auto_monad_reorder : 0.000036s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000140s : 0.02% opt_after_jit_grad : 0.000514s : 0.08% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000072s : 0.01% Time group info: ------[substitution.] 0.000219 43 3.86% : 0.000008s : 2: substitution.depend_value_elim 1.18% : 0.000003s : 4: substitution.elim_not_effective 1.10% : 0.000002s : 4: substitution.fold_const_symbol 3.39% : 0.000007s : 5: substitution.graph_param_transform 67.97% : 0.000149s : 2: substitution.inline 1.97% : 0.000004s : 8: substitution.j_node_and_user_rematch 8.33% : 0.000018s : 8: substitution.remove_not_recompute_node 2.56% : 0.000006s : 2: substitution.replace_old_param 5.20% : 0.000011s : 3: substitution.updatestate_pure_node_eliminater 4.44% : 0.000010s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.660777 2 99.82% : 0.659594s : 1: type_inference.infer 0.18% : 0.001183s : 1: type_inference.specialize ------[replace.] 0.000030 2 100.00% : 0.000030s : 2: replace.inline ------[match.] 0.000147 2 100.00% : 0.000147s : 2: match.inline ------[predicate.] 0.000139 767 1.18% : 0.000002s : 11: predicate.accumulaten_eliminater 1.51% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.11% : 0.000002s : 11: predicate.addn_check_dump 1.28% : 0.000002s : 11: predicate.addn_zero_filter 2.27% : 0.000003s : 11: predicate.arithmetic_simplify 1.50% : 0.000002s : 11: predicate.cast_eliminate 0.65% : 0.000001s : 5: predicate.check_bprop_eliminate 1.19% : 0.000002s : 11: predicate.compare_switch_simplify 1.40% : 0.000002s : 11: predicate.depend_value_elim 1.06% : 0.000001s : 11: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.12% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.15% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.40% : 0.000001s : 5: predicate.elim_not_effective 0.84% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.27% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.16% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.06% : 0.000001s : 11: predicate.environ_get_depend_swap 1.06% : 0.000001s : 11: predicate.environ_get_eliminate 1.19% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.30% : 0.000000s : 5: predicate.fold_const_symbol 1.50% : 0.000002s : 10: predicate.get_grad_eliminate 0.49% : 0.000001s : 5: predicate.graph_param_transform 5.46% : 0.000008s : 23: predicate.inline 1.31% : 0.000002s : 10: predicate.inline_without_move 0.52% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.60% : 0.000002s : 10: predicate.less_batch_normalization 1.29% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.84% : 0.000003s : 16: predicate.load_eliminater 1.95% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.65% : 0.000004s : 20: predicate.loop_unroll_before_grad 2.16% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.05% : 0.000001s : 11: predicate.merge_addn 1.08% : 0.000002s : 11: predicate.minmaximum_grad 2.68% : 0.000004s : 5: predicate.mutable_eliminate 0.75% : 0.000001s : 5: predicate.opt_reshape 2.01% : 0.000003s : 16: predicate.partial_eliminate 1.32% : 0.000002s : 11: predicate.print_const_string_wrapper 1.98% : 0.000003s : 11: predicate.reduce_eliminate 1.04% : 0.000001s : 11: predicate.redundant_stop_gradient_eliminater 0.89% : 0.000001s : 10: predicate.remove_not_recompute_node 1.65% : 0.000002s : 21: predicate.replace_applicator 0.86% : 0.000001s : 10: predicate.replace_old_param 0.75% : 0.000001s : 5: predicate.reset_defer_inline 1.14% : 0.000002s : 11: predicate.reshape_eliminate 1.22% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 0.95% : 0.000001s : 5: predicate.row_tensor_eliminate 1.14% : 0.000002s : 11: predicate.same_eliminate 0.71% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.15% : 0.000002s : 10: predicate.special_op_eliminate 1.34% : 0.000002s : 10: predicate.specialize_transform 1.35% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.14% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.81% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.50% : 0.000002s : 13: predicate.switch_defer_inline 1.61% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.66% : 0.000008s : 38: predicate.switch_simplify 1.04% : 0.000001s : 11: predicate.tile_eliminate 1.14% : 0.000002s : 11: predicate.transpose_eliminate 1.45% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.14% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.58% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.38% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.14% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.73% : 0.000002s : 16: predicate.updatestate_pure_node_eliminater 3.90% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.43% : 0.000002s : 11: 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.] 0.000347 5 6.26% : 0.000022s : 1: func_graph_cloner_run.FuncGraphClonerGraph 93.74% : 0.000325s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.762842 72 0.01% : 0.000087s : 1: add_recomputation 0.02% : 0.000155s : 1: auto_monad 0.01% : 0.000039s : 1: auto_monad_reorder 0.12% : 0.000907s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000019s : 1: convert_after_rewriter 0.00% : 0.000033s : 1: cse_after_recomputation 0.00% : 0.000030s : 1: environ_conv 0.00% : 0.000019s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 12.49% : 0.095273s : 1: jit_opt_a 0.03% : 0.000229s : 1: jit_opt_after_cconv 0.01% : 0.000076s : 1: jit_opt_b 0.06% : 0.000479s : 1: loop_unroll 0.11% : 0.000817s : 1: mutable_eliminate 0.12% : 0.000878s : 26: opt.transform.jit_opt_a 0.01% : 0.000089s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000044s : 4: opt.transform.jit_opt_b 0.00% : 0.000017s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000024s : 1: opt.transform.mutable_eliminate 0.00% : 0.000031s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000050s : 4: opt.transform.symbol_engine_opt 0.07% : 0.000525s : 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% : 0.000016s : 1: pre_auto_parallel 0.01% : 0.000109s : 1: py_interpret_to_execute 0.00% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000024s : 1: remove_dup_value 0.10% : 0.000730s : 1: renormalize.infer 0.05% : 0.000401s : 1: renormalize.specialize 0.02% : 0.000144s : 1: rewriter_after_jit_bprop_graph 0.06% : 0.000459s : 1: rewriter_after_opt_a 0.01% : 0.000074s : 1: rewriter_before_opt_a 0.01% : 0.000100s : 1: symbol_engine_optimizer 86.63% : 0.660875s : 1: type_inference TotalTime = 1.34265, [30] [bootstrap]: 0.00059513 [type_inference]: 0.587283 [event_method]: 0.00024736 [auto_monad]: 0.00030371 [graph_reusing]: 1.085e-05 [pre_auto_parallel]: 4.13999e-06 [py_interpret_to_execute]: 6.537e-05 [rewriter_before_opt_a]: 0.00016296 [expand_dump_flag]: 4.02e-06 [jit_opt_a]: 0.749743, [4] [Cycle 1]: 0.525614, [27] [switch_simplify]: 0.00025594 [loop_unroll]: 6.032e-05 [a_1]: 0.00162083 [with_stream_mark]: 4.744e-05 [recompute_prepare]: 3.645e-05 [updatestate_depend_eliminate]: 1.486e-05 [updatestate_assign_eliminate]: 1.156e-05 [updatestate_loads_eliminate]: 1.134e-05 [parameter_eliminate]: 4.23999e-06 [specialize_transform]: 2.156e-05 [updatestate_useless_node_eliminater]: 2.681e-05 [accelerated_algorithm]: 1.971e-05 [meta_shard_fg_expand]: 8.65001e-06 [get_grad_eliminate_]: 4.652e-05 [merge_forward]: 1.371e-05 [cell_reuse_recompute_pass]: 1.39998e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.277e-05 [j_node_and_user_rematch]: 3.42e-05 [meta_fg_expand]: 0.345627 [replace_old_param]: 0.00013974 [inline_without_move]: 0.0001272 [renormalize]: 0.176344 [add_forward_monad_depend]: 2.888e-05 [auto_monad_grad]: 1.735e-05 [auto_monad_eliminator]: 0.00013671 [cse]: 0.00034381 [replace_applicator]: 0.0002293 [Cycle 2]: 0.052302, [27] [switch_simplify]: 9.124e-05 [loop_unroll]: 8.524e-05 [a_1]: 0.0218434 [with_stream_mark]: 5.445e-05 [recompute_prepare]: 4.085e-05 [updatestate_depend_eliminate]: 1.782e-05 [updatestate_assign_eliminate]: 1.642e-05 [updatestate_loads_eliminate]: 1.505e-05 [parameter_eliminate]: 4.70001e-06 [specialize_transform]: 2.533e-05 [updatestate_useless_node_eliminater]: 0.00010621 [accelerated_algorithm]: 3.687e-05 [meta_shard_fg_expand]: 9.10001e-06 [get_grad_eliminate_]: 1.546e-05 [merge_forward]: 9.46e-06 [cell_reuse_recompute_pass]: 1.57999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.652e-05 [j_node_and_user_rematch]: 2.486e-05 [meta_fg_expand]: 0.00016472 [replace_old_param]: 2.49e-05 [inline_without_move]: 1.461e-05 [renormalize]: 0.0290615 [add_forward_monad_depend]: 1.319e-05 [auto_monad_grad]: 3.05998e-06 [auto_monad_eliminator]: 4.535e-05 [cse]: 0.00019912 [replace_applicator]: 4.452e-05 [Cycle 3]: 0.165582, [27] [switch_simplify]: 1.62e-05 [loop_unroll]: 1.435e-05 [a_1]: 0.00038476 [with_stream_mark]: 3.121e-05 [recompute_prepare]: 1.789e-05 [updatestate_depend_eliminate]: 4.79e-05 [updatestate_assign_eliminate]: 8.67998e-06 [updatestate_loads_eliminate]: 8.41002e-06 [parameter_eliminate]: 3.35e-06 [specialize_transform]: 1.468e-05 [updatestate_useless_node_eliminater]: 2.063e-05 [accelerated_algorithm]: 1.797e-05 [meta_shard_fg_expand]: 4.41002e-06 [get_grad_eliminate_]: 1.192e-05 [merge_forward]: 9.02999e-06 [cell_reuse_recompute_pass]: 3.16001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.169e-05 [j_node_and_user_rematch]: 2.163e-05 [meta_fg_expand]: 5.77999e-06 [replace_old_param]: 1.74e-05 [inline_without_move]: 1.23e-05 [renormalize]: 0.164415 [add_forward_monad_depend]: 1.204e-05 [auto_monad_grad]: 3.66001e-06 [auto_monad_eliminator]: 4.064e-05 [cse]: 0.00014211 [replace_applicator]: 3.886e-05 [Cycle 4]: 0.00083582, [27] [switch_simplify]: 1.587e-05 [loop_unroll]: 1.338e-05 [a_1]: 0.00030311 [with_stream_mark]: 2.42e-05 [recompute_prepare]: 1.537e-05 [updatestate_depend_eliminate]: 9.66e-06 [updatestate_assign_eliminate]: 8.04002e-06 [updatestate_loads_eliminate]: 8.2e-06 [parameter_eliminate]: 1.35999e-06 [specialize_transform]: 1.552e-05 [updatestate_useless_node_eliminater]: 1.836e-05 [accelerated_algorithm]: 2.106e-05 [meta_shard_fg_expand]: 4.18999e-06 [get_grad_eliminate_]: 1.317e-05 [merge_forward]: 8.25e-06 [cell_reuse_recompute_pass]: 3.15998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.092e-05 [j_node_and_user_rematch]: 2.325e-05 [meta_fg_expand]: 5.79999e-06 [replace_old_param]: 1.85e-05 [inline_without_move]: 1.251e-05 [renormalize]: 1.30007e-07 [add_forward_monad_depend]: 3.81001e-06 [auto_monad_grad]: 2.63e-06 [auto_monad_eliminator]: 2.439e-05 [cse]: 5.364e-05 [replace_applicator]: 1.838e-05 [py_interpret_to_execute_after_opt_a]: 3.448e-05 [rewriter_after_opt_a]: 0.00027887 [convert_after_rewriter]: 1.77e-05 [order_py_execute_after_rewriter]: 1.03e-05 [mutable_eliminate]: 0.00099143 [jit_opt_b]: 0.00011143, [1] [Cycle 1]: 9.907e-05, [2] [frontend_op_eliminate]: 4.247e-05 [inline_after_opt_a]: 4.192e-05 [cconv]: 4.535e-05 [loop_unroll]: 0.00079612 [jit_opt_after_cconv]: 0.00035994, [1] [Cycle 1]: 0.00034988, [11] [c_1]: 7.742e-05 [parameter_eliminate]: 8.52e-06 [updatestate_depend_eliminate]: 1.932e-05 [updatestate_assign_eliminate]: 9.24e-06 [updatestate_loads_eliminate]: 7.87003e-06 [cse]: 9.449e-05 [call_graph_tuple_transform]: 4.049e-05 [tuple_list_get_item_eliminator]: 1.267e-05 [none_parameter_eliminate]: 1.80001e-06 [renormalize]: 7.7e-07 [switch_simplify]: 1.404e-05 [remove_dup_value]: 4.351e-05 [partial_unused_args_eliminate]: 2.76e-06 [environ_conv]: 1.888e-05 [add_recomputation]: 0.0001168 [cse_after_recomputation]: 5.873e-05, [1] [Cycle 1]: 5.035e-05, [1] [cse]: 4.126e-05 [auto_monad_reorder]: 3.97e-05 [get_jit_bprop_graph]: 4.12e-06 [rewriter_after_jit_bprop_graph]: 1.313e-05 [opt_after_jit_grad]: 0.00075801 [symbol_engine_optimizer]: 0.00015111, [1] [Cycle 1]: 0.00014218, [6] [build]: 2.159e-05 [elim_shapecalc]: 1.74e-05 [elim_not_effective]: 3.093e-05 [opt_reshape]: 1.406e-05 [fold_const_symbol]: 2.291e-05 [renormalize]: 1.29e-06 [validate]: 7.065e-05 Sums bootstrap : 0.000595s : 0.04% type_inference : 0.587283s : 43.97% event_method : 0.000247s : 0.02% auto_monad : 0.000304s : 0.02% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000065s : 0.00% rewriter_before_opt_a : 0.000163s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000379s : 0.03% jit_opt_a.loop_unroll : 0.000173s : 0.01% jit_opt_a.a_1 : 0.024152s : 1.81% jit_opt_a.with_stream_mark : 0.000157s : 0.01% jit_opt_a.recompute_prepare : 0.000111s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000090s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000045s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000043s : 0.00% jit_opt_a.parameter_eliminate : 0.000014s : 0.00% jit_opt_a.specialize_transform : 0.000077s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000172s : 0.01% jit_opt_a.accelerated_algorithm : 0.000096s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000026s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000087s : 0.01% jit_opt_a.merge_forward : 0.000040s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000009s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000142s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000104s : 0.01% jit_opt_a.meta_fg_expand : 0.345804s : 25.89% jit_opt_a.replace_old_param : 0.000201s : 0.02% jit_opt_a.inline_without_move : 0.000167s : 0.01% jit_opt_a.renormalize : 0.369821s : 27.69% jit_opt_a.add_forward_monad_depend : 0.000058s : 0.00% jit_opt_a.auto_monad_grad : 0.000027s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000247s : 0.02% jit_opt_a.cse : 0.000739s : 0.06% jit_opt_a.replace_applicator : 0.000331s : 0.02% py_interpret_to_execute_after_opt_a : 0.000034s : 0.00% rewriter_after_opt_a : 0.000279s : 0.02% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000010s : 0.00% mutable_eliminate : 0.000991s : 0.07% jit_opt_b.frontend_op_eliminate : 0.000042s : 0.00% jit_opt_b.inline_after_opt_a : 0.000042s : 0.00% cconv : 0.000045s : 0.00% loop_unroll : 0.000796s : 0.06% jit_opt_after_cconv.c_1 : 0.000077s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000019s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.cse : 0.000094s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000040s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000014s : 0.00% remove_dup_value : 0.000044s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000019s : 0.00% add_recomputation : 0.000117s : 0.01% cse_after_recomputation.cse : 0.000041s : 0.00% auto_monad_reorder : 0.000040s : 0.00% get_jit_bprop_graph : 0.000004s : 0.00% rewriter_after_jit_bprop_graph : 0.000013s : 0.00% opt_after_jit_grad : 0.000758s : 0.06% symbol_engine_optimizer.build : 0.000022s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000031s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000023s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000071s : 0.01% Time group info: ------[substitution.] 0.003093 291 1.52% : 0.000047s : 12: substitution.depend_value_elim 0.13% : 0.000004s : 7: substitution.elim_not_effective 0.13% : 0.000004s : 7: substitution.fold_const_symbol 30.15% : 0.000933s : 4: substitution.getattr_setattr_resolve 0.34% : 0.000010s : 8: substitution.graph_param_transform 50.67% : 0.001567s : 28: substitution.inline 1.27% : 0.000039s : 4: substitution.inline_without_move 0.65% : 0.000020s : 35: substitution.j_node_and_user_rematch 0.80% : 0.000025s : 3: substitution.less_batch_normalization 0.69% : 0.000021s : 13: substitution.minmaximum_grad 0.48% : 0.000015s : 14: substitution.partial_eliminate 0.89% : 0.000028s : 35: substitution.remove_not_recompute_node 2.08% : 0.000064s : 16: substitution.replace_applicator 0.74% : 0.000023s : 19: substitution.replace_old_param 0.26% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.47% : 0.000015s : 3: substitution.switch_simplify 1.41% : 0.000044s : 13: substitution.tuple_list_convert_item_index_to_positive 1.09% : 0.000034s : 13: substitution.tuple_list_get_item_depend_reorder 3.44% : 0.000106s : 30: substitution.tuple_list_get_item_eliminator 0.86% : 0.000026s : 9: substitution.updatestate_pure_node_eliminater 1.92% : 0.000059s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.587165 2 99.42% : 0.583731s : 1: type_inference.infer 0.58% : 0.003434s : 1: type_inference.specialize ------[replace.] 0.018630 53 0.36% : 0.000068s : 3: replace.getattr_setattr_resolve 97.46% : 0.018158s : 28: replace.inline 0.19% : 0.000036s : 1: replace.replace_applicator 0.48% : 0.000090s : 3: replace.switch_simplify 1.18% : 0.000220s : 17: replace.tuple_list_get_item_eliminator 0.31% : 0.000059s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002509 53 34.76% : 0.000872s : 3: match.getattr_setattr_resolve 61.61% : 0.001546s : 28: match.inline 0.60% : 0.000015s : 1: match.replace_applicator 0.52% : 0.000013s : 3: match.switch_simplify 2.01% : 0.000050s : 17: match.tuple_list_get_item_eliminator 0.50% : 0.000013s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001048 5919 1.37% : 0.000014s : 99: predicate.accumulaten_eliminater 0.40% : 0.000004s : 8: predicate.ad_related_special_op_eliminate 1.30% : 0.000014s : 99: predicate.addn_check_dump 1.51% : 0.000016s : 99: predicate.addn_zero_filter 2.18% : 0.000023s : 99: predicate.arithmetic_simplify 1.47% : 0.000015s : 99: predicate.cast_eliminate 0.17% : 0.000002s : 8: predicate.check_bprop_eliminate 1.29% : 0.000014s : 99: predicate.compare_switch_simplify 1.52% : 0.000016s : 99: predicate.depend_value_elim 1.36% : 0.000014s : 99: predicate.dict_get_item_const_eliminator 1.33% : 0.000014s : 99: predicate.dict_get_item_eliminator 5.60% : 0.000059s : 99: predicate.dict_set_item_eliminator 0.19% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.08% : 0.000001s : 8: predicate.elim_not_effective 0.18% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.30% : 0.000014s : 99: predicate.environ_add_const_eliminate 1.30% : 0.000014s : 99: predicate.environ_get_add_eliminate 1.24% : 0.000013s : 99: predicate.environ_get_depend_swap 1.36% : 0.000014s : 99: predicate.environ_get_eliminate 1.30% : 0.000014s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 3.29% : 0.000034s : 42: predicate.get_grad_eliminate 0.64% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.07% : 0.000001s : 8: predicate.graph_param_transform 3.93% : 0.000041s : 160: predicate.inline 1.76% : 0.000018s : 106: predicate.inline_without_move 0.31% : 0.000003s : 42: predicate.j_node_and_user_rematch 1.05% : 0.000011s : 42: predicate.less_batch_normalization 1.86% : 0.000020s : 116: predicate.list_to_tuple_eliminator_ 1.69% : 0.000018s : 124: predicate.load_eliminater 0.57% : 0.000006s : 8: predicate.loop_unroll_after_grad 2.57% : 0.000027s : 171: predicate.loop_unroll_before_grad 1.64% : 0.000017s : 107: predicate.make_slice_get_slice_eliminator 1.31% : 0.000014s : 99: predicate.merge_addn 1.44% : 0.000015s : 99: predicate.minmaximum_grad 0.63% : 0.000007s : 8: predicate.mutable_eliminate 0.16% : 0.000002s : 8: predicate.opt_reshape 2.00% : 0.000021s : 124: predicate.partial_eliminate 1.32% : 0.000014s : 99: predicate.print_const_string_wrapper 1.97% : 0.000021s : 99: predicate.reduce_eliminate 1.69% : 0.000018s : 116: predicate.redundant_stop_gradient_eliminater 0.43% : 0.000004s : 42: predicate.remove_not_recompute_node 2.28% : 0.000024s : 236: predicate.replace_applicator 0.94% : 0.000010s : 106: predicate.replace_old_param 0.09% : 0.000001s : 8: predicate.reset_defer_inline 1.45% : 0.000015s : 99: predicate.reshape_eliminate 1.45% : 0.000015s : 99: predicate.row_tensor_add_zeros_like 0.22% : 0.000002s : 8: predicate.row_tensor_eliminate 1.39% : 0.000015s : 99: predicate.same_eliminate 0.45% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.29% : 0.000003s : 16: predicate.special_op_eliminate 0.86% : 0.000009s : 50: predicate.specialize_transform 1.62% : 0.000017s : 99: predicate.split_environ_get_set_with_tuple_value 1.32% : 0.000014s : 99: predicate.stack_unstack_eliminate 0.13% : 0.000001s : 8: predicate.switch_call_monad_eliminater 3.69% : 0.000039s : 144: predicate.switch_defer_inline 2.34% : 0.000024s : 144: predicate.switch_layer_defer_inline 5.27% : 0.000055s : 329: predicate.switch_simplify 1.46% : 0.000015s : 99: predicate.tile_eliminate 1.36% : 0.000014s : 99: predicate.transpose_eliminate 1.70% : 0.000018s : 99: predicate.tuple_list_convert_item_index_to_positive 1.64% : 0.000017s : 99: predicate.tuple_list_get_item_depend_reorder 3.19% : 0.000033s : 132: predicate.tuple_list_get_item_eliminator 1.83% : 0.000019s : 99: predicate.tuple_list_set_item_eliminator 1.63% : 0.000017s : 116: predicate.tuple_to_list_eliminator_ 1.79% : 0.000019s : 124: predicate.updatestate_pure_node_eliminater 2.74% : 0.000029s : 168: predicate.updatestate_useless_node_eliminater 1.73% : 0.000018s : 99: predicate.value_based_eliminate 0.11% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.18% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005921 58 54.13% : 0.003206s : 22: func_graph_cloner_run.FuncGraphClonerGraph 7.88% : 0.000466s : 7: func_graph_cloner_run.FuncGraphClonerNode 37.99% : 0.002250s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.739822 104 0.01% : 0.000121s : 1: add_recomputation 0.02% : 0.000314s : 1: auto_monad 0.00% : 0.000043s : 1: auto_monad_reorder 0.04% : 0.000621s : 1: bootstrap 0.00% : 0.000049s : 1: cconv 0.00% : 0.000022s : 1: convert_after_rewriter 0.00% : 0.000061s : 1: cse_after_recomputation 0.00% : 0.000021s : 1: environ_conv 0.01% : 0.000260s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000007s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 43.09% : 0.749748s : 1: jit_opt_a 0.02% : 0.000364s : 1: jit_opt_after_cconv 0.01% : 0.000116s : 1: jit_opt_b 0.05% : 0.000817s : 1: loop_unroll 0.06% : 0.001011s : 1: mutable_eliminate 1.50% : 0.026082s : 52: opt.transform.jit_opt_a 0.01% : 0.000140s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000073s : 4: opt.transform.jit_opt_b 0.00% : 0.000038s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000040s : 1: opt.transform.mutable_eliminate 0.00% : 0.000054s : 1: opt.transform.opt_after_jit_grad 0.06% : 0.001070s : 2: opt.transform.opt_resolve 0.00% : 0.000080s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000771s : 1: opt_after_jit_grad 0.00% : 0.000013s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000069s : 1: py_interpret_to_execute 0.00% : 0.000038s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000047s : 1: remove_dup_value 20.89% : 0.363439s : 3: renormalize.infer 0.36% : 0.006322s : 3: renormalize.specialize 0.00% : 0.000015s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000288s : 1: rewriter_after_opt_a 0.01% : 0.000167s : 1: rewriter_before_opt_a 0.01% : 0.000154s : 1: symbol_engine_optimizer 33.76% : 0.587316s : 1: type_inference TotalTime = 0.313261, [30] [bootstrap]: 0.00037204 [type_inference]: 0.301769 [event_method]: 1.486e-05 [auto_monad]: 0.00015329 [graph_reusing]: 6.50002e-06 [pre_auto_parallel]: 2.52001e-06 [py_interpret_to_execute]: 0.00014807 [rewriter_before_opt_a]: 6.074e-05 [expand_dump_flag]: 3.26001e-06 [jit_opt_a]: 0.00731488, [2] [Cycle 1]: 0.0026122, [27] [switch_simplify]: 5.314e-05 [loop_unroll]: 1.828e-05 [a_1]: 0.00046441 [with_stream_mark]: 2.683e-05 [recompute_prepare]: 1.105e-05 [updatestate_depend_eliminate]: 7.12002e-06 [updatestate_assign_eliminate]: 5.91e-06 [updatestate_loads_eliminate]: 4.74e-06 [parameter_eliminate]: 2.07999e-06 [specialize_transform]: 9.62001e-06 [updatestate_useless_node_eliminater]: 1.182e-05 [accelerated_algorithm]: 9.89001e-06 [meta_shard_fg_expand]: 3.08e-06 [get_grad_eliminate_]: 8.77e-06 [merge_forward]: 6.79999e-06 [cell_reuse_recompute_pass]: 1.72999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.131e-05 [j_node_and_user_rematch]: 1.423e-05 [meta_fg_expand]: 3.93001e-06 [replace_old_param]: 1.27e-05 [inline_without_move]: 8.13999e-06 [renormalize]: 0.00160795 [add_forward_monad_depend]: 9.12001e-06 [auto_monad_grad]: 2.98998e-06 [auto_monad_eliminator]: 2.239e-05 [cse]: 3.941e-05 [replace_applicator]: 2.29e-05 [Cycle 2]: 0.00051492, [27] [switch_simplify]: 9.49999e-06 [loop_unroll]: 8.64e-06 [a_1]: 0.00018359 [with_stream_mark]: 1.75e-05 [recompute_prepare]: 8.76002e-06 [updatestate_depend_eliminate]: 5.70001e-06 [updatestate_assign_eliminate]: 4.92e-06 [updatestate_loads_eliminate]: 4.27998e-06 [parameter_eliminate]: 1.72001e-06 [specialize_transform]: 8.65001e-06 [updatestate_useless_node_eliminater]: 1.157e-05 [accelerated_algorithm]: 8.67998e-06 [meta_shard_fg_expand]: 2.84999e-06 [get_grad_eliminate_]: 7.75998e-06 [merge_forward]: 5.05999e-06 [cell_reuse_recompute_pass]: 2.09e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.921e-05 [j_node_and_user_rematch]: 1.285e-05 [meta_fg_expand]: 3.4e-06 [replace_old_param]: 1.156e-05 [inline_without_move]: 7.66001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.27999e-06 [auto_monad_grad]: 1.16002e-06 [auto_monad_eliminator]: 1.008e-05 [cse]: 1.994e-05 [replace_applicator]: 8.55001e-06 [py_interpret_to_execute_after_opt_a]: 1.763e-05 [rewriter_after_opt_a]: 0.00044923 [convert_after_rewriter]: 1.17e-05 [order_py_execute_after_rewriter]: 6.86001e-06 [mutable_eliminate]: 0.00084287 [jit_opt_b]: 8.388e-05, [1] [Cycle 1]: 7.381e-05, [2] [frontend_op_eliminate]: 3.152e-05 [inline_after_opt_a]: 2.746e-05 [cconv]: 3.637e-05 [loop_unroll]: 0.00050763 [jit_opt_after_cconv]: 0.00023254, [1] [Cycle 1]: 0.00022498, [11] [c_1]: 5.49e-05 [parameter_eliminate]: 5.46e-06 [updatestate_depend_eliminate]: 1.105e-05 [updatestate_assign_eliminate]: 5.99e-06 [updatestate_loads_eliminate]: 4.72e-06 [cse]: 3.802e-05 [call_graph_tuple_transform]: 2.529e-05 [tuple_list_get_item_eliminator]: 9.00001e-06 [none_parameter_eliminate]: 1.60999e-06 [renormalize]: 1.00999e-06 [switch_simplify]: 9.49999e-06 [remove_dup_value]: 3.874e-05 [partial_unused_args_eliminate]: 2.81e-06 [environ_conv]: 9.46e-06 [add_recomputation]: 7.732e-05 [cse_after_recomputation]: 3.263e-05, [1] [Cycle 1]: 2.542e-05, [1] [cse]: 1.775e-05 [auto_monad_reorder]: 2.848e-05 [get_jit_bprop_graph]: 2.66999e-06 [rewriter_after_jit_bprop_graph]: 7.31001e-06 [opt_after_jit_grad]: 0.00059946 [symbol_engine_optimizer]: 0.00011646, [1] [Cycle 1]: 0.00010726, [6] [build]: 9.65002e-06 [elim_shapecalc]: 1.292e-05 [elim_not_effective]: 2.231e-05 [opt_reshape]: 1.047e-05 [fold_const_symbol]: 1.693e-05 [renormalize]: 6.00005e-07 [validate]: 6.424e-05 Sums bootstrap : 0.000372s : 0.12% type_inference : 0.301769s : 97.87% event_method : 0.000015s : 0.00% auto_monad : 0.000153s : 0.05% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000148s : 0.05% rewriter_before_opt_a : 0.000061s : 0.02% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000063s : 0.02% jit_opt_a.loop_unroll : 0.000027s : 0.01% jit_opt_a.a_1 : 0.000648s : 0.21% jit_opt_a.with_stream_mark : 0.000044s : 0.01% jit_opt_a.recompute_prepare : 0.000020s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000018s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 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 : 0.000012s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000041s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000027s : 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 : 0.000016s : 0.01% jit_opt_a.renormalize : 0.001608s : 0.52% jit_opt_a.add_forward_monad_depend : 0.000010s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000032s : 0.01% jit_opt_a.cse : 0.000059s : 0.02% jit_opt_a.replace_applicator : 0.000031s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.01% rewriter_after_opt_a : 0.000449s : 0.15% convert_after_rewriter : 0.000012s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000843s : 0.27% jit_opt_b.frontend_op_eliminate : 0.000032s : 0.01% jit_opt_b.inline_after_opt_a : 0.000027s : 0.01% cconv : 0.000036s : 0.01% loop_unroll : 0.000508s : 0.16% 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 : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000038s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.00% remove_dup_value : 0.000039s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000077s : 0.03% cse_after_recomputation.cse : 0.000018s : 0.01% auto_monad_reorder : 0.000028s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000599s : 0.19% symbol_engine_optimizer.build : 0.000010s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000017s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000064s : 0.02% Time group info: ------[substitution.] 0.000224 43 4.68% : 0.000010s : 2: substitution.depend_value_elim 1.53% : 0.000003s : 4: substitution.elim_not_effective 1.19% : 0.000003s : 4: substitution.fold_const_symbol 3.15% : 0.000007s : 5: substitution.graph_param_transform 71.61% : 0.000161s : 2: substitution.inline 2.20% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.17% : 0.000007s : 8: substitution.remove_not_recompute_node 2.38% : 0.000005s : 2: substitution.replace_old_param 5.07% : 0.000011s : 3: substitution.updatestate_pure_node_eliminater 5.02% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.301689 2 99.53% : 0.300277s : 1: type_inference.infer 0.47% : 0.001412s : 1: type_inference.specialize ------[replace.] 0.000033 2 100.00% : 0.000033s : 2: replace.inline ------[match.] 0.000159 2 100.00% : 0.000159s : 2: match.inline ------[predicate.] 0.000146 767 1.15% : 0.000002s : 11: predicate.accumulaten_eliminater 1.85% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.00% : 0.000001s : 11: predicate.addn_check_dump 1.15% : 0.000002s : 11: predicate.addn_zero_filter 1.70% : 0.000002s : 11: predicate.arithmetic_simplify 1.60% : 0.000002s : 11: predicate.cast_eliminate 0.57% : 0.000001s : 5: predicate.check_bprop_eliminate 1.04% : 0.000002s : 11: predicate.compare_switch_simplify 1.42% : 0.000002s : 11: predicate.depend_value_elim 1.09% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.17% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.06% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.13% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.39% : 0.000001s : 5: predicate.elim_not_effective 0.94% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.02% : 0.000001s : 11: predicate.environ_add_const_eliminate 1.06% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.10% : 0.000002s : 11: predicate.environ_get_depend_swap 1.07% : 0.000002s : 11: predicate.environ_get_eliminate 0.99% : 0.000001s : 11: predicate.environ_get_set_eliminate 0.36% : 0.000001s : 5: predicate.fold_const_symbol 1.28% : 0.000002s : 10: predicate.get_grad_eliminate 0.30% : 0.000000s : 5: predicate.graph_param_transform 5.52% : 0.000008s : 23: predicate.inline 1.19% : 0.000002s : 10: predicate.inline_without_move 0.52% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.68% : 0.000002s : 10: predicate.less_batch_normalization 1.22% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.80% : 0.000003s : 16: predicate.load_eliminater 2.30% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.38% : 0.000003s : 20: predicate.loop_unroll_before_grad 2.25% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.06% : 0.000002s : 11: predicate.merge_addn 1.17% : 0.000002s : 11: predicate.minmaximum_grad 2.50% : 0.000004s : 5: predicate.mutable_eliminate 0.91% : 0.000001s : 5: predicate.opt_reshape 2.08% : 0.000003s : 16: predicate.partial_eliminate 1.07% : 0.000002s : 11: predicate.print_const_string_wrapper 1.66% : 0.000002s : 11: predicate.reduce_eliminate 1.24% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.91% : 0.000001s : 10: predicate.remove_not_recompute_node 1.74% : 0.000003s : 21: predicate.replace_applicator 0.71% : 0.000001s : 10: predicate.replace_old_param 0.54% : 0.000001s : 5: predicate.reset_defer_inline 1.35% : 0.000002s : 11: predicate.reshape_eliminate 1.34% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.41% : 0.000002s : 5: predicate.row_tensor_eliminate 1.35% : 0.000002s : 11: predicate.same_eliminate 0.70% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.46% : 0.000002s : 10: predicate.special_op_eliminate 1.35% : 0.000002s : 10: predicate.specialize_transform 1.47% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.54% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.75% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.82% : 0.000003s : 13: predicate.switch_defer_inline 1.48% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.38% : 0.000008s : 38: predicate.switch_simplify 1.07% : 0.000002s : 11: predicate.tile_eliminate 1.22% : 0.000002s : 11: predicate.transpose_eliminate 1.37% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.13% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.65% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.49% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.08% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 2.01% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.43% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.84% : 0.000003s : 11: predicate.value_based_eliminate 0.60% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.80% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000429 5 5.33% : 0.000023s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.67% : 0.000406s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.315934 72 0.03% : 0.000080s : 1: add_recomputation 0.05% : 0.000159s : 1: auto_monad 0.01% : 0.000031s : 1: auto_monad_reorder 0.13% : 0.000395s : 1: bootstrap 0.01% : 0.000040s : 1: cconv 0.00% : 0.000014s : 1: convert_after_rewriter 0.01% : 0.000035s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.01% : 0.000020s : 1: event_method 0.00% : 0.000005s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 2.32% : 0.007319s : 1: jit_opt_a 0.07% : 0.000236s : 1: jit_opt_after_cconv 0.03% : 0.000087s : 1: jit_opt_b 0.16% : 0.000519s : 1: loop_unroll 0.27% : 0.000855s : 1: mutable_eliminate 0.30% : 0.000937s : 26: opt.transform.jit_opt_a 0.03% : 0.000094s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000050s : 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% : 0.000042s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000059s : 4: opt.transform.symbol_engine_opt 0.19% : 0.000613s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000152s : 1: py_interpret_to_execute 0.01% : 0.000020s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000043s : 1: remove_dup_value 0.34% : 0.001085s : 1: renormalize.infer 0.16% : 0.000511s : 1: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.14% : 0.000455s : 1: rewriter_after_opt_a 0.02% : 0.000065s : 1: rewriter_before_opt_a 0.04% : 0.000120s : 1: symbol_engine_optimizer 95.52% : 0.301792s : 1: type_inference TotalTime = 0.841944, [30] [bootstrap]: 0.00034329 [type_inference]: 0.415537 [event_method]: 0.00026712 [auto_monad]: 0.00033094 [graph_reusing]: 1.101e-05 [pre_auto_parallel]: 4.53999e-06 [py_interpret_to_execute]: 6.34e-05 [rewriter_before_opt_a]: 0.00015953 [expand_dump_flag]: 4.53999e-06 [jit_opt_a]: 0.421387, [4] [Cycle 1]: 0.169171, [27] [switch_simplify]: 0.00022469 [loop_unroll]: 5.846e-05 [a_1]: 0.00153526 [with_stream_mark]: 4.36e-05 [recompute_prepare]: 3.147e-05 [updatestate_depend_eliminate]: 1.48e-05 [updatestate_assign_eliminate]: 1.114e-05 [updatestate_loads_eliminate]: 1.023e-05 [parameter_eliminate]: 3.7e-06 [specialize_transform]: 2.28e-05 [updatestate_useless_node_eliminater]: 2.62e-05 [accelerated_algorithm]: 2.02e-05 [meta_shard_fg_expand]: 7.65e-06 [get_grad_eliminate_]: 1.954e-05 [merge_forward]: 1.225e-05 [cell_reuse_recompute_pass]: 1.31002e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.469e-05 [j_node_and_user_rematch]: 3.571e-05 [meta_fg_expand]: 0.150319 [replace_old_param]: 0.00013617 [inline_without_move]: 0.00012028 [renormalize]: 0.0153957 [add_forward_monad_depend]: 2.386e-05 [auto_monad_grad]: 1.199e-05 [auto_monad_eliminator]: 0.00011973 [cse]: 0.00033757 [replace_applicator]: 0.00023286 [Cycle 2]: 0.244572, [27] [switch_simplify]: 9e-05 [loop_unroll]: 9.167e-05 [a_1]: 0.00419886 [with_stream_mark]: 4.736e-05 [recompute_prepare]: 3.909e-05 [updatestate_depend_eliminate]: 1.544e-05 [updatestate_assign_eliminate]: 1.597e-05 [updatestate_loads_eliminate]: 1.527e-05 [parameter_eliminate]: 5.19e-06 [specialize_transform]: 2.529e-05 [updatestate_useless_node_eliminater]: 0.00010211 [accelerated_algorithm]: 3.629e-05 [meta_shard_fg_expand]: 7.26999e-06 [get_grad_eliminate_]: 1.485e-05 [merge_forward]: 9.02999e-06 [cell_reuse_recompute_pass]: 2.26e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.781e-05 [j_node_and_user_rematch]: 2.656e-05 [meta_fg_expand]: 0.00015589 [replace_old_param]: 2.617e-05 [inline_without_move]: 1.508e-05 [renormalize]: 0.239048 [add_forward_monad_depend]: 1.285e-05 [auto_monad_grad]: 3.3e-06 [auto_monad_eliminator]: 3.968e-05 [cse]: 0.00017491 [replace_applicator]: 3.939e-05 [Cycle 3]: 0.00232142, [27] [switch_simplify]: 1.59e-05 [loop_unroll]: 1.427e-05 [a_1]: 0.00036891 [with_stream_mark]: 2.457e-05 [recompute_prepare]: 1.559e-05 [updatestate_depend_eliminate]: 4.157e-05 [updatestate_assign_eliminate]: 7.71001e-06 [updatestate_loads_eliminate]: 7.18e-06 [parameter_eliminate]: 2.61999e-06 [specialize_transform]: 1.393e-05 [updatestate_useless_node_eliminater]: 1.55e-05 [accelerated_algorithm]: 1.996e-05 [meta_shard_fg_expand]: 3.28998e-06 [get_grad_eliminate_]: 1.21e-05 [merge_forward]: 7.68001e-06 [cell_reuse_recompute_pass]: 4.67e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.208e-05 [j_node_and_user_rematch]: 2.179e-05 [meta_fg_expand]: 5.19e-06 [replace_old_param]: 1.649e-05 [inline_without_move]: 1.151e-05 [renormalize]: 0.00128469 [add_forward_monad_depend]: 9.61e-06 [auto_monad_grad]: 2.76999e-06 [auto_monad_eliminator]: 2.996e-05 [cse]: 0.00011434 [replace_applicator]: 3.001e-05 [Cycle 4]: 0.00080855, [27] [switch_simplify]: 1.342e-05 [loop_unroll]: 1.264e-05 [a_1]: 0.00028899 [with_stream_mark]: 2.35e-05 [recompute_prepare]: 1.367e-05 [updatestate_depend_eliminate]: 8.62e-06 [updatestate_assign_eliminate]: 7.16999e-06 [updatestate_loads_eliminate]: 6.57002e-06 [parameter_eliminate]: 1.55001e-06 [specialize_transform]: 1.428e-05 [updatestate_useless_node_eliminater]: 1.677e-05 [accelerated_algorithm]: 1.857e-05 [meta_shard_fg_expand]: 4.14002e-06 [get_grad_eliminate_]: 1.689e-05 [merge_forward]: 1.12e-05 [cell_reuse_recompute_pass]: 2.82002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.382e-05 [j_node_and_user_rematch]: 2.312e-05 [meta_fg_expand]: 5.49998e-06 [replace_old_param]: 1.875e-05 [inline_without_move]: 1.277e-05 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.88998e-06 [auto_monad_grad]: 2.05002e-06 [auto_monad_eliminator]: 2.434e-05 [cse]: 5.132e-05 [replace_applicator]: 1.383e-05 [py_interpret_to_execute_after_opt_a]: 2.458e-05 [rewriter_after_opt_a]: 0.0002588 [convert_after_rewriter]: 1.844e-05 [order_py_execute_after_rewriter]: 9.41e-06 [mutable_eliminate]: 0.000901 [jit_opt_b]: 0.00010939, [1] [Cycle 1]: 9.738e-05, [2] [frontend_op_eliminate]: 4.095e-05 [inline_after_opt_a]: 4.016e-05 [cconv]: 4.323e-05 [loop_unroll]: 0.00057583 [jit_opt_after_cconv]: 0.00039629, [1] [Cycle 1]: 0.00038625, [11] [c_1]: 0.00012776 [parameter_eliminate]: 6.61999e-06 [updatestate_depend_eliminate]: 1.887e-05 [updatestate_assign_eliminate]: 7.73001e-06 [updatestate_loads_eliminate]: 7.31999e-06 [cse]: 8.077e-05 [call_graph_tuple_transform]: 3.857e-05 [tuple_list_get_item_eliminator]: 1.286e-05 [none_parameter_eliminate]: 2.11e-06 [renormalize]: 5.79981e-07 [switch_simplify]: 1.362e-05 [remove_dup_value]: 3.411e-05 [partial_unused_args_eliminate]: 2.94999e-06 [environ_conv]: 1.729e-05 [add_recomputation]: 0.00010433 [cse_after_recomputation]: 5.604e-05, [1] [Cycle 1]: 4.785e-05, [1] [cse]: 3.928e-05 [auto_monad_reorder]: 3.85e-05 [get_jit_bprop_graph]: 2.71e-06 [rewriter_after_jit_bprop_graph]: 9.80002e-06 [opt_after_jit_grad]: 0.00071124 [symbol_engine_optimizer]: 0.00015328, [1] [Cycle 1]: 0.00014369, [6] [build]: 1.775e-05 [elim_shapecalc]: 1.779e-05 [elim_not_effective]: 3.141e-05 [opt_reshape]: 1.626e-05 [fold_const_symbol]: 2.409e-05 [renormalize]: 2.9002e-07 [validate]: 7.152e-05 Sums bootstrap : 0.000343s : 0.04% type_inference : 0.415537s : 49.71% event_method : 0.000267s : 0.03% auto_monad : 0.000331s : 0.04% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000005s : 0.00% py_interpret_to_execute : 0.000063s : 0.01% rewriter_before_opt_a : 0.000160s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000344s : 0.04% jit_opt_a.loop_unroll : 0.000177s : 0.02% jit_opt_a.a_1 : 0.006392s : 0.76% jit_opt_a.with_stream_mark : 0.000139s : 0.02% jit_opt_a.recompute_prepare : 0.000100s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000080s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000042s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000039s : 0.00% jit_opt_a.parameter_eliminate : 0.000013s : 0.00% jit_opt_a.specialize_transform : 0.000076s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000161s : 0.02% jit_opt_a.accelerated_algorithm : 0.000095s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000022s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000063s : 0.01% jit_opt_a.merge_forward : 0.000040s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000011s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000148s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000107s : 0.01% jit_opt_a.meta_fg_expand : 0.150486s : 18.00% jit_opt_a.replace_old_param : 0.000198s : 0.02% jit_opt_a.inline_without_move : 0.000160s : 0.02% jit_opt_a.renormalize : 0.255728s : 30.59% jit_opt_a.add_forward_monad_depend : 0.000049s : 0.01% jit_opt_a.auto_monad_grad : 0.000020s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000214s : 0.03% jit_opt_a.cse : 0.000678s : 0.08% jit_opt_a.replace_applicator : 0.000316s : 0.04% py_interpret_to_execute_after_opt_a : 0.000025s : 0.00% rewriter_after_opt_a : 0.000259s : 0.03% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000901s : 0.11% jit_opt_b.frontend_op_eliminate : 0.000041s : 0.00% jit_opt_b.inline_after_opt_a : 0.000040s : 0.00% cconv : 0.000043s : 0.01% loop_unroll : 0.000576s : 0.07% jit_opt_after_cconv.c_1 : 0.000128s : 0.02% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000019s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000081s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000039s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000014s : 0.00% remove_dup_value : 0.000034s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000017s : 0.00% add_recomputation : 0.000104s : 0.01% cse_after_recomputation.cse : 0.000039s : 0.00% auto_monad_reorder : 0.000039s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000711s : 0.09% symbol_engine_optimizer.build : 0.000018s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000018s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000031s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000016s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000024s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000072s : 0.01% Time group info: ------[substitution.] 0.002987 291 1.44% : 0.000043s : 12: substitution.depend_value_elim 0.17% : 0.000005s : 7: substitution.elim_not_effective 0.16% : 0.000005s : 7: substitution.fold_const_symbol 26.09% : 0.000779s : 4: substitution.getattr_setattr_resolve 0.34% : 0.000010s : 8: substitution.graph_param_transform 53.68% : 0.001603s : 28: substitution.inline 1.17% : 0.000035s : 4: substitution.inline_without_move 0.63% : 0.000019s : 35: substitution.j_node_and_user_rematch 0.80% : 0.000024s : 3: substitution.less_batch_normalization 0.73% : 0.000022s : 13: substitution.minmaximum_grad 0.53% : 0.000016s : 14: substitution.partial_eliminate 1.15% : 0.000034s : 35: substitution.remove_not_recompute_node 2.43% : 0.000073s : 16: substitution.replace_applicator 0.80% : 0.000024s : 19: substitution.replace_old_param 0.26% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.54% : 0.000016s : 3: substitution.switch_simplify 1.52% : 0.000045s : 13: substitution.tuple_list_convert_item_index_to_positive 1.06% : 0.000032s : 13: substitution.tuple_list_get_item_depend_reorder 3.30% : 0.000099s : 30: substitution.tuple_list_get_item_eliminator 0.94% : 0.000028s : 9: substitution.updatestate_pure_node_eliminater 2.26% : 0.000068s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.415403 2 99.17% : 0.411974s : 1: type_inference.infer 0.83% : 0.003429s : 1: type_inference.specialize ------[replace.] 0.000924 53 6.70% : 0.000062s : 3: replace.getattr_setattr_resolve 52.84% : 0.000488s : 28: replace.inline 4.26% : 0.000039s : 1: replace.replace_applicator 8.39% : 0.000078s : 3: replace.switch_simplify 21.58% : 0.000199s : 17: replace.tuple_list_get_item_eliminator 6.22% : 0.000058s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002402 53 30.52% : 0.000733s : 3: match.getattr_setattr_resolve 65.75% : 0.001580s : 28: match.inline 0.68% : 0.000016s : 1: match.replace_applicator 0.60% : 0.000014s : 3: match.switch_simplify 1.87% : 0.000045s : 17: match.tuple_list_get_item_eliminator 0.58% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000956 5919 1.49% : 0.000014s : 99: predicate.accumulaten_eliminater 0.49% : 0.000005s : 8: predicate.ad_related_special_op_eliminate 1.58% : 0.000015s : 99: predicate.addn_check_dump 1.62% : 0.000015s : 99: predicate.addn_zero_filter 2.28% : 0.000022s : 99: predicate.arithmetic_simplify 1.51% : 0.000014s : 99: predicate.cast_eliminate 0.12% : 0.000001s : 8: predicate.check_bprop_eliminate 1.44% : 0.000014s : 99: predicate.compare_switch_simplify 1.91% : 0.000018s : 99: predicate.depend_value_elim 1.45% : 0.000014s : 99: predicate.dict_get_item_const_eliminator 1.65% : 0.000016s : 99: predicate.dict_get_item_eliminator 1.50% : 0.000014s : 99: predicate.dict_set_item_eliminator 0.28% : 0.000003s : 8: predicate.dumpgradient_eliminate 0.11% : 0.000001s : 8: predicate.elim_not_effective 0.18% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.45% : 0.000014s : 99: predicate.environ_add_const_eliminate 1.57% : 0.000015s : 99: predicate.environ_get_add_eliminate 1.37% : 0.000013s : 99: predicate.environ_get_depend_swap 1.49% : 0.000014s : 99: predicate.environ_get_eliminate 1.44% : 0.000014s : 99: predicate.environ_get_set_eliminate 0.07% : 0.000001s : 8: predicate.fold_const_symbol 0.79% : 0.000008s : 42: predicate.get_grad_eliminate 0.64% : 0.000006s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 8: predicate.graph_param_transform 4.31% : 0.000041s : 160: predicate.inline 1.86% : 0.000018s : 106: predicate.inline_without_move 0.30% : 0.000003s : 42: predicate.j_node_and_user_rematch 1.07% : 0.000010s : 42: predicate.less_batch_normalization 2.05% : 0.000020s : 116: predicate.list_to_tuple_eliminator_ 2.03% : 0.000019s : 124: predicate.load_eliminater 0.49% : 0.000005s : 8: predicate.loop_unroll_after_grad 2.72% : 0.000026s : 171: predicate.loop_unroll_before_grad 1.71% : 0.000016s : 107: predicate.make_slice_get_slice_eliminator 1.40% : 0.000013s : 99: predicate.merge_addn 1.48% : 0.000014s : 99: predicate.minmaximum_grad 0.61% : 0.000006s : 8: predicate.mutable_eliminate 0.24% : 0.000002s : 8: predicate.opt_reshape 2.29% : 0.000022s : 124: predicate.partial_eliminate 1.44% : 0.000014s : 99: predicate.print_const_string_wrapper 1.93% : 0.000018s : 99: predicate.reduce_eliminate 1.79% : 0.000017s : 116: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000004s : 42: predicate.remove_not_recompute_node 2.46% : 0.000023s : 236: predicate.replace_applicator 0.96% : 0.000009s : 106: predicate.replace_old_param 0.08% : 0.000001s : 8: predicate.reset_defer_inline 1.53% : 0.000015s : 99: predicate.reshape_eliminate 1.55% : 0.000015s : 99: predicate.row_tensor_add_zeros_like 0.24% : 0.000002s : 8: predicate.row_tensor_eliminate 1.57% : 0.000015s : 99: predicate.same_eliminate 0.62% : 0.000006s : 52: predicate.set_cell_output_no_recompute 0.32% : 0.000003s : 16: predicate.special_op_eliminate 0.96% : 0.000009s : 50: predicate.specialize_transform 1.75% : 0.000017s : 99: predicate.split_environ_get_set_with_tuple_value 1.42% : 0.000014s : 99: predicate.stack_unstack_eliminate 0.15% : 0.000001s : 8: predicate.switch_call_monad_eliminater 3.25% : 0.000031s : 144: predicate.switch_defer_inline 2.38% : 0.000023s : 144: predicate.switch_layer_defer_inline 5.38% : 0.000051s : 329: predicate.switch_simplify 1.50% : 0.000014s : 99: predicate.tile_eliminate 1.48% : 0.000014s : 99: predicate.transpose_eliminate 2.01% : 0.000019s : 99: predicate.tuple_list_convert_item_index_to_positive 1.75% : 0.000017s : 99: predicate.tuple_list_get_item_depend_reorder 3.29% : 0.000031s : 132: predicate.tuple_list_get_item_eliminator 1.89% : 0.000018s : 99: predicate.tuple_list_set_item_eliminator 1.70% : 0.000016s : 116: predicate.tuple_to_list_eliminator_ 1.99% : 0.000019s : 124: predicate.updatestate_pure_node_eliminater 3.01% : 0.000029s : 168: predicate.updatestate_useless_node_eliminater 1.75% : 0.000017s : 99: predicate.value_based_eliminate 0.13% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.21% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005338 58 52.43% : 0.002799s : 22: func_graph_cloner_run.FuncGraphClonerGraph 9.34% : 0.000498s : 7: func_graph_cloner_run.FuncGraphClonerNode 38.23% : 0.002041s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.107063 104 0.01% : 0.000110s : 1: add_recomputation 0.03% : 0.000340s : 1: auto_monad 0.00% : 0.000042s : 1: auto_monad_reorder 0.03% : 0.000364s : 1: bootstrap 0.00% : 0.000047s : 1: cconv 0.00% : 0.000023s : 1: convert_after_rewriter 0.01% : 0.000059s : 1: cse_after_recomputation 0.00% : 0.000020s : 1: environ_conv 0.03% : 0.000278s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 38.06% : 0.421391s : 1: jit_opt_a 0.04% : 0.000400s : 1: jit_opt_after_cconv 0.01% : 0.000113s : 1: jit_opt_b 0.05% : 0.000589s : 1: loop_unroll 0.08% : 0.000918s : 1: mutable_eliminate 0.74% : 0.008235s : 52: opt.transform.jit_opt_a 0.02% : 0.000187s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000071s : 4: opt.transform.jit_opt_b 0.00% : 0.000030s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000034s : 1: opt.transform.mutable_eliminate 0.01% : 0.000059s : 1: opt.transform.opt_after_jit_grad 0.08% : 0.000903s : 2: opt.transform.opt_resolve 0.01% : 0.000085s : 4: opt.transform.symbol_engine_opt 0.07% : 0.000727s : 1: opt_after_jit_grad 0.00% : 0.000012s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.01% : 0.000066s : 1: py_interpret_to_execute 0.00% : 0.000028s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000037s : 1: remove_dup_value 22.60% : 0.250183s : 3: renormalize.infer 0.50% : 0.005500s : 3: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000269s : 1: rewriter_after_opt_a 0.01% : 0.000163s : 1: rewriter_before_opt_a 0.01% : 0.000157s : 1: symbol_engine_optimizer 37.54% : 0.415570s : 1: type_inference TotalTime = 0.225159, [30] [bootstrap]: 0.00036145 [type_inference]: 0.214528 [event_method]: 1.381e-05 [auto_monad]: 0.00013658 [graph_reusing]: 6.08002e-06 [pre_auto_parallel]: 2.23002e-06 [py_interpret_to_execute]: 0.00014629 [rewriter_before_opt_a]: 5.463e-05 [expand_dump_flag]: 3.76999e-06 [jit_opt_a]: 0.00670141, [2] [Cycle 1]: 0.0021962, [27] [switch_simplify]: 4.447e-05 [loop_unroll]: 1.806e-05 [a_1]: 0.00042468 [with_stream_mark]: 2.694e-05 [recompute_prepare]: 1.067e-05 [updatestate_depend_eliminate]: 6.88e-06 [updatestate_assign_eliminate]: 5.74999e-06 [updatestate_loads_eliminate]: 4.79e-06 [parameter_eliminate]: 1.62001e-06 [specialize_transform]: 8.85001e-06 [updatestate_useless_node_eliminater]: 1.137e-05 [accelerated_algorithm]: 8.43001e-06 [meta_shard_fg_expand]: 3.06001e-06 [get_grad_eliminate_]: 8.03999e-06 [merge_forward]: 6.02999e-06 [cell_reuse_recompute_pass]: 1.34e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.136e-05 [j_node_and_user_rematch]: 1.4e-05 [meta_fg_expand]: 3.83001e-06 [replace_old_param]: 1.294e-05 [inline_without_move]: 8.47e-06 [renormalize]: 0.00125083 [add_forward_monad_depend]: 7.41001e-06 [auto_monad_grad]: 2.51998e-06 [auto_monad_eliminator]: 2.275e-05 [cse]: 4.342e-05 [replace_applicator]: 1.879e-05 [Cycle 2]: 0.00052094, [27] [switch_simplify]: 9.44e-06 [loop_unroll]: 9.32999e-06 [a_1]: 0.00017437 [with_stream_mark]: 1.494e-05 [recompute_prepare]: 7.87998e-06 [updatestate_depend_eliminate]: 5.09998e-06 [updatestate_assign_eliminate]: 5.89999e-06 [updatestate_loads_eliminate]: 4.13999e-06 [parameter_eliminate]: 1.25001e-06 [specialize_transform]: 8.20999e-06 [updatestate_useless_node_eliminater]: 1.166e-05 [accelerated_algorithm]: 8.55001e-06 [meta_shard_fg_expand]: 2.37999e-06 [get_grad_eliminate_]: 7.63001e-06 [merge_forward]: 5.09e-06 [cell_reuse_recompute_pass]: 1.62001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.809e-05 [j_node_and_user_rematch]: 1.298e-05 [meta_fg_expand]: 3.35e-06 [replace_old_param]: 1.203e-05 [inline_without_move]: 7.8e-06 [renormalize]: 1.00001e-07 [add_forward_monad_depend]: 1.72001e-06 [auto_monad_grad]: 1.29e-06 [auto_monad_eliminator]: 1.239e-05 [cse]: 2.171e-05 [replace_applicator]: 8.87e-06 [py_interpret_to_execute_after_opt_a]: 1.566e-05 [rewriter_after_opt_a]: 0.00045186 [convert_after_rewriter]: 1.305e-05 [order_py_execute_after_rewriter]: 7.43e-06 [mutable_eliminate]: 0.00071601 [jit_opt_b]: 7.685e-05, [1] [Cycle 1]: 6.759e-05, [2] [frontend_op_eliminate]: 2.603e-05 [inline_after_opt_a]: 2.772e-05 [cconv]: 3.382e-05 [loop_unroll]: 0.00050196 [jit_opt_after_cconv]: 0.0002298, [1] [Cycle 1]: 0.00022129, [11] [c_1]: 5.022e-05 [parameter_eliminate]: 3.95e-06 [updatestate_depend_eliminate]: 1.11e-05 [updatestate_assign_eliminate]: 5.24e-06 [updatestate_loads_eliminate]: 5.25999e-06 [cse]: 4.035e-05 [call_graph_tuple_transform]: 2.441e-05 [tuple_list_get_item_eliminator]: 9.14e-06 [none_parameter_eliminate]: 1.46998e-06 [renormalize]: 6.80011e-07 [switch_simplify]: 9.46e-06 [remove_dup_value]: 3.537e-05 [partial_unused_args_eliminate]: 2.59999e-06 [environ_conv]: 8.61002e-06 [add_recomputation]: 7.469e-05 [cse_after_recomputation]: 2.815e-05, [1] [Cycle 1]: 2.124e-05, [1] [cse]: 1.46e-05 [auto_monad_reorder]: 2.796e-05 [get_jit_bprop_graph]: 2.86999e-06 [rewriter_after_jit_bprop_graph]: 7.43e-06 [opt_after_jit_grad]: 0.00056481 [symbol_engine_optimizer]: 0.0001052, [1] [Cycle 1]: 9.798e-05, [6] [build]: 6.10002e-06 [elim_shapecalc]: 1.179e-05 [elim_not_effective]: 2.169e-05 [opt_reshape]: 9.78002e-06 [fold_const_symbol]: 1.513e-05 [renormalize]: 3.80009e-07 [validate]: 5.935e-05 Sums bootstrap : 0.000361s : 0.16% type_inference : 0.214528s : 97.32% event_method : 0.000014s : 0.01% auto_monad : 0.000137s : 0.06% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000002s : 0.00% py_interpret_to_execute : 0.000146s : 0.07% rewriter_before_opt_a : 0.000055s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000054s : 0.02% jit_opt_a.loop_unroll : 0.000027s : 0.01% jit_opt_a.a_1 : 0.000599s : 0.27% jit_opt_a.with_stream_mark : 0.000042s : 0.02% jit_opt_a.recompute_prepare : 0.000019s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000012s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000017s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.01% jit_opt_a.accelerated_algorithm : 0.000017s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.01% 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 : 0.000039s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000027s : 0.01% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000025s : 0.01% jit_opt_a.inline_without_move : 0.000016s : 0.01% jit_opt_a.renormalize : 0.001251s : 0.57% jit_opt_a.add_forward_monad_depend : 0.000009s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000035s : 0.02% jit_opt_a.cse : 0.000065s : 0.03% jit_opt_a.replace_applicator : 0.000028s : 0.01% py_interpret_to_execute_after_opt_a : 0.000016s : 0.01% rewriter_after_opt_a : 0.000452s : 0.20% convert_after_rewriter : 0.000013s : 0.01% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000716s : 0.32% jit_opt_b.frontend_op_eliminate : 0.000026s : 0.01% jit_opt_b.inline_after_opt_a : 0.000028s : 0.01% cconv : 0.000034s : 0.02% loop_unroll : 0.000502s : 0.23% jit_opt_after_cconv.c_1 : 0.000050s : 0.02% 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 : 0.000005s : 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 : 0.000024s : 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 : 0.000035s : 0.02% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000075s : 0.03% cse_after_recomputation.cse : 0.000015s : 0.01% auto_monad_reorder : 0.000028s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000565s : 0.26% symbol_engine_optimizer.build : 0.000006s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.01% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000059s : 0.03% Time group info: ------[substitution.] 0.000200 43 4.80% : 0.000010s : 2: substitution.depend_value_elim 1.74% : 0.000003s : 4: substitution.elim_not_effective 0.98% : 0.000002s : 4: substitution.fold_const_symbol 3.67% : 0.000007s : 5: substitution.graph_param_transform 70.19% : 0.000140s : 2: substitution.inline 2.26% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.77% : 0.000008s : 8: substitution.remove_not_recompute_node 2.63% : 0.000005s : 2: substitution.replace_old_param 5.68% : 0.000011s : 3: substitution.updatestate_pure_node_eliminater 4.29% : 0.000009s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.214461 2 99.44% : 0.213261s : 1: type_inference.infer 0.56% : 0.001201s : 1: type_inference.specialize ------[replace.] 0.000029 2 100.00% : 0.000029s : 2: replace.inline ------[match.] 0.000139 2 100.00% : 0.000139s : 2: match.inline ------[predicate.] 0.000137 767 1.20% : 0.000002s : 11: predicate.accumulaten_eliminater 1.66% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.02% : 0.000001s : 11: predicate.addn_check_dump 1.32% : 0.000002s : 11: predicate.addn_zero_filter 1.87% : 0.000003s : 11: predicate.arithmetic_simplify 1.31% : 0.000002s : 11: predicate.cast_eliminate 0.89% : 0.000001s : 5: predicate.check_bprop_eliminate 1.30% : 0.000002s : 11: predicate.compare_switch_simplify 1.34% : 0.000002s : 11: predicate.depend_value_elim 1.11% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.17% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.18% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.05% : 0.000001s : 5: predicate.dumpgradient_eliminate 0.39% : 0.000001s : 5: predicate.elim_not_effective 0.95% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.17% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.05% : 0.000001s : 11: predicate.environ_get_add_eliminate 1.15% : 0.000002s : 11: predicate.environ_get_depend_swap 1.25% : 0.000002s : 11: predicate.environ_get_eliminate 1.06% : 0.000001s : 11: predicate.environ_get_set_eliminate 0.34% : 0.000000s : 5: predicate.fold_const_symbol 1.45% : 0.000002s : 10: predicate.get_grad_eliminate 0.32% : 0.000000s : 5: predicate.graph_param_transform 5.22% : 0.000007s : 23: predicate.inline 1.31% : 0.000002s : 10: predicate.inline_without_move 0.55% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.37% : 0.000002s : 10: predicate.less_batch_normalization 1.23% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.77% : 0.000002s : 16: predicate.load_eliminater 1.58% : 0.000002s : 5: predicate.loop_unroll_after_grad 2.28% : 0.000003s : 20: predicate.loop_unroll_before_grad 2.20% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.01% : 0.000001s : 11: predicate.merge_addn 1.07% : 0.000001s : 11: predicate.minmaximum_grad 2.12% : 0.000003s : 5: predicate.mutable_eliminate 0.77% : 0.000001s : 5: predicate.opt_reshape 1.93% : 0.000003s : 16: predicate.partial_eliminate 1.30% : 0.000002s : 11: predicate.print_const_string_wrapper 1.96% : 0.000003s : 11: predicate.reduce_eliminate 1.42% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.96% : 0.000001s : 10: predicate.remove_not_recompute_node 1.63% : 0.000002s : 21: predicate.replace_applicator 0.82% : 0.000001s : 10: predicate.replace_old_param 0.41% : 0.000001s : 5: predicate.reset_defer_inline 1.21% : 0.000002s : 11: predicate.reshape_eliminate 1.20% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.46% : 0.000002s : 5: predicate.row_tensor_eliminate 1.25% : 0.000002s : 11: predicate.same_eliminate 0.66% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.39% : 0.000002s : 10: predicate.special_op_eliminate 1.44% : 0.000002s : 10: predicate.specialize_transform 1.37% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.30% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.64% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.56% : 0.000002s : 13: predicate.switch_defer_inline 1.47% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.69% : 0.000008s : 38: predicate.switch_simplify 1.35% : 0.000002s : 11: predicate.tile_eliminate 1.12% : 0.000002s : 11: predicate.transpose_eliminate 1.53% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.45% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.79% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.46% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.19% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.82% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.63% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 2.05% : 0.000003s : 11: predicate.value_based_eliminate 0.52% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.98% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000353 5 6.17% : 0.000022s : 1: func_graph_cloner_run.FuncGraphClonerGraph 93.83% : 0.000331s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.227402 72 0.03% : 0.000078s : 1: add_recomputation 0.06% : 0.000142s : 1: auto_monad 0.01% : 0.000031s : 1: auto_monad_reorder 0.17% : 0.000388s : 1: bootstrap 0.02% : 0.000038s : 1: cconv 0.01% : 0.000017s : 1: convert_after_rewriter 0.01% : 0.000031s : 1: cse_after_recomputation 0.01% : 0.000011s : 1: environ_conv 0.01% : 0.000019s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 2.95% : 0.006706s : 1: jit_opt_a 0.10% : 0.000233s : 1: jit_opt_after_cconv 0.04% : 0.000080s : 1: jit_opt_b 0.23% : 0.000513s : 1: loop_unroll 0.32% : 0.000729s : 1: mutable_eliminate 0.38% : 0.000872s : 26: opt.transform.jit_opt_a 0.04% : 0.000090s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000045s : 4: opt.transform.jit_opt_b 0.01% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000022s : 1: opt.transform.mutable_eliminate 0.02% : 0.000036s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000055s : 4: opt.transform.symbol_engine_opt 0.25% : 0.000577s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.07% : 0.000150s : 1: py_interpret_to_execute 0.01% : 0.000019s : 1: py_interpret_to_execute_after_opt_a 0.02% : 0.000040s : 1: remove_dup_value 0.35% : 0.000806s : 1: renormalize.infer 0.19% : 0.000435s : 1: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.20% : 0.000460s : 1: rewriter_after_opt_a 0.03% : 0.000059s : 1: rewriter_before_opt_a 0.05% : 0.000109s : 1: symbol_engine_optimizer 94.35% : 0.214545s : 1: type_inference TotalTime = 0.959334, [30] [bootstrap]: 0.00034896 [type_inference]: 0.644138 [event_method]: 0.00025415 [auto_monad]: 0.00027295 [graph_reusing]: 9.61e-06 [pre_auto_parallel]: 4.05e-06 [py_interpret_to_execute]: 4.834e-05 [rewriter_before_opt_a]: 0.00014569 [expand_dump_flag]: 4.20999e-06 [jit_opt_a]: 0.310344, [4] [Cycle 1]: 0.130946, [27] [switch_simplify]: 0.000207 [loop_unroll]: 6.076e-05 [a_1]: 0.00146683 [with_stream_mark]: 4.375e-05 [recompute_prepare]: 2.897e-05 [updatestate_depend_eliminate]: 1.364e-05 [updatestate_assign_eliminate]: 1.076e-05 [updatestate_loads_eliminate]: 9.97001e-06 [parameter_eliminate]: 3.53e-06 [specialize_transform]: 2.049e-05 [updatestate_useless_node_eliminater]: 2.525e-05 [accelerated_algorithm]: 1.922e-05 [meta_shard_fg_expand]: 6.14999e-06 [get_grad_eliminate_]: 1.995e-05 [merge_forward]: 1.243e-05 [cell_reuse_recompute_pass]: 1.82999e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.207e-05 [j_node_and_user_rematch]: 3.446e-05 [meta_fg_expand]: 0.11074 [replace_old_param]: 0.00018371 [inline_without_move]: 0.00014164 [renormalize]: 0.0167858 [add_forward_monad_depend]: 2.501e-05 [auto_monad_grad]: 1.179e-05 [auto_monad_eliminator]: 0.00011998 [cse]: 0.00032398 [replace_applicator]: 0.00023312 [Cycle 2]: 0.172297, [27] [switch_simplify]: 8.844e-05 [loop_unroll]: 8.123e-05 [a_1]: 0.168848 [with_stream_mark]: 4.65e-05 [recompute_prepare]: 3.866e-05 [updatestate_depend_eliminate]: 1.508e-05 [updatestate_assign_eliminate]: 1.599e-05 [updatestate_loads_eliminate]: 1.5e-05 [parameter_eliminate]: 5.34e-06 [specialize_transform]: 2.674e-05 [updatestate_useless_node_eliminater]: 0.00010313 [accelerated_algorithm]: 3.659e-05 [meta_shard_fg_expand]: 7.18e-06 [get_grad_eliminate_]: 1.54e-05 [merge_forward]: 8.23001e-06 [cell_reuse_recompute_pass]: 1.92001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.447e-05 [j_node_and_user_rematch]: 2.367e-05 [meta_fg_expand]: 0.00017064 [replace_old_param]: 2.716e-05 [inline_without_move]: 1.537e-05 [renormalize]: 0.00214619 [add_forward_monad_depend]: 1.116e-05 [auto_monad_grad]: 2.73e-06 [auto_monad_eliminator]: 3.193e-05 [cse]: 0.00017184 [replace_applicator]: 3.415e-05 [Cycle 3]: 0.00225226, [27] [switch_simplify]: 1.865e-05 [loop_unroll]: 1.631e-05 [a_1]: 0.00037681 [with_stream_mark]: 2.622e-05 [recompute_prepare]: 1.926e-05 [updatestate_depend_eliminate]: 4.446e-05 [updatestate_assign_eliminate]: 8.61002e-06 [updatestate_loads_eliminate]: 6.90998e-06 [parameter_eliminate]: 2.27999e-06 [specialize_transform]: 1.521e-05 [updatestate_useless_node_eliminater]: 1.998e-05 [accelerated_algorithm]: 2.036e-05 [meta_shard_fg_expand]: 4e-06 [get_grad_eliminate_]: 1.327e-05 [merge_forward]: 9.31e-06 [cell_reuse_recompute_pass]: 3.94002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.04e-05 [j_node_and_user_rematch]: 2.218e-05 [meta_fg_expand]: 5.79e-06 [replace_old_param]: 1.712e-05 [inline_without_move]: 1.224e-05 [renormalize]: 0.00116057 [add_forward_monad_depend]: 8.27e-06 [auto_monad_grad]: 2.78e-06 [auto_monad_eliminator]: 2.73e-05 [cse]: 0.00011699 [replace_applicator]: 2.909e-05 [Cycle 4]: 0.00092328, [27] [switch_simplify]: 1.449e-05 [loop_unroll]: 1.219e-05 [a_1]: 0.00040738 [with_stream_mark]: 2.038e-05 [recompute_prepare]: 1.555e-05 [updatestate_depend_eliminate]: 7.75998e-06 [updatestate_assign_eliminate]: 7.39002e-06 [updatestate_loads_eliminate]: 6.62002e-06 [parameter_eliminate]: 2.37001e-06 [specialize_transform]: 1.244e-05 [updatestate_useless_node_eliminater]: 1.827e-05 [accelerated_algorithm]: 1.866e-05 [meta_shard_fg_expand]: 3.16999e-06 [get_grad_eliminate_]: 1.208e-05 [merge_forward]: 8.1e-06 [cell_reuse_recompute_pass]: 2.73998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.386e-05 [j_node_and_user_rematch]: 2.272e-05 [meta_fg_expand]: 5.63002e-06 [replace_old_param]: 1.934e-05 [inline_without_move]: 1.504e-05 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 3.08e-06 [auto_monad_grad]: 2.25002e-06 [auto_monad_eliminator]: 2.341e-05 [cse]: 5.613e-05 [replace_applicator]: 1.447e-05 [py_interpret_to_execute_after_opt_a]: 2.379e-05 [rewriter_after_opt_a]: 0.00024525 [convert_after_rewriter]: 1.708e-05 [order_py_execute_after_rewriter]: 9.86e-06 [mutable_eliminate]: 0.00087862 [jit_opt_b]: 0.00010511, [1] [Cycle 1]: 9.381e-05, [2] [frontend_op_eliminate]: 3.77e-05 [inline_after_opt_a]: 3.962e-05 [cconv]: 4.04e-05 [loop_unroll]: 0.0005538 [jit_opt_after_cconv]: 0.00037675, [1] [Cycle 1]: 0.00036743, [11] [c_1]: 7.071e-05 [parameter_eliminate]: 6.49999e-06 [updatestate_depend_eliminate]: 1.667e-05 [updatestate_assign_eliminate]: 8.00999e-06 [updatestate_loads_eliminate]: 7.56001e-06 [cse]: 0.00012421 [call_graph_tuple_transform]: 3.746e-05 [tuple_list_get_item_eliminator]: 1.302e-05 [none_parameter_eliminate]: 2.24001e-06 [renormalize]: 1.10001e-06 [switch_simplify]: 1.407e-05 [remove_dup_value]: 8.218e-05 [partial_unused_args_eliminate]: 2.85998e-06 [environ_conv]: 1.551e-05 [add_recomputation]: 0.00010857 [cse_after_recomputation]: 5.874e-05, [1] [Cycle 1]: 4.948e-05, [1] [cse]: 3.762e-05 [auto_monad_reorder]: 3.493e-05 [get_jit_bprop_graph]: 2.51998e-06 [rewriter_after_jit_bprop_graph]: 7.56001e-06 [opt_after_jit_grad]: 0.00070603 [symbol_engine_optimizer]: 0.00014647, [1] [Cycle 1]: 0.00013763, [6] [build]: 1.817e-05 [elim_shapecalc]: 1.868e-05 [elim_not_effective]: 3.115e-05 [opt_reshape]: 1.353e-05 [fold_const_symbol]: 2.307e-05 [renormalize]: 7.00005e-07 [validate]: 6.842e-05 Sums bootstrap : 0.000349s : 0.04% type_inference : 0.644138s : 67.52% event_method : 0.000254s : 0.03% auto_monad : 0.000273s : 0.03% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000048s : 0.01% rewriter_before_opt_a : 0.000146s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000329s : 0.03% jit_opt_a.loop_unroll : 0.000170s : 0.02% jit_opt_a.a_1 : 0.171099s : 17.94% jit_opt_a.with_stream_mark : 0.000137s : 0.01% jit_opt_a.recompute_prepare : 0.000102s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000081s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000043s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000039s : 0.00% jit_opt_a.parameter_eliminate : 0.000014s : 0.00% jit_opt_a.specialize_transform : 0.000075s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000167s : 0.02% jit_opt_a.accelerated_algorithm : 0.000095s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000020s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000061s : 0.01% jit_opt_a.merge_forward : 0.000038s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000010s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000141s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000103s : 0.01% jit_opt_a.meta_fg_expand : 0.110922s : 11.63% jit_opt_a.replace_old_param : 0.000247s : 0.03% jit_opt_a.inline_without_move : 0.000184s : 0.02% jit_opt_a.renormalize : 0.020093s : 2.11% jit_opt_a.add_forward_monad_depend : 0.000048s : 0.00% jit_opt_a.auto_monad_grad : 0.000020s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000203s : 0.02% jit_opt_a.cse : 0.000669s : 0.07% jit_opt_a.replace_applicator : 0.000311s : 0.03% py_interpret_to_execute_after_opt_a : 0.000024s : 0.00% rewriter_after_opt_a : 0.000245s : 0.03% convert_after_rewriter : 0.000017s : 0.00% order_py_execute_after_rewriter : 0.000010s : 0.00% mutable_eliminate : 0.000879s : 0.09% jit_opt_b.frontend_op_eliminate : 0.000038s : 0.00% jit_opt_b.inline_after_opt_a : 0.000040s : 0.00% cconv : 0.000040s : 0.00% loop_unroll : 0.000554s : 0.06% jit_opt_after_cconv.c_1 : 0.000071s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000017s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.cse : 0.000124s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000037s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000014s : 0.00% remove_dup_value : 0.000082s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000109s : 0.01% cse_after_recomputation.cse : 0.000038s : 0.00% auto_monad_reorder : 0.000035s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000706s : 0.07% symbol_engine_optimizer.build : 0.000018s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000019s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000031s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000023s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000068s : 0.01% Time group info: ------[substitution.] 0.003034 291 1.64% : 0.000050s : 12: substitution.depend_value_elim 0.15% : 0.000004s : 7: substitution.elim_not_effective 0.12% : 0.000004s : 7: substitution.fold_const_symbol 25.90% : 0.000786s : 4: substitution.getattr_setattr_resolve 0.33% : 0.000010s : 8: substitution.graph_param_transform 52.77% : 0.001601s : 28: substitution.inline 1.71% : 0.000052s : 4: substitution.inline_without_move 0.70% : 0.000021s : 35: substitution.j_node_and_user_rematch 0.76% : 0.000023s : 3: substitution.less_batch_normalization 0.71% : 0.000022s : 13: substitution.minmaximum_grad 0.56% : 0.000017s : 14: substitution.partial_eliminate 1.04% : 0.000031s : 35: substitution.remove_not_recompute_node 2.72% : 0.000083s : 16: substitution.replace_applicator 0.89% : 0.000027s : 19: substitution.replace_old_param 0.23% : 0.000007s : 2: substitution.set_cell_output_no_recompute 0.47% : 0.000014s : 3: substitution.switch_simplify 1.54% : 0.000047s : 13: substitution.tuple_list_convert_item_index_to_positive 1.06% : 0.000032s : 13: substitution.tuple_list_get_item_depend_reorder 3.79% : 0.000115s : 30: substitution.tuple_list_get_item_eliminator 0.91% : 0.000027s : 9: substitution.updatestate_pure_node_eliminater 2.02% : 0.000061s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.644025 2 99.43% : 0.640370s : 1: type_inference.infer 0.57% : 0.003655s : 1: type_inference.specialize ------[replace.] 0.000928 53 6.98% : 0.000065s : 3: replace.getattr_setattr_resolve 47.03% : 0.000436s : 28: replace.inline 4.05% : 0.000038s : 1: replace.replace_applicator 7.79% : 0.000072s : 3: replace.switch_simplify 28.00% : 0.000260s : 17: replace.tuple_list_get_item_eliminator 6.14% : 0.000057s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002419 53 30.46% : 0.000737s : 3: match.getattr_setattr_resolve 65.22% : 0.001578s : 28: match.inline 0.72% : 0.000017s : 1: match.replace_applicator 0.52% : 0.000012s : 3: match.switch_simplify 2.51% : 0.000061s : 17: match.tuple_list_get_item_eliminator 0.58% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001089 5919 1.56% : 0.000017s : 99: predicate.accumulaten_eliminater 0.38% : 0.000004s : 8: predicate.ad_related_special_op_eliminate 1.24% : 0.000014s : 99: predicate.addn_check_dump 1.37% : 0.000015s : 99: predicate.addn_zero_filter 1.83% : 0.000020s : 99: predicate.arithmetic_simplify 1.54% : 0.000017s : 99: predicate.cast_eliminate 0.12% : 0.000001s : 8: predicate.check_bprop_eliminate 1.26% : 0.000014s : 99: predicate.compare_switch_simplify 1.44% : 0.000016s : 99: predicate.depend_value_elim 1.26% : 0.000014s : 99: predicate.dict_get_item_const_eliminator 1.30% : 0.000014s : 99: predicate.dict_get_item_eliminator 1.29% : 0.000014s : 99: predicate.dict_set_item_eliminator 0.17% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.13% : 0.000001s : 8: predicate.elim_not_effective 0.17% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.83% : 0.000020s : 99: predicate.environ_add_const_eliminate 1.25% : 0.000014s : 99: predicate.environ_get_add_eliminate 1.39% : 0.000015s : 99: predicate.environ_get_depend_swap 1.25% : 0.000014s : 99: predicate.environ_get_eliminate 1.23% : 0.000013s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 0.73% : 0.000008s : 42: predicate.get_grad_eliminate 0.62% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 8: predicate.graph_param_transform 3.99% : 0.000043s : 160: predicate.inline 1.77% : 0.000019s : 106: predicate.inline_without_move 0.29% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.93% : 0.000010s : 42: predicate.less_batch_normalization 1.58% : 0.000017s : 116: predicate.list_to_tuple_eliminator_ 1.79% : 0.000019s : 124: predicate.load_eliminater 0.36% : 0.000004s : 8: predicate.loop_unroll_after_grad 2.23% : 0.000024s : 171: predicate.loop_unroll_before_grad 1.47% : 0.000016s : 107: predicate.make_slice_get_slice_eliminator 1.22% : 0.000013s : 99: predicate.merge_addn 1.45% : 0.000016s : 99: predicate.minmaximum_grad 0.45% : 0.000005s : 8: predicate.mutable_eliminate 0.14% : 0.000002s : 8: predicate.opt_reshape 1.99% : 0.000022s : 124: predicate.partial_eliminate 1.35% : 0.000015s : 99: predicate.print_const_string_wrapper 1.87% : 0.000020s : 99: predicate.reduce_eliminate 1.90% : 0.000021s : 116: predicate.redundant_stop_gradient_eliminater 0.39% : 0.000004s : 42: predicate.remove_not_recompute_node 2.26% : 0.000025s : 236: predicate.replace_applicator 0.93% : 0.000010s : 106: predicate.replace_old_param 0.07% : 0.000001s : 8: predicate.reset_defer_inline 1.40% : 0.000015s : 99: predicate.reshape_eliminate 1.32% : 0.000014s : 99: predicate.row_tensor_add_zeros_like 0.22% : 0.000002s : 8: predicate.row_tensor_eliminate 1.33% : 0.000014s : 99: predicate.same_eliminate 0.49% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.25% : 0.000003s : 16: predicate.special_op_eliminate 0.86% : 0.000009s : 50: predicate.specialize_transform 1.42% : 0.000016s : 99: predicate.split_environ_get_set_with_tuple_value 1.20% : 0.000013s : 99: predicate.stack_unstack_eliminate 0.13% : 0.000001s : 8: predicate.switch_call_monad_eliminater 2.97% : 0.000032s : 144: predicate.switch_defer_inline 2.16% : 0.000024s : 144: predicate.switch_layer_defer_inline 4.88% : 0.000053s : 329: predicate.switch_simplify 1.33% : 0.000015s : 99: predicate.tile_eliminate 11.59% : 0.000126s : 99: predicate.transpose_eliminate 1.53% : 0.000017s : 99: predicate.tuple_list_convert_item_index_to_positive 1.78% : 0.000019s : 99: predicate.tuple_list_get_item_depend_reorder 3.00% : 0.000033s : 132: predicate.tuple_list_get_item_eliminator 1.72% : 0.000019s : 99: predicate.tuple_list_set_item_eliminator 1.53% : 0.000017s : 116: predicate.tuple_to_list_eliminator_ 1.71% : 0.000019s : 124: predicate.updatestate_pure_node_eliminater 3.01% : 0.000033s : 168: predicate.updatestate_useless_node_eliminater 1.93% : 0.000021s : 99: predicate.value_based_eliminate 0.11% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.16% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005186 58 54.03% : 0.002802s : 22: func_graph_cloner_run.FuncGraphClonerGraph 9.84% : 0.000511s : 7: func_graph_cloner_run.FuncGraphClonerNode 36.13% : 0.001874s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.153506 104 0.01% : 0.000115s : 1: add_recomputation 0.02% : 0.000283s : 1: auto_monad 0.00% : 0.000039s : 1: auto_monad_reorder 0.03% : 0.000375s : 1: bootstrap 0.00% : 0.000045s : 1: cconv 0.00% : 0.000021s : 1: convert_after_rewriter 0.01% : 0.000061s : 1: cse_after_recomputation 0.00% : 0.000018s : 1: environ_conv 0.02% : 0.000263s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 26.90% : 0.310349s : 1: jit_opt_a 0.03% : 0.000381s : 1: jit_opt_after_cconv 0.01% : 0.000109s : 1: jit_opt_b 0.05% : 0.000566s : 1: loop_unroll 0.08% : 0.000895s : 1: mutable_eliminate 15.00% : 0.172983s : 52: opt.transform.jit_opt_a 0.01% : 0.000130s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000068s : 4: opt.transform.jit_opt_b 0.00% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000032s : 1: opt.transform.mutable_eliminate 0.00% : 0.000051s : 1: opt.transform.opt_after_jit_grad 0.08% : 0.000916s : 2: opt.transform.opt_resolve 0.01% : 0.000081s : 4: opt.transform.symbol_engine_opt 0.06% : 0.000720s : 1: opt_after_jit_grad 0.00% : 0.000012s : 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% : 0.000052s : 1: py_interpret_to_execute 0.00% : 0.000027s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000087s : 1: remove_dup_value 1.29% : 0.014934s : 3: renormalize.infer 0.44% : 0.005112s : 3: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000252s : 1: rewriter_after_opt_a 0.01% : 0.000149s : 1: rewriter_before_opt_a 0.01% : 0.000150s : 1: symbol_engine_optimizer 55.84% : 0.644157s : 1: type_inference . [hook] pytest_runtest_teardown:test_select_dynamic_shape_advanced[False-KBK] tests/st/mint/test_select.py::test_select_dynamic_shape_advanced[False-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_select_dynamic_shape_advanced[True-pynative] tests/st/mint/test_select.py::test_select_dynamic_shape_advanced[True-pynative],max_mem:4.0M TotalTime = 2.90476, [30] [bootstrap]: 0.0163143 [type_inference]: 1.80205 [event_method]: 1.331e-05 [auto_monad]: 0.00045732 [graph_reusing]: 5.94e-06 [pre_auto_parallel]: 3.01001e-06 [py_interpret_to_execute]: 0.00012895 [rewriter_before_opt_a]: 5.409e-05 [expand_dump_flag]: 3.34001e-06 [jit_opt_a]: 0.956502, [2] [Cycle 1]: 0.00258032, [27] [switch_simplify]: 5.623e-05 [loop_unroll]: 1.767e-05 [a_1]: 0.00047528 [with_stream_mark]: 3.059e-05 [recompute_prepare]: 1.025e-05 [updatestate_depend_eliminate]: 6.74999e-06 [updatestate_assign_eliminate]: 5.89e-06 [updatestate_loads_eliminate]: 5.24998e-06 [parameter_eliminate]: 1.79998e-06 [specialize_transform]: 8.43001e-06 [updatestate_useless_node_eliminater]: 1.092e-05 [accelerated_algorithm]: 8.72e-06 [meta_shard_fg_expand]: 2.99999e-06 [get_grad_eliminate_]: 7.73999e-06 [merge_forward]: 5.56e-06 [cell_reuse_recompute_pass]: 1.35001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.124e-05 [j_node_and_user_rematch]: 1.441e-05 [meta_fg_expand]: 3.55998e-06 [replace_old_param]: 1.302e-05 [inline_without_move]: 8.59e-06 [renormalize]: 0.00147845 [add_forward_monad_depend]: 9.616e-05 [auto_monad_grad]: 2.64001e-06 [auto_monad_eliminator]: 2.126e-05 [cse]: 3.855e-05 [replace_applicator]: 1.577e-05 [Cycle 2]: 0.00045661, [27] [switch_simplify]: 8.63001e-06 [loop_unroll]: 8.22e-06 [a_1]: 0.00016354 [with_stream_mark]: 1.149e-05 [recompute_prepare]: 8e-06 [updatestate_depend_eliminate]: 4.70001e-06 [updatestate_assign_eliminate]: 4.43999e-06 [updatestate_loads_eliminate]: 4.41002e-06 [parameter_eliminate]: 9.50007e-07 [specialize_transform]: 7.78999e-06 [updatestate_useless_node_eliminater]: 1.082e-05 [accelerated_algorithm]: 8.30999e-06 [meta_shard_fg_expand]: 1.81e-06 [get_grad_eliminate_]: 7.47998e-06 [merge_forward]: 4.27e-06 [cell_reuse_recompute_pass]: 1.25999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.497e-05 [j_node_and_user_rematch]: 1.217e-05 [meta_fg_expand]: 2.56e-06 [replace_old_param]: 1.015e-05 [inline_without_move]: 7.36999e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.00001e-06 [auto_monad_grad]: 8.70001e-07 [auto_monad_eliminator]: 9.26998e-06 [cse]: 1.579e-05 [replace_applicator]: 7.96001e-06 [py_interpret_to_execute_after_opt_a]: 1.366e-05 [rewriter_after_opt_a]: 0.124771 [convert_after_rewriter]: 2.893e-05 [order_py_execute_after_rewriter]: 0.00012763 [mutable_eliminate]: 0.00092914 [jit_opt_b]: 8.912e-05, [1] [Cycle 1]: 7.856e-05, [2] [frontend_op_eliminate]: 3.064e-05 [inline_after_opt_a]: 3.298e-05 [cconv]: 4.721e-05 [loop_unroll]: 0.00051505 [jit_opt_after_cconv]: 0.00025103, [1] [Cycle 1]: 0.00024319, [11] [c_1]: 5.68e-05 [parameter_eliminate]: 4.77998e-06 [updatestate_depend_eliminate]: 1.216e-05 [updatestate_assign_eliminate]: 7.14001e-06 [updatestate_loads_eliminate]: 5.97001e-06 [cse]: 4.94e-05 [call_graph_tuple_transform]: 2.645e-05 [tuple_list_get_item_eliminator]: 8.84e-06 [none_parameter_eliminate]: 1.66e-06 [renormalize]: 5.09986e-07 [switch_simplify]: 9.60001e-06 [remove_dup_value]: 2.328e-05 [partial_unused_args_eliminate]: 2.43002e-06 [environ_conv]: 9.25001e-06 [add_recomputation]: 7.578e-05 [cse_after_recomputation]: 3e-05, [1] [Cycle 1]: 2.237e-05, [1] [cse]: 1.63e-05 [auto_monad_reorder]: 2.594e-05 [get_jit_bprop_graph]: 2.27999e-06 [rewriter_after_jit_bprop_graph]: 0.00105053 [opt_after_jit_grad]: 0.00057947 [symbol_engine_optimizer]: 0.00010476, [1] [Cycle 1]: 9.697e-05, [6] [build]: 6.58e-06 [elim_shapecalc]: 1.132e-05 [elim_not_effective]: 2.154e-05 [opt_reshape]: 9.79e-06 [fold_const_symbol]: 1.721e-05 [renormalize]: 6.00005e-07 [validate]: 0.00013653 Sums bootstrap : 0.016314s : 0.84% type_inference : 1.802054s : 92.39% event_method : 0.000013s : 0.00% auto_monad : 0.000457s : 0.02% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000129s : 0.01% rewriter_before_opt_a : 0.000054s : 0.00% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000065s : 0.00% jit_opt_a.loop_unroll : 0.000026s : 0.00% jit_opt_a.a_1 : 0.000639s : 0.03% jit_opt_a.with_stream_mark : 0.000042s : 0.00% jit_opt_a.recompute_prepare : 0.000018s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 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 : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000022s : 0.00% jit_opt_a.accelerated_algorithm : 0.000017s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000015s : 0.00% jit_opt_a.merge_forward : 0.000010s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000027s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.00% jit_opt_a.inline_without_move : 0.000016s : 0.00% jit_opt_a.renormalize : 0.001479s : 0.08% jit_opt_a.add_forward_monad_depend : 0.000097s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000031s : 0.00% jit_opt_a.cse : 0.000054s : 0.00% jit_opt_a.replace_applicator : 0.000024s : 0.00% py_interpret_to_execute_after_opt_a : 0.000014s : 0.00% rewriter_after_opt_a : 0.124771s : 6.40% convert_after_rewriter : 0.000029s : 0.00% order_py_execute_after_rewriter : 0.000128s : 0.01% mutable_eliminate : 0.000929s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000031s : 0.00% jit_opt_b.inline_after_opt_a : 0.000033s : 0.00% cconv : 0.000047s : 0.00% loop_unroll : 0.000515s : 0.03% jit_opt_after_cconv.c_1 : 0.000057s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 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 : 0.000049s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 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 : 0.000023s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000076s : 0.00% cse_after_recomputation.cse : 0.000016s : 0.00% auto_monad_reorder : 0.000026s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.001051s : 0.05% opt_after_jit_grad : 0.000579s : 0.03% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000017s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000137s : 0.01% Time group info: ------[substitution.] 0.000227 43 3.27% : 0.000007s : 2: substitution.depend_value_elim 1.63% : 0.000004s : 4: substitution.elim_not_effective 1.15% : 0.000003s : 4: substitution.fold_const_symbol 3.59% : 0.000008s : 5: substitution.graph_param_transform 73.33% : 0.000166s : 2: substitution.inline 1.93% : 0.000004s : 8: substitution.j_node_and_user_rematch 3.10% : 0.000007s : 8: substitution.remove_not_recompute_node 2.28% : 0.000005s : 2: substitution.replace_old_param 5.40% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 4.33% : 0.000010s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.801576 2 99.91% : 1.799900s : 1: type_inference.infer 0.09% : 0.001676s : 1: type_inference.specialize ------[replace.] 0.000032 2 100.00% : 0.000032s : 2: replace.inline ------[match.] 0.000165 2 100.00% : 0.000165s : 2: match.inline ------[predicate.] 0.000141 767 1.13% : 0.000002s : 11: predicate.accumulaten_eliminater 1.95% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 0.98% : 0.000001s : 11: predicate.addn_check_dump 1.20% : 0.000002s : 11: predicate.addn_zero_filter 2.22% : 0.000003s : 11: predicate.arithmetic_simplify 1.57% : 0.000002s : 11: predicate.cast_eliminate 0.78% : 0.000001s : 5: predicate.check_bprop_eliminate 1.03% : 0.000001s : 11: predicate.compare_switch_simplify 1.40% : 0.000002s : 11: predicate.depend_value_elim 1.14% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.16% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.26% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.40% : 0.000001s : 5: predicate.elim_not_effective 0.84% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.18% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.36% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.02% : 0.000001s : 11: predicate.environ_get_depend_swap 1.00% : 0.000001s : 11: predicate.environ_get_eliminate 1.61% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.30% : 0.000002s : 10: predicate.get_grad_eliminate 0.35% : 0.000000s : 5: predicate.graph_param_transform 5.06% : 0.000007s : 23: predicate.inline 1.22% : 0.000002s : 10: predicate.inline_without_move 0.50% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.61% : 0.000002s : 10: predicate.less_batch_normalization 1.10% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.74% : 0.000002s : 16: predicate.load_eliminater 1.79% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.56% : 0.000004s : 20: predicate.loop_unroll_before_grad 1.96% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.01% : 0.000001s : 11: predicate.merge_addn 0.98% : 0.000001s : 11: predicate.minmaximum_grad 2.51% : 0.000004s : 5: predicate.mutable_eliminate 0.62% : 0.000001s : 5: predicate.opt_reshape 1.94% : 0.000003s : 16: predicate.partial_eliminate 1.05% : 0.000001s : 11: predicate.print_const_string_wrapper 1.52% : 0.000002s : 11: predicate.reduce_eliminate 1.18% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.73% : 0.000001s : 10: predicate.remove_not_recompute_node 1.52% : 0.000002s : 21: predicate.replace_applicator 0.77% : 0.000001s : 10: predicate.replace_old_param 0.79% : 0.000001s : 5: predicate.reset_defer_inline 1.25% : 0.000002s : 11: predicate.reshape_eliminate 1.13% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.88% : 0.000003s : 5: predicate.row_tensor_eliminate 1.26% : 0.000002s : 11: predicate.same_eliminate 0.66% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.40% : 0.000002s : 10: predicate.special_op_eliminate 1.29% : 0.000002s : 10: predicate.specialize_transform 1.32% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.17% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.85% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.66% : 0.000002s : 13: predicate.switch_defer_inline 1.64% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.66% : 0.000008s : 38: predicate.switch_simplify 1.65% : 0.000002s : 11: predicate.tile_eliminate 1.16% : 0.000002s : 11: predicate.transpose_eliminate 1.49% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.10% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.75% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.47% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.28% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.71% : 0.000002s : 16: predicate.updatestate_pure_node_eliminater 3.77% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.44% : 0.000002s : 11: predicate.value_based_eliminate 0.47% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.07% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000350 5 8.92% : 0.000031s : 1: func_graph_cloner_run.FuncGraphClonerGraph 91.08% : 0.000319s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.907198 72 0.00% : 0.000079s : 1: add_recomputation 0.02% : 0.000463s : 1: auto_monad 0.00% : 0.000029s : 1: auto_monad_reorder 0.57% : 0.016442s : 1: bootstrap 0.00% : 0.000050s : 1: cconv 0.00% : 0.000036s : 1: convert_after_rewriter 0.00% : 0.000033s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.00% : 0.000019s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000008s : 1: graph_reusing 32.90% : 0.956507s : 1: jit_opt_a 0.01% : 0.000256s : 1: jit_opt_after_cconv 0.00% : 0.000092s : 1: jit_opt_b 0.02% : 0.000555s : 1: loop_unroll 0.03% : 0.000946s : 1: mutable_eliminate 0.03% : 0.000909s : 26: opt.transform.jit_opt_a 0.00% : 0.000097s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000053s : 4: opt.transform.jit_opt_b 0.00% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000029s : 1: opt.transform.mutable_eliminate 0.00% : 0.000035s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000055s : 4: opt.transform.symbol_engine_opt 0.02% : 0.000592s : 1: opt_after_jit_grad 0.00% : 0.000130s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.00% : 0.000133s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000027s : 1: remove_dup_value 0.04% : 0.001041s : 1: renormalize.infer 0.01% : 0.000429s : 1: renormalize.specialize 0.04% : 0.001055s : 1: rewriter_after_jit_bprop_graph 4.29% : 0.124791s : 1: rewriter_after_opt_a 0.00% : 0.000058s : 1: rewriter_before_opt_a 0.00% : 0.000108s : 1: symbol_engine_optimizer 61.99% : 1.802073s : 1: type_inference TotalTime = 1.15323, [30] [bootstrap]: 0.0003926 [type_inference]: 0.584472 [event_method]: 0.00023678 [auto_monad]: 0.00026242 [graph_reusing]: 9.02e-06 [pre_auto_parallel]: 3.45998e-06 [py_interpret_to_execute]: 4.837e-05 [rewriter_before_opt_a]: 0.00014186 [expand_dump_flag]: 3.98999e-06 [jit_opt_a]: 0.502385, [4] [Cycle 1]: 0.247328, [27] [switch_simplify]: 0.0137208 [loop_unroll]: 6.639e-05 [a_1]: 0.00159959 [with_stream_mark]: 4.065e-05 [recompute_prepare]: 3.357e-05 [updatestate_depend_eliminate]: 1.348e-05 [updatestate_assign_eliminate]: 1.036e-05 [updatestate_loads_eliminate]: 9.71e-06 [parameter_eliminate]: 3.46999e-06 [specialize_transform]: 1.963e-05 [updatestate_useless_node_eliminater]: 2.454e-05 [accelerated_algorithm]: 2.067e-05 [meta_shard_fg_expand]: 7.7e-06 [get_grad_eliminate_]: 1.85e-05 [merge_forward]: 1.201e-05 [cell_reuse_recompute_pass]: 2.06998e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.216e-05 [j_node_and_user_rematch]: 3.596e-05 [meta_fg_expand]: 0.0694456 [replace_old_param]: 0.00013912 [inline_without_move]: 0.00012642 [renormalize]: 0.160812 [add_forward_monad_depend]: 2.748e-05 [auto_monad_grad]: 1.177e-05 [auto_monad_eliminator]: 0.00012232 [cse]: 0.00032701 [replace_applicator]: 0.00023174 [Cycle 2]: 0.137454, [27] [switch_simplify]: 8.799e-05 [loop_unroll]: 8.574e-05 [a_1]: 0.00375967 [with_stream_mark]: 4.834e-05 [recompute_prepare]: 3.94e-05 [updatestate_depend_eliminate]: 1.521e-05 [updatestate_assign_eliminate]: 1.632e-05 [updatestate_loads_eliminate]: 1.394e-05 [parameter_eliminate]: 5.33002e-06 [specialize_transform]: 2.357e-05 [updatestate_useless_node_eliminater]: 9.62e-05 [accelerated_algorithm]: 3.486e-05 [meta_shard_fg_expand]: 6.36e-06 [get_grad_eliminate_]: 1.391e-05 [merge_forward]: 8.74e-06 [cell_reuse_recompute_pass]: 1.25999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.242e-05 [j_node_and_user_rematch]: 2.501e-05 [meta_fg_expand]: 0.00013693 [replace_old_param]: 2.324e-05 [inline_without_move]: 1.532e-05 [renormalize]: 0.132375 [add_forward_monad_depend]: 1.708e-05 [auto_monad_grad]: 3.46999e-06 [auto_monad_eliminator]: 4.646e-05 [cse]: 0.00018909 [replace_applicator]: 4.524e-05 [Cycle 3]: 0.0333081, [27] [switch_simplify]: 1.819e-05 [loop_unroll]: 1.605e-05 [a_1]: 0.00044191 [with_stream_mark]: 3.005e-05 [recompute_prepare]: 1.774e-05 [updatestate_depend_eliminate]: 4.547e-05 [updatestate_assign_eliminate]: 8.88002e-06 [updatestate_loads_eliminate]: 7.27002e-06 [parameter_eliminate]: 3.14999e-06 [specialize_transform]: 1.438e-05 [updatestate_useless_node_eliminater]: 1.612e-05 [accelerated_algorithm]: 1.921e-05 [meta_shard_fg_expand]: 4.43999e-06 [get_grad_eliminate_]: 1.232e-05 [merge_forward]: 8.48001e-06 [cell_reuse_recompute_pass]: 3.86999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.327e-05 [j_node_and_user_rematch]: 2.192e-05 [meta_fg_expand]: 6.05002e-06 [replace_old_param]: 2.006e-05 [inline_without_move]: 1.225e-05 [renormalize]: 0.0321718 [add_forward_monad_depend]: 7.95e-06 [auto_monad_grad]: 2.26998e-06 [auto_monad_eliminator]: 3.289e-05 [cse]: 0.00010307 [replace_applicator]: 2.76e-05 [Cycle 4]: 0.0007358, [27] [switch_simplify]: 1.434e-05 [loop_unroll]: 1.344e-05 [a_1]: 0.00030022 [with_stream_mark]: 1.966e-05 [recompute_prepare]: 1.137e-05 [updatestate_depend_eliminate]: 7.77998e-06 [updatestate_assign_eliminate]: 7.45e-06 [updatestate_loads_eliminate]: 6.34001e-06 [parameter_eliminate]: 2.57001e-06 [specialize_transform]: 1.225e-05 [updatestate_useless_node_eliminater]: 1.435e-05 [accelerated_algorithm]: 1.731e-05 [meta_shard_fg_expand]: 2.83e-06 [get_grad_eliminate_]: 1.184e-05 [merge_forward]: 8.06001e-06 [cell_reuse_recompute_pass]: 2.94999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.95e-05 [j_node_and_user_rematch]: 2.024e-05 [meta_fg_expand]: 4.82998e-06 [replace_old_param]: 1.455e-05 [inline_without_move]: 1.193e-05 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.86e-06 [auto_monad_grad]: 1.57999e-06 [auto_monad_eliminator]: 1.558e-05 [cse]: 3.74e-05 [replace_applicator]: 1.206e-05 [py_interpret_to_execute_after_opt_a]: 2.699e-05 [rewriter_after_opt_a]: 0.00022292 [convert_after_rewriter]: 1.445e-05 [order_py_execute_after_rewriter]: 8.87e-06 [mutable_eliminate]: 0.00084289 [jit_opt_b]: 9.814e-05, [1] [Cycle 1]: 8.879e-05, [2] [frontend_op_eliminate]: 3.833e-05 [inline_after_opt_a]: 3.632e-05 [cconv]: 3.402e-05 [loop_unroll]: 0.0411875 [jit_opt_after_cconv]: 0.00699481, [1] [Cycle 1]: 0.00697753, [11] [c_1]: 8.971e-05 [parameter_eliminate]: 8.75999e-06 [updatestate_depend_eliminate]: 2.236e-05 [updatestate_assign_eliminate]: 8.17e-06 [updatestate_loads_eliminate]: 7.16001e-06 [cse]: 0.00657466 [call_graph_tuple_transform]: 9.369e-05 [tuple_list_get_item_eliminator]: 1.585e-05 [none_parameter_eliminate]: 4.42e-06 [renormalize]: 9.50007e-07 [switch_simplify]: 1.72e-05 [remove_dup_value]: 5.14e-05 [partial_unused_args_eliminate]: 3.11999e-06 [environ_conv]: 1.992e-05 [add_recomputation]: 0.0123434 [cse_after_recomputation]: 8.872e-05, [1] [Cycle 1]: 7.621e-05, [1] [cse]: 6.092e-05 [auto_monad_reorder]: 4.037e-05 [get_jit_bprop_graph]: 2.56998e-06 [rewriter_after_jit_bprop_graph]: 1.026e-05 [opt_after_jit_grad]: 0.00276084 [symbol_engine_optimizer]: 0.0001433, [1] [Cycle 1]: 0.00013532, [6] [build]: 1.895e-05 [elim_shapecalc]: 1.721e-05 [elim_not_effective]: 3.048e-05 [opt_reshape]: 1.338e-05 [fold_const_symbol]: 2.123e-05 [renormalize]: 4.50003e-07 [validate]: 7.049e-05 Sums bootstrap : 0.000393s : 0.04% type_inference : 0.584472s : 54.72% event_method : 0.000237s : 0.02% auto_monad : 0.000262s : 0.02% graph_reusing : 0.000009s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000048s : 0.00% rewriter_before_opt_a : 0.000142s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.013841s : 1.30% jit_opt_a.loop_unroll : 0.000182s : 0.02% jit_opt_a.a_1 : 0.006101s : 0.57% jit_opt_a.with_stream_mark : 0.000139s : 0.01% jit_opt_a.recompute_prepare : 0.000102s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000082s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000043s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000037s : 0.00% jit_opt_a.parameter_eliminate : 0.000015s : 0.00% jit_opt_a.specialize_transform : 0.000070s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000151s : 0.01% jit_opt_a.accelerated_algorithm : 0.000092s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000021s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000057s : 0.01% jit_opt_a.merge_forward : 0.000037s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000010s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000137s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000103s : 0.01% jit_opt_a.meta_fg_expand : 0.069593s : 6.52% jit_opt_a.replace_old_param : 0.000197s : 0.02% jit_opt_a.inline_without_move : 0.000166s : 0.02% jit_opt_a.renormalize : 0.325360s : 30.46% jit_opt_a.add_forward_monad_depend : 0.000054s : 0.01% jit_opt_a.auto_monad_grad : 0.000019s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000217s : 0.02% jit_opt_a.cse : 0.000657s : 0.06% jit_opt_a.replace_applicator : 0.000317s : 0.03% py_interpret_to_execute_after_opt_a : 0.000027s : 0.00% rewriter_after_opt_a : 0.000223s : 0.02% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000843s : 0.08% jit_opt_b.frontend_op_eliminate : 0.000038s : 0.00% jit_opt_b.inline_after_opt_a : 0.000036s : 0.00% cconv : 0.000034s : 0.00% loop_unroll : 0.041187s : 3.86% jit_opt_after_cconv.c_1 : 0.000090s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000022s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.006575s : 0.62% jit_opt_after_cconv.call_graph_tuple_transform : 0.000094s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000016s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000017s : 0.00% remove_dup_value : 0.000051s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000020s : 0.00% add_recomputation : 0.012343s : 1.16% cse_after_recomputation.cse : 0.000061s : 0.01% auto_monad_reorder : 0.000040s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.002761s : 0.26% symbol_engine_optimizer.build : 0.000019s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000030s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000013s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000021s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000070s : 0.01% Time group info: ------[substitution.] 0.026666 291 0.16% : 0.000044s : 12: substitution.depend_value_elim 0.02% : 0.000004s : 7: substitution.elim_not_effective 0.01% : 0.000003s : 7: substitution.fold_const_symbol 92.67% : 0.024713s : 4: substitution.getattr_setattr_resolve 0.06% : 0.000017s : 8: substitution.graph_param_transform 5.13% : 0.001368s : 28: substitution.inline 0.15% : 0.000039s : 4: substitution.inline_without_move 0.07% : 0.000019s : 35: substitution.j_node_and_user_rematch 0.09% : 0.000023s : 3: substitution.less_batch_normalization 0.08% : 0.000021s : 13: substitution.minmaximum_grad 0.05% : 0.000014s : 14: substitution.partial_eliminate 0.11% : 0.000029s : 35: substitution.remove_not_recompute_node 0.24% : 0.000063s : 16: substitution.replace_applicator 0.09% : 0.000023s : 19: substitution.replace_old_param 0.04% : 0.000011s : 2: substitution.set_cell_output_no_recompute 0.08% : 0.000022s : 3: substitution.switch_simplify 0.15% : 0.000041s : 13: substitution.tuple_list_convert_item_index_to_positive 0.11% : 0.000030s : 13: substitution.tuple_list_get_item_depend_reorder 0.33% : 0.000088s : 30: substitution.tuple_list_get_item_eliminator 0.11% : 0.000029s : 9: substitution.updatestate_pure_node_eliminater 0.24% : 0.000063s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.584350 2 99.45% : 0.581135s : 1: type_inference.infer 0.55% : 0.003216s : 1: type_inference.specialize ------[replace.] 0.000900 53 14.74% : 0.000133s : 3: replace.getattr_setattr_resolve 44.94% : 0.000404s : 28: replace.inline 4.54% : 0.000041s : 1: replace.replace_applicator 11.65% : 0.000105s : 3: replace.switch_simplify 18.44% : 0.000166s : 17: replace.tuple_list_get_item_eliminator 5.69% : 0.000051s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.026011 53 94.48% : 0.024574s : 3: match.getattr_setattr_resolve 5.19% : 0.001350s : 28: match.inline 0.06% : 0.000016s : 1: match.replace_applicator 0.08% : 0.000020s : 3: match.switch_simplify 0.14% : 0.000037s : 17: match.tuple_list_get_item_eliminator 0.05% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000966 5919 1.50% : 0.000014s : 99: predicate.accumulaten_eliminater 0.58% : 0.000006s : 8: predicate.ad_related_special_op_eliminate 1.29% : 0.000012s : 99: predicate.addn_check_dump 1.49% : 0.000014s : 99: predicate.addn_zero_filter 1.92% : 0.000019s : 99: predicate.arithmetic_simplify 1.51% : 0.000015s : 99: predicate.cast_eliminate 0.13% : 0.000001s : 8: predicate.check_bprop_eliminate 1.42% : 0.000014s : 99: predicate.compare_switch_simplify 1.61% : 0.000016s : 99: predicate.depend_value_elim 1.30% : 0.000013s : 99: predicate.dict_get_item_const_eliminator 1.38% : 0.000013s : 99: predicate.dict_get_item_eliminator 1.55% : 0.000015s : 99: predicate.dict_set_item_eliminator 0.22% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 8: predicate.elim_not_effective 0.19% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.53% : 0.000015s : 99: predicate.environ_add_const_eliminate 1.40% : 0.000014s : 99: predicate.environ_get_add_eliminate 1.52% : 0.000015s : 99: predicate.environ_get_depend_swap 1.59% : 0.000015s : 99: predicate.environ_get_eliminate 1.48% : 0.000014s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 0.75% : 0.000007s : 42: predicate.get_grad_eliminate 1.25% : 0.000012s : 20: predicate.getattr_setattr_resolve 0.17% : 0.000002s : 8: predicate.graph_param_transform 4.31% : 0.000042s : 160: predicate.inline 1.93% : 0.000019s : 106: predicate.inline_without_move 0.32% : 0.000003s : 42: predicate.j_node_and_user_rematch 1.05% : 0.000010s : 42: predicate.less_batch_normalization 1.74% : 0.000017s : 116: predicate.list_to_tuple_eliminator_ 1.86% : 0.000018s : 124: predicate.load_eliminater 1.08% : 0.000010s : 8: predicate.loop_unroll_after_grad 2.66% : 0.000026s : 171: predicate.loop_unroll_before_grad 1.61% : 0.000016s : 107: predicate.make_slice_get_slice_eliminator 1.38% : 0.000013s : 99: predicate.merge_addn 1.39% : 0.000013s : 99: predicate.minmaximum_grad 0.40% : 0.000004s : 8: predicate.mutable_eliminate 0.15% : 0.000001s : 8: predicate.opt_reshape 2.15% : 0.000021s : 124: predicate.partial_eliminate 1.44% : 0.000014s : 99: predicate.print_const_string_wrapper 2.16% : 0.000021s : 99: predicate.reduce_eliminate 2.03% : 0.000020s : 116: predicate.redundant_stop_gradient_eliminater 0.42% : 0.000004s : 42: predicate.remove_not_recompute_node 2.42% : 0.000023s : 236: predicate.replace_applicator 1.08% : 0.000010s : 106: predicate.replace_old_param 0.11% : 0.000001s : 8: predicate.reset_defer_inline 1.43% : 0.000014s : 99: predicate.reshape_eliminate 1.55% : 0.000015s : 99: predicate.row_tensor_add_zeros_like 0.24% : 0.000002s : 8: predicate.row_tensor_eliminate 1.56% : 0.000015s : 99: predicate.same_eliminate 0.47% : 0.000004s : 52: predicate.set_cell_output_no_recompute 0.28% : 0.000003s : 16: predicate.special_op_eliminate 0.89% : 0.000009s : 50: predicate.specialize_transform 1.82% : 0.000018s : 99: predicate.split_environ_get_set_with_tuple_value 1.57% : 0.000015s : 99: predicate.stack_unstack_eliminate 0.17% : 0.000002s : 8: predicate.switch_call_monad_eliminater 2.99% : 0.000029s : 144: predicate.switch_defer_inline 2.33% : 0.000022s : 144: predicate.switch_layer_defer_inline 7.62% : 0.000074s : 329: predicate.switch_simplify 1.35% : 0.000013s : 99: predicate.tile_eliminate 1.44% : 0.000014s : 99: predicate.transpose_eliminate 1.69% : 0.000016s : 99: predicate.tuple_list_convert_item_index_to_positive 1.65% : 0.000016s : 99: predicate.tuple_list_get_item_depend_reorder 3.38% : 0.000033s : 132: predicate.tuple_list_get_item_eliminator 1.67% : 0.000016s : 99: predicate.tuple_list_set_item_eliminator 1.64% : 0.000016s : 116: predicate.tuple_to_list_eliminator_ 1.86% : 0.000018s : 124: predicate.updatestate_pure_node_eliminater 2.89% : 0.000028s : 168: predicate.updatestate_useless_node_eliminater 1.61% : 0.000016s : 99: predicate.value_based_eliminate 0.12% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.19% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.269336 58 99.10% : 0.266923s : 22: func_graph_cloner_run.FuncGraphClonerGraph 0.14% : 0.000389s : 7: func_graph_cloner_run.FuncGraphClonerNode 0.75% : 0.002024s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.525223 104 0.81% : 0.012359s : 1: add_recomputation 0.02% : 0.000272s : 1: auto_monad 0.00% : 0.000044s : 1: auto_monad_reorder 0.03% : 0.000420s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.01% : 0.000092s : 1: cse_after_recomputation 0.00% : 0.000023s : 1: environ_conv 0.02% : 0.000246s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 32.94% : 0.502390s : 1: jit_opt_a 0.46% : 0.007005s : 1: jit_opt_after_cconv 0.01% : 0.000102s : 1: jit_opt_b 2.70% : 0.041213s : 1: loop_unroll 0.06% : 0.000853s : 1: mutable_eliminate 1.40% : 0.021416s : 52: opt.transform.jit_opt_a 0.01% : 0.000203s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000067s : 4: opt.transform.jit_opt_b 0.00% : 0.000055s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000027s : 1: opt.transform.mutable_eliminate 0.00% : 0.000058s : 1: opt.transform.opt_after_jit_grad 1.64% : 0.024956s : 2: opt.transform.opt_resolve 0.01% : 0.000078s : 4: opt.transform.symbol_engine_opt 0.18% : 0.002774s : 1: opt_after_jit_grad 0.00% : 0.000011s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000051s : 1: py_interpret_to_execute 0.00% : 0.000030s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000055s : 1: remove_dup_value 20.76% : 0.316624s : 3: renormalize.infer 0.57% : 0.008679s : 3: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000228s : 1: rewriter_after_opt_a 0.01% : 0.000145s : 1: rewriter_before_opt_a 0.01% : 0.000147s : 1: symbol_engine_optimizer 38.32% : 0.584497s : 1: type_inference TotalTime = 0.418293, [30] [bootstrap]: 0.00033388 [type_inference]: 0.183039 [event_method]: 1.365e-05 [auto_monad]: 0.0001456 [graph_reusing]: 7.41999e-06 [pre_auto_parallel]: 2.63e-06 [py_interpret_to_execute]: 0.00014644 [rewriter_before_opt_a]: 5.817e-05 [expand_dump_flag]: 3.83001e-06 [jit_opt_a]: 0.230755, [2] [Cycle 1]: 0.0024486, [27] [switch_simplify]: 5.552e-05 [loop_unroll]: 1.885e-05 [a_1]: 0.00046217 [with_stream_mark]: 3.455e-05 [recompute_prepare]: 1.138e-05 [updatestate_depend_eliminate]: 7.14001e-06 [updatestate_assign_eliminate]: 5.39e-06 [updatestate_loads_eliminate]: 5.25999e-06 [parameter_eliminate]: 2.18002e-06 [specialize_transform]: 9.64e-06 [updatestate_useless_node_eliminater]: 1.205e-05 [accelerated_algorithm]: 8.32e-06 [meta_shard_fg_expand]: 2.78e-06 [get_grad_eliminate_]: 8.28999e-06 [merge_forward]: 5.09998e-06 [cell_reuse_recompute_pass]: 1.54e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.212e-05 [j_node_and_user_rematch]: 1.65e-05 [meta_fg_expand]: 4.15e-06 [replace_old_param]: 1.39e-05 [inline_without_move]: 9.24e-06 [renormalize]: 0.001386 [add_forward_monad_depend]: 1.074e-05 [auto_monad_grad]: 2.88e-06 [auto_monad_eliminator]: 3.161e-05 [cse]: 4.533e-05 [replace_applicator]: 2.419e-05 [Cycle 2]: 0.00064026, [27] [switch_simplify]: 9.20001e-06 [loop_unroll]: 9.55001e-06 [a_1]: 0.00018962 [with_stream_mark]: 1.897e-05 [recompute_prepare]: 9.10001e-06 [updatestate_depend_eliminate]: 6.41e-06 [updatestate_assign_eliminate]: 6.10002e-06 [updatestate_loads_eliminate]: 4.52e-06 [parameter_eliminate]: 2.32001e-06 [specialize_transform]: 9.03002e-06 [updatestate_useless_node_eliminater]: 1.081e-05 [accelerated_algorithm]: 8.78001e-06 [meta_shard_fg_expand]: 2.87002e-06 [get_grad_eliminate_]: 7.119e-05 [merge_forward]: 7.65998e-06 [cell_reuse_recompute_pass]: 2.92002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.412e-05 [j_node_and_user_rematch]: 1.446e-05 [meta_fg_expand]: 3.41999e-06 [replace_old_param]: 1.229e-05 [inline_without_move]: 8.01001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 3.36999e-06 [auto_monad_grad]: 2.17999e-06 [auto_monad_eliminator]: 1.722e-05 [cse]: 2.753e-05 [replace_applicator]: 1.078e-05 [py_interpret_to_execute_after_opt_a]: 2.132e-05 [rewriter_after_opt_a]: 0.00049219 [convert_after_rewriter]: 1.647e-05 [order_py_execute_after_rewriter]: 8.37e-06 [mutable_eliminate]: 0.00088657 [jit_opt_b]: 8.385e-05, [1] [Cycle 1]: 7.401e-05, [2] [frontend_op_eliminate]: 2.959e-05 [inline_after_opt_a]: 2.982e-05 [cconv]: 4e-05 [loop_unroll]: 0.00057782 [jit_opt_after_cconv]: 0.00027229, [1] [Cycle 1]: 0.00026147, [11] [c_1]: 6.029e-05 [parameter_eliminate]: 6.48e-06 [updatestate_depend_eliminate]: 1.554e-05 [updatestate_assign_eliminate]: 4.92e-06 [updatestate_loads_eliminate]: 4.46002e-06 [cse]: 5.35e-05 [call_graph_tuple_transform]: 3.123e-05 [tuple_list_get_item_eliminator]: 9.42001e-06 [none_parameter_eliminate]: 2.09e-06 [renormalize]: 1.34003e-06 [switch_simplify]: 9.59e-06 [remove_dup_value]: 5.838e-05 [partial_unused_args_eliminate]: 2.54999e-06 [environ_conv]: 9.90002e-06 [add_recomputation]: 7.899e-05 [cse_after_recomputation]: 3.402e-05, [1] [Cycle 1]: 2.603e-05, [1] [cse]: 1.652e-05 [auto_monad_reorder]: 3.067e-05 [get_jit_bprop_graph]: 2.89999e-06 [rewriter_after_jit_bprop_graph]: 1.051e-05 [opt_after_jit_grad]: 0.00071791 [symbol_engine_optimizer]: 0.00011798, [1] [Cycle 1]: 0.00010924, [6] [build]: 9.07001e-06 [elim_shapecalc]: 1.298e-05 [elim_not_effective]: 2.512e-05 [opt_reshape]: 1.084e-05 [fold_const_symbol]: 1.619e-05 [renormalize]: 5.00004e-07 [validate]: 6.581e-05 Sums bootstrap : 0.000334s : 0.18% type_inference : 0.183039s : 96.42% event_method : 0.000014s : 0.01% auto_monad : 0.000146s : 0.08% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000146s : 0.08% rewriter_before_opt_a : 0.000058s : 0.03% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000065s : 0.03% jit_opt_a.loop_unroll : 0.000028s : 0.01% jit_opt_a.a_1 : 0.000652s : 0.34% jit_opt_a.with_stream_mark : 0.000054s : 0.03% jit_opt_a.recompute_prepare : 0.000020s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.01% 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 : 0.000023s : 0.01% jit_opt_a.accelerated_algorithm : 0.000017s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000079s : 0.04% jit_opt_a.merge_forward : 0.000013s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000046s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000031s : 0.02% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.01% jit_opt_a.renormalize : 0.001386s : 0.73% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.01% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000049s : 0.03% jit_opt_a.cse : 0.000073s : 0.04% jit_opt_a.replace_applicator : 0.000035s : 0.02% py_interpret_to_execute_after_opt_a : 0.000021s : 0.01% rewriter_after_opt_a : 0.000492s : 0.26% convert_after_rewriter : 0.000016s : 0.01% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000887s : 0.47% jit_opt_b.frontend_op_eliminate : 0.000030s : 0.02% jit_opt_b.inline_after_opt_a : 0.000030s : 0.02% cconv : 0.000040s : 0.02% loop_unroll : 0.000578s : 0.30% jit_opt_after_cconv.c_1 : 0.000060s : 0.03% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000016s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.cse : 0.000053s : 0.03% jit_opt_after_cconv.call_graph_tuple_transform : 0.000031s : 0.02% 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 : 0.01% remove_dup_value : 0.000058s : 0.03% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.01% add_recomputation : 0.000079s : 0.04% cse_after_recomputation.cse : 0.000017s : 0.01% auto_monad_reorder : 0.000031s : 0.02% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000011s : 0.01% opt_after_jit_grad : 0.000718s : 0.38% symbol_engine_optimizer.build : 0.000009s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000066s : 0.03% Time group info: ------[substitution.] 0.000235 43 4.47% : 0.000010s : 2: substitution.depend_value_elim 1.92% : 0.000005s : 4: substitution.elim_not_effective 1.05% : 0.000002s : 4: substitution.fold_const_symbol 3.80% : 0.000009s : 5: substitution.graph_param_transform 68.57% : 0.000161s : 2: substitution.inline 2.46% : 0.000006s : 8: substitution.j_node_and_user_rematch 3.50% : 0.000008s : 8: substitution.remove_not_recompute_node 2.81% : 0.000007s : 2: substitution.replace_old_param 6.73% : 0.000016s : 3: substitution.updatestate_pure_node_eliminater 4.69% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.182965 2 99.39% : 0.181849s : 1: type_inference.infer 0.61% : 0.001116s : 1: type_inference.specialize ------[replace.] 0.000032 2 100.00% : 0.000032s : 2: replace.inline ------[match.] 0.000159 2 100.00% : 0.000159s : 2: match.inline ------[predicate.] 0.000151 767 1.18% : 0.000002s : 11: predicate.accumulaten_eliminater 1.91% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 0.89% : 0.000001s : 11: predicate.addn_check_dump 1.19% : 0.000002s : 11: predicate.addn_zero_filter 1.80% : 0.000003s : 11: predicate.arithmetic_simplify 0.98% : 0.000001s : 11: predicate.cast_eliminate 0.69% : 0.000001s : 5: predicate.check_bprop_eliminate 1.04% : 0.000002s : 11: predicate.compare_switch_simplify 1.26% : 0.000002s : 11: predicate.depend_value_elim 0.99% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.15% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.30% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.21% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.38% : 0.000001s : 5: predicate.elim_not_effective 0.74% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.16% : 0.000002s : 11: predicate.environ_add_const_eliminate 0.89% : 0.000001s : 11: predicate.environ_get_add_eliminate 1.01% : 0.000002s : 11: predicate.environ_get_depend_swap 0.96% : 0.000001s : 11: predicate.environ_get_eliminate 0.91% : 0.000001s : 11: predicate.environ_get_set_eliminate 0.29% : 0.000000s : 5: predicate.fold_const_symbol 1.91% : 0.000003s : 10: predicate.get_grad_eliminate 0.48% : 0.000001s : 5: predicate.graph_param_transform 5.78% : 0.000009s : 23: predicate.inline 1.39% : 0.000002s : 10: predicate.inline_without_move 0.50% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.58% : 0.000002s : 10: predicate.less_batch_normalization 1.31% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.80% : 0.000003s : 16: predicate.load_eliminater 2.06% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.48% : 0.000004s : 20: predicate.loop_unroll_before_grad 2.12% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.14% : 0.000002s : 11: predicate.merge_addn 1.10% : 0.000002s : 11: predicate.minmaximum_grad 3.24% : 0.000005s : 5: predicate.mutable_eliminate 0.72% : 0.000001s : 5: predicate.opt_reshape 1.95% : 0.000003s : 16: predicate.partial_eliminate 1.00% : 0.000002s : 11: predicate.print_const_string_wrapper 2.01% : 0.000003s : 11: predicate.reduce_eliminate 1.02% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 1.11% : 0.000002s : 10: predicate.remove_not_recompute_node 1.64% : 0.000002s : 21: predicate.replace_applicator 0.76% : 0.000001s : 10: predicate.replace_old_param 0.70% : 0.000001s : 5: predicate.reset_defer_inline 1.12% : 0.000002s : 11: predicate.reshape_eliminate 1.30% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.30% : 0.000002s : 5: predicate.row_tensor_eliminate 1.43% : 0.000002s : 11: predicate.same_eliminate 0.66% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.32% : 0.000002s : 10: predicate.special_op_eliminate 1.39% : 0.000002s : 10: predicate.specialize_transform 1.20% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.07% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.68% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.63% : 0.000002s : 13: predicate.switch_defer_inline 1.26% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.67% : 0.000009s : 38: predicate.switch_simplify 1.02% : 0.000002s : 11: predicate.tile_eliminate 1.02% : 0.000002s : 11: predicate.transpose_eliminate 1.92% : 0.000003s : 11: predicate.tuple_list_convert_item_index_to_positive 1.27% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.99% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.37% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.48% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.64% : 0.000002s : 16: predicate.updatestate_pure_node_eliminater 3.15% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 2.03% : 0.000003s : 11: predicate.value_based_eliminate 0.44% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.91% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000382 5 6.54% : 0.000025s : 1: func_graph_cloner_run.FuncGraphClonerGraph 93.46% : 0.000357s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.420849 72 0.02% : 0.000083s : 1: add_recomputation 0.04% : 0.000151s : 1: auto_monad 0.01% : 0.000035s : 1: auto_monad_reorder 0.08% : 0.000356s : 1: bootstrap 0.01% : 0.000044s : 1: cconv 0.01% : 0.000021s : 1: convert_after_rewriter 0.01% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.00% : 0.000019s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 54.83% : 0.230760s : 1: jit_opt_a 0.07% : 0.000277s : 1: jit_opt_after_cconv 0.02% : 0.000088s : 1: jit_opt_b 0.14% : 0.000590s : 1: loop_unroll 0.21% : 0.000901s : 1: mutable_eliminate 0.24% : 0.001019s : 26: opt.transform.jit_opt_a 0.02% : 0.000105s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000050s : 4: opt.transform.jit_opt_b 0.01% : 0.000023s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000031s : 1: opt.transform.mutable_eliminate 0.01% : 0.000045s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000061s : 4: opt.transform.symbol_engine_opt 0.17% : 0.000732s : 1: opt_after_jit_grad 0.00% : 0.000011s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.04% : 0.000150s : 1: py_interpret_to_execute 0.01% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000062s : 1: remove_dup_value 0.20% : 0.000845s : 1: renormalize.infer 0.13% : 0.000527s : 1: renormalize.specialize 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.12% : 0.000502s : 1: rewriter_after_opt_a 0.01% : 0.000062s : 1: rewriter_before_opt_a 0.03% : 0.000123s : 1: symbol_engine_optimizer 43.50% : 0.183059s : 1: type_inference TotalTime = 0.807965, [30] [bootstrap]: 0.00034506 [type_inference]: 0.45406 [event_method]: 0.00024268 [auto_monad]: 0.00025554 [graph_reusing]: 8.93002e-06 [pre_auto_parallel]: 3.35998e-06 [py_interpret_to_execute]: 4.785e-05 [rewriter_before_opt_a]: 0.00020284 [expand_dump_flag]: 4.18999e-06 [jit_opt_a]: 0.314764, [4] [Cycle 1]: 0.219267, [27] [switch_simplify]: 0.00019849 [loop_unroll]: 6.155e-05 [a_1]: 0.042098 [with_stream_mark]: 4.684e-05 [recompute_prepare]: 3.401e-05 [updatestate_depend_eliminate]: 1.252e-05 [updatestate_assign_eliminate]: 1.073e-05 [updatestate_loads_eliminate]: 9.33002e-06 [parameter_eliminate]: 3.03e-06 [specialize_transform]: 1.916e-05 [updatestate_useless_node_eliminater]: 2.306e-05 [accelerated_algorithm]: 1.836e-05 [meta_shard_fg_expand]: 8.40001e-06 [get_grad_eliminate_]: 1.787e-05 [merge_forward]: 1.096e-05 [cell_reuse_recompute_pass]: 1.45001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.82e-05 [j_node_and_user_rematch]: 3.446e-05 [meta_fg_expand]: 0.00618772 [replace_old_param]: 0.00012187 [inline_without_move]: 0.00011741 [renormalize]: 0.169186 [add_forward_monad_depend]: 1.909e-05 [auto_monad_grad]: 9.41998e-06 [auto_monad_eliminator]: 0.00011522 [cse]: 0.00030429 [replace_applicator]: 0.00020018 [Cycle 2]: 0.0852001, [27] [switch_simplify]: 8.775e-05 [loop_unroll]: 8.157e-05 [a_1]: 0.0423598 [with_stream_mark]: 4.796e-05 [recompute_prepare]: 3.64e-05 [updatestate_depend_eliminate]: 1.516e-05 [updatestate_assign_eliminate]: 1.551e-05 [updatestate_loads_eliminate]: 1.429e-05 [parameter_eliminate]: 4.4e-06 [specialize_transform]: 2.452e-05 [updatestate_useless_node_eliminater]: 9.611e-05 [accelerated_algorithm]: 0.0205155 [meta_shard_fg_expand]: 1.441e-05 [get_grad_eliminate_]: 2.529e-05 [merge_forward]: 1.622e-05 [cell_reuse_recompute_pass]: 2.69999e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.36e-05 [j_node_and_user_rematch]: 2.487e-05 [meta_fg_expand]: 0.00013808 [replace_old_param]: 2.298e-05 [inline_without_move]: 1.568e-05 [renormalize]: 0.0210037 [add_forward_monad_depend]: 1.408e-05 [auto_monad_grad]: 3.14001e-06 [auto_monad_eliminator]: 4.143e-05 [cse]: 0.00016342 [replace_applicator]: 3.907e-05 [Cycle 3]: 0.00547494, [27] [switch_simplify]: 1.656e-05 [loop_unroll]: 1.492e-05 [a_1]: 0.00036102 [with_stream_mark]: 2.708e-05 [recompute_prepare]: 1.716e-05 [updatestate_depend_eliminate]: 4.201e-05 [updatestate_assign_eliminate]: 7.75e-06 [updatestate_loads_eliminate]: 6.53e-06 [parameter_eliminate]: 2.63e-06 [specialize_transform]: 1.488e-05 [updatestate_useless_node_eliminater]: 1.708e-05 [accelerated_algorithm]: 2.093e-05 [meta_shard_fg_expand]: 3.82998e-06 [get_grad_eliminate_]: 1.312e-05 [merge_forward]: 8.40001e-06 [cell_reuse_recompute_pass]: 3.18e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.33e-05 [j_node_and_user_rematch]: 2.335e-05 [meta_fg_expand]: 5.33002e-06 [replace_old_param]: 1.798e-05 [inline_without_move]: 1.244e-05 [renormalize]: 0.00437668 [add_forward_monad_depend]: 1.2e-05 [auto_monad_grad]: 3.91999e-06 [auto_monad_eliminator]: 3.484e-05 [cse]: 0.00011633 [replace_applicator]: 3.632e-05 [Cycle 4]: 0.00079798, [27] [switch_simplify]: 1.472e-05 [loop_unroll]: 1.245e-05 [a_1]: 0.00029935 [with_stream_mark]: 2.422e-05 [recompute_prepare]: 1.422e-05 [updatestate_depend_eliminate]: 8.38999e-06 [updatestate_assign_eliminate]: 7.55998e-06 [updatestate_loads_eliminate]: 6.44001e-06 [parameter_eliminate]: 2.43e-06 [specialize_transform]: 1.475e-05 [updatestate_useless_node_eliminater]: 1.726e-05 [accelerated_algorithm]: 1.935e-05 [meta_shard_fg_expand]: 3.58e-06 [get_grad_eliminate_]: 1.243e-05 [merge_forward]: 8.69e-06 [cell_reuse_recompute_pass]: 3.18e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.91e-05 [j_node_and_user_rematch]: 2.108e-05 [meta_fg_expand]: 6.01998e-06 [replace_old_param]: 1.696e-05 [inline_without_move]: 1.245e-05 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.66e-06 [auto_monad_grad]: 1.50999e-06 [auto_monad_eliminator]: 2.147e-05 [cse]: 4.645e-05 [replace_applicator]: 1.541e-05 [py_interpret_to_execute_after_opt_a]: 2.829e-05 [rewriter_after_opt_a]: 0.00023973 [convert_after_rewriter]: 1.465e-05 [order_py_execute_after_rewriter]: 9.49999e-06 [mutable_eliminate]: 0.00086254 [jit_opt_b]: 0.00010545, [1] [Cycle 1]: 9.472e-05, [2] [frontend_op_eliminate]: 4.122e-05 [inline_after_opt_a]: 3.788e-05 [cconv]: 3.984e-05 [loop_unroll]: 0.00050507 [jit_opt_after_cconv]: 0.00030947, [1] [Cycle 1]: 0.00030209, [11] [c_1]: 6.946e-05 [parameter_eliminate]: 5.12e-06 [updatestate_depend_eliminate]: 1.499e-05 [updatestate_assign_eliminate]: 7.92e-06 [updatestate_loads_eliminate]: 6.16e-06 [cse]: 7.254e-05 [call_graph_tuple_transform]: 3.492e-05 [tuple_list_get_item_eliminator]: 1.221e-05 [none_parameter_eliminate]: 2.02999e-06 [renormalize]: 4.69998e-07 [switch_simplify]: 1.373e-05 [remove_dup_value]: 6.862e-05 [partial_unused_args_eliminate]: 3.08e-06 [environ_conv]: 1.716e-05 [add_recomputation]: 0.00010509 [cse_after_recomputation]: 4.44e-05, [1] [Cycle 1]: 3.669e-05, [1] [cse]: 2.895e-05 [auto_monad_reorder]: 3.279e-05 [get_jit_bprop_graph]: 2.44001e-06 [rewriter_after_jit_bprop_graph]: 8.27e-06 [opt_after_jit_grad]: 0.00059233 [symbol_engine_optimizer]: 0.00013435, [1] [Cycle 1]: 0.00012663, [6] [build]: 1.705e-05 [elim_shapecalc]: 1.653e-05 [elim_not_effective]: 2.627e-05 [opt_reshape]: 1.374e-05 [fold_const_symbol]: 2.075e-05 [renormalize]: 5.49975e-07 [validate]: 0.00015221 Sums bootstrap : 0.000345s : 0.04% type_inference : 0.454060s : 59.13% event_method : 0.000243s : 0.03% auto_monad : 0.000256s : 0.03% graph_reusing : 0.000009s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000048s : 0.01% rewriter_before_opt_a : 0.000203s : 0.03% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000318s : 0.04% jit_opt_a.loop_unroll : 0.000170s : 0.02% jit_opt_a.a_1 : 0.085118s : 11.08% jit_opt_a.with_stream_mark : 0.000146s : 0.02% jit_opt_a.recompute_prepare : 0.000102s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000078s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000042s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000037s : 0.00% jit_opt_a.parameter_eliminate : 0.000012s : 0.00% jit_opt_a.specialize_transform : 0.000073s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000154s : 0.02% jit_opt_a.accelerated_algorithm : 0.020574s : 2.68% jit_opt_a.meta_shard_fg_expand : 0.000030s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000069s : 0.01% jit_opt_a.merge_forward : 0.000044s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000011s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000144s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000104s : 0.01% jit_opt_a.meta_fg_expand : 0.006337s : 0.83% jit_opt_a.replace_old_param : 0.000180s : 0.02% jit_opt_a.inline_without_move : 0.000158s : 0.02% jit_opt_a.renormalize : 0.194566s : 25.34% jit_opt_a.add_forward_monad_depend : 0.000048s : 0.01% jit_opt_a.auto_monad_grad : 0.000018s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000213s : 0.03% jit_opt_a.cse : 0.000630s : 0.08% jit_opt_a.replace_applicator : 0.000291s : 0.04% py_interpret_to_execute_after_opt_a : 0.000028s : 0.00% rewriter_after_opt_a : 0.000240s : 0.03% convert_after_rewriter : 0.000015s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000863s : 0.11% jit_opt_b.frontend_op_eliminate : 0.000041s : 0.01% jit_opt_b.inline_after_opt_a : 0.000038s : 0.00% cconv : 0.000040s : 0.01% loop_unroll : 0.000505s : 0.07% jit_opt_after_cconv.c_1 : 0.000069s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000073s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000035s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000012s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000014s : 0.00% remove_dup_value : 0.000069s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000017s : 0.00% add_recomputation : 0.000105s : 0.01% cse_after_recomputation.cse : 0.000029s : 0.00% auto_monad_reorder : 0.000033s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000592s : 0.08% symbol_engine_optimizer.build : 0.000017s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000026s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000021s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000152s : 0.02% Time group info: ------[substitution.] 0.080790 291 0.05% : 0.000044s : 12: substitution.depend_value_elim 0.01% : 0.000004s : 7: substitution.elim_not_effective 0.00% : 0.000003s : 7: substitution.fold_const_symbol 0.92% : 0.000744s : 4: substitution.getattr_setattr_resolve 0.01% : 0.000010s : 8: substitution.graph_param_transform 98.39% : 0.079490s : 28: substitution.inline 0.04% : 0.000034s : 4: substitution.inline_without_move 0.03% : 0.000021s : 35: substitution.j_node_and_user_rematch 0.03% : 0.000023s : 3: substitution.less_batch_normalization 0.03% : 0.000021s : 13: substitution.minmaximum_grad 0.02% : 0.000014s : 14: substitution.partial_eliminate 0.04% : 0.000029s : 35: substitution.remove_not_recompute_node 0.07% : 0.000053s : 16: substitution.replace_applicator 0.03% : 0.000022s : 19: substitution.replace_old_param 0.01% : 0.000009s : 2: substitution.set_cell_output_no_recompute 0.02% : 0.000014s : 3: substitution.switch_simplify 0.06% : 0.000045s : 13: substitution.tuple_list_convert_item_index_to_positive 0.04% : 0.000030s : 13: substitution.tuple_list_get_item_depend_reorder 0.12% : 0.000094s : 30: substitution.tuple_list_get_item_eliminator 0.03% : 0.000027s : 9: substitution.updatestate_pure_node_eliminater 0.07% : 0.000060s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.453939 2 99.33% : 0.450900s : 1: type_inference.infer 0.67% : 0.003040s : 1: type_inference.specialize ------[replace.] 0.000784 53 6.85% : 0.000054s : 3: replace.getattr_setattr_resolve 54.77% : 0.000430s : 28: replace.inline 4.06% : 0.000032s : 1: replace.replace_applicator 7.65% : 0.000060s : 3: replace.switch_simplify 20.38% : 0.000160s : 17: replace.tuple_list_get_item_eliminator 6.28% : 0.000049s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.080235 53 0.87% : 0.000696s : 3: match.getattr_setattr_resolve 99.04% : 0.079465s : 28: match.inline 0.01% : 0.000010s : 1: match.replace_applicator 0.02% : 0.000013s : 3: match.switch_simplify 0.04% : 0.000035s : 17: match.tuple_list_get_item_eliminator 0.02% : 0.000016s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000944 5919 1.63% : 0.000015s : 99: predicate.accumulaten_eliminater 0.41% : 0.000004s : 8: predicate.ad_related_special_op_eliminate 1.54% : 0.000015s : 99: predicate.addn_check_dump 1.59% : 0.000015s : 99: predicate.addn_zero_filter 2.27% : 0.000021s : 99: predicate.arithmetic_simplify 1.50% : 0.000014s : 99: predicate.cast_eliminate 0.14% : 0.000001s : 8: predicate.check_bprop_eliminate 1.33% : 0.000013s : 99: predicate.compare_switch_simplify 1.47% : 0.000014s : 99: predicate.depend_value_elim 1.50% : 0.000014s : 99: predicate.dict_get_item_const_eliminator 1.45% : 0.000014s : 99: predicate.dict_get_item_eliminator 1.55% : 0.000015s : 99: predicate.dict_set_item_eliminator 0.28% : 0.000003s : 8: predicate.dumpgradient_eliminate 0.07% : 0.000001s : 8: predicate.elim_not_effective 0.17% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.60% : 0.000015s : 99: predicate.environ_add_const_eliminate 1.61% : 0.000015s : 99: predicate.environ_get_add_eliminate 1.47% : 0.000014s : 99: predicate.environ_get_depend_swap 1.64% : 0.000015s : 99: predicate.environ_get_eliminate 1.54% : 0.000015s : 99: predicate.environ_get_set_eliminate 0.07% : 0.000001s : 8: predicate.fold_const_symbol 0.86% : 0.000008s : 42: predicate.get_grad_eliminate 0.66% : 0.000006s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000001s : 8: predicate.graph_param_transform 4.23% : 0.000040s : 160: predicate.inline 1.94% : 0.000018s : 106: predicate.inline_without_move 0.34% : 0.000003s : 42: predicate.j_node_and_user_rematch 1.37% : 0.000013s : 42: predicate.less_batch_normalization 1.78% : 0.000017s : 116: predicate.list_to_tuple_eliminator_ 1.97% : 0.000019s : 124: predicate.load_eliminater 0.40% : 0.000004s : 8: predicate.loop_unroll_after_grad 2.67% : 0.000025s : 171: predicate.loop_unroll_before_grad 1.61% : 0.000015s : 107: predicate.make_slice_get_slice_eliminator 1.44% : 0.000014s : 99: predicate.merge_addn 1.65% : 0.000016s : 99: predicate.minmaximum_grad 0.59% : 0.000006s : 8: predicate.mutable_eliminate 0.20% : 0.000002s : 8: predicate.opt_reshape 2.21% : 0.000021s : 124: predicate.partial_eliminate 1.55% : 0.000015s : 99: predicate.print_const_string_wrapper 1.97% : 0.000019s : 99: predicate.reduce_eliminate 1.78% : 0.000017s : 116: predicate.redundant_stop_gradient_eliminater 0.47% : 0.000004s : 42: predicate.remove_not_recompute_node 2.57% : 0.000024s : 236: predicate.replace_applicator 0.95% : 0.000009s : 106: predicate.replace_old_param 0.09% : 0.000001s : 8: predicate.reset_defer_inline 1.60% : 0.000015s : 99: predicate.reshape_eliminate 1.44% : 0.000014s : 99: predicate.row_tensor_add_zeros_like 0.24% : 0.000002s : 8: predicate.row_tensor_eliminate 1.52% : 0.000014s : 99: predicate.same_eliminate 0.45% : 0.000004s : 52: predicate.set_cell_output_no_recompute 0.34% : 0.000003s : 16: predicate.special_op_eliminate 1.06% : 0.000010s : 50: predicate.specialize_transform 1.80% : 0.000017s : 99: predicate.split_environ_get_set_with_tuple_value 1.43% : 0.000014s : 99: predicate.stack_unstack_eliminate 0.15% : 0.000001s : 8: predicate.switch_call_monad_eliminater 3.34% : 0.000031s : 144: predicate.switch_defer_inline 2.36% : 0.000022s : 144: predicate.switch_layer_defer_inline 5.51% : 0.000052s : 329: predicate.switch_simplify 1.55% : 0.000015s : 99: predicate.tile_eliminate 1.45% : 0.000014s : 99: predicate.transpose_eliminate 1.73% : 0.000016s : 99: predicate.tuple_list_convert_item_index_to_positive 1.69% : 0.000016s : 99: predicate.tuple_list_get_item_depend_reorder 3.41% : 0.000032s : 132: predicate.tuple_list_get_item_eliminator 1.84% : 0.000017s : 99: predicate.tuple_list_set_item_eliminator 1.72% : 0.000016s : 116: predicate.tuple_to_list_eliminator_ 2.03% : 0.000019s : 124: predicate.updatestate_pure_node_eliminater 2.83% : 0.000027s : 168: predicate.updatestate_useless_node_eliminater 1.97% : 0.000019s : 99: predicate.value_based_eliminate 0.13% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.22% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005024 58 52.18% : 0.002622s : 22: func_graph_cloner_run.FuncGraphClonerGraph 7.94% : 0.000399s : 7: func_graph_cloner_run.FuncGraphClonerNode 39.88% : 0.002004s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.076335 104 0.01% : 0.000109s : 1: add_recomputation 0.02% : 0.000264s : 1: auto_monad 0.00% : 0.000036s : 1: auto_monad_reorder 0.03% : 0.000366s : 1: bootstrap 0.00% : 0.000043s : 1: cconv 0.00% : 0.000020s : 1: convert_after_rewriter 0.00% : 0.000047s : 1: cse_after_recomputation 0.00% : 0.000020s : 1: environ_conv 0.02% : 0.000253s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000012s : 1: graph_reusing 29.24% : 0.314770s : 1: jit_opt_a 0.03% : 0.000312s : 1: jit_opt_after_cconv 0.01% : 0.000109s : 1: jit_opt_b 0.05% : 0.000515s : 1: loop_unroll 0.08% : 0.000878s : 1: mutable_eliminate 9.97% : 0.107354s : 52: opt.transform.jit_opt_a 0.01% : 0.000126s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000071s : 4: opt.transform.jit_opt_b 0.00% : 0.000022s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000045s : 1: opt.transform.mutable_eliminate 0.00% : 0.000047s : 1: opt.transform.opt_after_jit_grad 0.08% : 0.000856s : 2: opt.transform.opt_resolve 0.01% : 0.000073s : 4: opt.transform.symbol_engine_opt 0.06% : 0.000604s : 1: opt_after_jit_grad 0.00% : 0.000013s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.00% : 0.000051s : 1: py_interpret_to_execute 0.00% : 0.000032s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000072s : 1: remove_dup_value 17.59% : 0.189345s : 3: renormalize.infer 0.48% : 0.005156s : 3: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000247s : 1: rewriter_after_opt_a 0.02% : 0.000207s : 1: rewriter_before_opt_a 0.01% : 0.000137s : 1: symbol_engine_optimizer 42.19% : 0.454091s : 1: type_inference . [hook] pytest_runtest_teardown:test_select_dynamic_shape_advanced[True-KBK] tests/st/mint/test_select.py::test_select_dynamic_shape_advanced[True-KBK],max_mem:4.0M =============================== warnings summary =============================== ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222: DeprecationWarning: invalid escape sequence \B """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143: DeprecationWarning: invalid escape sequence \c """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170: DeprecationWarning: invalid escape sequence \c """ ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perlayer") -- Docs: https://docs.pytest.org/en/stable/warnings.html ================== 4 passed, 25 warnings in 268.28s (0:04:28) ==================