==================================================Ascend ============================= test session starts ============================== platform linux -- Python 3.9.19, pytest-6.2.5, py-1.11.0, pluggy-1.5.0 rootdir: /home/jenkins/mindspore/testcases/testcases/tests/st/mint, configfile: ../../../../../../sault/virtual_test/virtualenv_006/sault/config/pytest.ini plugins: mock-3.14.0, hydra-core-1.3.2, forked-1.6.0, anyio-4.9.0, xdist-1.32.0 collected 4 items test_reshape.py . [hook] pytest_runtest_teardown:test_reshape_dynamic_shape_advanced[False-pynative] tests/st/mint/test_reshape.py::test_reshape_dynamic_shape_advanced[False-pynative],max_mem:2.0M [WARNING] PARSER(168244,ffff8a8aef30,python3.9):2026-01-29-17:41:49.616.914 [mindspore/ccsrc/frontend/jit/ps/parse/data_converter.cc:661] CheckAPI] The mint interface reshape was called, and the operators under this interface have different view capabilities on pynative and graph mode. Use this interface with caution in graph mode, as it may produce unexpected results. For more information, please refer to: https://www.mindspore.cn/docs/en/master/features/view.html TotalTime = 1.87798, [30] [bootstrap]: 0.00098642 [type_inference]: 1.70789 [event_method]: 2.51e-05 [auto_monad]: 0.00030744 [graph_reusing]: 7.05998e-06 [pre_auto_parallel]: 1.389e-05 [py_interpret_to_execute]: 0.0005569 [rewriter_before_opt_a]: 0.00017367 [expand_dump_flag]: 4.08999e-06 [jit_opt_a]: 0.164345, [2] [Cycle 1]: 0.00421744, [27] [switch_simplify]: 0.0001124 [loop_unroll]: 3.269e-05 [a_1]: 0.00065858 [with_stream_mark]: 3.327e-05 [recompute_prepare]: 1.049e-05 [updatestate_depend_eliminate]: 5.77999e-06 [updatestate_assign_eliminate]: 4.22e-06 [updatestate_loads_eliminate]: 3.21001e-06 [parameter_eliminate]: 2.24001e-06 [specialize_transform]: 7.68001e-06 [updatestate_useless_node_eliminater]: 6.49999e-06 [accelerated_algorithm]: 7.48999e-06 [meta_shard_fg_expand]: 2.49999e-06 [get_grad_eliminate_]: 7.93999e-06 [merge_forward]: 4.42998e-06 [cell_reuse_recompute_pass]: 1.39e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.423e-05 [j_node_and_user_rematch]: 1.04e-05 [meta_fg_expand]: 2.86999e-06 [replace_old_param]: 1.177e-05 [inline_without_move]: 6.81001e-06 [renormalize]: 0.00254068 [add_forward_monad_depend]: 1.726e-05 [auto_monad_grad]: 2.92002e-06 [auto_monad_eliminator]: 2.015e-05 [cse]: 3.495e-05 [replace_applicator]: 0.00037271 [Cycle 2]: 0.14988, [27] [switch_simplify]: 8.89e-06 [loop_unroll]: 7.36001e-06 [a_1]: 0.00015787 [with_stream_mark]: 1.871e-05 [recompute_prepare]: 6.53003e-06 [updatestate_depend_eliminate]: 3.7e-06 [updatestate_assign_eliminate]: 3.53999e-06 [updatestate_loads_eliminate]: 2.69999e-06 [parameter_eliminate]: 2.51e-06 [specialize_transform]: 6.41e-06 [updatestate_useless_node_eliminater]: 6.51e-06 [accelerated_algorithm]: 7.03998e-06 [meta_shard_fg_expand]: 1.16e-05 [get_grad_eliminate_]: 4.474e-05 [merge_forward]: 1.714e-05 [cell_reuse_recompute_pass]: 4.47e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.326e-05 [j_node_and_user_rematch]: 1.303e-05 [meta_fg_expand]: 3.40998e-06 [replace_old_param]: 1.514e-05 [inline_without_move]: 7.48999e-06 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 1.117e-05 [auto_monad_grad]: 4.33999e-06 [auto_monad_eliminator]: 2.501e-05 [cse]: 4.794e-05 [replace_applicator]: 7.41999e-06 [py_interpret_to_execute_after_opt_a]: 2.454e-05 [rewriter_after_opt_a]: 0.00020593 [convert_after_rewriter]: 3.544e-05 [order_py_execute_after_rewriter]: 6.49001e-06 [mutable_eliminate]: 0.00087981 [jit_opt_b]: 7.042e-05, [1] [Cycle 1]: 5.852e-05, [2] [frontend_op_eliminate]: 2.243e-05 [inline_after_opt_a]: 2.166e-05 [cconv]: 0.00010868 [loop_unroll]: 0.00050035 [jit_opt_after_cconv]: 0.00026851, [1] [Cycle 1]: 0.00026032, [11] [c_1]: 2.899e-05 [parameter_eliminate]: 5.09e-06 [updatestate_depend_eliminate]: 1.227e-05 [updatestate_assign_eliminate]: 3.96001e-06 [updatestate_loads_eliminate]: 3.37002e-06 [cse]: 3.957e-05 [call_graph_tuple_transform]: 2.938e-05 [tuple_list_get_item_eliminator]: 7.35e-06 [none_parameter_eliminate]: 1.84e-06 [renormalize]: 6.79982e-07 [switch_simplify]: 7.45e-06 [remove_dup_value]: 2.079e-05 [partial_unused_args_eliminate]: 2.48002e-06 [environ_conv]: 2.913e-05 [add_recomputation]: 6.874e-05 [cse_after_recomputation]: 3.004e-05, [1] [Cycle 1]: 2.273e-05, [1] [cse]: 1.477e-05 [auto_monad_reorder]: 2.622e-05 [get_jit_bprop_graph]: 3.09999e-06 [rewriter_after_jit_bprop_graph]: 0.00019816 [opt_after_jit_grad]: 0.00054971 [symbol_engine_optimizer]: 9.259e-05, [1] [Cycle 1]: 8.5e-05, [6] [build]: 5.99999e-06 [elim_shapecalc]: 9.43002e-06 [elim_not_effective]: 1.606e-05 [opt_reshape]: 1.137e-05 [fold_const_symbol]: 1.003e-05 [renormalize]: 6.59988e-07 [validate]: 0.00014034 Sums bootstrap : 0.000986s : 0.06% type_inference : 1.707885s : 99.44% event_method : 0.000025s : 0.00% auto_monad : 0.000307s : 0.02% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000014s : 0.00% py_interpret_to_execute : 0.000557s : 0.03% rewriter_before_opt_a : 0.000174s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000121s : 0.01% jit_opt_a.loop_unroll : 0.000040s : 0.00% jit_opt_a.a_1 : 0.000816s : 0.05% jit_opt_a.with_stream_mark : 0.000052s : 0.00% jit_opt_a.recompute_prepare : 0.000017s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000015s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000014s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000053s : 0.00% jit_opt_a.merge_forward : 0.000022s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000067s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000023s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000027s : 0.00% jit_opt_a.inline_without_move : 0.000014s : 0.00% jit_opt_a.renormalize : 0.002541s : 0.15% jit_opt_a.add_forward_monad_depend : 0.000028s : 0.00% jit_opt_a.auto_monad_grad : 0.000007s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000045s : 0.00% jit_opt_a.cse : 0.000083s : 0.00% jit_opt_a.replace_applicator : 0.000380s : 0.02% py_interpret_to_execute_after_opt_a : 0.000025s : 0.00% rewriter_after_opt_a : 0.000206s : 0.01% convert_after_rewriter : 0.000035s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000880s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000022s : 0.00% jit_opt_b.inline_after_opt_a : 0.000022s : 0.00% cconv : 0.000109s : 0.01% loop_unroll : 0.000500s : 0.03% jit_opt_after_cconv.c_1 : 0.000029s : 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 : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000040s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000029s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000021s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000029s : 0.00% add_recomputation : 0.000069s : 0.00% cse_after_recomputation.cse : 0.000015s : 0.00% auto_monad_reorder : 0.000026s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000198s : 0.01% opt_after_jit_grad : 0.000550s : 0.03% symbol_engine_optimizer.build : 0.000006s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000010s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000140s : 0.01% Time group info: ------[substitution.] 0.000289 28 0.82% : 0.000002s : 2: substitution.elim_not_effective 0.45% : 0.000001s : 2: substitution.fold_const_symbol 2.46% : 0.000007s : 4: substitution.graph_param_transform 71.87% : 0.000208s : 5: substitution.inline 1.64% : 0.000005s : 4: substitution.j_node_and_user_rematch 0.67% : 0.000002s : 1: substitution.opt_reshape 6.51% : 0.000019s : 4: substitution.remove_not_recompute_node 3.59% : 0.000010s : 2: substitution.replace_old_param 8.99% : 0.000026s : 3: substitution.reshape_eliminate 3.00% : 0.000009s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.707744 2 89.57% : 1.529543s : 1: type_inference.infer 10.43% : 0.178201s : 1: type_inference.specialize ------[replace.] 0.000065 6 84.89% : 0.000055s : 5: replace.inline 15.11% : 0.000010s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000212 6 96.30% : 0.000204s : 5: match.inline 3.70% : 0.000008s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000172 867 1.37% : 0.000002s : 13: predicate.accumulaten_eliminater 0.93% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.05% : 0.000002s : 13: predicate.addn_check_dump 1.35% : 0.000002s : 13: predicate.addn_zero_filter 1.89% : 0.000003s : 13: predicate.arithmetic_simplify 1.35% : 0.000002s : 13: predicate.cast_eliminate 0.35% : 0.000001s : 4: predicate.check_bprop_eliminate 1.04% : 0.000002s : 13: predicate.compare_switch_simplify 1.19% : 0.000002s : 13: predicate.depend_value_elim 1.14% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.01% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.36% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.75% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.29% : 0.000001s : 4: predicate.elim_not_effective 0.55% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 0.98% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.24% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.01% : 0.000002s : 13: predicate.environ_get_depend_swap 1.21% : 0.000002s : 13: predicate.environ_get_eliminate 1.10% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.23% : 0.000000s : 4: predicate.fold_const_symbol 1.34% : 0.000002s : 8: predicate.get_grad_eliminate 0.34% : 0.000001s : 4: predicate.graph_param_transform 5.47% : 0.000009s : 27: predicate.inline 1.39% : 0.000002s : 8: predicate.inline_without_move 0.39% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.08% : 0.000002s : 8: predicate.less_batch_normalization 1.47% : 0.000003s : 14: predicate.list_to_tuple_eliminator_ 1.65% : 0.000003s : 18: predicate.load_eliminater 1.54% : 0.000003s : 4: predicate.loop_unroll_after_grad 3.40% : 0.000006s : 37: predicate.loop_unroll_before_grad 1.92% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.12% : 0.000002s : 13: predicate.merge_addn 1.06% : 0.000002s : 13: predicate.minmaximum_grad 2.34% : 0.000004s : 4: predicate.mutable_eliminate 0.90% : 0.000002s : 4: predicate.opt_reshape 1.79% : 0.000003s : 18: predicate.partial_eliminate 1.20% : 0.000002s : 13: predicate.print_const_string_wrapper 1.72% : 0.000003s : 13: predicate.reduce_eliminate 1.50% : 0.000003s : 14: predicate.redundant_stop_gradient_eliminater 0.88% : 0.000002s : 8: predicate.remove_not_recompute_node 3.81% : 0.000007s : 22: predicate.replace_applicator 0.61% : 0.000001s : 8: predicate.replace_old_param 0.58% : 0.000001s : 4: predicate.reset_defer_inline 1.71% : 0.000003s : 13: predicate.reshape_eliminate 1.38% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.97% : 0.000002s : 4: predicate.row_tensor_eliminate 1.18% : 0.000002s : 13: predicate.same_eliminate 0.54% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.96% : 0.000002s : 8: predicate.special_op_eliminate 0.93% : 0.000002s : 8: predicate.specialize_transform 1.45% : 0.000002s : 13: predicate.split_environ_get_set_with_tuple_value 1.38% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.47% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.00% : 0.000003s : 19: predicate.switch_defer_inline 1.79% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.23% : 0.000012s : 60: predicate.switch_simplify 1.30% : 0.000002s : 13: predicate.tile_eliminate 1.46% : 0.000003s : 13: predicate.transpose_eliminate 1.52% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.23% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.55% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.62% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.50% : 0.000003s : 14: predicate.tuple_to_list_eliminator_ 1.67% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.87% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.50% : 0.000003s : 13: predicate.value_based_eliminate 0.26% : 0.000000s : 4: predicate.virtual_view_grad_eliminate 0.58% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003131 23 76.30% : 0.002389s : 16: func_graph_cloner_run.FuncGraphClonerGraph 23.70% : 0.000742s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.881875 72 0.00% : 0.000072s : 1: add_recomputation 0.02% : 0.000315s : 1: auto_monad 0.00% : 0.000030s : 1: auto_monad_reorder 0.05% : 0.001016s : 1: bootstrap 0.01% : 0.000112s : 1: cconv 0.00% : 0.000039s : 1: convert_after_rewriter 0.00% : 0.000032s : 1: cse_after_recomputation 0.00% : 0.000032s : 1: environ_conv 0.00% : 0.000032s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 8.73% : 0.164351s : 1: jit_opt_a 0.01% : 0.000272s : 1: jit_opt_after_cconv 0.00% : 0.000074s : 1: jit_opt_b 0.03% : 0.000511s : 1: loop_unroll 0.05% : 0.000898s : 1: mutable_eliminate 0.08% : 0.001509s : 26: opt.transform.jit_opt_a 0.00% : 0.000069s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000036s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000023s : 1: opt.transform.mutable_eliminate 0.00% : 0.000027s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000043s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000559s : 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% : 0.000016s : 1: pre_auto_parallel 0.03% : 0.000567s : 1: py_interpret_to_execute 0.00% : 0.000027s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000024s : 1: remove_dup_value 0.09% : 0.001612s : 1: renormalize.infer 0.05% : 0.000916s : 1: renormalize.specialize 0.01% : 0.000203s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000213s : 1: rewriter_after_opt_a 0.01% : 0.000180s : 1: rewriter_before_opt_a 0.01% : 0.000095s : 1: symbol_engine_optimizer 90.76% : 1.707917s : 1: type_inference TotalTime = 1.64723, [30] [bootstrap]: 0.00064495 [type_inference]: 1.26807 [event_method]: 0.00041382 [auto_monad]: 0.00023521 [graph_reusing]: 1.202e-05 [pre_auto_parallel]: 3.9e-06 [py_interpret_to_execute]: 7.772e-05 [rewriter_before_opt_a]: 0.00018109 [expand_dump_flag]: 4.65999e-06 [jit_opt_a]: 0.374452, [2] [Cycle 1]: 0.362153, [27] [switch_simplify]: 0.0002679 [loop_unroll]: 8.327e-05 [a_1]: 0.187075 [with_stream_mark]: 4.819e-05 [recompute_prepare]: 3.785e-05 [updatestate_depend_eliminate]: 1.127e-05 [updatestate_assign_eliminate]: 7.4e-06 [updatestate_loads_eliminate]: 6.84001e-06 [parameter_eliminate]: 4.12e-06 [specialize_transform]: 2.06e-05 [updatestate_useless_node_eliminater]: 1.454e-05 [accelerated_algorithm]: 1.673e-05 [meta_shard_fg_expand]: 8.92e-06 [get_grad_eliminate_]: 1.578e-05 [merge_forward]: 1.198e-05 [cell_reuse_recompute_pass]: 1.81998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.727e-05 [j_node_and_user_rematch]: 3.119e-05 [meta_fg_expand]: 0.00322102 [replace_old_param]: 9.198e-05 [inline_without_move]: 7.816e-05 [renormalize]: 0.170584 [add_forward_monad_depend]: 1.919e-05 [auto_monad_grad]: 3.33998e-06 [auto_monad_eliminator]: 2.171e-05 [cse]: 3.571e-05 [replace_applicator]: 2.565e-05 [Cycle 2]: 0.0005925, [27] [switch_simplify]: 7.04001e-06 [loop_unroll]: 5.20001e-06 [a_1]: 6.518e-05 [with_stream_mark]: 1.82e-05 [recompute_prepare]: 4.75001e-06 [updatestate_depend_eliminate]: 3.4e-06 [updatestate_assign_eliminate]: 3.21001e-06 [updatestate_loads_eliminate]: 2.44001e-06 [parameter_eliminate]: 1.89999e-06 [specialize_transform]: 3.86999e-06 [updatestate_useless_node_eliminater]: 3.7e-06 [accelerated_algorithm]: 3.98999e-06 [meta_shard_fg_expand]: 2.83998e-06 [get_grad_eliminate_]: 3.73001e-06 [merge_forward]: 4.02998e-06 [cell_reuse_recompute_pass]: 4e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.057e-05 [j_node_and_user_rematch]: 7.5e-06 [meta_fg_expand]: 0.00018649 [replace_old_param]: 9.31e-06 [inline_without_move]: 4.27e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.61e-06 [auto_monad_grad]: 1.69e-06 [auto_monad_eliminator]: 7.48e-06 [cse]: 7.377e-05 [replace_applicator]: 5.22999e-06 [py_interpret_to_execute_after_opt_a]: 1.943e-05 [rewriter_after_opt_a]: 0.00055524 [convert_after_rewriter]: 1.68e-05 [order_py_execute_after_rewriter]: 5.50001e-06 [mutable_eliminate]: 0.00083582 [jit_opt_b]: 5.246e-05, [1] [Cycle 1]: 4.224e-05, [2] [frontend_op_eliminate]: 1.34e-05 [inline_after_opt_a]: 1.596e-05 [cconv]: 3.927e-05 [loop_unroll]: 0.00048589 [jit_opt_after_cconv]: 0.00015237, [1] [Cycle 1]: 0.00014553, [11] [c_1]: 1.527e-05 [parameter_eliminate]: 4.27e-06 [updatestate_depend_eliminate]: 5.71998e-06 [updatestate_assign_eliminate]: 2.67001e-06 [updatestate_loads_eliminate]: 2.26998e-06 [cse]: 3.337e-05 [call_graph_tuple_transform]: 1.676e-05 [tuple_list_get_item_eliminator]: 4.43999e-06 [none_parameter_eliminate]: 1.44003e-06 [renormalize]: 7.09988e-07 [switch_simplify]: 5.12e-06 [remove_dup_value]: 1.543e-05 [partial_unused_args_eliminate]: 2.51e-06 [environ_conv]: 5.97999e-06 [add_recomputation]: 4.258e-05 [cse_after_recomputation]: 2.147e-05, [1] [Cycle 1]: 1.553e-05, [1] [cse]: 9.05999e-06 [auto_monad_reorder]: 1.477e-05 [get_jit_bprop_graph]: 2.64999e-06 [rewriter_after_jit_bprop_graph]: 7.1e-06 [opt_after_jit_grad]: 0.00049653 [symbol_engine_optimizer]: 7.281e-05, [1] [Cycle 1]: 6.589e-05, [6] [build]: 3.85e-06 [elim_shapecalc]: 6.83e-06 [elim_not_effective]: 1.256e-05 [opt_reshape]: 5.20001e-06 [fold_const_symbol]: 7.03e-06 [renormalize]: 5.09986e-07 [validate]: 3.771e-05 Sums bootstrap : 0.000645s : 0.04% type_inference : 1.268069s : 77.58% event_method : 0.000414s : 0.03% auto_monad : 0.000235s : 0.01% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000078s : 0.00% rewriter_before_opt_a : 0.000181s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000275s : 0.02% jit_opt_a.loop_unroll : 0.000088s : 0.01% jit_opt_a.a_1 : 0.187140s : 11.45% jit_opt_a.with_stream_mark : 0.000066s : 0.00% jit_opt_a.recompute_prepare : 0.000043s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000024s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000018s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000012s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000016s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000058s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000039s : 0.00% jit_opt_a.meta_fg_expand : 0.003408s : 0.21% jit_opt_a.replace_old_param : 0.000101s : 0.01% jit_opt_a.inline_without_move : 0.000082s : 0.01% jit_opt_a.renormalize : 0.170584s : 10.44% jit_opt_a.add_forward_monad_depend : 0.000022s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000029s : 0.00% jit_opt_a.cse : 0.000109s : 0.01% jit_opt_a.replace_applicator : 0.000031s : 0.00% py_interpret_to_execute_after_opt_a : 0.000019s : 0.00% rewriter_after_opt_a : 0.000555s : 0.03% convert_after_rewriter : 0.000017s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000836s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000013s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000039s : 0.00% loop_unroll : 0.000486s : 0.03% jit_opt_after_cconv.c_1 : 0.000015s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000033s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000017s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000004s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000015s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000043s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000497s : 0.03% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000013s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000038s : 0.00% Time group info: ------[substitution.] 0.000699 69 0.28% : 0.000002s : 1: substitution.elim_not_effective 0.15% : 0.000001s : 1: substitution.fold_const_symbol 0.68% : 0.000005s : 1: substitution.graph_param_transform 76.38% : 0.000534s : 14: substitution.inline 4.43% : 0.000031s : 2: substitution.inline_without_move 1.35% : 0.000009s : 9: substitution.j_node_and_user_rematch 0.78% : 0.000005s : 2: substitution.minmaximum_grad 2.41% : 0.000017s : 9: substitution.partial_eliminate 1.42% : 0.000010s : 9: substitution.remove_not_recompute_node 0.66% : 0.000005s : 1: substitution.replace_applicator 1.16% : 0.000008s : 7: substitution.replace_old_param 1.98% : 0.000014s : 2: substitution.reshape_eliminate 0.76% : 0.000005s : 1: substitution.set_cell_output_no_recompute 2.32% : 0.000016s : 3: substitution.switch_simplify 1.34% : 0.000009s : 2: substitution.tuple_list_convert_item_index_to_positive 0.99% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 2.90% : 0.000020s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.267898 2 99.68% : 1.263856s : 1: type_inference.infer 0.32% : 0.004042s : 1: type_inference.specialize ------[replace.] 0.000270 18 63.38% : 0.000171s : 14: replace.inline 31.93% : 0.000086s : 3: replace.switch_simplify 4.70% : 0.000013s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000542 18 96.57% : 0.000524s : 14: match.inline 2.65% : 0.000014s : 3: match.switch_simplify 0.77% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000309 1710 1.66% : 0.000005s : 29: predicate.accumulaten_eliminater 0.49% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.40% : 0.000004s : 29: predicate.addn_check_dump 1.51% : 0.000005s : 29: predicate.addn_zero_filter 2.22% : 0.000007s : 29: predicate.arithmetic_simplify 1.51% : 0.000005s : 29: predicate.cast_eliminate 0.12% : 0.000000s : 1: predicate.check_bprop_eliminate 1.22% : 0.000004s : 29: predicate.compare_switch_simplify 1.35% : 0.000004s : 29: predicate.depend_value_elim 1.28% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.74% : 0.000005s : 29: predicate.dict_get_item_eliminator 1.51% : 0.000005s : 29: predicate.dict_set_item_eliminator 0.22% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.13% : 0.000000s : 1: predicate.elim_not_effective 0.18% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.53% : 0.000005s : 29: predicate.environ_add_const_eliminate 1.39% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.27% : 0.000004s : 29: predicate.environ_get_depend_swap 1.44% : 0.000004s : 29: predicate.environ_get_eliminate 1.29% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.07% : 0.000000s : 1: predicate.fold_const_symbol 0.77% : 0.000002s : 14: predicate.get_grad_eliminate 0.09% : 0.000000s : 1: predicate.graph_param_transform 6.10% : 0.000019s : 46: predicate.inline 2.32% : 0.000007s : 38: predicate.inline_without_move 0.36% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.01% : 0.000003s : 14: predicate.less_batch_normalization 1.62% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.73% : 0.000005s : 31: predicate.load_eliminater 0.47% : 0.000001s : 1: predicate.loop_unroll_after_grad 3.63% : 0.000011s : 78: predicate.loop_unroll_before_grad 1.69% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.46% : 0.000005s : 29: predicate.merge_addn 1.29% : 0.000004s : 29: predicate.minmaximum_grad 0.67% : 0.000002s : 1: predicate.mutable_eliminate 0.24% : 0.000001s : 1: predicate.opt_reshape 1.90% : 0.000006s : 31: predicate.partial_eliminate 1.24% : 0.000004s : 29: predicate.print_const_string_wrapper 1.81% : 0.000006s : 29: predicate.reduce_eliminate 1.44% : 0.000004s : 30: predicate.redundant_stop_gradient_eliminater 0.59% : 0.000002s : 14: predicate.remove_not_recompute_node 1.37% : 0.000004s : 32: predicate.replace_applicator 1.47% : 0.000005s : 38: predicate.replace_old_param 0.20% : 0.000001s : 1: predicate.reset_defer_inline 1.70% : 0.000005s : 29: predicate.reshape_eliminate 1.78% : 0.000006s : 29: predicate.row_tensor_add_zeros_like 0.36% : 0.000001s : 1: predicate.row_tensor_eliminate 1.38% : 0.000004s : 29: predicate.same_eliminate 0.52% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.21% : 0.000001s : 2: predicate.special_op_eliminate 0.89% : 0.000003s : 14: predicate.specialize_transform 1.79% : 0.000006s : 29: predicate.split_environ_get_set_with_tuple_value 1.35% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.17% : 0.000001s : 1: predicate.switch_call_monad_eliminater 4.07% : 0.000013s : 44: predicate.switch_defer_inline 2.55% : 0.000008s : 44: predicate.switch_layer_defer_inline 7.64% : 0.000024s : 129: predicate.switch_simplify 1.33% : 0.000004s : 29: predicate.tile_eliminate 1.47% : 0.000005s : 29: predicate.transpose_eliminate 1.50% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 2.22% : 0.000007s : 29: predicate.tuple_list_get_item_depend_reorder 3.09% : 0.000010s : 32: predicate.tuple_list_get_item_eliminator 1.65% : 0.000005s : 29: predicate.tuple_list_set_item_eliminator 1.50% : 0.000005s : 30: predicate.tuple_to_list_eliminator_ 1.48% : 0.000005s : 31: predicate.updatestate_pure_node_eliminater 2.46% : 0.000008s : 45: predicate.updatestate_useless_node_eliminater 1.72% : 0.000005s : 29: predicate.value_based_eliminate 0.05% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.16% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004914 47 85.55% : 0.004204s : 30: func_graph_cloner_run.FuncGraphClonerGraph 14.45% : 0.000710s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.005711 72 0.00% : 0.000045s : 1: add_recomputation 0.01% : 0.000247s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.03% : 0.000670s : 1: bootstrap 0.00% : 0.000042s : 1: cconv 0.00% : 0.000021s : 1: convert_after_rewriter 0.00% : 0.000024s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.02% : 0.000427s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 18.67% : 0.374456s : 1: jit_opt_a 0.01% : 0.000156s : 1: jit_opt_after_cconv 0.00% : 0.000055s : 1: jit_opt_b 0.02% : 0.000496s : 1: loop_unroll 0.04% : 0.000848s : 1: mutable_eliminate 9.37% : 0.187888s : 26: opt.transform.jit_opt_a 0.00% : 0.000037s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000019s : 1: opt.transform.mutable_eliminate 0.00% : 0.000018s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000507s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000082s : 1: py_interpret_to_execute 0.00% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 8.46% : 0.169735s : 1: renormalize.infer 0.04% : 0.000834s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000566s : 1: rewriter_after_opt_a 0.01% : 0.000185s : 1: rewriter_before_opt_a 0.00% : 0.000076s : 1: symbol_engine_optimizer 63.22% : 1.268096s : 1: type_inference TotalTime = 0.769896, [30] [bootstrap]: 0.00033267 [type_inference]: 0.757741 [event_method]: 2.266e-05 [auto_monad]: 8.189e-05 [graph_reusing]: 6.58e-06 [pre_auto_parallel]: 2.87002e-06 [py_interpret_to_execute]: 0.00034586 [rewriter_before_opt_a]: 8.348e-05 [expand_dump_flag]: 4.47e-06 [jit_opt_a]: 0.00823985, [2] [Cycle 1]: 0.00369831, [27] [switch_simplify]: 6.519e-05 [loop_unroll]: 3.242e-05 [a_1]: 0.00065419 [with_stream_mark]: 2.698e-05 [recompute_prepare]: 1.127e-05 [updatestate_depend_eliminate]: 4.92e-06 [updatestate_assign_eliminate]: 3.18998e-06 [updatestate_loads_eliminate]: 3.07002e-06 [parameter_eliminate]: 1.86e-06 [specialize_transform]: 8.35001e-06 [updatestate_useless_node_eliminater]: 6.46999e-06 [accelerated_algorithm]: 7.36999e-06 [meta_shard_fg_expand]: 2.83e-06 [get_grad_eliminate_]: 6.47001e-06 [merge_forward]: 4.3e-06 [cell_reuse_recompute_pass]: 1.80001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.745e-05 [j_node_and_user_rematch]: 1.052e-05 [meta_fg_expand]: 2.44001e-06 [replace_old_param]: 1.184e-05 [inline_without_move]: 6.81999e-06 [renormalize]: 0.00246563 [add_forward_monad_depend]: 1.083e-05 [auto_monad_grad]: 2.98e-06 [auto_monad_eliminator]: 2.197e-05 [cse]: 3.813e-05 [replace_applicator]: 2.586e-05 [Cycle 2]: 0.00047521, [27] [switch_simplify]: 7.62002e-06 [loop_unroll]: 6.96999e-06 [a_1]: 0.00015517 [with_stream_mark]: 1.793e-05 [recompute_prepare]: 7.36999e-06 [updatestate_depend_eliminate]: 5.04998e-06 [updatestate_assign_eliminate]: 3.45003e-06 [updatestate_loads_eliminate]: 2.88e-06 [parameter_eliminate]: 1.79e-06 [specialize_transform]: 6.53e-06 [updatestate_useless_node_eliminater]: 6.94001e-06 [accelerated_algorithm]: 6.63e-06 [meta_shard_fg_expand]: 2.51e-06 [get_grad_eliminate_]: 6.27001e-06 [merge_forward]: 4.68999e-06 [cell_reuse_recompute_pass]: 3.79002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.732e-05 [j_node_and_user_rematch]: 1.035e-05 [meta_fg_expand]: 2.48e-06 [replace_old_param]: 1.128e-05 [inline_without_move]: 6.76e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.97999e-06 [auto_monad_grad]: 1.37e-06 [auto_monad_eliminator]: 8.12e-06 [cse]: 1.709e-05 [replace_applicator]: 8.32e-06 [py_interpret_to_execute_after_opt_a]: 1.958e-05 [rewriter_after_opt_a]: 4.661e-05 [convert_after_rewriter]: 7.40998e-06 [order_py_execute_after_rewriter]: 5.39e-06 [mutable_eliminate]: 0.00088258 [jit_opt_b]: 7.65e-05, [1] [Cycle 1]: 6.334e-05, [2] [frontend_op_eliminate]: 2.306e-05 [inline_after_opt_a]: 2.259e-05 [cconv]: 4.312e-05 [loop_unroll]: 0.00055145 [jit_opt_after_cconv]: 0.00020296, [1] [Cycle 1]: 0.00019421, [11] [c_1]: 2.953e-05 [parameter_eliminate]: 4.52998e-06 [updatestate_depend_eliminate]: 1.276e-05 [updatestate_assign_eliminate]: 3.26001e-06 [updatestate_loads_eliminate]: 2.95002e-06 [cse]: 4.065e-05 [call_graph_tuple_transform]: 2.694e-05 [tuple_list_get_item_eliminator]: 7.09001e-06 [none_parameter_eliminate]: 2.16e-06 [renormalize]: 9.30013e-07 [switch_simplify]: 6.79001e-06 [remove_dup_value]: 1.914e-05 [partial_unused_args_eliminate]: 2.19001e-06 [environ_conv]: 1.076e-05 [add_recomputation]: 6.093e-05 [cse_after_recomputation]: 2.79e-05, [1] [Cycle 1]: 2.145e-05, [1] [cse]: 1.444e-05 [auto_monad_reorder]: 1.652e-05 [get_jit_bprop_graph]: 2.88e-06 [rewriter_after_jit_bprop_graph]: 9.74e-06 [opt_after_jit_grad]: 0.00064518 [symbol_engine_optimizer]: 0.000101, [1] [Cycle 1]: 9.256e-05, [6] [build]: 5.18002e-06 [elim_shapecalc]: 9.71e-06 [elim_not_effective]: 1.821e-05 [opt_reshape]: 1.224e-05 [fold_const_symbol]: 1.199e-05 [renormalize]: 3.80009e-07 [validate]: 6.138e-05 Sums bootstrap : 0.000333s : 0.04% type_inference : 0.757741s : 99.04% event_method : 0.000023s : 0.00% auto_monad : 0.000082s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000346s : 0.05% rewriter_before_opt_a : 0.000083s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000073s : 0.01% jit_opt_a.loop_unroll : 0.000039s : 0.01% jit_opt_a.a_1 : 0.000809s : 0.11% jit_opt_a.with_stream_mark : 0.000045s : 0.01% jit_opt_a.recompute_prepare : 0.000019s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000015s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000009s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000035s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000021s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.00% jit_opt_a.inline_without_move : 0.000014s : 0.00% jit_opt_a.renormalize : 0.002466s : 0.32% jit_opt_a.add_forward_monad_depend : 0.000013s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000030s : 0.00% jit_opt_a.cse : 0.000055s : 0.01% jit_opt_a.replace_applicator : 0.000034s : 0.00% py_interpret_to_execute_after_opt_a : 0.000020s : 0.00% rewriter_after_opt_a : 0.000047s : 0.01% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000883s : 0.12% jit_opt_b.frontend_op_eliminate : 0.000023s : 0.00% jit_opt_b.inline_after_opt_a : 0.000023s : 0.00% cconv : 0.000043s : 0.01% loop_unroll : 0.000551s : 0.07% jit_opt_after_cconv.c_1 : 0.000030s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000041s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000027s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000019s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000011s : 0.00% add_recomputation : 0.000061s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000017s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000645s : 0.08% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000018s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000012s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000061s : 0.01% Time group info: ------[substitution.] 0.000250 28 0.85% : 0.000002s : 2: substitution.elim_not_effective 0.63% : 0.000002s : 2: substitution.fold_const_symbol 2.60% : 0.000006s : 4: substitution.graph_param_transform 73.99% : 0.000185s : 5: substitution.inline 1.92% : 0.000005s : 4: substitution.j_node_and_user_rematch 0.79% : 0.000002s : 1: substitution.opt_reshape 2.35% : 0.000006s : 4: substitution.remove_not_recompute_node 3.30% : 0.000008s : 2: substitution.replace_old_param 10.35% : 0.000026s : 3: substitution.reshape_eliminate 3.21% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.757648 2 99.74% : 0.755711s : 1: type_inference.infer 0.26% : 0.001937s : 1: type_inference.specialize ------[replace.] 0.000061 6 84.84% : 0.000052s : 5: replace.inline 15.16% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000188 6 96.15% : 0.000181s : 5: match.inline 3.85% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000161 867 1.28% : 0.000002s : 13: predicate.accumulaten_eliminater 1.26% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.41% : 0.000002s : 13: predicate.addn_check_dump 1.72% : 0.000003s : 13: predicate.addn_zero_filter 2.30% : 0.000004s : 13: predicate.arithmetic_simplify 1.58% : 0.000003s : 13: predicate.cast_eliminate 0.39% : 0.000001s : 4: predicate.check_bprop_eliminate 1.03% : 0.000002s : 13: predicate.compare_switch_simplify 1.26% : 0.000002s : 13: predicate.depend_value_elim 1.26% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.30% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.76% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.61% : 0.000001s : 4: predicate.elim_not_effective 0.60% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.10% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.00% : 0.000002s : 13: predicate.environ_get_add_eliminate 0.97% : 0.000002s : 13: predicate.environ_get_depend_swap 1.16% : 0.000002s : 13: predicate.environ_get_eliminate 1.14% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.24% : 0.000000s : 4: predicate.fold_const_symbol 0.97% : 0.000002s : 8: predicate.get_grad_eliminate 0.61% : 0.000001s : 4: predicate.graph_param_transform 5.25% : 0.000008s : 27: predicate.inline 1.06% : 0.000002s : 8: predicate.inline_without_move 0.39% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.35% : 0.000002s : 8: predicate.less_batch_normalization 1.36% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.58% : 0.000003s : 18: predicate.load_eliminater 1.37% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.53% : 0.000006s : 37: predicate.loop_unroll_before_grad 2.41% : 0.000004s : 17: predicate.make_slice_get_slice_eliminator 1.02% : 0.000002s : 13: predicate.merge_addn 1.01% : 0.000002s : 13: predicate.minmaximum_grad 2.33% : 0.000004s : 4: predicate.mutable_eliminate 0.68% : 0.000001s : 4: predicate.opt_reshape 2.11% : 0.000003s : 18: predicate.partial_eliminate 1.41% : 0.000002s : 13: predicate.print_const_string_wrapper 1.72% : 0.000003s : 13: predicate.reduce_eliminate 1.28% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.47% : 0.000001s : 8: predicate.remove_not_recompute_node 1.89% : 0.000003s : 22: predicate.replace_applicator 0.51% : 0.000001s : 8: predicate.replace_old_param 0.55% : 0.000001s : 4: predicate.reset_defer_inline 1.76% : 0.000003s : 13: predicate.reshape_eliminate 1.36% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 1.36% : 0.000002s : 4: predicate.row_tensor_eliminate 1.12% : 0.000002s : 13: predicate.same_eliminate 0.81% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.19% : 0.000002s : 8: predicate.special_op_eliminate 0.83% : 0.000001s : 8: predicate.specialize_transform 1.77% : 0.000003s : 13: predicate.split_environ_get_set_with_tuple_value 1.25% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.78% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.25% : 0.000004s : 19: predicate.switch_defer_inline 1.77% : 0.000003s : 19: predicate.switch_layer_defer_inline 6.63% : 0.000011s : 60: predicate.switch_simplify 1.13% : 0.000002s : 13: predicate.tile_eliminate 1.14% : 0.000002s : 13: predicate.transpose_eliminate 1.67% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.45% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.88% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.62% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.33% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.42% : 0.000002s : 18: predicate.updatestate_pure_node_eliminater 2.61% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.57% : 0.000003s : 13: predicate.value_based_eliminate 0.34% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.58% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002720 23 74.47% : 0.002025s : 16: func_graph_cloner_run.FuncGraphClonerGraph 25.53% : 0.000694s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.773529 72 0.01% : 0.000064s : 1: add_recomputation 0.01% : 0.000086s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.05% : 0.000356s : 1: bootstrap 0.01% : 0.000046s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000030s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.00% : 0.000027s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 1.07% : 0.008245s : 1: jit_opt_a 0.03% : 0.000206s : 1: jit_opt_after_cconv 0.01% : 0.000080s : 1: jit_opt_b 0.07% : 0.000564s : 1: loop_unroll 0.12% : 0.000906s : 1: mutable_eliminate 0.14% : 0.001083s : 26: opt.transform.jit_opt_a 0.01% : 0.000066s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000036s : 4: opt.transform.jit_opt_b 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000031s : 1: opt.transform.mutable_eliminate 0.00% : 0.000033s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000048s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000660s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000352s : 1: py_interpret_to_execute 0.00% : 0.000023s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000022s : 1: remove_dup_value 0.21% : 0.001656s : 1: renormalize.infer 0.10% : 0.000796s : 1: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000053s : 1: rewriter_after_opt_a 0.01% : 0.000089s : 1: rewriter_before_opt_a 0.01% : 0.000104s : 1: symbol_engine_optimizer 97.96% : 0.757758s : 1: type_inference TotalTime = 1.02116, [30] [bootstrap]: 0.00036209 [type_inference]: 0.852164 [event_method]: 0.00048561 [auto_monad]: 0.00024988 [graph_reusing]: 1.156e-05 [pre_auto_parallel]: 3.7e-06 [py_interpret_to_execute]: 7.437e-05 [rewriter_before_opt_a]: 0.00017795 [expand_dump_flag]: 5.02e-06 [jit_opt_a]: 0.16446, [2] [Cycle 1]: 0.159595, [27] [switch_simplify]: 0.00024527 [loop_unroll]: 6.762e-05 [a_1]: 0.00173403 [with_stream_mark]: 4.658e-05 [recompute_prepare]: 3.747e-05 [updatestate_depend_eliminate]: 1.112e-05 [updatestate_assign_eliminate]: 7.48999e-06 [updatestate_loads_eliminate]: 7.08e-06 [parameter_eliminate]: 3.16001e-06 [specialize_transform]: 1.888e-05 [updatestate_useless_node_eliminater]: 1.536e-05 [accelerated_algorithm]: 1.576e-05 [meta_shard_fg_expand]: 6.07999e-06 [get_grad_eliminate_]: 1.508e-05 [merge_forward]: 1.226e-05 [cell_reuse_recompute_pass]: 1.82001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.624e-05 [j_node_and_user_rematch]: 2.953e-05 [meta_fg_expand]: 0.00240974 [replace_old_param]: 8.361e-05 [inline_without_move]: 7.149e-05 [renormalize]: 0.154304 [add_forward_monad_depend]: 9.66e-06 [auto_monad_grad]: 2.45997e-06 [auto_monad_eliminator]: 1.926e-05 [cse]: 3.496e-05 [replace_applicator]: 2.628e-05 [Cycle 2]: 0.00052131, [27] [switch_simplify]: 5.71e-06 [loop_unroll]: 4.74e-06 [a_1]: 5.84e-05 [with_stream_mark]: 1.816e-05 [recompute_prepare]: 4.16001e-06 [updatestate_depend_eliminate]: 4.06001e-06 [updatestate_assign_eliminate]: 2.84001e-06 [updatestate_loads_eliminate]: 2.33998e-06 [parameter_eliminate]: 2.66e-06 [specialize_transform]: 4.19002e-06 [updatestate_useless_node_eliminater]: 4.08001e-06 [accelerated_algorithm]: 4.28999e-06 [meta_shard_fg_expand]: 2.21e-06 [get_grad_eliminate_]: 4e-06 [merge_forward]: 4.65999e-06 [cell_reuse_recompute_pass]: 4.07e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.86e-05 [j_node_and_user_rematch]: 8.28999e-06 [meta_fg_expand]: 0.00018977 [replace_old_param]: 7.92e-06 [inline_without_move]: 4.42e-06 [renormalize]: 1.00001e-07 [add_forward_monad_depend]: 2.31e-06 [auto_monad_grad]: 1.60001e-06 [auto_monad_eliminator]: 7.85998e-06 [cse]: 1.567e-05 [replace_applicator]: 4.91002e-06 [py_interpret_to_execute_after_opt_a]: 1.761e-05 [rewriter_after_opt_a]: 0.0004319 [convert_after_rewriter]: 1.506e-05 [order_py_execute_after_rewriter]: 5.15999e-06 [mutable_eliminate]: 0.00088342 [jit_opt_b]: 5.366e-05, [1] [Cycle 1]: 4.328e-05, [2] [frontend_op_eliminate]: 1.31e-05 [inline_after_opt_a]: 1.621e-05 [cconv]: 3.472e-05 [loop_unroll]: 0.00051651 [jit_opt_after_cconv]: 0.0001635, [1] [Cycle 1]: 0.0001566, [11] [c_1]: 1.575e-05 [parameter_eliminate]: 4.40999e-06 [updatestate_depend_eliminate]: 8.18999e-06 [updatestate_assign_eliminate]: 3.05998e-06 [updatestate_loads_eliminate]: 2.48e-06 [cse]: 3.703e-05 [call_graph_tuple_transform]: 1.861e-05 [tuple_list_get_item_eliminator]: 4.67998e-06 [none_parameter_eliminate]: 1.59e-06 [renormalize]: 1.05001e-06 [switch_simplify]: 4.60001e-06 [remove_dup_value]: 1.846e-05 [partial_unused_args_eliminate]: 2.36e-06 [environ_conv]: 6.81999e-06 [add_recomputation]: 4.554e-05 [cse_after_recomputation]: 2.277e-05, [1] [Cycle 1]: 1.659e-05, [1] [cse]: 1.005e-05 [auto_monad_reorder]: 1.45e-05 [get_jit_bprop_graph]: 2.41e-06 [rewriter_after_jit_bprop_graph]: 7.19001e-06 [opt_after_jit_grad]: 0.00053167 [symbol_engine_optimizer]: 7.507e-05, [1] [Cycle 1]: 6.819e-05, [6] [build]: 4.67e-06 [elim_shapecalc]: 7.85e-06 [elim_not_effective]: 1.217e-05 [opt_reshape]: 5.07999e-06 [fold_const_symbol]: 6.78e-06 [renormalize]: 6.30011e-07 [validate]: 4.216e-05 Sums bootstrap : 0.000362s : 0.04% type_inference : 0.852164s : 83.88% event_method : 0.000486s : 0.05% auto_monad : 0.000250s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000074s : 0.01% rewriter_before_opt_a : 0.000178s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000251s : 0.02% jit_opt_a.loop_unroll : 0.000072s : 0.01% jit_opt_a.a_1 : 0.001792s : 0.18% jit_opt_a.with_stream_mark : 0.000065s : 0.01% jit_opt_a.recompute_prepare : 0.000042s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000023s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000019s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000019s : 0.00% jit_opt_a.merge_forward : 0.000017s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000055s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000038s : 0.00% jit_opt_a.meta_fg_expand : 0.002600s : 0.26% jit_opt_a.replace_old_param : 0.000092s : 0.01% jit_opt_a.inline_without_move : 0.000076s : 0.01% jit_opt_a.renormalize : 0.154304s : 15.19% jit_opt_a.add_forward_monad_depend : 0.000012s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000027s : 0.00% jit_opt_a.cse : 0.000051s : 0.00% jit_opt_a.replace_applicator : 0.000031s : 0.00% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000432s : 0.04% convert_after_rewriter : 0.000015s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000883s : 0.09% jit_opt_b.frontend_op_eliminate : 0.000013s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000035s : 0.00% loop_unroll : 0.000517s : 0.05% jit_opt_after_cconv.c_1 : 0.000016s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000037s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000019s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000007s : 0.00% add_recomputation : 0.000046s : 0.00% cse_after_recomputation.cse : 0.000010s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000532s : 0.05% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000042s : 0.00% Time group info: ------[substitution.] 0.000613 69 0.28% : 0.000002s : 1: substitution.elim_not_effective 0.18% : 0.000001s : 1: substitution.fold_const_symbol 0.89% : 0.000005s : 1: substitution.graph_param_transform 75.18% : 0.000461s : 14: substitution.inline 4.40% : 0.000027s : 2: substitution.inline_without_move 1.58% : 0.000010s : 9: substitution.j_node_and_user_rematch 0.87% : 0.000005s : 2: substitution.minmaximum_grad 1.66% : 0.000010s : 9: substitution.partial_eliminate 1.54% : 0.000009s : 9: substitution.remove_not_recompute_node 0.63% : 0.000004s : 1: substitution.replace_applicator 1.23% : 0.000008s : 7: substitution.replace_old_param 2.40% : 0.000015s : 2: substitution.reshape_eliminate 1.01% : 0.000006s : 1: substitution.set_cell_output_no_recompute 2.60% : 0.000016s : 3: substitution.switch_simplify 1.86% : 0.000011s : 2: substitution.tuple_list_convert_item_index_to_positive 1.02% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 2.66% : 0.000016s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.851993 2 99.52% : 0.847910s : 1: type_inference.infer 0.48% : 0.004082s : 1: type_inference.specialize ------[replace.] 0.000238 18 60.19% : 0.000143s : 14: replace.inline 33.79% : 0.000081s : 3: replace.switch_simplify 6.02% : 0.000014s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000468 18 96.35% : 0.000451s : 14: match.inline 2.97% : 0.000014s : 3: match.switch_simplify 0.68% : 0.000003s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000281 1710 1.41% : 0.000004s : 29: predicate.accumulaten_eliminater 0.69% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.37% : 0.000004s : 29: predicate.addn_check_dump 1.58% : 0.000004s : 29: predicate.addn_zero_filter 1.95% : 0.000005s : 29: predicate.arithmetic_simplify 1.37% : 0.000004s : 29: predicate.cast_eliminate 0.14% : 0.000000s : 1: predicate.check_bprop_eliminate 1.47% : 0.000004s : 29: predicate.compare_switch_simplify 1.21% : 0.000003s : 29: predicate.depend_value_elim 1.40% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.37% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.33% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.42% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.13% : 0.000000s : 1: predicate.elim_not_effective 0.46% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.38% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.35% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.31% : 0.000004s : 29: predicate.environ_get_depend_swap 1.55% : 0.000004s : 29: predicate.environ_get_eliminate 1.32% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.07% : 0.000000s : 1: predicate.fold_const_symbol 0.88% : 0.000002s : 14: predicate.get_grad_eliminate 0.12% : 0.000000s : 1: predicate.graph_param_transform 5.24% : 0.000015s : 46: predicate.inline 2.57% : 0.000007s : 38: predicate.inline_without_move 0.37% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.10% : 0.000003s : 14: predicate.less_batch_normalization 1.50% : 0.000004s : 30: predicate.list_to_tuple_eliminator_ 1.64% : 0.000005s : 31: predicate.load_eliminater 0.49% : 0.000001s : 1: predicate.loop_unroll_after_grad 4.08% : 0.000011s : 78: predicate.loop_unroll_before_grad 1.59% : 0.000004s : 30: predicate.make_slice_get_slice_eliminator 1.26% : 0.000004s : 29: predicate.merge_addn 1.30% : 0.000004s : 29: predicate.minmaximum_grad 0.90% : 0.000003s : 1: predicate.mutable_eliminate 0.17% : 0.000000s : 1: predicate.opt_reshape 2.06% : 0.000006s : 31: predicate.partial_eliminate 1.38% : 0.000004s : 29: predicate.print_const_string_wrapper 1.78% : 0.000005s : 29: predicate.reduce_eliminate 1.50% : 0.000004s : 30: predicate.redundant_stop_gradient_eliminater 0.58% : 0.000002s : 14: predicate.remove_not_recompute_node 1.78% : 0.000005s : 32: predicate.replace_applicator 1.62% : 0.000005s : 38: predicate.replace_old_param 0.07% : 0.000000s : 1: predicate.reset_defer_inline 1.70% : 0.000005s : 29: predicate.reshape_eliminate 1.57% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.36% : 0.000001s : 1: predicate.row_tensor_eliminate 1.48% : 0.000004s : 29: predicate.same_eliminate 0.67% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.22% : 0.000001s : 2: predicate.special_op_eliminate 1.15% : 0.000003s : 14: predicate.specialize_transform 1.67% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.49% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.09% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.96% : 0.000008s : 44: predicate.switch_defer_inline 2.50% : 0.000007s : 44: predicate.switch_layer_defer_inline 7.69% : 0.000022s : 129: predicate.switch_simplify 1.37% : 0.000004s : 29: predicate.tile_eliminate 1.34% : 0.000004s : 29: predicate.transpose_eliminate 1.84% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.46% : 0.000004s : 29: predicate.tuple_list_get_item_depend_reorder 3.57% : 0.000010s : 32: predicate.tuple_list_get_item_eliminator 1.89% : 0.000005s : 29: predicate.tuple_list_set_item_eliminator 1.60% : 0.000004s : 30: predicate.tuple_to_list_eliminator_ 1.54% : 0.000004s : 31: predicate.updatestate_pure_node_eliminater 2.64% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.66% : 0.000005s : 29: predicate.value_based_eliminate 0.06% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.19% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004676 47 85.15% : 0.003981s : 30: func_graph_cloner_run.FuncGraphClonerGraph 14.85% : 0.000694s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.177959 72 0.00% : 0.000049s : 1: add_recomputation 0.02% : 0.000263s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.03% : 0.000398s : 1: bootstrap 0.00% : 0.000038s : 1: cconv 0.00% : 0.000019s : 1: convert_after_rewriter 0.00% : 0.000025s : 1: cse_after_recomputation 0.00% : 0.000009s : 1: environ_conv 0.04% : 0.000501s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 13.96% : 0.164464s : 1: jit_opt_a 0.01% : 0.000167s : 1: jit_opt_after_cconv 0.00% : 0.000057s : 1: jit_opt_b 0.04% : 0.000527s : 1: loop_unroll 0.08% : 0.000899s : 1: mutable_eliminate 0.21% : 0.002482s : 26: opt.transform.jit_opt_a 0.00% : 0.000039s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000014s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000022s : 1: opt.transform.mutable_eliminate 0.00% : 0.000022s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.05% : 0.000543s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000079s : 1: py_interpret_to_execute 0.00% : 0.000020s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000021s : 1: remove_dup_value 13.03% : 0.153457s : 1: renormalize.infer 0.07% : 0.000831s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000442s : 1: rewriter_after_opt_a 0.02% : 0.000183s : 1: rewriter_before_opt_a 0.01% : 0.000078s : 1: symbol_engine_optimizer 72.34% : 0.852192s : 1: type_inference TotalTime = 0.56956, [30] [bootstrap]: 0.00043814 [type_inference]: 0.557496 [event_method]: 2.077e-05 [auto_monad]: 7.689e-05 [graph_reusing]: 5.86e-06 [pre_auto_parallel]: 3.17002e-06 [py_interpret_to_execute]: 0.00030877 [rewriter_before_opt_a]: 8.467e-05 [expand_dump_flag]: 4.28001e-06 [jit_opt_a]: 0.00830879, [2] [Cycle 1]: 0.00377555, [27] [switch_simplify]: 6.733e-05 [loop_unroll]: 3.441e-05 [a_1]: 0.00066964 [with_stream_mark]: 3.054e-05 [recompute_prepare]: 1.164e-05 [updatestate_depend_eliminate]: 6.24999e-06 [updatestate_assign_eliminate]: 3.65998e-06 [updatestate_loads_eliminate]: 3.24001e-06 [parameter_eliminate]: 2.19999e-06 [specialize_transform]: 8.12e-06 [updatestate_useless_node_eliminater]: 6.86001e-06 [accelerated_algorithm]: 6.22001e-06 [meta_shard_fg_expand]: 2.52001e-06 [get_grad_eliminate_]: 6.06e-06 [merge_forward]: 4.72e-06 [cell_reuse_recompute_pass]: 1.57999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.923e-05 [j_node_and_user_rematch]: 1.281e-05 [meta_fg_expand]: 3.18e-06 [replace_old_param]: 1.239e-05 [inline_without_move]: 6.96001e-06 [renormalize]: 0.00252505 [add_forward_monad_depend]: 1.187e-05 [auto_monad_grad]: 2.84999e-06 [auto_monad_eliminator]: 2.148e-05 [cse]: 3.523e-05 [replace_applicator]: 2.311e-05 [Cycle 2]: 0.0004374, [27] [switch_simplify]: 7.19001e-06 [loop_unroll]: 6.56e-06 [a_1]: 0.00014782 [with_stream_mark]: 1.799e-05 [recompute_prepare]: 6.60997e-06 [updatestate_depend_eliminate]: 4.61002e-06 [updatestate_assign_eliminate]: 4.16001e-06 [updatestate_loads_eliminate]: 2.94001e-06 [parameter_eliminate]: 2.01998e-06 [specialize_transform]: 6.29999e-06 [updatestate_useless_node_eliminater]: 6.69001e-06 [accelerated_algorithm]: 6.20002e-06 [meta_shard_fg_expand]: 2.67001e-06 [get_grad_eliminate_]: 5.74e-06 [merge_forward]: 4.88001e-06 [cell_reuse_recompute_pass]: 3.40003e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.668e-05 [j_node_and_user_rematch]: 1.024e-05 [meta_fg_expand]: 2.07001e-06 [replace_old_param]: 1e-05 [inline_without_move]: 5.77001e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.65001e-06 [auto_monad_grad]: 1.34e-06 [auto_monad_eliminator]: 7.27002e-06 [cse]: 1.61e-05 [replace_applicator]: 6.23e-06 [py_interpret_to_execute_after_opt_a]: 1.769e-05 [rewriter_after_opt_a]: 4.282e-05 [convert_after_rewriter]: 7.53999e-06 [order_py_execute_after_rewriter]: 5.49e-06 [mutable_eliminate]: 0.00075571 [jit_opt_b]: 6.204e-05, [1] [Cycle 1]: 5.38e-05, [2] [frontend_op_eliminate]: 2.036e-05 [inline_after_opt_a]: 1.954e-05 [cconv]: 3.625e-05 [loop_unroll]: 0.00055201 [jit_opt_after_cconv]: 0.0001913, [1] [Cycle 1]: 0.00018429, [11] [c_1]: 2.847e-05 [parameter_eliminate]: 6.07999e-06 [updatestate_depend_eliminate]: 1.01e-05 [updatestate_assign_eliminate]: 3.43e-06 [updatestate_loads_eliminate]: 2.76999e-06 [cse]: 3.63e-05 [call_graph_tuple_transform]: 2.569e-05 [tuple_list_get_item_eliminator]: 7.36999e-06 [none_parameter_eliminate]: 1.64e-06 [renormalize]: 8.10018e-07 [switch_simplify]: 6.84001e-06 [remove_dup_value]: 1.794e-05 [partial_unused_args_eliminate]: 2.50002e-06 [environ_conv]: 1.15e-05 [add_recomputation]: 5.967e-05 [cse_after_recomputation]: 2.665e-05, [1] [Cycle 1]: 2.095e-05, [1] [cse]: 1.382e-05 [auto_monad_reorder]: 1.95e-05 [get_jit_bprop_graph]: 2.66e-06 [rewriter_after_jit_bprop_graph]: 8.99998e-06 [opt_after_jit_grad]: 0.00057298 [symbol_engine_optimizer]: 0.00012779, [1] [Cycle 1]: 0.0001191, [6] [build]: 4.70999e-06 [elim_shapecalc]: 8.89e-06 [elim_not_effective]: 1.855e-05 [opt_reshape]: 4.206e-05 [fold_const_symbol]: 1.159e-05 [renormalize]: 7.7e-07 [validate]: 6.487e-05 Sums bootstrap : 0.000438s : 0.08% type_inference : 0.557496s : 98.72% event_method : 0.000021s : 0.00% auto_monad : 0.000077s : 0.01% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000309s : 0.05% rewriter_before_opt_a : 0.000085s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000075s : 0.01% jit_opt_a.loop_unroll : 0.000041s : 0.01% jit_opt_a.a_1 : 0.000817s : 0.14% jit_opt_a.with_stream_mark : 0.000049s : 0.01% 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 : 0.000008s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000012s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000012s : 0.00% jit_opt_a.merge_forward : 0.000010s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000023s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.002525s : 0.45% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000029s : 0.01% jit_opt_a.cse : 0.000051s : 0.01% jit_opt_a.replace_applicator : 0.000029s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000043s : 0.01% convert_after_rewriter : 0.000008s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000756s : 0.13% jit_opt_b.frontend_op_eliminate : 0.000020s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000036s : 0.01% loop_unroll : 0.000552s : 0.10% jit_opt_after_cconv.c_1 : 0.000028s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000036s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000012s : 0.00% add_recomputation : 0.000060s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000020s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000573s : 0.10% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000042s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000012s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000065s : 0.01% Time group info: ------[substitution.] 0.000265 28 1.02% : 0.000003s : 2: substitution.elim_not_effective 0.60% : 0.000002s : 2: substitution.fold_const_symbol 2.41% : 0.000006s : 4: substitution.graph_param_transform 75.38% : 0.000200s : 5: substitution.inline 1.94% : 0.000005s : 4: substitution.j_node_and_user_rematch 0.51% : 0.000001s : 1: substitution.opt_reshape 2.32% : 0.000006s : 4: substitution.remove_not_recompute_node 2.96% : 0.000008s : 2: substitution.replace_old_param 9.73% : 0.000026s : 3: substitution.reshape_eliminate 3.13% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.557409 2 99.67% : 0.555589s : 1: type_inference.infer 0.33% : 0.001821s : 1: type_inference.specialize ------[replace.] 0.000063 6 85.10% : 0.000054s : 5: replace.inline 14.90% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000204 6 96.31% : 0.000196s : 5: match.inline 3.69% : 0.000008s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000153 867 1.30% : 0.000002s : 13: predicate.accumulaten_eliminater 1.23% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.07% : 0.000002s : 13: predicate.addn_check_dump 1.38% : 0.000002s : 13: predicate.addn_zero_filter 2.08% : 0.000003s : 13: predicate.arithmetic_simplify 1.34% : 0.000002s : 13: predicate.cast_eliminate 0.67% : 0.000001s : 4: predicate.check_bprop_eliminate 1.06% : 0.000002s : 13: predicate.compare_switch_simplify 1.28% : 0.000002s : 13: predicate.depend_value_elim 1.17% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.30% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.11% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.94% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.59% : 0.000001s : 4: predicate.elim_not_effective 0.57% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.22% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.16% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.06% : 0.000002s : 13: predicate.environ_get_depend_swap 1.24% : 0.000002s : 13: predicate.environ_get_eliminate 1.15% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.26% : 0.000000s : 4: predicate.fold_const_symbol 0.93% : 0.000001s : 8: predicate.get_grad_eliminate 0.23% : 0.000000s : 4: predicate.graph_param_transform 5.27% : 0.000008s : 27: predicate.inline 0.87% : 0.000001s : 8: predicate.inline_without_move 0.40% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.06% : 0.000002s : 8: predicate.less_batch_normalization 1.46% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.78% : 0.000003s : 18: predicate.load_eliminater 1.98% : 0.000003s : 4: predicate.loop_unroll_after_grad 3.54% : 0.000005s : 37: predicate.loop_unroll_before_grad 2.00% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.08% : 0.000002s : 13: predicate.merge_addn 1.04% : 0.000002s : 13: predicate.minmaximum_grad 2.06% : 0.000003s : 4: predicate.mutable_eliminate 0.63% : 0.000001s : 4: predicate.opt_reshape 1.98% : 0.000003s : 18: predicate.partial_eliminate 1.34% : 0.000002s : 13: predicate.print_const_string_wrapper 1.92% : 0.000003s : 13: predicate.reduce_eliminate 1.38% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.54% : 0.000001s : 8: predicate.remove_not_recompute_node 1.96% : 0.000003s : 22: predicate.replace_applicator 0.48% : 0.000001s : 8: predicate.replace_old_param 0.46% : 0.000001s : 4: predicate.reset_defer_inline 1.84% : 0.000003s : 13: predicate.reshape_eliminate 1.15% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.69% : 0.000001s : 4: predicate.row_tensor_eliminate 1.27% : 0.000002s : 13: predicate.same_eliminate 0.78% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.01% : 0.000002s : 8: predicate.special_op_eliminate 1.07% : 0.000002s : 8: predicate.specialize_transform 1.53% : 0.000002s : 13: predicate.split_environ_get_set_with_tuple_value 1.22% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.55% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.17% : 0.000003s : 19: predicate.switch_defer_inline 2.09% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.10% : 0.000011s : 60: predicate.switch_simplify 1.23% : 0.000002s : 13: predicate.tile_eliminate 1.27% : 0.000002s : 13: predicate.transpose_eliminate 1.47% : 0.000002s : 13: predicate.tuple_list_convert_item_index_to_positive 1.46% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.97% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.70% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.51% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.67% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.99% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.79% : 0.000003s : 13: predicate.value_based_eliminate 0.29% : 0.000000s : 4: predicate.virtual_view_grad_eliminate 0.58% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002495 23 73.74% : 0.001840s : 16: func_graph_cloner_run.FuncGraphClonerGraph 26.26% : 0.000655s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.573278 72 0.01% : 0.000063s : 1: add_recomputation 0.01% : 0.000081s : 1: auto_monad 0.00% : 0.000022s : 1: auto_monad_reorder 0.08% : 0.000462s : 1: bootstrap 0.01% : 0.000040s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.01% : 0.000029s : 1: cse_after_recomputation 0.00% : 0.000014s : 1: environ_conv 0.00% : 0.000026s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000008s : 1: graph_reusing 1.45% : 0.008313s : 1: jit_opt_a 0.03% : 0.000195s : 1: jit_opt_after_cconv 0.01% : 0.000065s : 1: jit_opt_b 0.10% : 0.000562s : 1: loop_unroll 0.13% : 0.000768s : 1: mutable_eliminate 0.19% : 0.001093s : 26: opt.transform.jit_opt_a 0.01% : 0.000064s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000032s : 4: opt.transform.jit_opt_b 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000021s : 1: opt.transform.mutable_eliminate 0.01% : 0.000031s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000077s : 4: opt.transform.symbol_engine_opt 0.10% : 0.000587s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000315s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.30% : 0.001714s : 1: renormalize.infer 0.14% : 0.000799s : 1: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000046s : 1: rewriter_after_opt_a 0.02% : 0.000090s : 1: rewriter_before_opt_a 0.02% : 0.000131s : 1: symbol_engine_optimizer 97.25% : 0.557520s : 1: type_inference TotalTime = 1.09725, [30] [bootstrap]: 0.00035329 [type_inference]: 0.897785 [event_method]: 0.00058167 [auto_monad]: 0.0002003 [graph_reusing]: 1.08e-05 [pre_auto_parallel]: 4.47e-06 [py_interpret_to_execute]: 7.207e-05 [rewriter_before_opt_a]: 0.00018185 [expand_dump_flag]: 5.48002e-06 [jit_opt_a]: 0.195169, [2] [Cycle 1]: 0.189855, [27] [switch_simplify]: 0.00026454 [loop_unroll]: 7.04e-05 [a_1]: 0.00178767 [with_stream_mark]: 5.011e-05 [recompute_prepare]: 4.005e-05 [updatestate_depend_eliminate]: 1.138e-05 [updatestate_assign_eliminate]: 7.88001e-06 [updatestate_loads_eliminate]: 6.96001e-06 [parameter_eliminate]: 4.57e-06 [specialize_transform]: 2.061e-05 [updatestate_useless_node_eliminater]: 1.741e-05 [accelerated_algorithm]: 1.811e-05 [meta_shard_fg_expand]: 6.31998e-06 [get_grad_eliminate_]: 1.734e-05 [merge_forward]: 1.25e-05 [cell_reuse_recompute_pass]: 2.30002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.729e-05 [j_node_and_user_rematch]: 2.996e-05 [meta_fg_expand]: 0.00253147 [replace_old_param]: 0.00017427 [inline_without_move]: 7.616e-05 [renormalize]: 0.184212 [add_forward_monad_depend]: 9.76e-06 [auto_monad_grad]: 2.58e-06 [auto_monad_eliminator]: 1.893e-05 [cse]: 3.301e-05 [replace_applicator]: 2.673e-05 [Cycle 2]: 0.00052091, [27] [switch_simplify]: 6.63e-06 [loop_unroll]: 5.30999e-06 [a_1]: 6.299e-05 [with_stream_mark]: 1.79e-05 [recompute_prepare]: 4.27998e-06 [updatestate_depend_eliminate]: 3.73999e-06 [updatestate_assign_eliminate]: 2.81999e-06 [updatestate_loads_eliminate]: 2.41998e-06 [parameter_eliminate]: 2.15002e-06 [specialize_transform]: 4.35e-06 [updatestate_useless_node_eliminater]: 4.30999e-06 [accelerated_algorithm]: 4.1e-06 [meta_shard_fg_expand]: 2.18998e-06 [get_grad_eliminate_]: 3.57997e-06 [merge_forward]: 4.02998e-06 [cell_reuse_recompute_pass]: 3.9e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.922e-05 [j_node_and_user_rematch]: 7.84002e-06 [meta_fg_expand]: 0.00018407 [replace_old_param]: 7.00998e-06 [inline_without_move]: 4.23001e-06 [renormalize]: 1.09983e-07 [add_forward_monad_depend]: 2.29001e-06 [auto_monad_grad]: 1.24e-06 [auto_monad_eliminator]: 7.06999e-06 [cse]: 1.507e-05 [replace_applicator]: 4.28999e-06 [py_interpret_to_execute_after_opt_a]: 1.647e-05 [rewriter_after_opt_a]: 0.00040872 [convert_after_rewriter]: 1.303e-05 [order_py_execute_after_rewriter]: 5.12e-06 [mutable_eliminate]: 0.00077369 [jit_opt_b]: 4.99e-05, [1] [Cycle 1]: 4.085e-05, [2] [frontend_op_eliminate]: 1.442e-05 [inline_after_opt_a]: 1.401e-05 [cconv]: 3.435e-05 [loop_unroll]: 0.00047001 [jit_opt_after_cconv]: 0.00014069, [1] [Cycle 1]: 0.00013381, [11] [c_1]: 1.433e-05 [parameter_eliminate]: 3.03998e-06 [updatestate_depend_eliminate]: 6.79999e-06 [updatestate_assign_eliminate]: 2.46998e-06 [updatestate_loads_eliminate]: 1.84e-06 [cse]: 2.341e-05 [call_graph_tuple_transform]: 1.672e-05 [tuple_list_get_item_eliminator]: 4.4e-06 [none_parameter_eliminate]: 1.87999e-06 [renormalize]: 8.29983e-07 [switch_simplify]: 4.35999e-06 [remove_dup_value]: 1.731e-05 [partial_unused_args_eliminate]: 2.17999e-06 [environ_conv]: 6.28e-06 [add_recomputation]: 4.599e-05 [cse_after_recomputation]: 2.036e-05, [1] [Cycle 1]: 1.469e-05, [1] [cse]: 8.22e-06 [auto_monad_reorder]: 1.496e-05 [get_jit_bprop_graph]: 2.05002e-06 [rewriter_after_jit_bprop_graph]: 6.43e-06 [opt_after_jit_grad]: 0.00048072 [symbol_engine_optimizer]: 7.268e-05, [1] [Cycle 1]: 6.568e-05, [6] [build]: 4.15999e-06 [elim_shapecalc]: 6.87002e-06 [elim_not_effective]: 1.198e-05 [opt_reshape]: 5.02e-06 [fold_const_symbol]: 6.92002e-06 [renormalize]: 4.69998e-07 [validate]: 3.917e-05 Sums bootstrap : 0.000353s : 0.03% type_inference : 0.897785s : 82.25% event_method : 0.000582s : 0.05% auto_monad : 0.000200s : 0.02% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000072s : 0.01% rewriter_before_opt_a : 0.000182s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000271s : 0.02% jit_opt_a.loop_unroll : 0.000076s : 0.01% jit_opt_a.a_1 : 0.001851s : 0.17% jit_opt_a.with_stream_mark : 0.000068s : 0.01% jit_opt_a.recompute_prepare : 0.000044s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000007s : 0.00% jit_opt_a.specialize_transform : 0.000025s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000022s : 0.00% jit_opt_a.accelerated_algorithm : 0.000022s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000009s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000021s : 0.00% jit_opt_a.merge_forward : 0.000017s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000057s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000038s : 0.00% jit_opt_a.meta_fg_expand : 0.002716s : 0.25% jit_opt_a.replace_old_param : 0.000181s : 0.02% jit_opt_a.inline_without_move : 0.000080s : 0.01% jit_opt_a.renormalize : 0.184212s : 16.88% jit_opt_a.add_forward_monad_depend : 0.000012s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000048s : 0.00% jit_opt_a.replace_applicator : 0.000031s : 0.00% py_interpret_to_execute_after_opt_a : 0.000016s : 0.00% rewriter_after_opt_a : 0.000409s : 0.04% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000774s : 0.07% jit_opt_b.frontend_op_eliminate : 0.000014s : 0.00% jit_opt_b.inline_after_opt_a : 0.000014s : 0.00% cconv : 0.000034s : 0.00% loop_unroll : 0.000470s : 0.04% jit_opt_after_cconv.c_1 : 0.000014s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000023s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000017s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000004s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000004s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000046s : 0.00% cse_after_recomputation.cse : 0.000008s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000481s : 0.04% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000039s : 0.00% Time group info: ------[substitution.] 0.000621 69 0.35% : 0.000002s : 1: substitution.elim_not_effective 0.18% : 0.000001s : 1: substitution.fold_const_symbol 0.75% : 0.000005s : 1: substitution.graph_param_transform 74.27% : 0.000461s : 14: substitution.inline 4.94% : 0.000031s : 2: substitution.inline_without_move 1.54% : 0.000010s : 9: substitution.j_node_and_user_rematch 0.85% : 0.000005s : 2: substitution.minmaximum_grad 1.90% : 0.000012s : 9: substitution.partial_eliminate 1.56% : 0.000010s : 9: substitution.remove_not_recompute_node 0.69% : 0.000004s : 1: substitution.replace_applicator 1.46% : 0.000009s : 7: substitution.replace_old_param 2.06% : 0.000013s : 2: substitution.reshape_eliminate 1.10% : 0.000007s : 1: substitution.set_cell_output_no_recompute 2.75% : 0.000017s : 3: substitution.switch_simplify 1.74% : 0.000011s : 2: substitution.tuple_list_convert_item_index_to_positive 0.99% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 2.86% : 0.000018s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.897593 2 99.49% : 0.893043s : 1: type_inference.infer 0.51% : 0.004550s : 1: type_inference.specialize ------[replace.] 0.000278 18 62.81% : 0.000174s : 14: replace.inline 32.65% : 0.000091s : 3: replace.switch_simplify 4.54% : 0.000013s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000470 18 95.80% : 0.000450s : 14: match.inline 3.25% : 0.000015s : 3: match.switch_simplify 0.95% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000285 1710 1.51% : 0.000004s : 29: predicate.accumulaten_eliminater 0.53% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.29% : 0.000004s : 29: predicate.addn_check_dump 1.44% : 0.000004s : 29: predicate.addn_zero_filter 2.08% : 0.000006s : 29: predicate.arithmetic_simplify 1.44% : 0.000004s : 29: predicate.cast_eliminate 0.24% : 0.000001s : 1: predicate.check_bprop_eliminate 1.34% : 0.000004s : 29: predicate.compare_switch_simplify 1.41% : 0.000004s : 29: predicate.depend_value_elim 1.25% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.38% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.54% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.54% : 0.000002s : 1: predicate.dumpgradient_eliminate 0.09% : 0.000000s : 1: predicate.elim_not_effective 0.14% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.37% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.29% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.42% : 0.000004s : 29: predicate.environ_get_depend_swap 1.42% : 0.000004s : 29: predicate.environ_get_eliminate 1.32% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.03% : 0.000000s : 1: predicate.fold_const_symbol 1.01% : 0.000003s : 14: predicate.get_grad_eliminate 0.05% : 0.000000s : 1: predicate.graph_param_transform 5.02% : 0.000014s : 46: predicate.inline 2.65% : 0.000008s : 38: predicate.inline_without_move 0.37% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.11% : 0.000003s : 14: predicate.less_batch_normalization 1.58% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.59% : 0.000005s : 31: predicate.load_eliminater 0.60% : 0.000002s : 1: predicate.loop_unroll_after_grad 4.23% : 0.000012s : 78: predicate.loop_unroll_before_grad 1.53% : 0.000004s : 30: predicate.make_slice_get_slice_eliminator 1.29% : 0.000004s : 29: predicate.merge_addn 1.29% : 0.000004s : 29: predicate.minmaximum_grad 0.56% : 0.000002s : 1: predicate.mutable_eliminate 0.23% : 0.000001s : 1: predicate.opt_reshape 2.22% : 0.000006s : 31: predicate.partial_eliminate 1.43% : 0.000004s : 29: predicate.print_const_string_wrapper 1.66% : 0.000005s : 29: predicate.reduce_eliminate 1.49% : 0.000004s : 30: predicate.redundant_stop_gradient_eliminater 0.81% : 0.000002s : 14: predicate.remove_not_recompute_node 1.60% : 0.000005s : 32: predicate.replace_applicator 1.40% : 0.000004s : 38: predicate.replace_old_param 0.10% : 0.000000s : 1: predicate.reset_defer_inline 1.68% : 0.000005s : 29: predicate.reshape_eliminate 1.60% : 0.000005s : 29: predicate.row_tensor_add_zeros_like 0.39% : 0.000001s : 1: predicate.row_tensor_eliminate 1.36% : 0.000004s : 29: predicate.same_eliminate 0.81% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.28% : 0.000001s : 2: predicate.special_op_eliminate 1.01% : 0.000003s : 14: predicate.specialize_transform 1.52% : 0.000004s : 29: predicate.split_environ_get_set_with_tuple_value 1.40% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.11% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.22% : 0.000009s : 44: predicate.switch_defer_inline 2.58% : 0.000007s : 44: predicate.switch_layer_defer_inline 8.24% : 0.000023s : 129: predicate.switch_simplify 1.36% : 0.000004s : 29: predicate.tile_eliminate 1.29% : 0.000004s : 29: predicate.transpose_eliminate 1.67% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.48% : 0.000004s : 29: predicate.tuple_list_get_item_depend_reorder 3.36% : 0.000010s : 32: predicate.tuple_list_get_item_eliminator 2.07% : 0.000006s : 29: predicate.tuple_list_set_item_eliminator 1.48% : 0.000004s : 30: predicate.tuple_to_list_eliminator_ 1.52% : 0.000004s : 31: predicate.updatestate_pure_node_eliminater 2.61% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.65% : 0.000005s : 29: predicate.value_based_eliminate 0.08% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.33% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004945 47 83.30% : 0.004119s : 30: func_graph_cloner_run.FuncGraphClonerGraph 16.70% : 0.000826s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.284131 72 0.00% : 0.000049s : 1: add_recomputation 0.02% : 0.000213s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.03% : 0.000387s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000016s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.05% : 0.000597s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 15.20% : 0.195174s : 1: jit_opt_a 0.01% : 0.000144s : 1: jit_opt_after_cconv 0.00% : 0.000053s : 1: jit_opt_b 0.04% : 0.000479s : 1: loop_unroll 0.06% : 0.000783s : 1: mutable_eliminate 0.21% : 0.002666s : 26: opt.transform.jit_opt_a 0.00% : 0.000036s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000015s : 1: opt.transform.mutable_eliminate 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000027s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000491s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.01% : 0.000077s : 1: py_interpret_to_execute 0.00% : 0.000019s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 14.27% : 0.183293s : 1: renormalize.infer 0.07% : 0.000902s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000415s : 1: rewriter_after_opt_a 0.01% : 0.000188s : 1: rewriter_before_opt_a 0.01% : 0.000075s : 1: symbol_engine_optimizer 69.92% : 0.897821s : 1: type_inference . [hook] pytest_runtest_teardown:test_reshape_dynamic_shape_advanced[False-KBK] tests/st/mint/test_reshape.py::test_reshape_dynamic_shape_advanced[False-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_reshape_dynamic_shape_advanced[True-pynative] tests/st/mint/test_reshape.py::test_reshape_dynamic_shape_advanced[True-pynative],max_mem:4.0M TotalTime = 0.846641, [30] [bootstrap]: 0.00080448 [type_inference]: 0.831608 [event_method]: 2.269e-05 [auto_monad]: 8.568e-05 [graph_reusing]: 6.54999e-06 [pre_auto_parallel]: 2.53003e-06 [py_interpret_to_execute]: 0.00038954 [rewriter_before_opt_a]: 9.187e-05 [expand_dump_flag]: 3.95998e-06 [jit_opt_a]: 0.0104479, [2] [Cycle 1]: 0.00425925, [27] [switch_simplify]: 7.481e-05 [loop_unroll]: 3.249e-05 [a_1]: 0.00067941 [with_stream_mark]: 3.299e-05 [recompute_prepare]: 1.14e-05 [updatestate_depend_eliminate]: 4.54002e-06 [updatestate_assign_eliminate]: 3.50003e-06 [updatestate_loads_eliminate]: 2.99001e-06 [parameter_eliminate]: 2.69001e-06 [specialize_transform]: 7.61999e-06 [updatestate_useless_node_eliminater]: 6.58e-06 [accelerated_algorithm]: 7.13998e-06 [meta_shard_fg_expand]: 2.62001e-06 [get_grad_eliminate_]: 6.72002e-06 [merge_forward]: 4.63999e-06 [cell_reuse_recompute_pass]: 1.70001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.869e-05 [j_node_and_user_rematch]: 1.187e-05 [meta_fg_expand]: 2.81e-06 [replace_old_param]: 1.232e-05 [inline_without_move]: 6.27001e-06 [renormalize]: 0.0029825 [add_forward_monad_depend]: 1.79e-05 [auto_monad_grad]: 2.93e-06 [auto_monad_eliminator]: 2.456e-05 [cse]: 3.841e-05 [replace_applicator]: 2.672e-05 [Cycle 2]: 0.00045306, [27] [switch_simplify]: 7.75998e-06 [loop_unroll]: 6.33e-06 [a_1]: 0.00015908 [with_stream_mark]: 2.018e-05 [recompute_prepare]: 6.91001e-06 [updatestate_depend_eliminate]: 4.60001e-06 [updatestate_assign_eliminate]: 3.88999e-06 [updatestate_loads_eliminate]: 2.76e-06 [parameter_eliminate]: 1.75001e-06 [specialize_transform]: 6.41e-06 [updatestate_useless_node_eliminater]: 6.17001e-06 [accelerated_algorithm]: 6.28e-06 [meta_shard_fg_expand]: 2.41998e-06 [get_grad_eliminate_]: 5.60001e-06 [merge_forward]: 4.28001e-06 [cell_reuse_recompute_pass]: 3.93999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.764e-05 [j_node_and_user_rematch]: 1.004e-05 [meta_fg_expand]: 3.16001e-06 [replace_old_param]: 1.109e-05 [inline_without_move]: 6.41e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.42999e-06 [auto_monad_grad]: 9.09989e-07 [auto_monad_eliminator]: 8.50001e-06 [cse]: 1.555e-05 [replace_applicator]: 7.19001e-06 [py_interpret_to_execute_after_opt_a]: 1.807e-05 [rewriter_after_opt_a]: 4.311e-05 [convert_after_rewriter]: 8.28999e-06 [order_py_execute_after_rewriter]: 5.04998e-06 [mutable_eliminate]: 0.00081871 [jit_opt_b]: 6.363e-05, [1] [Cycle 1]: 5.504e-05, [2] [frontend_op_eliminate]: 2.151e-05 [inline_after_opt_a]: 1.97e-05 [cconv]: 3.799e-05 [loop_unroll]: 0.00049648 [jit_opt_after_cconv]: 0.00018735, [1] [Cycle 1]: 0.00018026, [11] [c_1]: 2.916e-05 [parameter_eliminate]: 4.87998e-06 [updatestate_depend_eliminate]: 9.46e-06 [updatestate_assign_eliminate]: 3.29001e-06 [updatestate_loads_eliminate]: 2.54001e-06 [cse]: 3.573e-05 [call_graph_tuple_transform]: 2.55e-05 [tuple_list_get_item_eliminator]: 7.48e-06 [none_parameter_eliminate]: 1.89e-06 [renormalize]: 9.50007e-07 [switch_simplify]: 6.45002e-06 [remove_dup_value]: 1.626e-05 [partial_unused_args_eliminate]: 2.18998e-06 [environ_conv]: 1.105e-05 [add_recomputation]: 5.582e-05 [cse_after_recomputation]: 2.672e-05, [1] [Cycle 1]: 2.016e-05, [1] [cse]: 1.352e-05 [auto_monad_reorder]: 1.745e-05 [get_jit_bprop_graph]: 2.52001e-06 [rewriter_after_jit_bprop_graph]: 0.0003245 [opt_after_jit_grad]: 0.0006255 [symbol_engine_optimizer]: 9.505e-05, [1] [Cycle 1]: 8.682e-05, [6] [build]: 6.15002e-06 [elim_shapecalc]: 9.69e-06 [elim_not_effective]: 1.724e-05 [opt_reshape]: 1.216e-05 [fold_const_symbol]: 9.67001e-06 [renormalize]: 4.7998e-07 [validate]: 5.894e-05 Sums bootstrap : 0.000804s : 0.10% type_inference : 0.831608s : 98.98% event_method : 0.000023s : 0.00% auto_monad : 0.000086s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000390s : 0.05% rewriter_before_opt_a : 0.000092s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000083s : 0.01% jit_opt_a.loop_unroll : 0.000039s : 0.00% jit_opt_a.a_1 : 0.000838s : 0.10% jit_opt_a.with_stream_mark : 0.000053s : 0.01% jit_opt_a.recompute_prepare : 0.000018s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000013s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000012s : 0.00% jit_opt_a.merge_forward : 0.000009s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000022s : 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 : 0.000013s : 0.00% jit_opt_a.renormalize : 0.002983s : 0.36% jit_opt_a.add_forward_monad_depend : 0.000019s : 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 : 0.000054s : 0.01% jit_opt_a.replace_applicator : 0.000034s : 0.00% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000043s : 0.01% convert_after_rewriter : 0.000008s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000819s : 0.10% jit_opt_b.frontend_op_eliminate : 0.000022s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000038s : 0.00% loop_unroll : 0.000496s : 0.06% jit_opt_after_cconv.c_1 : 0.000029s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000036s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000006s : 0.00% remove_dup_value : 0.000016s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000011s : 0.00% add_recomputation : 0.000056s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000017s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000324s : 0.04% opt_after_jit_grad : 0.000625s : 0.07% symbol_engine_optimizer.build : 0.000006s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000017s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000010s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000059s : 0.01% Time group info: ------[substitution.] 0.000284 28 0.84% : 0.000002s : 2: substitution.elim_not_effective 0.48% : 0.000001s : 2: substitution.fold_const_symbol 2.12% : 0.000006s : 4: substitution.graph_param_transform 76.30% : 0.000217s : 5: substitution.inline 1.70% : 0.000005s : 4: substitution.j_node_and_user_rematch 0.84% : 0.000002s : 1: substitution.opt_reshape 2.24% : 0.000006s : 4: substitution.remove_not_recompute_node 3.14% : 0.000009s : 2: substitution.replace_old_param 9.47% : 0.000027s : 3: substitution.reshape_eliminate 2.87% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.831465 2 99.72% : 0.829127s : 1: type_inference.infer 0.28% : 0.002338s : 1: type_inference.specialize ------[replace.] 0.000065 6 83.94% : 0.000054s : 5: replace.inline 16.06% : 0.000010s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000220 6 96.63% : 0.000213s : 5: match.inline 3.37% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000157 867 1.32% : 0.000002s : 13: predicate.accumulaten_eliminater 1.38% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.47% : 0.000002s : 13: predicate.addn_check_dump 1.41% : 0.000002s : 13: predicate.addn_zero_filter 2.19% : 0.000003s : 13: predicate.arithmetic_simplify 1.39% : 0.000002s : 13: predicate.cast_eliminate 0.39% : 0.000001s : 4: predicate.check_bprop_eliminate 1.09% : 0.000002s : 13: predicate.compare_switch_simplify 1.13% : 0.000002s : 13: predicate.depend_value_elim 1.09% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.20% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.44% : 0.000002s : 13: predicate.dict_set_item_eliminator 1.03% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.45% : 0.000001s : 4: predicate.elim_not_effective 0.69% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.27% : 0.000002s : 13: predicate.environ_add_const_eliminate 0.99% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.15% : 0.000002s : 13: predicate.environ_get_depend_swap 1.27% : 0.000002s : 13: predicate.environ_get_eliminate 1.07% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.24% : 0.000000s : 4: predicate.fold_const_symbol 0.96% : 0.000001s : 8: predicate.get_grad_eliminate 0.39% : 0.000001s : 4: predicate.graph_param_transform 5.79% : 0.000009s : 27: predicate.inline 1.08% : 0.000002s : 8: predicate.inline_without_move 0.40% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.08% : 0.000002s : 8: predicate.less_batch_normalization 1.45% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.82% : 0.000003s : 18: predicate.load_eliminater 1.45% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.35% : 0.000005s : 37: predicate.loop_unroll_before_grad 1.94% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.22% : 0.000002s : 13: predicate.merge_addn 1.15% : 0.000002s : 13: predicate.minmaximum_grad 2.21% : 0.000003s : 4: predicate.mutable_eliminate 0.64% : 0.000001s : 4: predicate.opt_reshape 2.01% : 0.000003s : 18: predicate.partial_eliminate 1.22% : 0.000002s : 13: predicate.print_const_string_wrapper 1.97% : 0.000003s : 13: predicate.reduce_eliminate 1.22% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.47% : 0.000001s : 8: predicate.remove_not_recompute_node 1.87% : 0.000003s : 22: predicate.replace_applicator 0.50% : 0.000001s : 8: predicate.replace_old_param 0.43% : 0.000001s : 4: predicate.reset_defer_inline 2.01% : 0.000003s : 13: predicate.reshape_eliminate 1.26% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.76% : 0.000001s : 4: predicate.row_tensor_eliminate 1.36% : 0.000002s : 13: predicate.same_eliminate 0.59% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.08% : 0.000002s : 8: predicate.special_op_eliminate 1.03% : 0.000002s : 8: predicate.specialize_transform 1.41% : 0.000002s : 13: predicate.split_environ_get_set_with_tuple_value 1.40% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.42% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.19% : 0.000003s : 19: predicate.switch_defer_inline 1.91% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.21% : 0.000011s : 60: predicate.switch_simplify 1.27% : 0.000002s : 13: predicate.tile_eliminate 1.26% : 0.000002s : 13: predicate.transpose_eliminate 1.41% : 0.000002s : 13: predicate.tuple_list_convert_item_index_to_positive 1.26% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.87% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.86% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.36% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.64% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.82% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.45% : 0.000002s : 13: predicate.value_based_eliminate 0.28% : 0.000000s : 4: predicate.virtual_view_grad_eliminate 0.62% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003787 27 73.45% : 0.002781s : 20: func_graph_cloner_run.FuncGraphClonerGraph 26.55% : 0.001005s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.850808 72 0.01% : 0.000059s : 1: add_recomputation 0.01% : 0.000090s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.10% : 0.000847s : 1: bootstrap 0.00% : 0.000041s : 1: cconv 0.00% : 0.000011s : 1: convert_after_rewriter 0.00% : 0.000029s : 1: cse_after_recomputation 0.00% : 0.000014s : 1: environ_conv 0.00% : 0.000028s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 1.23% : 0.010452s : 1: jit_opt_a 0.02% : 0.000192s : 1: jit_opt_after_cconv 0.01% : 0.000067s : 1: jit_opt_b 0.06% : 0.000507s : 1: loop_unroll 0.10% : 0.000833s : 1: mutable_eliminate 0.13% : 0.001119s : 26: opt.transform.jit_opt_a 0.01% : 0.000064s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000034s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000021s : 1: opt.transform.mutable_eliminate 0.00% : 0.000032s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000045s : 4: opt.transform.symbol_engine_opt 0.08% : 0.000638s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000398s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000019s : 1: remove_dup_value 0.22% : 0.001909s : 1: renormalize.infer 0.12% : 0.001059s : 1: renormalize.specialize 0.04% : 0.000332s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000047s : 1: rewriter_after_opt_a 0.01% : 0.000098s : 1: rewriter_before_opt_a 0.01% : 0.000098s : 1: symbol_engine_optimizer 97.75% : 0.831634s : 1: type_inference TotalTime = 1.0693, [30] [bootstrap]: 0.00034372 [type_inference]: 0.804906 [event_method]: 0.0005701 [auto_monad]: 0.00019384 [graph_reusing]: 1.15e-05 [pre_auto_parallel]: 3.93001e-06 [py_interpret_to_execute]: 7.227e-05 [rewriter_before_opt_a]: 0.00017842 [expand_dump_flag]: 5.25001e-06 [jit_opt_a]: 0.259608, [2] [Cycle 1]: 0.254745, [27] [switch_simplify]: 0.00024099 [loop_unroll]: 8.839e-05 [a_1]: 0.00176293 [with_stream_mark]: 4.632e-05 [recompute_prepare]: 3.688e-05 [updatestate_depend_eliminate]: 1.09e-05 [updatestate_assign_eliminate]: 7.43999e-06 [updatestate_loads_eliminate]: 6.64001e-06 [parameter_eliminate]: 3.41999e-06 [specialize_transform]: 1.824e-05 [updatestate_useless_node_eliminater]: 1.59e-05 [accelerated_algorithm]: 1.608e-05 [meta_shard_fg_expand]: 5.87001e-06 [get_grad_eliminate_]: 1.551e-05 [merge_forward]: 1.079e-05 [cell_reuse_recompute_pass]: 1.34998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.555e-05 [j_node_and_user_rematch]: 2.936e-05 [meta_fg_expand]: 0.00263023 [replace_old_param]: 9.01e-05 [inline_without_move]: 8.05e-05 [renormalize]: 0.249129 [add_forward_monad_depend]: 1.171e-05 [auto_monad_grad]: 2.61e-06 [auto_monad_eliminator]: 2.322e-05 [cse]: 3.513e-05 [replace_applicator]: 2.623e-05 [Cycle 2]: 0.00053931, [27] [switch_simplify]: 5.92999e-06 [loop_unroll]: 5.07e-06 [a_1]: 5.96e-05 [with_stream_mark]: 1.938e-05 [recompute_prepare]: 4.25e-06 [updatestate_depend_eliminate]: 3.83001e-06 [updatestate_assign_eliminate]: 3.09999e-06 [updatestate_loads_eliminate]: 2.49001e-06 [parameter_eliminate]: 1.94999e-06 [specialize_transform]: 4.32e-06 [updatestate_useless_node_eliminater]: 3.96001e-06 [accelerated_algorithm]: 3.85e-06 [meta_shard_fg_expand]: 2.27999e-06 [get_grad_eliminate_]: 4.15999e-06 [merge_forward]: 4.05e-06 [cell_reuse_recompute_pass]: 4.68999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.972e-05 [j_node_and_user_rematch]: 8.35999e-06 [meta_fg_expand]: 0.00019961 [replace_old_param]: 8.22e-06 [inline_without_move]: 4.71002e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.68e-06 [auto_monad_grad]: 1.45999e-06 [auto_monad_eliminator]: 8.03001e-06 [cse]: 1.516e-05 [replace_applicator]: 4.77e-06 [py_interpret_to_execute_after_opt_a]: 2.09e-05 [rewriter_after_opt_a]: 0.00047116 [convert_after_rewriter]: 1.763e-05 [order_py_execute_after_rewriter]: 4.77e-06 [mutable_eliminate]: 0.0009371 [jit_opt_b]: 5.635e-05, [1] [Cycle 1]: 4.582e-05, [2] [frontend_op_eliminate]: 1.491e-05 [inline_after_opt_a]: 1.833e-05 [cconv]: 4.416e-05 [loop_unroll]: 0.00057388 [jit_opt_after_cconv]: 0.00018527, [1] [Cycle 1]: 0.00017732, [11] [c_1]: 1.811e-05 [parameter_eliminate]: 6.76999e-06 [updatestate_depend_eliminate]: 1.115e-05 [updatestate_assign_eliminate]: 3.33998e-06 [updatestate_loads_eliminate]: 2.24001e-06 [cse]: 4.266e-05 [call_graph_tuple_transform]: 2.422e-05 [tuple_list_get_item_eliminator]: 4.27998e-06 [none_parameter_eliminate]: 1.55001e-06 [renormalize]: 9.5999e-07 [switch_simplify]: 5.02e-06 [remove_dup_value]: 1.7e-05 [partial_unused_args_eliminate]: 2.94999e-06 [environ_conv]: 7.01001e-06 [add_recomputation]: 4.894e-05 [cse_after_recomputation]: 2.404e-05, [1] [Cycle 1]: 1.76e-05, [1] [cse]: 9.49e-06 [auto_monad_reorder]: 1.518e-05 [get_jit_bprop_graph]: 2.66e-06 [rewriter_after_jit_bprop_graph]: 1.043e-05 [opt_after_jit_grad]: 0.00056699 [symbol_engine_optimizer]: 7.723e-05, [1] [Cycle 1]: 6.971e-05, [6] [build]: 5.29998e-06 [elim_shapecalc]: 7.3e-06 [elim_not_effective]: 1.302e-05 [opt_reshape]: 5.20999e-06 [fold_const_symbol]: 6.66e-06 [renormalize]: 3.59985e-07 [validate]: 4.221e-05 Sums bootstrap : 0.000344s : 0.03% type_inference : 0.804906s : 75.65% event_method : 0.000570s : 0.05% auto_monad : 0.000194s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000072s : 0.01% rewriter_before_opt_a : 0.000178s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000247s : 0.02% jit_opt_a.loop_unroll : 0.000093s : 0.01% jit_opt_a.a_1 : 0.001823s : 0.17% jit_opt_a.with_stream_mark : 0.000066s : 0.01% jit_opt_a.recompute_prepare : 0.000041s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000023s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000020s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000015s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000055s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000038s : 0.00% jit_opt_a.meta_fg_expand : 0.002830s : 0.27% jit_opt_a.replace_old_param : 0.000098s : 0.01% jit_opt_a.inline_without_move : 0.000085s : 0.01% jit_opt_a.renormalize : 0.249130s : 23.41% jit_opt_a.add_forward_monad_depend : 0.000014s : 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 : 0.000050s : 0.00% jit_opt_a.replace_applicator : 0.000031s : 0.00% py_interpret_to_execute_after_opt_a : 0.000021s : 0.00% rewriter_after_opt_a : 0.000471s : 0.04% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000937s : 0.09% jit_opt_b.frontend_op_eliminate : 0.000015s : 0.00% jit_opt_b.inline_after_opt_a : 0.000018s : 0.00% cconv : 0.000044s : 0.00% loop_unroll : 0.000574s : 0.05% jit_opt_after_cconv.c_1 : 0.000018s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000043s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000004s : 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 : 0.000005s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000007s : 0.00% add_recomputation : 0.000049s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000567s : 0.05% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000013s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000042s : 0.00% Time group info: ------[substitution.] 0.000625 69 0.29% : 0.000002s : 1: substitution.elim_not_effective 0.18% : 0.000001s : 1: substitution.fold_const_symbol 0.86% : 0.000005s : 1: substitution.graph_param_transform 74.20% : 0.000464s : 14: substitution.inline 5.33% : 0.000033s : 2: substitution.inline_without_move 1.66% : 0.000010s : 9: substitution.j_node_and_user_rematch 0.87% : 0.000005s : 2: substitution.minmaximum_grad 1.76% : 0.000011s : 9: substitution.partial_eliminate 1.69% : 0.000011s : 9: substitution.remove_not_recompute_node 0.70% : 0.000004s : 1: substitution.replace_applicator 1.36% : 0.000008s : 7: substitution.replace_old_param 2.13% : 0.000013s : 2: substitution.reshape_eliminate 1.05% : 0.000007s : 1: substitution.set_cell_output_no_recompute 2.37% : 0.000015s : 3: substitution.switch_simplify 1.71% : 0.000011s : 2: substitution.tuple_list_convert_item_index_to_positive 1.02% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 2.82% : 0.000018s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.804729 2 99.47% : 0.800448s : 1: type_inference.infer 0.53% : 0.004282s : 1: type_inference.specialize ------[replace.] 0.000241 18 60.68% : 0.000146s : 14: replace.inline 33.97% : 0.000082s : 3: replace.switch_simplify 5.35% : 0.000013s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000471 18 96.27% : 0.000453s : 14: match.inline 2.82% : 0.000013s : 3: match.switch_simplify 0.91% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000285 1710 1.38% : 0.000004s : 29: predicate.accumulaten_eliminater 0.69% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.30% : 0.000004s : 29: predicate.addn_check_dump 1.48% : 0.000004s : 29: predicate.addn_zero_filter 2.05% : 0.000006s : 29: predicate.arithmetic_simplify 1.35% : 0.000004s : 29: predicate.cast_eliminate 0.12% : 0.000000s : 1: predicate.check_bprop_eliminate 1.26% : 0.000004s : 29: predicate.compare_switch_simplify 1.33% : 0.000004s : 29: predicate.depend_value_elim 1.28% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.45% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.40% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.48% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.15% : 0.000000s : 1: predicate.elim_not_effective 0.20% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.31% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.26% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.25% : 0.000004s : 29: predicate.environ_get_depend_swap 1.32% : 0.000004s : 29: predicate.environ_get_eliminate 1.30% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.05% : 0.000000s : 1: predicate.fold_const_symbol 1.02% : 0.000003s : 14: predicate.get_grad_eliminate 0.12% : 0.000000s : 1: predicate.graph_param_transform 5.79% : 0.000017s : 46: predicate.inline 2.68% : 0.000008s : 38: predicate.inline_without_move 0.36% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.03% : 0.000003s : 14: predicate.less_batch_normalization 1.42% : 0.000004s : 30: predicate.list_to_tuple_eliminator_ 1.51% : 0.000004s : 31: predicate.load_eliminater 0.87% : 0.000002s : 1: predicate.loop_unroll_after_grad 4.12% : 0.000012s : 78: predicate.loop_unroll_before_grad 1.76% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.32% : 0.000004s : 29: predicate.merge_addn 1.32% : 0.000004s : 29: predicate.minmaximum_grad 1.18% : 0.000003s : 1: predicate.mutable_eliminate 0.19% : 0.000001s : 1: predicate.opt_reshape 2.12% : 0.000006s : 31: predicate.partial_eliminate 1.63% : 0.000005s : 29: predicate.print_const_string_wrapper 1.64% : 0.000005s : 29: predicate.reduce_eliminate 1.42% : 0.000004s : 30: predicate.redundant_stop_gradient_eliminater 0.56% : 0.000002s : 14: predicate.remove_not_recompute_node 1.80% : 0.000005s : 32: predicate.replace_applicator 1.52% : 0.000004s : 38: predicate.replace_old_param 0.24% : 0.000001s : 1: predicate.reset_defer_inline 1.54% : 0.000004s : 29: predicate.reshape_eliminate 1.44% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.45% : 0.000001s : 1: predicate.row_tensor_eliminate 1.33% : 0.000004s : 29: predicate.same_eliminate 0.65% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.22% : 0.000001s : 2: predicate.special_op_eliminate 1.10% : 0.000003s : 14: predicate.specialize_transform 1.48% : 0.000004s : 29: predicate.split_environ_get_set_with_tuple_value 1.32% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.15% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.02% : 0.000009s : 44: predicate.switch_defer_inline 2.54% : 0.000007s : 44: predicate.switch_layer_defer_inline 7.60% : 0.000022s : 129: predicate.switch_simplify 1.32% : 0.000004s : 29: predicate.tile_eliminate 1.33% : 0.000004s : 29: predicate.transpose_eliminate 1.57% : 0.000004s : 29: predicate.tuple_list_convert_item_index_to_positive 1.60% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 3.42% : 0.000010s : 32: predicate.tuple_list_get_item_eliminator 1.92% : 0.000005s : 29: predicate.tuple_list_set_item_eliminator 1.55% : 0.000004s : 30: predicate.tuple_to_list_eliminator_ 1.77% : 0.000005s : 31: predicate.updatestate_pure_node_eliminater 2.61% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.77% : 0.000005s : 29: predicate.value_based_eliminate 0.08% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.18% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005867 53 87.15% : 0.005112s : 36: func_graph_cloner_run.FuncGraphClonerGraph 12.85% : 0.000754s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.321002 72 0.00% : 0.000052s : 1: add_recomputation 0.02% : 0.000207s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.03% : 0.000373s : 1: bootstrap 0.00% : 0.000047s : 1: cconv 0.00% : 0.000021s : 1: convert_after_rewriter 0.00% : 0.000027s : 1: cse_after_recomputation 0.00% : 0.000009s : 1: environ_conv 0.04% : 0.000585s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 19.65% : 0.259612s : 1: jit_opt_a 0.01% : 0.000190s : 1: jit_opt_after_cconv 0.00% : 0.000060s : 1: jit_opt_b 0.04% : 0.000586s : 1: loop_unroll 0.07% : 0.000954s : 1: mutable_eliminate 0.19% : 0.002543s : 26: opt.transform.jit_opt_a 0.00% : 0.000047s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000023s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000025s : 1: opt.transform.mutable_eliminate 0.00% : 0.000024s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000580s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000077s : 1: py_interpret_to_execute 0.00% : 0.000024s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 18.79% : 0.248153s : 1: renormalize.infer 0.07% : 0.000957s : 1: renormalize.specialize 0.00% : 0.000014s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000482s : 1: rewriter_after_opt_a 0.01% : 0.000184s : 1: rewriter_before_opt_a 0.01% : 0.000080s : 1: symbol_engine_optimizer 60.93% : 0.804938s : 1: type_inference TotalTime = 0.728142, [30] [bootstrap]: 0.00038061 [type_inference]: 0.573236 [event_method]: 2.558e-05 [auto_monad]: 8.315e-05 [graph_reusing]: 6.88998e-06 [pre_auto_parallel]: 2.94999e-06 [py_interpret_to_execute]: 0.000405 [rewriter_before_opt_a]: 9.55e-05 [expand_dump_flag]: 4.33001e-06 [jit_opt_a]: 0.150859, [2] [Cycle 1]: 0.00454115, [27] [switch_simplify]: 7.759e-05 [loop_unroll]: 3.235e-05 [a_1]: 0.00069201 [with_stream_mark]: 3.322e-05 [recompute_prepare]: 1.331e-05 [updatestate_depend_eliminate]: 5.54e-06 [updatestate_assign_eliminate]: 4.22e-06 [updatestate_loads_eliminate]: 3.70998e-06 [parameter_eliminate]: 2.17999e-06 [specialize_transform]: 8.97999e-06 [updatestate_useless_node_eliminater]: 6.26998e-06 [accelerated_algorithm]: 7.91001e-06 [meta_shard_fg_expand]: 2.84001e-06 [get_grad_eliminate_]: 8.27e-06 [merge_forward]: 4.97e-06 [cell_reuse_recompute_pass]: 2.09e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.018e-05 [j_node_and_user_rematch]: 1.121e-05 [meta_fg_expand]: 2.78e-06 [replace_old_param]: 1.302e-05 [inline_without_move]: 7.53e-06 [renormalize]: 0.00321205 [add_forward_monad_depend]: 1.234e-05 [auto_monad_grad]: 3.25998e-06 [auto_monad_eliminator]: 2.71e-05 [cse]: 3.937e-05 [replace_applicator]: 2.621e-05 [Cycle 2]: 0.00047339, [27] [switch_simplify]: 8.55001e-06 [loop_unroll]: 6.86001e-06 [a_1]: 0.00016453 [with_stream_mark]: 1.899e-05 [recompute_prepare]: 7.85e-06 [updatestate_depend_eliminate]: 4.66002e-06 [updatestate_assign_eliminate]: 3.85998e-06 [updatestate_loads_eliminate]: 2.49001e-06 [parameter_eliminate]: 2.39001e-06 [specialize_transform]: 7.01001e-06 [updatestate_useless_node_eliminater]: 6.23e-06 [accelerated_algorithm]: 6.51999e-06 [meta_shard_fg_expand]: 2.84999e-06 [get_grad_eliminate_]: 6.26998e-06 [merge_forward]: 4.82998e-06 [cell_reuse_recompute_pass]: 4.52998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.801e-05 [j_node_and_user_rematch]: 1.074e-05 [meta_fg_expand]: 2.67001e-06 [replace_old_param]: 1.037e-05 [inline_without_move]: 5.90002e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.97999e-06 [auto_monad_grad]: 2.02999e-06 [auto_monad_eliminator]: 8.95999e-06 [cse]: 1.645e-05 [replace_applicator]: 6.87002e-06 [py_interpret_to_execute_after_opt_a]: 2.136e-05 [rewriter_after_opt_a]: 4.779e-05 [convert_after_rewriter]: 8.49998e-06 [order_py_execute_after_rewriter]: 4.90999e-06 [mutable_eliminate]: 0.0008604 [jit_opt_b]: 6.687e-05, [1] [Cycle 1]: 5.832e-05, [2] [frontend_op_eliminate]: 2.248e-05 [inline_after_opt_a]: 2.219e-05 [cconv]: 4.175e-05 [loop_unroll]: 0.00052358 [jit_opt_after_cconv]: 0.00019681, [1] [Cycle 1]: 0.00018969, [11] [c_1]: 2.901e-05 [parameter_eliminate]: 6.40002e-06 [updatestate_depend_eliminate]: 1.078e-05 [updatestate_assign_eliminate]: 2.92002e-06 [updatestate_loads_eliminate]: 3.49001e-06 [cse]: 3.956e-05 [call_graph_tuple_transform]: 2.691e-05 [tuple_list_get_item_eliminator]: 6.98e-06 [none_parameter_eliminate]: 1.40999e-06 [renormalize]: 7.30011e-07 [switch_simplify]: 6.89001e-06 [remove_dup_value]: 1.762e-05 [partial_unused_args_eliminate]: 2.58e-06 [environ_conv]: 1.264e-05 [add_recomputation]: 6.185e-05 [cse_after_recomputation]: 9.939e-05, [1] [Cycle 1]: 2.164e-05, [1] [cse]: 1.447e-05 [auto_monad_reorder]: 1.984e-05 [get_jit_bprop_graph]: 2.41e-06 [rewriter_after_jit_bprop_graph]: 1.015e-05 [opt_after_jit_grad]: 0.00059812 [symbol_engine_optimizer]: 0.00010626, [1] [Cycle 1]: 9.641e-05, [6] [build]: 7.45e-06 [elim_shapecalc]: 1.223e-05 [elim_not_effective]: 2.062e-05 [opt_reshape]: 1.182e-05 [fold_const_symbol]: 1.015e-05 [renormalize]: 8.50006e-07 [validate]: 6.59e-05 Sums bootstrap : 0.000381s : 0.07% type_inference : 0.573236s : 98.59% event_method : 0.000026s : 0.00% auto_monad : 0.000083s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000405s : 0.07% rewriter_before_opt_a : 0.000095s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000086s : 0.01% jit_opt_a.loop_unroll : 0.000039s : 0.01% jit_opt_a.a_1 : 0.000857s : 0.15% jit_opt_a.with_stream_mark : 0.000052s : 0.01% jit_opt_a.recompute_prepare : 0.000021s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000012s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 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 : 0.000007s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000038s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000022s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.003212s : 0.55% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000036s : 0.01% jit_opt_a.cse : 0.000056s : 0.01% jit_opt_a.replace_applicator : 0.000033s : 0.01% py_interpret_to_execute_after_opt_a : 0.000021s : 0.00% rewriter_after_opt_a : 0.000048s : 0.01% convert_after_rewriter : 0.000008s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000860s : 0.15% jit_opt_b.frontend_op_eliminate : 0.000022s : 0.00% jit_opt_b.inline_after_opt_a : 0.000022s : 0.00% cconv : 0.000042s : 0.01% loop_unroll : 0.000524s : 0.09% jit_opt_after_cconv.c_1 : 0.000029s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000040s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000027s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000013s : 0.00% add_recomputation : 0.000062s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000020s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000598s : 0.10% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000010s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000066s : 0.01% Time group info: ------[substitution.] 0.000286 28 0.79% : 0.000002s : 2: substitution.elim_not_effective 0.50% : 0.000001s : 2: substitution.fold_const_symbol 2.36% : 0.000007s : 4: substitution.graph_param_transform 76.42% : 0.000218s : 5: substitution.inline 1.68% : 0.000005s : 4: substitution.j_node_and_user_rematch 0.49% : 0.000001s : 1: substitution.opt_reshape 2.40% : 0.000007s : 4: substitution.remove_not_recompute_node 2.75% : 0.000008s : 2: substitution.replace_old_param 9.61% : 0.000027s : 3: substitution.reshape_eliminate 3.00% : 0.000009s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.573118 2 99.61% : 0.570885s : 1: type_inference.infer 0.39% : 0.002233s : 1: type_inference.specialize ------[replace.] 0.000063 6 84.84% : 0.000053s : 5: replace.inline 15.16% : 0.000010s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000222 6 96.47% : 0.000214s : 5: match.inline 3.53% : 0.000008s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000167 867 1.26% : 0.000002s : 13: predicate.accumulaten_eliminater 1.57% : 0.000003s : 4: predicate.ad_related_special_op_eliminate 0.99% : 0.000002s : 13: predicate.addn_check_dump 1.36% : 0.000002s : 13: predicate.addn_zero_filter 2.48% : 0.000004s : 13: predicate.arithmetic_simplify 1.46% : 0.000002s : 13: predicate.cast_eliminate 0.40% : 0.000001s : 4: predicate.check_bprop_eliminate 1.04% : 0.000002s : 13: predicate.compare_switch_simplify 1.11% : 0.000002s : 13: predicate.depend_value_elim 1.10% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.39% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.15% : 0.000002s : 13: predicate.dict_set_item_eliminator 1.27% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.45% : 0.000001s : 4: predicate.elim_not_effective 0.85% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.29% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.06% : 0.000002s : 13: predicate.environ_get_depend_swap 1.13% : 0.000002s : 13: predicate.environ_get_eliminate 1.05% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.25% : 0.000000s : 4: predicate.fold_const_symbol 1.32% : 0.000002s : 8: predicate.get_grad_eliminate 0.23% : 0.000000s : 4: predicate.graph_param_transform 5.29% : 0.000009s : 27: predicate.inline 1.04% : 0.000002s : 8: predicate.inline_without_move 0.35% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.26% : 0.000002s : 8: predicate.less_batch_normalization 1.60% : 0.000003s : 14: predicate.list_to_tuple_eliminator_ 2.03% : 0.000003s : 18: predicate.load_eliminater 1.50% : 0.000003s : 4: predicate.loop_unroll_after_grad 3.18% : 0.000005s : 37: predicate.loop_unroll_before_grad 2.12% : 0.000004s : 17: predicate.make_slice_get_slice_eliminator 1.05% : 0.000002s : 13: predicate.merge_addn 1.16% : 0.000002s : 13: predicate.minmaximum_grad 2.17% : 0.000004s : 4: predicate.mutable_eliminate 0.84% : 0.000001s : 4: predicate.opt_reshape 1.85% : 0.000003s : 18: predicate.partial_eliminate 1.23% : 0.000002s : 13: predicate.print_const_string_wrapper 1.65% : 0.000003s : 13: predicate.reduce_eliminate 1.30% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000001s : 8: predicate.remove_not_recompute_node 1.95% : 0.000003s : 22: predicate.replace_applicator 0.47% : 0.000001s : 8: predicate.replace_old_param 0.41% : 0.000001s : 4: predicate.reset_defer_inline 1.59% : 0.000003s : 13: predicate.reshape_eliminate 1.29% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.92% : 0.000002s : 4: predicate.row_tensor_eliminate 1.26% : 0.000002s : 13: predicate.same_eliminate 0.62% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.81% : 0.000001s : 8: predicate.special_op_eliminate 1.38% : 0.000002s : 8: predicate.specialize_transform 1.53% : 0.000003s : 13: predicate.split_environ_get_set_with_tuple_value 1.31% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.37% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.06% : 0.000003s : 19: predicate.switch_defer_inline 2.03% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.42% : 0.000012s : 60: predicate.switch_simplify 1.39% : 0.000002s : 13: predicate.tile_eliminate 1.27% : 0.000002s : 13: predicate.transpose_eliminate 1.48% : 0.000002s : 13: predicate.tuple_list_convert_item_index_to_positive 1.11% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 4.07% : 0.000007s : 22: predicate.tuple_list_get_item_eliminator 1.57% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.53% : 0.000003s : 14: predicate.tuple_to_list_eliminator_ 1.68% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.65% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.53% : 0.000003s : 13: predicate.value_based_eliminate 0.36% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.56% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003040 23 68.98% : 0.002097s : 16: func_graph_cloner_run.FuncGraphClonerGraph 31.02% : 0.000943s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.732574 72 0.01% : 0.000065s : 1: add_recomputation 0.01% : 0.000088s : 1: auto_monad 0.00% : 0.000023s : 1: auto_monad_reorder 0.06% : 0.000413s : 1: bootstrap 0.01% : 0.000045s : 1: cconv 0.00% : 0.000011s : 1: convert_after_rewriter 0.01% : 0.000102s : 1: cse_after_recomputation 0.00% : 0.000015s : 1: environ_conv 0.00% : 0.000033s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 20.59% : 0.150864s : 1: jit_opt_a 0.03% : 0.000200s : 1: jit_opt_after_cconv 0.01% : 0.000071s : 1: jit_opt_b 0.07% : 0.000535s : 1: loop_unroll 0.12% : 0.000878s : 1: mutable_eliminate 0.16% : 0.001151s : 26: opt.transform.jit_opt_a 0.01% : 0.000065s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000036s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000024s : 1: opt.transform.mutable_eliminate 0.01% : 0.000038s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000049s : 4: opt.transform.symbol_engine_opt 0.08% : 0.000615s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.06% : 0.000415s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.29% : 0.002093s : 1: renormalize.infer 0.15% : 0.001101s : 1: renormalize.specialize 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000052s : 1: rewriter_after_opt_a 0.01% : 0.000103s : 1: rewriter_before_opt_a 0.01% : 0.000109s : 1: symbol_engine_optimizer 78.25% : 0.573268s : 1: type_inference TotalTime = 0.912329, [30] [bootstrap]: 0.00035892 [type_inference]: 0.69438 [event_method]: 0.00055306 [auto_monad]: 0.00020849 [graph_reusing]: 1.187e-05 [pre_auto_parallel]: 4.17e-06 [py_interpret_to_execute]: 6.99e-05 [rewriter_before_opt_a]: 0.00018217 [expand_dump_flag]: 5.00001e-06 [jit_opt_a]: 0.213438, [2] [Cycle 1]: 0.208687, [27] [switch_simplify]: 0.00024249 [loop_unroll]: 6.722e-05 [a_1]: 0.147831 [with_stream_mark]: 4.993e-05 [recompute_prepare]: 3.753e-05 [updatestate_depend_eliminate]: 1.113e-05 [updatestate_assign_eliminate]: 7.81001e-06 [updatestate_loads_eliminate]: 7.10002e-06 [parameter_eliminate]: 4.47e-06 [specialize_transform]: 1.811e-05 [updatestate_useless_node_eliminater]: 1.557e-05 [accelerated_algorithm]: 1.66e-05 [meta_shard_fg_expand]: 8.13001e-06 [get_grad_eliminate_]: 1.499e-05 [merge_forward]: 9.82001e-06 [cell_reuse_recompute_pass]: 1.64e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.532e-05 [j_node_and_user_rematch]: 2.931e-05 [meta_fg_expand]: 0.00250668 [replace_old_param]: 9.213e-05 [inline_without_move]: 0.00010244 [renormalize]: 0.0570966 [add_forward_monad_depend]: 1.091e-05 [auto_monad_grad]: 3.48e-06 [auto_monad_eliminator]: 2.104e-05 [cse]: 3.457e-05 [replace_applicator]: 2.396e-05 [Cycle 2]: 0.00051698, [27] [switch_simplify]: 5.67001e-06 [loop_unroll]: 5.49e-06 [a_1]: 6.295e-05 [with_stream_mark]: 1.67e-05 [recompute_prepare]: 5.10999e-06 [updatestate_depend_eliminate]: 3.96001e-06 [updatestate_assign_eliminate]: 3.01001e-06 [updatestate_loads_eliminate]: 2.13998e-06 [parameter_eliminate]: 1.76e-06 [specialize_transform]: 3.85998e-06 [updatestate_useless_node_eliminater]: 3.94002e-06 [accelerated_algorithm]: 4.12e-06 [meta_shard_fg_expand]: 2.19001e-06 [get_grad_eliminate_]: 4.26001e-06 [merge_forward]: 3.9e-06 [cell_reuse_recompute_pass]: 4.29002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.868e-05 [j_node_and_user_rematch]: 7.55e-06 [meta_fg_expand]: 0.00018696 [replace_old_param]: 6.67002e-06 [inline_without_move]: 4.42e-06 [renormalize]: 1.00001e-07 [add_forward_monad_depend]: 2.29001e-06 [auto_monad_grad]: 1.40001e-06 [auto_monad_eliminator]: 7.06001e-06 [cse]: 1.406e-05 [replace_applicator]: 5.25999e-06 [py_interpret_to_execute_after_opt_a]: 1.451e-05 [rewriter_after_opt_a]: 0.00041985 [convert_after_rewriter]: 1.397e-05 [order_py_execute_after_rewriter]: 5.59e-06 [mutable_eliminate]: 0.00066023 [jit_opt_b]: 4.923e-05, [1] [Cycle 1]: 4.15e-05, [2] [frontend_op_eliminate]: 1.255e-05 [inline_after_opt_a]: 1.644e-05 [cconv]: 3.346e-05 [loop_unroll]: 0.00075519 [jit_opt_after_cconv]: 0.00016689, [1] [Cycle 1]: 0.00015945, [11] [c_1]: 1.686e-05 [parameter_eliminate]: 2.71999e-06 [updatestate_depend_eliminate]: 5.62999e-06 [updatestate_assign_eliminate]: 1.84e-06 [updatestate_loads_eliminate]: 1.74998e-06 [cse]: 4.324e-05 [call_graph_tuple_transform]: 1.893e-05 [tuple_list_get_item_eliminator]: 4.57998e-06 [none_parameter_eliminate]: 1.91e-06 [renormalize]: 6.39993e-07 [switch_simplify]: 4.92999e-06 [remove_dup_value]: 1.677e-05 [partial_unused_args_eliminate]: 2.47001e-06 [environ_conv]: 5.92001e-06 [add_recomputation]: 4.373e-05 [cse_after_recomputation]: 2.127e-05, [1] [Cycle 1]: 1.54e-05, [1] [cse]: 9.19e-06 [auto_monad_reorder]: 1.42e-05 [get_jit_bprop_graph]: 2.17999e-06 [rewriter_after_jit_bprop_graph]: 7.66001e-06 [opt_after_jit_grad]: 0.00050465 [symbol_engine_optimizer]: 7.36e-05, [1] [Cycle 1]: 6.704e-05, [6] [build]: 4.58999e-06 [elim_shapecalc]: 7.02997e-06 [elim_not_effective]: 1.211e-05 [opt_reshape]: 4.97e-06 [fold_const_symbol]: 6.94999e-06 [renormalize]: 4.19997e-07 [validate]: 4.404e-05 Sums bootstrap : 0.000359s : 0.04% type_inference : 0.694380s : 76.54% event_method : 0.000553s : 0.06% auto_monad : 0.000208s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000070s : 0.01% rewriter_before_opt_a : 0.000182s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000248s : 0.03% jit_opt_a.loop_unroll : 0.000073s : 0.01% jit_opt_a.a_1 : 0.147894s : 16.30% jit_opt_a.with_stream_mark : 0.000067s : 0.01% jit_opt_a.recompute_prepare : 0.000043s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000020s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000010s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000019s : 0.00% jit_opt_a.merge_forward : 0.000014s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000054s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000037s : 0.00% jit_opt_a.meta_fg_expand : 0.002694s : 0.30% jit_opt_a.replace_old_param : 0.000099s : 0.01% jit_opt_a.inline_without_move : 0.000107s : 0.01% jit_opt_a.renormalize : 0.057097s : 6.29% jit_opt_a.add_forward_monad_depend : 0.000013s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000028s : 0.00% jit_opt_a.cse : 0.000049s : 0.01% jit_opt_a.replace_applicator : 0.000029s : 0.00% py_interpret_to_execute_after_opt_a : 0.000015s : 0.00% rewriter_after_opt_a : 0.000420s : 0.05% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000660s : 0.07% jit_opt_b.frontend_op_eliminate : 0.000013s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000033s : 0.00% loop_unroll : 0.000755s : 0.08% jit_opt_after_cconv.c_1 : 0.000017s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000043s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000019s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000044s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000505s : 0.06% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000044s : 0.00% Time group info: ------[substitution.] 0.000692 69 0.24% : 0.000002s : 1: substitution.elim_not_effective 0.18% : 0.000001s : 1: substitution.fold_const_symbol 0.69% : 0.000005s : 1: substitution.graph_param_transform 73.18% : 0.000506s : 14: substitution.inline 7.81% : 0.000054s : 2: substitution.inline_without_move 1.36% : 0.000009s : 9: substitution.j_node_and_user_rematch 0.62% : 0.000004s : 2: substitution.minmaximum_grad 1.26% : 0.000009s : 9: substitution.partial_eliminate 1.41% : 0.000010s : 9: substitution.remove_not_recompute_node 1.27% : 0.000009s : 1: substitution.replace_applicator 1.33% : 0.000009s : 7: substitution.replace_old_param 2.33% : 0.000016s : 2: substitution.reshape_eliminate 0.75% : 0.000005s : 1: substitution.set_cell_output_no_recompute 2.20% : 0.000015s : 3: substitution.switch_simplify 1.48% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 0.98% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 2.92% : 0.000020s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.694213 2 99.38% : 0.689900s : 1: type_inference.infer 0.62% : 0.004313s : 1: type_inference.specialize ------[replace.] 0.000224 18 59.03% : 0.000132s : 14: replace.inline 35.51% : 0.000080s : 3: replace.switch_simplify 5.46% : 0.000012s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000519 18 95.80% : 0.000497s : 14: match.inline 2.60% : 0.000013s : 3: match.switch_simplify 1.60% : 0.000008s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000308 1710 1.55% : 0.000005s : 29: predicate.accumulaten_eliminater 0.41% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.17% : 0.000004s : 29: predicate.addn_check_dump 4.57% : 0.000014s : 29: predicate.addn_zero_filter 2.17% : 0.000007s : 29: predicate.arithmetic_simplify 1.69% : 0.000005s : 29: predicate.cast_eliminate 0.10% : 0.000000s : 1: predicate.check_bprop_eliminate 1.35% : 0.000004s : 29: predicate.compare_switch_simplify 1.26% : 0.000004s : 29: predicate.depend_value_elim 1.22% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.58% : 0.000005s : 29: predicate.dict_get_item_eliminator 1.29% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.26% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.15% : 0.000000s : 1: predicate.elim_not_effective 0.13% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.46% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.23% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.24% : 0.000004s : 29: predicate.environ_get_depend_swap 1.37% : 0.000004s : 29: predicate.environ_get_eliminate 1.33% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.79% : 0.000002s : 14: predicate.get_grad_eliminate 0.05% : 0.000000s : 1: predicate.graph_param_transform 4.90% : 0.000015s : 46: predicate.inline 2.44% : 0.000008s : 38: predicate.inline_without_move 0.42% : 0.000001s : 14: predicate.j_node_and_user_rematch 0.94% : 0.000003s : 14: predicate.less_batch_normalization 1.59% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.70% : 0.000005s : 31: predicate.load_eliminater 0.56% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.83% : 0.000012s : 78: predicate.loop_unroll_before_grad 1.67% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.44% : 0.000004s : 29: predicate.merge_addn 1.33% : 0.000004s : 29: predicate.minmaximum_grad 0.83% : 0.000003s : 1: predicate.mutable_eliminate 0.22% : 0.000001s : 1: predicate.opt_reshape 1.90% : 0.000006s : 31: predicate.partial_eliminate 1.34% : 0.000004s : 29: predicate.print_const_string_wrapper 1.90% : 0.000006s : 29: predicate.reduce_eliminate 1.50% : 0.000005s : 30: predicate.redundant_stop_gradient_eliminater 0.46% : 0.000001s : 14: predicate.remove_not_recompute_node 1.78% : 0.000005s : 32: predicate.replace_applicator 1.39% : 0.000004s : 38: predicate.replace_old_param 0.21% : 0.000001s : 1: predicate.reset_defer_inline 1.56% : 0.000005s : 29: predicate.reshape_eliminate 1.39% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.21% : 0.000001s : 1: predicate.row_tensor_eliminate 1.51% : 0.000005s : 29: predicate.same_eliminate 0.49% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.21% : 0.000001s : 2: predicate.special_op_eliminate 0.92% : 0.000003s : 14: predicate.specialize_transform 2.07% : 0.000006s : 29: predicate.split_environ_get_set_with_tuple_value 1.38% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.35% : 0.000010s : 44: predicate.switch_defer_inline 2.24% : 0.000007s : 44: predicate.switch_layer_defer_inline 7.40% : 0.000023s : 129: predicate.switch_simplify 1.51% : 0.000005s : 29: predicate.tile_eliminate 1.31% : 0.000004s : 29: predicate.transpose_eliminate 1.77% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.66% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 3.08% : 0.000009s : 32: predicate.tuple_list_get_item_eliminator 1.85% : 0.000006s : 29: predicate.tuple_list_set_item_eliminator 1.38% : 0.000004s : 30: predicate.tuple_to_list_eliminator_ 1.48% : 0.000005s : 31: predicate.updatestate_pure_node_eliminater 2.41% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.77% : 0.000005s : 29: predicate.value_based_eliminate 0.07% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.15% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004904 47 85.16% : 0.004176s : 30: func_graph_cloner_run.FuncGraphClonerGraph 14.84% : 0.000728s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.118038 72 0.00% : 0.000047s : 1: add_recomputation 0.02% : 0.000221s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.03% : 0.000391s : 1: bootstrap 0.00% : 0.000036s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.05% : 0.000566s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 19.09% : 0.213442s : 1: jit_opt_a 0.02% : 0.000170s : 1: jit_opt_after_cconv 0.00% : 0.000052s : 1: jit_opt_b 0.07% : 0.000767s : 1: loop_unroll 0.06% : 0.000670s : 1: mutable_eliminate 13.29% : 0.148612s : 26: opt.transform.jit_opt_a 0.00% : 0.000041s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000020s : 4: opt.transform.jit_opt_b 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000017s : 1: opt.transform.mutable_eliminate 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000027s : 4: opt.transform.symbol_engine_opt 0.05% : 0.000514s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000075s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000019s : 1: remove_dup_value 5.03% : 0.056219s : 1: renormalize.infer 0.08% : 0.000861s : 1: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.04% : 0.000429s : 1: rewriter_after_opt_a 0.02% : 0.000186s : 1: rewriter_before_opt_a 0.01% : 0.000076s : 1: symbol_engine_optimizer 62.11% : 0.694409s : 1: type_inference . [hook] pytest_runtest_teardown:test_reshape_dynamic_shape_advanced[True-KBK] tests/st/mint/test_reshape.py::test_reshape_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 317.86s (0:05:17) ==================