==================================================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_permute.py . [hook] pytest_runtest_teardown:test_permute_dynamic_shape_advanced[False-pynative] tests/st/mint/test_permute.py::test_permute_dynamic_shape_advanced[False-pynative],max_mem:2.0M TotalTime = 7.39873, [33] [bootstrap]: 0.00127288 [type_inference]: 1.84778 [event_method]: 2.076e-05 [auto_monad]: 0.00020565 [graph_reusing]: 7.05e-06 [pre_auto_parallel]: 1.179e-05 [py_interpret_to_execute]: 0.00031296 [rewriter_before_opt_a]: 9.356e-05 [expand_dump_flag]: 4.38001e-06 [jit_opt_a]: 0.26755, [2] [Cycle 1]: 0.00462418, [27] [switch_simplify]: 8.162e-05 [loop_unroll]: 2.774e-05 [a_1]: 0.00058211 [with_stream_mark]: 3.449e-05 [recompute_prepare]: 1.323e-05 [updatestate_depend_eliminate]: 7.62998e-06 [updatestate_assign_eliminate]: 1.058e-05 [updatestate_loads_eliminate]: 5.84999e-06 [parameter_eliminate]: 2.44001e-06 [specialize_transform]: 1.106e-05 [updatestate_useless_node_eliminater]: 1.366e-05 [accelerated_algorithm]: 9.92999e-06 [meta_shard_fg_expand]: 3.03e-06 [get_grad_eliminate_]: 9.56998e-06 [merge_forward]: 6.44999e-06 [cell_reuse_recompute_pass]: 1.42e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.66e-05 [j_node_and_user_rematch]: 1.62e-05 [meta_fg_expand]: 3.61999e-06 [replace_old_param]: 1.77e-05 [inline_without_move]: 1.056e-05 [renormalize]: 0.00331048 [add_forward_monad_depend]: 1.882e-05 [auto_monad_grad]: 3.4e-06 [auto_monad_eliminator]: 3.173e-05 [cse]: 5.953e-05 [replace_applicator]: 3.157e-05 [Cycle 2]: 0.00069717, [27] [switch_simplify]: 1.204e-05 [loop_unroll]: 9.40001e-06 [a_1]: 0.00022446 [with_stream_mark]: 2.095e-05 [recompute_prepare]: 1.05e-05 [updatestate_depend_eliminate]: 7.55e-06 [updatestate_assign_eliminate]: 6.53998e-06 [updatestate_loads_eliminate]: 4.99998e-06 [parameter_eliminate]: 2.76e-06 [specialize_transform]: 9.32999e-06 [updatestate_useless_node_eliminater]: 1.774e-05 [accelerated_algorithm]: 1.137e-05 [meta_shard_fg_expand]: 3.13e-06 [get_grad_eliminate_]: 9.33002e-06 [merge_forward]: 7.06999e-06 [cell_reuse_recompute_pass]: 4.83001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.597e-05 [j_node_and_user_rematch]: 1.423e-05 [meta_fg_expand]: 3.23998e-06 [replace_old_param]: 1.375e-05 [inline_without_move]: 8.70999e-06 [renormalize]: 1.40019e-07 [add_forward_monad_depend]: 3.05998e-06 [auto_monad_grad]: 1.27e-06 [auto_monad_eliminator]: 1.409e-05 [cse]: 2.52e-05 [replace_applicator]: 9.92001e-06 [py_interpret_to_execute_after_opt_a]: 2.15e-05 [rewriter_after_opt_a]: 0.00062811 [convert_after_rewriter]: 2.21e-05 [order_py_execute_after_rewriter]: 8.61002e-06 [mutable_eliminate]: 0.00130208 [jit_opt_b]: 0.00010099, [1] [Cycle 1]: 8.782e-05, [2] [frontend_op_eliminate]: 3.842e-05 [inline_after_opt_a]: 3.205e-05 [cconv]: 4.772e-05 [loop_unroll]: 0.00058597 [jit_opt_after_cconv]: 0.00027228, [1] [Cycle 1]: 0.00026261, [11] [c_1]: 6.832e-05 [parameter_eliminate]: 6.61999e-06 [updatestate_depend_eliminate]: 1.672e-05 [updatestate_assign_eliminate]: 6.51999e-06 [updatestate_loads_eliminate]: 5.02999e-06 [cse]: 5.064e-05 [call_graph_tuple_transform]: 2.807e-05 [tuple_list_get_item_eliminator]: 9.62001e-06 [none_parameter_eliminate]: 1.79e-06 [renormalize]: 6.00005e-07 [switch_simplify]: 1.042e-05 [remove_dup_value]: 2.344e-05 [partial_unused_args_eliminate]: 2.71e-06 [environ_conv]: 3.372e-05 [add_recomputation]: 9.369e-05 [cse_after_recomputation]: 3.634e-05, [1] [Cycle 1]: 2.818e-05, [1] [cse]: 1.865e-05 [auto_monad_reorder]: 4.358e-05 [get_jit_bprop_graph]: 2.55002e-06 [rewriter_after_jit_bprop_graph]: 0.00019373 [opt_after_jit_grad]: 0.00075551 [symbol_engine_optimizer]: 0.00011906, [1] [Cycle 1]: 0.00010948, [6] [build]: 1.052e-05 [elim_shapecalc]: 1.421e-05 [elim_not_effective]: 2.533e-05 [opt_reshape]: 1.036e-05 [fold_const_symbol]: 1.612e-05 [renormalize]: 1.16997e-06 [validate]: 9.761e-05 [backend_pass]: 1.49e-06 [task_emit]: 5.27658 [execute]: 1.213e-05 Sums bootstrap : 0.001273s : 0.02% type_inference : 1.847784s : 25.90% event_method : 0.000021s : 0.00% auto_monad : 0.000206s : 0.00% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000012s : 0.00% py_interpret_to_execute : 0.000313s : 0.00% rewriter_before_opt_a : 0.000094s : 0.00% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000094s : 0.00% jit_opt_a.loop_unroll : 0.000037s : 0.00% jit_opt_a.a_1 : 0.000807s : 0.01% jit_opt_a.with_stream_mark : 0.000055s : 0.00% jit_opt_a.recompute_prepare : 0.000024s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000017s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000011s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000020s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000031s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 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 : 0.000053s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000030s : 0.00% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000031s : 0.00% jit_opt_a.inline_without_move : 0.000019s : 0.00% jit_opt_a.renormalize : 0.003311s : 0.05% 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 : 0.000046s : 0.00% jit_opt_a.cse : 0.000085s : 0.00% jit_opt_a.replace_applicator : 0.000041s : 0.00% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000628s : 0.01% convert_after_rewriter : 0.000022s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.001302s : 0.02% jit_opt_b.frontend_op_eliminate : 0.000038s : 0.00% jit_opt_b.inline_after_opt_a : 0.000032s : 0.00% cconv : 0.000048s : 0.00% loop_unroll : 0.000586s : 0.01% jit_opt_after_cconv.c_1 : 0.000068s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000017s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000051s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000028s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000023s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000034s : 0.00% add_recomputation : 0.000094s : 0.00% cse_after_recomputation.cse : 0.000019s : 0.00% auto_monad_reorder : 0.000044s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000194s : 0.00% opt_after_jit_grad : 0.000756s : 0.01% symbol_engine_optimizer.build : 0.000011s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000098s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 5.276583s : 73.95% execute : 0.000012s : 0.00% Time group info: ------[substitution.] 0.000281 45 4.72% : 0.000013s : 2: substitution.depend_value_elim 1.36% : 0.000004s : 4: substitution.elim_not_effective 0.96% : 0.000003s : 4: substitution.fold_const_symbol 2.92% : 0.000008s : 6: substitution.graph_param_transform 71.41% : 0.000201s : 3: substitution.inline 2.13% : 0.000006s : 8: substitution.j_node_and_user_rematch 3.04% : 0.000009s : 8: substitution.remove_not_recompute_node 2.69% : 0.000008s : 2: substitution.replace_old_param 6.22% : 0.000017s : 3: substitution.updatestate_pure_node_eliminater 4.57% : 0.000013s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.847672 2 99.90% : 1.845800s : 1: type_inference.infer 0.10% : 0.001872s : 1: type_inference.specialize ------[replace.] 0.000040 3 100.00% : 0.000040s : 3: replace.inline ------[match.] 0.000198 3 100.00% : 0.000198s : 3: match.inline ------[predicate.] 0.000189 970 1.12% : 0.000002s : 14: predicate.accumulaten_eliminater 1.79% : 0.000003s : 6: predicate.ad_related_special_op_eliminate 1.04% : 0.000002s : 14: predicate.addn_check_dump 1.32% : 0.000002s : 14: predicate.addn_zero_filter 1.97% : 0.000004s : 14: predicate.arithmetic_simplify 1.05% : 0.000002s : 14: predicate.cast_eliminate 0.59% : 0.000001s : 6: predicate.check_bprop_eliminate 0.97% : 0.000002s : 14: predicate.compare_switch_simplify 1.26% : 0.000002s : 14: predicate.depend_value_elim 0.87% : 0.000002s : 14: predicate.dict_get_item_const_eliminator 1.50% : 0.000003s : 14: predicate.dict_get_item_eliminator 1.08% : 0.000002s : 14: predicate.dict_set_item_eliminator 1.51% : 0.000003s : 6: predicate.dumpgradient_eliminate 0.43% : 0.000001s : 6: predicate.elim_not_effective 1.19% : 0.000002s : 6: predicate.elim_shapecalc_of_broadcastargs 1.08% : 0.000002s : 14: predicate.environ_add_const_eliminate 0.92% : 0.000002s : 14: predicate.environ_get_add_eliminate 1.02% : 0.000002s : 14: predicate.environ_get_depend_swap 1.35% : 0.000003s : 14: predicate.environ_get_eliminate 1.27% : 0.000002s : 14: predicate.environ_get_set_eliminate 0.28% : 0.000001s : 6: predicate.fold_const_symbol 1.42% : 0.000003s : 12: predicate.get_grad_eliminate 0.31% : 0.000001s : 6: predicate.graph_param_transform 5.40% : 0.000010s : 29: predicate.inline 1.35% : 0.000003s : 12: predicate.inline_without_move 0.53% : 0.000001s : 12: predicate.j_node_and_user_rematch 1.71% : 0.000003s : 12: predicate.less_batch_normalization 1.12% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 2.03% : 0.000004s : 20: predicate.load_eliminater 1.62% : 0.000003s : 6: predicate.loop_unroll_after_grad 2.59% : 0.000005s : 30: predicate.loop_unroll_before_grad 1.72% : 0.000003s : 20: predicate.make_slice_get_slice_eliminator 0.96% : 0.000002s : 14: predicate.merge_addn 1.04% : 0.000002s : 14: predicate.minmaximum_grad 3.26% : 0.000006s : 6: predicate.mutable_eliminate 0.61% : 0.000001s : 6: predicate.opt_reshape 1.98% : 0.000004s : 20: predicate.partial_eliminate 1.01% : 0.000002s : 14: predicate.print_const_string_wrapper 1.86% : 0.000004s : 14: predicate.reduce_eliminate 1.14% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 1.14% : 0.000002s : 12: predicate.remove_not_recompute_node 1.92% : 0.000004s : 26: predicate.replace_applicator 0.74% : 0.000001s : 12: predicate.replace_old_param 0.71% : 0.000001s : 6: predicate.reset_defer_inline 1.16% : 0.000002s : 14: predicate.reshape_eliminate 1.07% : 0.000002s : 14: predicate.row_tensor_add_zeros_like 1.14% : 0.000002s : 6: predicate.row_tensor_eliminate 1.21% : 0.000002s : 14: predicate.same_eliminate 0.67% : 0.000001s : 12: predicate.set_cell_output_no_recompute 1.34% : 0.000003s : 12: predicate.special_op_eliminate 1.09% : 0.000002s : 12: predicate.specialize_transform 1.46% : 0.000003s : 14: predicate.split_environ_get_set_with_tuple_value 1.65% : 0.000003s : 14: predicate.stack_unstack_eliminate 0.53% : 0.000001s : 6: predicate.switch_call_monad_eliminater 1.54% : 0.000003s : 17: predicate.switch_defer_inline 1.46% : 0.000003s : 17: predicate.switch_layer_defer_inline 6.45% : 0.000012s : 53: predicate.switch_simplify 1.18% : 0.000002s : 14: predicate.tile_eliminate 1.14% : 0.000002s : 14: predicate.transpose_eliminate 1.47% : 0.000003s : 14: predicate.tuple_list_convert_item_index_to_positive 1.30% : 0.000002s : 14: predicate.tuple_list_get_item_depend_reorder 3.88% : 0.000007s : 26: predicate.tuple_list_get_item_eliminator 1.62% : 0.000003s : 14: predicate.tuple_list_set_item_eliminator 1.06% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.68% : 0.000003s : 20: predicate.updatestate_pure_node_eliminater 3.31% : 0.000006s : 32: predicate.updatestate_useless_node_eliminater 1.51% : 0.000003s : 14: predicate.value_based_eliminate 0.43% : 0.000001s : 6: predicate.virtual_view_grad_eliminate 0.88% : 0.000002s : 6: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003332 23 77.74% : 0.002591s : 18: func_graph_cloner_run.FuncGraphClonerGraph 22.26% : 0.000742s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 7.403358 76 0.00% : 0.000098s : 1: add_recomputation 0.00% : 0.000212s : 1: auto_monad 0.00% : 0.000047s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: backend_pass 0.02% : 0.001301s : 1: bootstrap 0.00% : 0.000050s : 1: cconv 0.00% : 0.000026s : 1: convert_after_rewriter 0.00% : 0.000039s : 1: cse_after_recomputation 0.00% : 0.000037s : 1: environ_conv 0.00% : 0.000027s : 1: event_method 0.00% : 0.000018s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 3.61% : 0.267555s : 1: jit_opt_a 0.00% : 0.000277s : 1: jit_opt_after_cconv 0.00% : 0.000105s : 1: jit_opt_b 0.01% : 0.000599s : 1: loop_unroll 0.02% : 0.001328s : 1: mutable_eliminate 0.02% : 0.001167s : 26: opt.transform.jit_opt_a 0.00% : 0.000112s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000060s : 4: opt.transform.jit_opt_b 0.00% : 0.000023s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000041s : 1: opt.transform.mutable_eliminate 0.00% : 0.000048s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000062s : 4: opt.transform.symbol_engine_opt 0.01% : 0.000775s : 1: opt_after_jit_grad 0.00% : 0.000011s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000014s : 1: pre_auto_parallel 0.00% : 0.000320s : 1: py_interpret_to_execute 0.00% : 0.000024s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000026s : 1: remove_dup_value 0.03% : 0.002346s : 1: renormalize.infer 0.01% : 0.000949s : 1: renormalize.specialize 0.00% : 0.000198s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000639s : 1: rewriter_after_opt_a 0.00% : 0.000100s : 1: rewriter_before_opt_a 0.00% : 0.000123s : 1: symbol_engine_optimizer 71.27% : 5.276621s : 1: task_emit 24.96% : 1.847808s : 1: type_inference 0.00% : 0.000141s : 1: validate TotalTime = 2.48913, [33] [bootstrap]: 0.00055764 [type_inference]: 1.53368 [event_method]: 0.00054991 [auto_monad]: 0.00044411 [graph_reusing]: 1.111e-05 [pre_auto_parallel]: 3.78999e-06 [py_interpret_to_execute]: 5.505e-05 [rewriter_before_opt_a]: 0.00017234 [expand_dump_flag]: 4.42e-06 [jit_opt_a]: 0.774069, [4] [Cycle 1]: 0.602011, [27] [switch_simplify]: 0.00027961 [loop_unroll]: 6.835e-05 [a_1]: 0.0250558 [with_stream_mark]: 5.154e-05 [recompute_prepare]: 4.837e-05 [updatestate_depend_eliminate]: 1.692e-05 [updatestate_assign_eliminate]: 1.238e-05 [updatestate_loads_eliminate]: 1.069e-05 [parameter_eliminate]: 5.09003e-06 [specialize_transform]: 2.469e-05 [updatestate_useless_node_eliminater]: 2.936e-05 [accelerated_algorithm]: 2.123e-05 [meta_shard_fg_expand]: 9.98002e-06 [get_grad_eliminate_]: 2.147e-05 [merge_forward]: 1.493e-05 [cell_reuse_recompute_pass]: 2.25002e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.966e-05 [j_node_and_user_rematch]: 3.933e-05 [meta_fg_expand]: 0.252083 [replace_old_param]: 0.0001435 [inline_without_move]: 0.00013454 [renormalize]: 0.220142 [add_forward_monad_depend]: 3.144e-05 [auto_monad_grad]: 1.597e-05 [auto_monad_eliminator]: 0.0001322 [cse]: 0.00029591 [replace_applicator]: 0.00030867 [Cycle 2]: 0.152385, [27] [switch_simplify]: 0.00010028 [loop_unroll]: 9.029e-05 [a_1]: 0.147377 [with_stream_mark]: 5.365e-05 [recompute_prepare]: 4.707e-05 [updatestate_depend_eliminate]: 1.506e-05 [updatestate_assign_eliminate]: 1.398e-05 [updatestate_loads_eliminate]: 1.288e-05 [parameter_eliminate]: 5.46e-06 [specialize_transform]: 2.198e-05 [updatestate_useless_node_eliminater]: 0.00011908 [accelerated_algorithm]: 1.804e-05 [meta_shard_fg_expand]: 7.26001e-06 [get_grad_eliminate_]: 1.53e-05 [merge_forward]: 9.97999e-06 [cell_reuse_recompute_pass]: 1.72001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.263e-05 [j_node_and_user_rematch]: 2.321e-05 [meta_fg_expand]: 0.00021025 [replace_old_param]: 3.22e-05 [inline_without_move]: 1.601e-05 [renormalize]: 0.00362467 [add_forward_monad_depend]: 1.364e-05 [auto_monad_grad]: 2.89999e-06 [auto_monad_eliminator]: 3.916e-05 [cse]: 0.00013461 [replace_applicator]: 3.924e-05 [Cycle 3]: 0.00211073, [27] [switch_simplify]: 1.501e-05 [loop_unroll]: 1.391e-05 [a_1]: 0.00046864 [with_stream_mark]: 2.643e-05 [recompute_prepare]: 1.628e-05 [updatestate_depend_eliminate]: 5.709e-05 [updatestate_assign_eliminate]: 7.03e-06 [updatestate_loads_eliminate]: 6.71e-06 [parameter_eliminate]: 2.21998e-06 [specialize_transform]: 1.448e-05 [updatestate_useless_node_eliminater]: 1.586e-05 [accelerated_algorithm]: 1.295e-05 [meta_shard_fg_expand]: 3.46001e-06 [get_grad_eliminate_]: 1.115e-05 [merge_forward]: 7.45998e-06 [cell_reuse_recompute_pass]: 4.62e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.752e-05 [j_node_and_user_rematch]: 1.869e-05 [meta_fg_expand]: 5.19998e-06 [replace_old_param]: 1.805e-05 [inline_without_move]: 1.131e-05 [renormalize]: 0.00103716 [add_forward_monad_depend]: 9.09e-06 [auto_monad_grad]: 3.14999e-06 [auto_monad_eliminator]: 2.648e-05 [cse]: 5.096e-05 [replace_applicator]: 2.685e-05 [Cycle 4]: 0.00075922, [27] [switch_simplify]: 1.225e-05 [loop_unroll]: 1.236e-05 [a_1]: 0.00032286 [with_stream_mark]: 2.269e-05 [recompute_prepare]: 1.444e-05 [updatestate_depend_eliminate]: 7.35e-06 [updatestate_assign_eliminate]: 5.92999e-06 [updatestate_loads_eliminate]: 7.13998e-06 [parameter_eliminate]: 2.01e-06 [specialize_transform]: 1.191e-05 [updatestate_useless_node_eliminater]: 1.487e-05 [accelerated_algorithm]: 1.179e-05 [meta_shard_fg_expand]: 3.5e-06 [get_grad_eliminate_]: 1.047e-05 [merge_forward]: 6.74001e-06 [cell_reuse_recompute_pass]: 3.61999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.435e-05 [j_node_and_user_rematch]: 1.769e-05 [meta_fg_expand]: 4.07e-06 [replace_old_param]: 1.526e-05 [inline_without_move]: 1.237e-05 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 3.11001e-06 [auto_monad_grad]: 1.40001e-06 [auto_monad_eliminator]: 1.724e-05 [cse]: 3.381e-05 [replace_applicator]: 1.203e-05 [py_interpret_to_execute_after_opt_a]: 2.253e-05 [rewriter_after_opt_a]: 0.0002921 [convert_after_rewriter]: 1.601e-05 [order_py_execute_after_rewriter]: 9.79e-06 [mutable_eliminate]: 0.00103812 [jit_opt_b]: 0.00013354, [1] [Cycle 1]: 0.00012329, [2] [frontend_op_eliminate]: 4.725e-05 [inline_after_opt_a]: 5.848e-05 [cconv]: 4.267e-05 [loop_unroll]: 0.00059199 [jit_opt_after_cconv]: 0.00030679, [1] [Cycle 1]: 0.00029726, [11] [c_1]: 7.807e-05 [parameter_eliminate]: 5.79e-06 [updatestate_depend_eliminate]: 1.597e-05 [updatestate_assign_eliminate]: 6.59001e-06 [updatestate_loads_eliminate]: 6.11e-06 [cse]: 6.176e-05 [call_graph_tuple_transform]: 3.389e-05 [tuple_list_get_item_eliminator]: 1.289e-05 [none_parameter_eliminate]: 1.74998e-06 [renormalize]: 2.50002e-07 [switch_simplify]: 1.214e-05 [remove_dup_value]: 7.362e-05 [partial_unused_args_eliminate]: 2.83e-06 [environ_conv]: 1.431e-05 [add_recomputation]: 0.00012082 [cse_after_recomputation]: 4.494e-05, [1] [Cycle 1]: 3.602e-05, [1] [cse]: 2.588e-05 [auto_monad_reorder]: 4.585e-05 [get_jit_bprop_graph]: 2.84999e-06 [rewriter_after_jit_bprop_graph]: 8.74998e-06 [opt_after_jit_grad]: 0.0006002 [symbol_engine_optimizer]: 0.00012519, [1] [Cycle 1]: 0.00011706, [6] [build]: 7.85998e-06 [elim_shapecalc]: 1.54e-05 [elim_not_effective]: 2.882e-05 [opt_reshape]: 1.211e-05 [fold_const_symbol]: 2.008e-05 [renormalize]: 8.30012e-07 [validate]: 7.498e-05 [backend_pass]: 1.13001e-06 [task_emit]: 0.175683 [execute]: 1.089e-05 Sums bootstrap : 0.000558s : 0.02% type_inference : 1.533682s : 64.76% event_method : 0.000550s : 0.02% auto_monad : 0.000444s : 0.02% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000055s : 0.00% rewriter_before_opt_a : 0.000172s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000407s : 0.02% jit_opt_a.loop_unroll : 0.000185s : 0.01% jit_opt_a.a_1 : 0.173224s : 7.31% jit_opt_a.with_stream_mark : 0.000154s : 0.01% jit_opt_a.recompute_prepare : 0.000126s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000096s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000039s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000037s : 0.00% jit_opt_a.parameter_eliminate : 0.000015s : 0.00% jit_opt_a.specialize_transform : 0.000073s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000179s : 0.01% jit_opt_a.accelerated_algorithm : 0.000064s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000024s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000058s : 0.00% jit_opt_a.merge_forward : 0.000039s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000012s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000134s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000099s : 0.00% jit_opt_a.meta_fg_expand : 0.252302s : 10.65% jit_opt_a.replace_old_param : 0.000209s : 0.01% jit_opt_a.inline_without_move : 0.000174s : 0.01% jit_opt_a.renormalize : 0.224804s : 9.49% jit_opt_a.add_forward_monad_depend : 0.000057s : 0.00% jit_opt_a.auto_monad_grad : 0.000023s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000215s : 0.01% jit_opt_a.cse : 0.000515s : 0.02% jit_opt_a.replace_applicator : 0.000387s : 0.02% py_interpret_to_execute_after_opt_a : 0.000023s : 0.00% rewriter_after_opt_a : 0.000292s : 0.01% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000010s : 0.00% mutable_eliminate : 0.001038s : 0.04% jit_opt_b.frontend_op_eliminate : 0.000047s : 0.00% jit_opt_b.inline_after_opt_a : 0.000058s : 0.00% cconv : 0.000043s : 0.00% loop_unroll : 0.000592s : 0.02% jit_opt_after_cconv.c_1 : 0.000078s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000016s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000062s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000034s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000012s : 0.00% remove_dup_value : 0.000074s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000014s : 0.00% add_recomputation : 0.000121s : 0.01% cse_after_recomputation.cse : 0.000026s : 0.00% auto_monad_reorder : 0.000046s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000600s : 0.03% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000015s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000029s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000020s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000075s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.175683s : 7.42% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.146009 271 0.04% : 0.000055s : 12: substitution.depend_value_elim 0.00% : 0.000005s : 5: substitution.elim_not_effective 0.00% : 0.000003s : 5: substitution.fold_const_symbol 0.64% : 0.000936s : 4: substitution.getattr_setattr_resolve 0.01% : 0.000009s : 8: substitution.graph_param_transform 1.45% : 0.002124s : 29: substitution.inline 0.03% : 0.000044s : 4: substitution.inline_without_move 0.01% : 0.000017s : 29: substitution.j_node_and_user_rematch 97.46% : 0.142304s : 13: substitution.minmaximum_grad 0.02% : 0.000023s : 14: substitution.partial_eliminate 0.02% : 0.000027s : 29: substitution.remove_not_recompute_node 0.05% : 0.000077s : 16: substitution.replace_applicator 0.02% : 0.000023s : 17: substitution.replace_old_param 0.01% : 0.000011s : 2: substitution.set_cell_output_no_recompute 0.01% : 0.000018s : 3: substitution.switch_simplify 0.04% : 0.000055s : 13: substitution.tuple_list_convert_item_index_to_positive 0.03% : 0.000042s : 13: substitution.tuple_list_get_item_depend_reorder 0.09% : 0.000133s : 30: substitution.tuple_list_get_item_eliminator 0.02% : 0.000031s : 9: substitution.updatestate_pure_node_eliminater 0.05% : 0.000071s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.533529 2 99.69% : 1.528703s : 1: type_inference.infer 0.31% : 0.004826s : 1: type_inference.specialize ------[replace.] 0.001244 54 6.29% : 0.000078s : 3: replace.getattr_setattr_resolve 54.57% : 0.000679s : 29: replace.inline 5.13% : 0.000064s : 1: replace.replace_applicator 7.75% : 0.000096s : 3: replace.switch_simplify 20.90% : 0.000260s : 17: replace.tuple_list_get_item_eliminator 5.37% : 0.000067s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.003067 54 28.05% : 0.000860s : 3: match.getattr_setattr_resolve 68.35% : 0.002096s : 29: match.inline 0.53% : 0.000016s : 1: match.replace_applicator 0.54% : 0.000017s : 3: match.switch_simplify 1.97% : 0.000060s : 17: match.tuple_list_get_item_eliminator 0.56% : 0.000017s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001035 6048 1.53% : 0.000016s : 101: predicate.accumulaten_eliminater 0.28% : 0.000003s : 7: predicate.ad_related_special_op_eliminate 1.31% : 0.000014s : 101: predicate.addn_check_dump 1.60% : 0.000017s : 101: predicate.addn_zero_filter 2.39% : 0.000025s : 101: predicate.arithmetic_simplify 1.42% : 0.000015s : 101: predicate.cast_eliminate 0.14% : 0.000001s : 8: predicate.check_bprop_eliminate 1.31% : 0.000014s : 101: predicate.compare_switch_simplify 1.42% : 0.000015s : 101: predicate.depend_value_elim 1.29% : 0.000013s : 101: predicate.dict_get_item_const_eliminator 1.38% : 0.000014s : 101: predicate.dict_get_item_eliminator 1.38% : 0.000014s : 101: predicate.dict_set_item_eliminator 0.18% : 0.000002s : 7: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 7: predicate.elim_not_effective 0.14% : 0.000001s : 7: predicate.elim_shapecalc_of_broadcastargs 1.37% : 0.000014s : 101: predicate.environ_add_const_eliminate 1.31% : 0.000014s : 101: predicate.environ_get_add_eliminate 1.38% : 0.000014s : 101: predicate.environ_get_depend_swap 1.46% : 0.000015s : 101: predicate.environ_get_eliminate 1.31% : 0.000014s : 101: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 7: predicate.fold_const_symbol 0.70% : 0.000007s : 44: predicate.get_grad_eliminate 0.80% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 8: predicate.graph_param_transform 5.00% : 0.000052s : 163: predicate.inline 1.88% : 0.000019s : 105: predicate.inline_without_move 0.31% : 0.000003s : 44: predicate.j_node_and_user_rematch 0.94% : 0.000010s : 44: predicate.less_batch_normalization 1.70% : 0.000018s : 118: predicate.list_to_tuple_eliminator_ 4.76% : 0.000049s : 126: predicate.load_eliminater 0.30% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.60% : 0.000027s : 187: predicate.loop_unroll_before_grad 1.56% : 0.000016s : 109: predicate.make_slice_get_slice_eliminator 1.31% : 0.000014s : 101: predicate.merge_addn 1.37% : 0.000014s : 101: predicate.minmaximum_grad 0.49% : 0.000005s : 8: predicate.mutable_eliminate 0.13% : 0.000001s : 7: predicate.opt_reshape 2.34% : 0.000024s : 126: predicate.partial_eliminate 1.46% : 0.000015s : 101: predicate.print_const_string_wrapper 2.02% : 0.000021s : 101: predicate.reduce_eliminate 1.82% : 0.000019s : 118: predicate.redundant_stop_gradient_eliminater 0.48% : 0.000005s : 44: predicate.remove_not_recompute_node 2.64% : 0.000027s : 243: predicate.replace_applicator 1.06% : 0.000011s : 105: predicate.replace_old_param 0.14% : 0.000001s : 8: predicate.reset_defer_inline 1.43% : 0.000015s : 101: predicate.reshape_eliminate 1.39% : 0.000014s : 101: predicate.row_tensor_add_zeros_like 0.25% : 0.000003s : 8: predicate.row_tensor_eliminate 1.42% : 0.000015s : 101: predicate.same_eliminate 0.53% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.25% : 0.000003s : 15: predicate.special_op_eliminate 0.87% : 0.000009s : 50: predicate.specialize_transform 1.92% : 0.000020s : 101: predicate.split_environ_get_set_with_tuple_value 1.42% : 0.000015s : 101: predicate.stack_unstack_eliminate 0.15% : 0.000002s : 8: predicate.switch_call_monad_eliminater 4.02% : 0.000042s : 147: predicate.switch_defer_inline 2.34% : 0.000024s : 147: predicate.switch_layer_defer_inline 5.57% : 0.000058s : 348: predicate.switch_simplify 1.44% : 0.000015s : 101: predicate.tile_eliminate 1.29% : 0.000013s : 101: predicate.transpose_eliminate 1.86% : 0.000019s : 101: predicate.tuple_list_convert_item_index_to_positive 1.59% : 0.000016s : 101: predicate.tuple_list_get_item_depend_reorder 3.43% : 0.000035s : 134: predicate.tuple_list_get_item_eliminator 1.90% : 0.000020s : 101: predicate.tuple_list_set_item_eliminator 1.65% : 0.000017s : 118: predicate.tuple_to_list_eliminator_ 1.83% : 0.000019s : 126: predicate.updatestate_pure_node_eliminater 2.66% : 0.000028s : 172: predicate.updatestate_useless_node_eliminater 1.89% : 0.000020s : 101: predicate.value_based_eliminate 0.10% : 0.000001s : 7: predicate.virtual_view_grad_eliminate 0.17% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.009434 79 69.03% : 0.006512s : 42: func_graph_cloner_run.FuncGraphClonerGraph 6.33% : 0.000597s : 7: func_graph_cloner_run.FuncGraphClonerNode 24.64% : 0.002325s : 30: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.890519 108 0.00% : 0.000126s : 1: add_recomputation 0.02% : 0.000458s : 1: auto_monad 0.00% : 0.000049s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.02% : 0.000584s : 1: bootstrap 0.00% : 0.000045s : 1: cconv 0.00% : 0.000020s : 1: convert_after_rewriter 0.00% : 0.000048s : 1: cse_after_recomputation 0.00% : 0.000017s : 1: environ_conv 0.02% : 0.000562s : 1: event_method 0.00% : 0.000017s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 26.78% : 0.774074s : 1: jit_opt_a 0.01% : 0.000310s : 1: jit_opt_after_cconv 0.00% : 0.000137s : 1: jit_opt_b 0.02% : 0.000604s : 1: loop_unroll 0.04% : 0.001051s : 1: mutable_eliminate 6.06% : 0.175213s : 52: opt.transform.jit_opt_a 0.00% : 0.000132s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000094s : 4: opt.transform.jit_opt_b 0.00% : 0.000025s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000031s : 1: opt.transform.mutable_eliminate 0.00% : 0.000044s : 1: opt.transform.opt_after_jit_grad 0.04% : 0.001087s : 2: opt.transform.opt_resolve 0.00% : 0.000071s : 4: opt.transform.symbol_engine_opt 0.02% : 0.000610s : 1: opt_after_jit_grad 0.00% : 0.000012s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000058s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000077s : 1: remove_dup_value 7.57% : 0.218706s : 3: renormalize.infer 0.21% : 0.006051s : 3: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000300s : 1: rewriter_after_opt_a 0.01% : 0.000176s : 1: rewriter_before_opt_a 0.00% : 0.000128s : 1: symbol_engine_optimizer 6.08% : 0.175704s : 1: task_emit 53.06% : 1.533711s : 1: type_inference 0.00% : 0.000107s : 1: validate TotalTime = 1.52301, [33] [bootstrap]: 0.0003361 [type_inference]: 1.21223 [event_method]: 2.038e-05 [auto_monad]: 0.00019822 [graph_reusing]: 6.84999e-06 [pre_auto_parallel]: 3.23998e-06 [py_interpret_to_execute]: 0.00038221 [rewriter_before_opt_a]: 7.905e-05 [expand_dump_flag]: 3.95e-06 [jit_opt_a]: 0.296923, [2] [Cycle 1]: 0.291747, [27] [switch_simplify]: 5.925e-05 [loop_unroll]: 2.683e-05 [a_1]: 0.00061722 [with_stream_mark]: 3.227e-05 [recompute_prepare]: 1.421e-05 [updatestate_depend_eliminate]: 7.40003e-06 [updatestate_assign_eliminate]: 6.29001e-06 [updatestate_loads_eliminate]: 6.09999e-06 [parameter_eliminate]: 2.01e-06 [specialize_transform]: 1.067e-05 [updatestate_useless_node_eliminater]: 1.284e-05 [accelerated_algorithm]: 9.47999e-06 [meta_shard_fg_expand]: 3.01001e-06 [get_grad_eliminate_]: 9.84001e-06 [merge_forward]: 5.37001e-06 [cell_reuse_recompute_pass]: 1.67001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.192e-05 [j_node_and_user_rematch]: 1.578e-05 [meta_fg_expand]: 3.64002e-06 [replace_old_param]: 1.447e-05 [inline_without_move]: 3.33e-05 [renormalize]: 0.290395 [add_forward_monad_depend]: 1.278e-05 [auto_monad_grad]: 3.24001e-06 [auto_monad_eliminator]: 3.226e-05 [cse]: 0.00011117 [replace_applicator]: 3.141e-05 [Cycle 2]: 0.00061059, [27] [switch_simplify]: 1.248e-05 [loop_unroll]: 9.61e-06 [a_1]: 0.00023929 [with_stream_mark]: 2.083e-05 [recompute_prepare]: 1.092e-05 [updatestate_depend_eliminate]: 6.13998e-06 [updatestate_assign_eliminate]: 5.69999e-06 [updatestate_loads_eliminate]: 4.85999e-06 [parameter_eliminate]: 2.01e-06 [specialize_transform]: 9.41e-06 [updatestate_useless_node_eliminater]: 1.252e-05 [accelerated_algorithm]: 1.093e-05 [meta_shard_fg_expand]: 2.97002e-06 [get_grad_eliminate_]: 1.049e-05 [merge_forward]: 5.42999e-06 [cell_reuse_recompute_pass]: 4.37e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.139e-05 [j_node_and_user_rematch]: 1.517e-05 [meta_fg_expand]: 3.46999e-06 [replace_old_param]: 1.428e-05 [inline_without_move]: 9.65002e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.84e-06 [auto_monad_grad]: 1.13001e-06 [auto_monad_eliminator]: 1.375e-05 [cse]: 2.051e-05 [replace_applicator]: 1.025e-05 [py_interpret_to_execute_after_opt_a]: 1.941e-05 [rewriter_after_opt_a]: 0.00052122 [convert_after_rewriter]: 1.437e-05 [order_py_execute_after_rewriter]: 6.77002e-06 [mutable_eliminate]: 0.00084214 [jit_opt_b]: 8.055e-05, [1] [Cycle 1]: 7.064e-05, [2] [frontend_op_eliminate]: 2.962e-05 [inline_after_opt_a]: 2.741e-05 [cconv]: 3.505e-05 [loop_unroll]: 0.00048643 [jit_opt_after_cconv]: 0.00022358, [1] [Cycle 1]: 0.00021625, [11] [c_1]: 5.747e-05 [parameter_eliminate]: 3.58e-06 [updatestate_depend_eliminate]: 1.063e-05 [updatestate_assign_eliminate]: 5.79999e-06 [updatestate_loads_eliminate]: 4.19997e-06 [cse]: 3.426e-05 [call_graph_tuple_transform]: 2.554e-05 [tuple_list_get_item_eliminator]: 9.82999e-06 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 6.30011e-07 [switch_simplify]: 9.43002e-06 [remove_dup_value]: 2.004e-05 [partial_unused_args_eliminate]: 2.79999e-06 [environ_conv]: 1.285e-05 [add_recomputation]: 7.753e-05 [cse_after_recomputation]: 3.38e-05, [1] [Cycle 1]: 2.719e-05, [1] [cse]: 1.917e-05 [auto_monad_reorder]: 2.999e-05 [get_jit_bprop_graph]: 2.07999e-06 [rewriter_after_jit_bprop_graph]: 6.71e-06 [opt_after_jit_grad]: 0.00053433 [symbol_engine_optimizer]: 0.00017339, [1] [Cycle 1]: 0.00016598, [6] [build]: 7.24001e-06 [elim_shapecalc]: 1.357e-05 [elim_not_effective]: 2.141e-05 [opt_reshape]: 1.027e-05 [fold_const_symbol]: 7.599e-05 [renormalize]: 3.7998e-07 [validate]: 8.287e-05 [backend_pass]: 1.10001e-06 [task_emit]: 0.00930913 [execute]: 1.035e-05 Sums bootstrap : 0.000336s : 0.02% type_inference : 1.212233s : 79.88% event_method : 0.000020s : 0.00% auto_monad : 0.000198s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000382s : 0.03% rewriter_before_opt_a : 0.000079s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000072s : 0.00% jit_opt_a.loop_unroll : 0.000036s : 0.00% jit_opt_a.a_1 : 0.000857s : 0.06% jit_opt_a.with_stream_mark : 0.000053s : 0.00% jit_opt_a.recompute_prepare : 0.000025s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000011s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000020s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000025s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000011s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000031s : 0.00% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000029s : 0.00% jit_opt_a.inline_without_move : 0.000043s : 0.00% jit_opt_a.renormalize : 0.290395s : 19.13% jit_opt_a.add_forward_monad_depend : 0.000015s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000046s : 0.00% jit_opt_a.cse : 0.000132s : 0.01% jit_opt_a.replace_applicator : 0.000042s : 0.00% py_interpret_to_execute_after_opt_a : 0.000019s : 0.00% rewriter_after_opt_a : 0.000521s : 0.03% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000842s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000030s : 0.00% jit_opt_b.inline_after_opt_a : 0.000027s : 0.00% cconv : 0.000035s : 0.00% loop_unroll : 0.000486s : 0.03% jit_opt_after_cconv.c_1 : 0.000057s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.cse : 0.000034s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.00% remove_dup_value : 0.000020s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000013s : 0.00% add_recomputation : 0.000078s : 0.01% cse_after_recomputation.cse : 0.000019s : 0.00% auto_monad_reorder : 0.000030s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000534s : 0.04% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000076s : 0.01% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000083s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.009309s : 0.61% execute : 0.000010s : 0.00% Time group info: ------[substitution.] 0.000260 45 4.72% : 0.000012s : 2: substitution.depend_value_elim 1.31% : 0.000003s : 4: substitution.elim_not_effective 1.14% : 0.000003s : 4: substitution.fold_const_symbol 3.16% : 0.000008s : 6: substitution.graph_param_transform 71.53% : 0.000186s : 3: substitution.inline 2.49% : 0.000006s : 8: substitution.j_node_and_user_rematch 3.27% : 0.000009s : 8: substitution.remove_not_recompute_node 2.88% : 0.000007s : 2: substitution.replace_old_param 4.80% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 4.69% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.212115 2 99.70% : 1.208461s : 1: type_inference.infer 0.30% : 0.003654s : 1: type_inference.specialize ------[replace.] 0.000036 3 100.00% : 0.000036s : 3: replace.inline ------[match.] 0.000183 3 100.00% : 0.000183s : 3: match.inline ------[predicate.] 0.000180 970 1.15% : 0.000002s : 14: predicate.accumulaten_eliminater 1.52% : 0.000003s : 6: predicate.ad_related_special_op_eliminate 1.06% : 0.000002s : 14: predicate.addn_check_dump 1.13% : 0.000002s : 14: predicate.addn_zero_filter 2.33% : 0.000004s : 14: predicate.arithmetic_simplify 1.46% : 0.000003s : 14: predicate.cast_eliminate 0.53% : 0.000001s : 6: predicate.check_bprop_eliminate 1.04% : 0.000002s : 14: predicate.compare_switch_simplify 1.29% : 0.000002s : 14: predicate.depend_value_elim 1.06% : 0.000002s : 14: predicate.dict_get_item_const_eliminator 1.23% : 0.000002s : 14: predicate.dict_get_item_eliminator 1.19% : 0.000002s : 14: predicate.dict_set_item_eliminator 1.06% : 0.000002s : 6: predicate.dumpgradient_eliminate 0.47% : 0.000001s : 6: predicate.elim_not_effective 0.83% : 0.000001s : 6: predicate.elim_shapecalc_of_broadcastargs 1.11% : 0.000002s : 14: predicate.environ_add_const_eliminate 1.10% : 0.000002s : 14: predicate.environ_get_add_eliminate 1.02% : 0.000002s : 14: predicate.environ_get_depend_swap 1.23% : 0.000002s : 14: predicate.environ_get_eliminate 1.11% : 0.000002s : 14: predicate.environ_get_set_eliminate 0.40% : 0.000001s : 6: predicate.fold_const_symbol 1.36% : 0.000002s : 12: predicate.get_grad_eliminate 0.33% : 0.000001s : 6: predicate.graph_param_transform 5.19% : 0.000009s : 29: predicate.inline 1.55% : 0.000003s : 12: predicate.inline_without_move 0.53% : 0.000001s : 12: predicate.j_node_and_user_rematch 1.89% : 0.000003s : 12: predicate.less_batch_normalization 1.24% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.75% : 0.000003s : 20: predicate.load_eliminater 1.39% : 0.000003s : 6: predicate.loop_unroll_after_grad 2.67% : 0.000005s : 30: predicate.loop_unroll_before_grad 2.17% : 0.000004s : 20: predicate.make_slice_get_slice_eliminator 1.10% : 0.000002s : 14: predicate.merge_addn 1.16% : 0.000002s : 14: predicate.minmaximum_grad 1.87% : 0.000003s : 6: predicate.mutable_eliminate 0.69% : 0.000001s : 6: predicate.opt_reshape 2.15% : 0.000004s : 20: predicate.partial_eliminate 1.41% : 0.000003s : 14: predicate.print_const_string_wrapper 1.92% : 0.000003s : 14: predicate.reduce_eliminate 1.21% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.85% : 0.000002s : 12: predicate.remove_not_recompute_node 2.04% : 0.000004s : 26: predicate.replace_applicator 0.90% : 0.000002s : 12: predicate.replace_old_param 0.44% : 0.000001s : 6: predicate.reset_defer_inline 1.14% : 0.000002s : 14: predicate.reshape_eliminate 1.15% : 0.000002s : 14: predicate.row_tensor_add_zeros_like 0.86% : 0.000002s : 6: predicate.row_tensor_eliminate 1.24% : 0.000002s : 14: predicate.same_eliminate 0.72% : 0.000001s : 12: predicate.set_cell_output_no_recompute 1.18% : 0.000002s : 12: predicate.special_op_eliminate 1.24% : 0.000002s : 12: predicate.specialize_transform 1.39% : 0.000003s : 14: predicate.split_environ_get_set_with_tuple_value 1.29% : 0.000002s : 14: predicate.stack_unstack_eliminate 0.64% : 0.000001s : 6: predicate.switch_call_monad_eliminater 1.81% : 0.000003s : 17: predicate.switch_defer_inline 1.55% : 0.000003s : 17: predicate.switch_layer_defer_inline 6.34% : 0.000011s : 53: predicate.switch_simplify 1.13% : 0.000002s : 14: predicate.tile_eliminate 1.09% : 0.000002s : 14: predicate.transpose_eliminate 1.44% : 0.000003s : 14: predicate.tuple_list_convert_item_index_to_positive 1.30% : 0.000002s : 14: predicate.tuple_list_get_item_depend_reorder 4.04% : 0.000007s : 26: predicate.tuple_list_get_item_eliminator 1.90% : 0.000003s : 14: predicate.tuple_list_set_item_eliminator 1.19% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.57% : 0.000003s : 20: predicate.updatestate_pure_node_eliminater 3.39% : 0.000006s : 32: predicate.updatestate_useless_node_eliminater 1.68% : 0.000003s : 14: predicate.value_based_eliminate 0.52% : 0.000001s : 6: predicate.virtual_view_grad_eliminate 1.03% : 0.000002s : 6: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.314036 23 99.62% : 0.312857s : 18: func_graph_cloner_run.FuncGraphClonerGraph 0.38% : 0.001179s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.814868 76 0.00% : 0.000081s : 1: add_recomputation 0.01% : 0.000205s : 1: auto_monad 0.00% : 0.000033s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.02% : 0.000360s : 1: bootstrap 0.00% : 0.000038s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.00% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000016s : 1: environ_conv 0.00% : 0.000026s : 1: event_method 0.00% : 0.000016s : 1: execute 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 16.36% : 0.296928s : 1: jit_opt_a 0.01% : 0.000228s : 1: jit_opt_after_cconv 0.00% : 0.000083s : 1: jit_opt_b 0.03% : 0.000496s : 1: loop_unroll 0.05% : 0.000853s : 1: mutable_eliminate 0.07% : 0.001205s : 26: opt.transform.jit_opt_a 0.01% : 0.000098s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000049s : 4: opt.transform.jit_opt_b 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000023s : 1: opt.transform.mutable_eliminate 0.00% : 0.000037s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000117s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000544s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.02% : 0.000390s : 1: py_interpret_to_execute 0.00% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000023s : 1: remove_dup_value 15.92% : 0.288955s : 1: renormalize.infer 0.08% : 0.001423s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000528s : 1: rewriter_after_opt_a 0.00% : 0.000084s : 1: rewriter_before_opt_a 0.01% : 0.000177s : 1: symbol_engine_optimizer 0.51% : 0.009330s : 1: task_emit 66.80% : 1.212265s : 1: type_inference 0.01% : 0.000111s : 1: validate TotalTime = 2.27312, [33] [bootstrap]: 0.00034908 [type_inference]: 1.42769 [event_method]: 0.0006232 [auto_monad]: 0.00034043 [graph_reusing]: 1.078e-05 [pre_auto_parallel]: 4.23001e-06 [py_interpret_to_execute]: 6.928e-05 [rewriter_before_opt_a]: 0.00017719 [expand_dump_flag]: 4.65999e-06 [jit_opt_a]: 0.624714, [4] [Cycle 1]: 0.462714, [27] [switch_simplify]: 0.00028157 [loop_unroll]: 9.257e-05 [a_1]: 0.00227683 [with_stream_mark]: 4.565e-05 [recompute_prepare]: 3.634e-05 [updatestate_depend_eliminate]: 1.5e-05 [updatestate_assign_eliminate]: 1.162e-05 [updatestate_loads_eliminate]: 1.025e-05 [parameter_eliminate]: 3.95e-06 [specialize_transform]: 2.243e-05 [updatestate_useless_node_eliminater]: 2.622e-05 [accelerated_algorithm]: 2.134e-05 [meta_shard_fg_expand]: 7.65998e-06 [get_grad_eliminate_]: 2.13e-05 [merge_forward]: 1.177e-05 [cell_reuse_recompute_pass]: 1.21002e-06 [cell_reuse_handle_not_recompute_node_pass]: 6.596e-05 [j_node_and_user_rematch]: 4.007e-05 [meta_fg_expand]: 0.00716779 [replace_old_param]: 0.00013727 [inline_without_move]: 0.00016047 [renormalize]: 0.451035 [add_forward_monad_depend]: 3.144e-05 [auto_monad_grad]: 1.734e-05 [auto_monad_eliminator]: 0.00015546 [cse]: 0.00031526 [replace_applicator]: 0.00030172 [Cycle 2]: 0.00925745, [27] [switch_simplify]: 0.00010509 [loop_unroll]: 9.304e-05 [a_1]: 0.00497944 [with_stream_mark]: 4.916e-05 [recompute_prepare]: 4.054e-05 [updatestate_depend_eliminate]: 1.453e-05 [updatestate_assign_eliminate]: 1.493e-05 [updatestate_loads_eliminate]: 1.375e-05 [parameter_eliminate]: 5.25999e-06 [specialize_transform]: 2.237e-05 [updatestate_useless_node_eliminater]: 0.0001426 [accelerated_algorithm]: 1.779e-05 [meta_shard_fg_expand]: 8.23999e-06 [get_grad_eliminate_]: 1.504e-05 [merge_forward]: 1.315e-05 [cell_reuse_recompute_pass]: 2.33002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.397e-05 [j_node_and_user_rematch]: 2.302e-05 [meta_fg_expand]: 0.0002104 [replace_old_param]: 3.195e-05 [inline_without_move]: 1.552e-05 [renormalize]: 0.00285233 [add_forward_monad_depend]: 1.309e-05 [auto_monad_grad]: 3.47997e-06 [auto_monad_eliminator]: 3.478e-05 [cse]: 0.00014238 [replace_applicator]: 4.047e-05 [Cycle 3]: 0.0020064, [27] [switch_simplify]: 1.558e-05 [loop_unroll]: 1.378e-05 [a_1]: 0.00037874 [with_stream_mark]: 2.608e-05 [recompute_prepare]: 2.215e-05 [updatestate_depend_eliminate]: 8.96e-05 [updatestate_assign_eliminate]: 8.53001e-06 [updatestate_loads_eliminate]: 6.49001e-06 [parameter_eliminate]: 3.36999e-06 [specialize_transform]: 1.664e-05 [updatestate_useless_node_eliminater]: 1.897e-05 [accelerated_algorithm]: 1.26e-05 [meta_shard_fg_expand]: 3.16001e-06 [get_grad_eliminate_]: 1.166e-05 [merge_forward]: 7.15e-06 [cell_reuse_recompute_pass]: 4.47e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.71e-05 [j_node_and_user_rematch]: 1.814e-05 [meta_fg_expand]: 5.22999e-06 [replace_old_param]: 1.557e-05 [inline_without_move]: 1.198e-05 [renormalize]: 0.0009777 [add_forward_monad_depend]: 8.80999e-06 [auto_monad_grad]: 3.24001e-06 [auto_monad_eliminator]: 2.501e-05 [cse]: 4.7e-05 [replace_applicator]: 2.798e-05 [Cycle 4]: 0.00078914, [27] [switch_simplify]: 1.379e-05 [loop_unroll]: 1.281e-05 [a_1]: 0.00029101 [with_stream_mark]: 2.045e-05 [recompute_prepare]: 1.522e-05 [updatestate_depend_eliminate]: 8.67e-06 [updatestate_assign_eliminate]: 5.12e-06 [updatestate_loads_eliminate]: 6.69001e-06 [parameter_eliminate]: 1.99e-06 [specialize_transform]: 1.284e-05 [updatestate_useless_node_eliminater]: 1.623e-05 [accelerated_algorithm]: 1.265e-05 [meta_shard_fg_expand]: 2.84999e-06 [get_grad_eliminate_]: 1.023e-05 [merge_forward]: 6.94999e-06 [cell_reuse_recompute_pass]: 2.50002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.721e-05 [j_node_and_user_rematch]: 1.867e-05 [meta_fg_expand]: 4.32003e-06 [replace_old_param]: 1.48e-05 [inline_without_move]: 1.213e-05 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 2.54999e-06 [auto_monad_grad]: 1.27e-06 [auto_monad_eliminator]: 1.991e-05 [cse]: 4.106e-05 [replace_applicator]: 1.762e-05 [py_interpret_to_execute_after_opt_a]: 2.208e-05 [rewriter_after_opt_a]: 0.00025385 [convert_after_rewriter]: 1.83e-05 [order_py_execute_after_rewriter]: 9.49999e-06 [mutable_eliminate]: 0.20468 [jit_opt_b]: 0.00011744, [1] [Cycle 1]: 0.00010468, [2] [frontend_op_eliminate]: 4.59e-05 [inline_after_opt_a]: 4.114e-05 [cconv]: 5.038e-05 [loop_unroll]: 0.00078847 [jit_opt_after_cconv]: 0.00037164, [1] [Cycle 1]: 0.00036173, [11] [c_1]: 9.327e-05 [parameter_eliminate]: 7e-06 [updatestate_depend_eliminate]: 2.075e-05 [updatestate_assign_eliminate]: 8.75999e-06 [updatestate_loads_eliminate]: 8.28999e-06 [cse]: 8.019e-05 [call_graph_tuple_transform]: 4.507e-05 [tuple_list_get_item_eliminator]: 1.437e-05 [none_parameter_eliminate]: 2.64999e-06 [renormalize]: 5.40022e-07 [switch_simplify]: 1.497e-05 [remove_dup_value]: 8.223e-05 [partial_unused_args_eliminate]: 3.88001e-06 [environ_conv]: 1.636e-05 [add_recomputation]: 0.00015575 [cse_after_recomputation]: 5.151e-05, [1] [Cycle 1]: 4.05e-05, [1] [cse]: 2.87e-05 [auto_monad_reorder]: 5.282e-05 [get_jit_bprop_graph]: 2.43e-06 [rewriter_after_jit_bprop_graph]: 1.07e-05 [opt_after_jit_grad]: 0.00078966 [symbol_engine_optimizer]: 0.00013623, [1] [Cycle 1]: 0.00012556, [6] [build]: 1.023e-05 [elim_shapecalc]: 1.586e-05 [elim_not_effective]: 3.092e-05 [opt_reshape]: 1.383e-05 [fold_const_symbol]: 1.848e-05 [renormalize]: 6.30011e-07 [validate]: 8.661e-05 [backend_pass]: 1.26997e-06 [task_emit]: 0.0110505 [execute]: 1.061e-05 Sums bootstrap : 0.000349s : 0.02% type_inference : 1.427686s : 67.30% event_method : 0.000623s : 0.03% auto_monad : 0.000340s : 0.02% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000069s : 0.00% rewriter_before_opt_a : 0.000177s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000416s : 0.02% jit_opt_a.loop_unroll : 0.000212s : 0.01% jit_opt_a.a_1 : 0.007926s : 0.37% jit_opt_a.with_stream_mark : 0.000141s : 0.01% jit_opt_a.recompute_prepare : 0.000114s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000128s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000040s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000037s : 0.00% jit_opt_a.parameter_eliminate : 0.000015s : 0.00% jit_opt_a.specialize_transform : 0.000074s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000204s : 0.01% jit_opt_a.accelerated_algorithm : 0.000064s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000022s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000058s : 0.00% jit_opt_a.merge_forward : 0.000039s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000011s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000154s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000100s : 0.00% jit_opt_a.meta_fg_expand : 0.007388s : 0.35% jit_opt_a.replace_old_param : 0.000200s : 0.01% jit_opt_a.inline_without_move : 0.000200s : 0.01% jit_opt_a.renormalize : 0.454865s : 21.44% jit_opt_a.add_forward_monad_depend : 0.000056s : 0.00% jit_opt_a.auto_monad_grad : 0.000025s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000235s : 0.01% jit_opt_a.cse : 0.000546s : 0.03% jit_opt_a.replace_applicator : 0.000388s : 0.02% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000254s : 0.01% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.204680s : 9.65% jit_opt_b.frontend_op_eliminate : 0.000046s : 0.00% jit_opt_b.inline_after_opt_a : 0.000041s : 0.00% cconv : 0.000050s : 0.00% loop_unroll : 0.000788s : 0.04% jit_opt_after_cconv.c_1 : 0.000093s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000021s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.cse : 0.000080s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000045s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000014s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000015s : 0.00% remove_dup_value : 0.000082s : 0.00% partial_unused_args_eliminate : 0.000004s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000156s : 0.01% cse_after_recomputation.cse : 0.000029s : 0.00% auto_monad_reorder : 0.000053s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000011s : 0.00% opt_after_jit_grad : 0.000790s : 0.04% symbol_engine_optimizer.build : 0.000010s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000016s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000031s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000018s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000087s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.011051s : 0.52% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.003410 271 3.17% : 0.000108s : 12: substitution.depend_value_elim 0.14% : 0.000005s : 5: substitution.elim_not_effective 0.09% : 0.000003s : 5: substitution.fold_const_symbol 23.88% : 0.000814s : 4: substitution.getattr_setattr_resolve 0.36% : 0.000012s : 8: substitution.graph_param_transform 53.69% : 0.001831s : 29: substitution.inline 1.90% : 0.000065s : 4: substitution.inline_without_move 0.52% : 0.000018s : 29: substitution.j_node_and_user_rematch 0.81% : 0.000028s : 13: substitution.minmaximum_grad 0.49% : 0.000017s : 14: substitution.partial_eliminate 0.73% : 0.000025s : 29: substitution.remove_not_recompute_node 2.50% : 0.000085s : 16: substitution.replace_applicator 0.57% : 0.000019s : 17: substitution.replace_old_param 0.23% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.56% : 0.000019s : 3: substitution.switch_simplify 1.60% : 0.000055s : 13: substitution.tuple_list_convert_item_index_to_positive 1.35% : 0.000046s : 13: substitution.tuple_list_get_item_depend_reorder 4.31% : 0.000147s : 30: substitution.tuple_list_get_item_eliminator 0.97% : 0.000033s : 9: substitution.updatestate_pure_node_eliminater 2.14% : 0.000073s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.427520 2 99.67% : 1.422804s : 1: type_inference.infer 0.33% : 0.004717s : 1: type_inference.specialize ------[replace.] 0.001181 54 5.45% : 0.000064s : 3: replace.getattr_setattr_resolve 49.97% : 0.000590s : 29: replace.inline 6.25% : 0.000074s : 1: replace.replace_applicator 8.37% : 0.000099s : 3: replace.switch_simplify 22.75% : 0.000269s : 17: replace.tuple_list_get_item_eliminator 7.20% : 0.000085s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002694 54 28.20% : 0.000760s : 3: match.getattr_setattr_resolve 67.03% : 0.001806s : 29: match.inline 0.74% : 0.000020s : 1: match.replace_applicator 0.61% : 0.000017s : 3: match.switch_simplify 2.75% : 0.000074s : 17: match.tuple_list_get_item_eliminator 0.67% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000996 6048 1.32% : 0.000013s : 101: predicate.accumulaten_eliminater 0.57% : 0.000006s : 7: predicate.ad_related_special_op_eliminate 1.41% : 0.000014s : 101: predicate.addn_check_dump 1.48% : 0.000015s : 101: predicate.addn_zero_filter 2.11% : 0.000021s : 101: predicate.arithmetic_simplify 1.60% : 0.000016s : 101: predicate.cast_eliminate 0.17% : 0.000002s : 8: predicate.check_bprop_eliminate 1.58% : 0.000016s : 101: predicate.compare_switch_simplify 1.61% : 0.000016s : 101: predicate.depend_value_elim 1.29% : 0.000013s : 101: predicate.dict_get_item_const_eliminator 1.38% : 0.000014s : 101: predicate.dict_get_item_eliminator 1.32% : 0.000013s : 101: predicate.dict_set_item_eliminator 0.26% : 0.000003s : 7: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 7: predicate.elim_not_effective 0.19% : 0.000002s : 7: predicate.elim_shapecalc_of_broadcastargs 1.33% : 0.000013s : 101: predicate.environ_add_const_eliminate 1.42% : 0.000014s : 101: predicate.environ_get_add_eliminate 1.30% : 0.000013s : 101: predicate.environ_get_depend_swap 1.38% : 0.000014s : 101: predicate.environ_get_eliminate 1.31% : 0.000013s : 101: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 7: predicate.fold_const_symbol 0.81% : 0.000008s : 44: predicate.get_grad_eliminate 0.74% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000001s : 8: predicate.graph_param_transform 4.69% : 0.000047s : 163: predicate.inline 2.12% : 0.000021s : 105: predicate.inline_without_move 0.33% : 0.000003s : 44: predicate.j_node_and_user_rematch 0.97% : 0.000010s : 44: predicate.less_batch_normalization 1.72% : 0.000017s : 118: predicate.list_to_tuple_eliminator_ 1.72% : 0.000017s : 126: predicate.load_eliminater 0.63% : 0.000006s : 8: predicate.loop_unroll_after_grad 2.93% : 0.000029s : 187: predicate.loop_unroll_before_grad 1.60% : 0.000016s : 109: predicate.make_slice_get_slice_eliminator 1.38% : 0.000014s : 101: predicate.merge_addn 1.34% : 0.000013s : 101: predicate.minmaximum_grad 0.99% : 0.000010s : 8: predicate.mutable_eliminate 0.13% : 0.000001s : 7: predicate.opt_reshape 2.38% : 0.000024s : 126: predicate.partial_eliminate 1.35% : 0.000013s : 101: predicate.print_const_string_wrapper 2.00% : 0.000020s : 101: predicate.reduce_eliminate 1.86% : 0.000019s : 118: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000004s : 44: predicate.remove_not_recompute_node 2.81% : 0.000028s : 243: predicate.replace_applicator 0.99% : 0.000010s : 105: predicate.replace_old_param 0.14% : 0.000001s : 8: predicate.reset_defer_inline 1.47% : 0.000015s : 101: predicate.reshape_eliminate 1.54% : 0.000015s : 101: predicate.row_tensor_add_zeros_like 0.27% : 0.000003s : 8: predicate.row_tensor_eliminate 1.42% : 0.000014s : 101: predicate.same_eliminate 0.51% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.27% : 0.000003s : 15: predicate.special_op_eliminate 0.88% : 0.000009s : 50: predicate.specialize_transform 1.68% : 0.000017s : 101: predicate.split_environ_get_set_with_tuple_value 1.35% : 0.000013s : 101: predicate.stack_unstack_eliminate 0.15% : 0.000001s : 8: predicate.switch_call_monad_eliminater 3.83% : 0.000038s : 147: predicate.switch_defer_inline 2.41% : 0.000024s : 147: predicate.switch_layer_defer_inline 5.78% : 0.000058s : 348: predicate.switch_simplify 1.33% : 0.000013s : 101: predicate.tile_eliminate 1.48% : 0.000015s : 101: predicate.transpose_eliminate 1.95% : 0.000019s : 101: predicate.tuple_list_convert_item_index_to_positive 1.71% : 0.000017s : 101: predicate.tuple_list_get_item_depend_reorder 3.50% : 0.000035s : 134: predicate.tuple_list_get_item_eliminator 2.02% : 0.000020s : 101: predicate.tuple_list_set_item_eliminator 1.66% : 0.000017s : 118: predicate.tuple_to_list_eliminator_ 1.98% : 0.000020s : 126: predicate.updatestate_pure_node_eliminater 3.10% : 0.000031s : 172: predicate.updatestate_useless_node_eliminater 2.03% : 0.000020s : 101: predicate.value_based_eliminate 0.11% : 0.000001s : 7: predicate.virtual_view_grad_eliminate 0.24% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.008629 79 68.15% : 0.005881s : 42: func_graph_cloner_run.FuncGraphClonerGraph 5.82% : 0.000502s : 7: func_graph_cloner_run.FuncGraphClonerNode 26.04% : 0.002247s : 30: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.739262 108 0.01% : 0.000163s : 1: add_recomputation 0.01% : 0.000351s : 1: auto_monad 0.00% : 0.000057s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: backend_pass 0.01% : 0.000377s : 1: bootstrap 0.00% : 0.000054s : 1: cconv 0.00% : 0.000022s : 1: convert_after_rewriter 0.00% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000020s : 1: environ_conv 0.02% : 0.000637s : 1: event_method 0.00% : 0.000016s : 1: execute 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 22.81% : 0.624719s : 1: jit_opt_a 0.01% : 0.000377s : 1: jit_opt_after_cconv 0.00% : 0.000122s : 1: jit_opt_b 0.03% : 0.000804s : 1: loop_unroll 7.47% : 0.204706s : 1: mutable_eliminate 0.37% : 0.010004s : 52: opt.transform.jit_opt_a 0.01% : 0.000162s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000075s : 4: opt.transform.jit_opt_b 0.00% : 0.000034s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000062s : 1: opt.transform.mutable_eliminate 0.00% : 0.000058s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000946s : 2: opt.transform.opt_resolve 0.00% : 0.000075s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000810s : 1: opt_after_jit_grad 0.00% : 0.000013s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.00% : 0.000073s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000087s : 1: remove_dup_value 8.55% : 0.234151s : 3: renormalize.infer 8.06% : 0.220655s : 3: renormalize.specialize 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000262s : 1: rewriter_after_opt_a 0.01% : 0.000181s : 1: rewriter_before_opt_a 0.01% : 0.000140s : 1: symbol_engine_optimizer 0.40% : 0.011072s : 1: task_emit 52.12% : 1.427719s : 1: type_inference 0.00% : 0.000122s : 1: validate . [hook] pytest_runtest_teardown:test_permute_dynamic_shape_advanced[False-KBK] tests/st/mint/test_permute.py::test_permute_dynamic_shape_advanced[False-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_permute_dynamic_shape_advanced[True-pynative] tests/st/mint/test_permute.py::test_permute_dynamic_shape_advanced[True-pynative],max_mem:4.0M TotalTime = 1.15698, [33] [bootstrap]: 0.00069012 [type_inference]: 0.921758 [event_method]: 1.967e-05 [auto_monad]: 0.00019513 [graph_reusing]: 8.07e-06 [pre_auto_parallel]: 3.32997e-06 [py_interpret_to_execute]: 0.0004851 [rewriter_before_opt_a]: 8.098e-05 [expand_dump_flag]: 4.75001e-06 [jit_opt_a]: 0.176489, [2] [Cycle 1]: 0.06972, [27] [switch_simplify]: 6.627e-05 [loop_unroll]: 2.538e-05 [a_1]: 0.0154127 [with_stream_mark]: 3.788e-05 [recompute_prepare]: 2.333e-05 [updatestate_depend_eliminate]: 8.03999e-06 [updatestate_assign_eliminate]: 5.94e-06 [updatestate_loads_eliminate]: 5.35001e-06 [parameter_eliminate]: 3.69002e-06 [specialize_transform]: 1.192e-05 [updatestate_useless_node_eliminater]: 1.539e-05 [accelerated_algorithm]: 1.157e-05 [meta_shard_fg_expand]: 4.60001e-06 [get_grad_eliminate_]: 1.242e-05 [merge_forward]: 6.79999e-06 [cell_reuse_recompute_pass]: 1.81e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.701e-05 [j_node_and_user_rematch]: 1.877e-05 [meta_fg_expand]: 4.73001e-06 [replace_old_param]: 1.704e-05 [inline_without_move]: 1.133e-05 [renormalize]: 0.0535185 [add_forward_monad_depend]: 2.164e-05 [auto_monad_grad]: 3.60998e-06 [auto_monad_eliminator]: 4.015e-05 [cse]: 4.899e-05 [replace_applicator]: 3.709e-05 [Cycle 2]: 0.0193775, [27] [switch_simplify]: 1.245e-05 [loop_unroll]: 1.001e-05 [a_1]: 0.0188717 [with_stream_mark]: 3.306e-05 [recompute_prepare]: 1.951e-05 [updatestate_depend_eliminate]: 7.88999e-06 [updatestate_assign_eliminate]: 6.51999e-06 [updatestate_loads_eliminate]: 5.14e-06 [parameter_eliminate]: 2.88003e-06 [specialize_transform]: 1.232e-05 [updatestate_useless_node_eliminater]: 1.499e-05 [accelerated_algorithm]: 1.254e-05 [meta_shard_fg_expand]: 5.19998e-06 [get_grad_eliminate_]: 9.12999e-06 [merge_forward]: 5.92999e-06 [cell_reuse_recompute_pass]: 3.92002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.348e-05 [j_node_and_user_rematch]: 1.52e-05 [meta_fg_expand]: 4.63999e-06 [replace_old_param]: 1.41e-05 [inline_without_move]: 9.99999e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 4.50001e-06 [auto_monad_grad]: 3.16001e-06 [auto_monad_eliminator]: 2.305e-05 [cse]: 4.635e-05 [replace_applicator]: 1.063e-05 [py_interpret_to_execute_after_opt_a]: 2.167e-05 [rewriter_after_opt_a]: 0.00066651 [convert_after_rewriter]: 1.363e-05 [order_py_execute_after_rewriter]: 7.05e-06 [mutable_eliminate]: 0.0407752 [jit_opt_b]: 0.00010839, [1] [Cycle 1]: 9.504e-05, [2] [frontend_op_eliminate]: 4.064e-05 [inline_after_opt_a]: 3.623e-05 [cconv]: 5.68e-05 [loop_unroll]: 0.00086414 [jit_opt_after_cconv]: 0.00029803, [1] [Cycle 1]: 0.00028873, [11] [c_1]: 7.599e-05 [parameter_eliminate]: 8.35999e-06 [updatestate_depend_eliminate]: 1.742e-05 [updatestate_assign_eliminate]: 7.41999e-06 [updatestate_loads_eliminate]: 5.51e-06 [cse]: 5.685e-05 [call_graph_tuple_transform]: 3.171e-05 [tuple_list_get_item_eliminator]: 1.191e-05 [none_parameter_eliminate]: 1.86998e-06 [renormalize]: 5.89993e-07 [switch_simplify]: 1.048e-05 [remove_dup_value]: 2.385e-05 [partial_unused_args_eliminate]: 2.57001e-06 [environ_conv]: 1.814e-05 [add_recomputation]: 9.518e-05 [cse_after_recomputation]: 3.465e-05, [1] [Cycle 1]: 2.825e-05, [1] [cse]: 1.813e-05 [auto_monad_reorder]: 3.374e-05 [get_jit_bprop_graph]: 3.02002e-06 [rewriter_after_jit_bprop_graph]: 0.00024033 [opt_after_jit_grad]: 0.00068138 [symbol_engine_optimizer]: 0.00011699, [1] [Cycle 1]: 0.00010883, [6] [build]: 8.69003e-06 [elim_shapecalc]: 1.328e-05 [elim_not_effective]: 2.347e-05 [opt_reshape]: 1.149e-05 [fold_const_symbol]: 1.769e-05 [renormalize]: 4.7998e-07 [validate]: 8.165e-05 [backend_pass]: 1.37999e-06 [task_emit]: 0.0127231 [execute]: 1.165e-05 Sums bootstrap : 0.000690s : 0.06% type_inference : 0.921758s : 86.26% event_method : 0.000020s : 0.00% auto_monad : 0.000195s : 0.02% graph_reusing : 0.000008s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000485s : 0.05% rewriter_before_opt_a : 0.000081s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000079s : 0.01% jit_opt_a.loop_unroll : 0.000035s : 0.00% jit_opt_a.a_1 : 0.034284s : 3.21% jit_opt_a.with_stream_mark : 0.000071s : 0.01% jit_opt_a.recompute_prepare : 0.000043s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000016s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000007s : 0.00% jit_opt_a.specialize_transform : 0.000024s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000030s : 0.00% jit_opt_a.accelerated_algorithm : 0.000024s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000010s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000022s : 0.00% jit_opt_a.merge_forward : 0.000013s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000050s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000034s : 0.00% jit_opt_a.meta_fg_expand : 0.000009s : 0.00% jit_opt_a.replace_old_param : 0.000031s : 0.00% jit_opt_a.inline_without_move : 0.000021s : 0.00% jit_opt_a.renormalize : 0.053519s : 5.01% jit_opt_a.add_forward_monad_depend : 0.000026s : 0.00% jit_opt_a.auto_monad_grad : 0.000007s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000063s : 0.01% jit_opt_a.cse : 0.000095s : 0.01% jit_opt_a.replace_applicator : 0.000048s : 0.00% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000667s : 0.06% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.040775s : 3.82% jit_opt_b.frontend_op_eliminate : 0.000041s : 0.00% jit_opt_b.inline_after_opt_a : 0.000036s : 0.00% cconv : 0.000057s : 0.01% loop_unroll : 0.000864s : 0.08% jit_opt_after_cconv.c_1 : 0.000076s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000017s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000057s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000032s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000012s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000024s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000018s : 0.00% add_recomputation : 0.000095s : 0.01% cse_after_recomputation.cse : 0.000018s : 0.00% auto_monad_reorder : 0.000034s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000240s : 0.02% opt_after_jit_grad : 0.000681s : 0.06% symbol_engine_optimizer.build : 0.000009s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000023s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000018s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000082s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.012723s : 1.19% execute : 0.000012s : 0.00% Time group info: ------[substitution.] 0.014991 45 0.09% : 0.000014s : 2: substitution.depend_value_elim 0.02% : 0.000003s : 4: substitution.elim_not_effective 0.02% : 0.000003s : 4: substitution.fold_const_symbol 0.06% : 0.000009s : 6: substitution.graph_param_transform 99.37% : 0.014896s : 3: substitution.inline 0.05% : 0.000007s : 8: substitution.j_node_and_user_rematch 0.06% : 0.000010s : 8: substitution.remove_not_recompute_node 0.06% : 0.000008s : 2: substitution.replace_old_param 0.15% : 0.000023s : 3: substitution.updatestate_pure_node_eliminater 0.11% : 0.000016s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.921627 2 99.74% : 0.919189s : 1: type_inference.infer 0.26% : 0.002438s : 1: type_inference.specialize ------[replace.] 0.000052 3 100.00% : 0.000052s : 3: replace.inline ------[match.] 0.014888 3 100.00% : 0.014888s : 3: match.inline ------[predicate.] 0.000428 970 0.64% : 0.000003s : 14: predicate.accumulaten_eliminater 0.67% : 0.000003s : 6: predicate.ad_related_special_op_eliminate 0.47% : 0.000002s : 14: predicate.addn_check_dump 0.77% : 0.000003s : 14: predicate.addn_zero_filter 1.65% : 0.000007s : 14: predicate.arithmetic_simplify 0.80% : 0.000003s : 14: predicate.cast_eliminate 0.35% : 0.000001s : 6: predicate.check_bprop_eliminate 0.47% : 0.000002s : 14: predicate.compare_switch_simplify 0.65% : 0.000003s : 14: predicate.depend_value_elim 0.64% : 0.000003s : 14: predicate.dict_get_item_const_eliminator 0.57% : 0.000002s : 14: predicate.dict_get_item_eliminator 0.57% : 0.000002s : 14: predicate.dict_set_item_eliminator 0.47% : 0.000002s : 6: predicate.dumpgradient_eliminate 0.21% : 0.000001s : 6: predicate.elim_not_effective 0.32% : 0.000001s : 6: predicate.elim_shapecalc_of_broadcastargs 0.66% : 0.000003s : 14: predicate.environ_add_const_eliminate 0.51% : 0.000002s : 14: predicate.environ_get_add_eliminate 0.57% : 0.000002s : 14: predicate.environ_get_depend_swap 0.74% : 0.000003s : 14: predicate.environ_get_eliminate 0.53% : 0.000002s : 14: predicate.environ_get_set_eliminate 0.13% : 0.000001s : 6: predicate.fold_const_symbol 0.70% : 0.000003s : 12: predicate.get_grad_eliminate 0.26% : 0.000001s : 6: predicate.graph_param_transform 3.45% : 0.000015s : 29: predicate.inline 0.66% : 0.000003s : 12: predicate.inline_without_move 0.24% : 0.000001s : 12: predicate.j_node_and_user_rematch 0.80% : 0.000003s : 12: predicate.less_batch_normalization 0.86% : 0.000004s : 14: predicate.list_to_tuple_eliminator_ 0.82% : 0.000004s : 20: predicate.load_eliminater 1.16% : 0.000005s : 6: predicate.loop_unroll_after_grad 1.13% : 0.000005s : 30: predicate.loop_unroll_before_grad 1.08% : 0.000005s : 20: predicate.make_slice_get_slice_eliminator 0.68% : 0.000003s : 14: predicate.merge_addn 0.54% : 0.000002s : 14: predicate.minmaximum_grad 45.31% : 0.000194s : 6: predicate.mutable_eliminate 0.24% : 0.000001s : 6: predicate.opt_reshape 1.04% : 0.000004s : 20: predicate.partial_eliminate 1.08% : 0.000005s : 14: predicate.print_const_string_wrapper 1.10% : 0.000005s : 14: predicate.reduce_eliminate 0.86% : 0.000004s : 14: predicate.redundant_stop_gradient_eliminater 0.36% : 0.000002s : 12: predicate.remove_not_recompute_node 1.03% : 0.000004s : 26: predicate.replace_applicator 0.31% : 0.000001s : 12: predicate.replace_old_param 0.33% : 0.000001s : 6: predicate.reset_defer_inline 0.74% : 0.000003s : 14: predicate.reshape_eliminate 0.65% : 0.000003s : 14: predicate.row_tensor_add_zeros_like 0.54% : 0.000002s : 6: predicate.row_tensor_eliminate 0.75% : 0.000003s : 14: predicate.same_eliminate 0.39% : 0.000002s : 12: predicate.set_cell_output_no_recompute 0.58% : 0.000002s : 12: predicate.special_op_eliminate 0.52% : 0.000002s : 12: predicate.specialize_transform 2.21% : 0.000009s : 14: predicate.split_environ_get_set_with_tuple_value 0.89% : 0.000004s : 14: predicate.stack_unstack_eliminate 0.26% : 0.000001s : 6: predicate.switch_call_monad_eliminater 1.35% : 0.000006s : 17: predicate.switch_defer_inline 0.80% : 0.000003s : 17: predicate.switch_layer_defer_inline 2.67% : 0.000011s : 53: predicate.switch_simplify 0.74% : 0.000003s : 14: predicate.tile_eliminate 0.68% : 0.000003s : 14: predicate.transpose_eliminate 1.04% : 0.000004s : 14: predicate.tuple_list_convert_item_index_to_positive 0.74% : 0.000003s : 14: predicate.tuple_list_get_item_depend_reorder 2.32% : 0.000010s : 26: predicate.tuple_list_get_item_eliminator 0.90% : 0.000004s : 14: predicate.tuple_list_set_item_eliminator 0.67% : 0.000003s : 14: predicate.tuple_to_list_eliminator_ 0.86% : 0.000004s : 20: predicate.updatestate_pure_node_eliminater 1.60% : 0.000007s : 32: predicate.updatestate_useless_node_eliminater 1.10% : 0.000005s : 14: predicate.value_based_eliminate 0.18% : 0.000001s : 6: predicate.virtual_view_grad_eliminate 0.39% : 0.000002s : 6: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.071633 27 97.76% : 0.070030s : 22: func_graph_cloner_run.FuncGraphClonerGraph 2.24% : 0.001603s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.245616 76 0.01% : 0.000100s : 1: add_recomputation 0.02% : 0.000201s : 1: auto_monad 0.00% : 0.000037s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.06% : 0.000719s : 1: bootstrap 0.00% : 0.000060s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.00% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000023s : 1: environ_conv 0.00% : 0.000026s : 1: event_method 0.00% : 0.000018s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000011s : 1: graph_reusing 14.17% : 0.176494s : 1: jit_opt_a 0.02% : 0.000304s : 1: jit_opt_after_cconv 0.01% : 0.000113s : 1: jit_opt_b 0.07% : 0.000877s : 1: loop_unroll 3.28% : 0.040805s : 1: mutable_eliminate 2.78% : 0.034669s : 26: opt.transform.jit_opt_a 0.01% : 0.000125s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000064s : 4: opt.transform.jit_opt_b 0.00% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.02% : 0.000246s : 1: opt.transform.mutable_eliminate 0.00% : 0.000043s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000062s : 4: opt.transform.symbol_engine_opt 0.06% : 0.000695s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.04% : 0.000496s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000026s : 1: remove_dup_value 4.15% : 0.051638s : 1: renormalize.infer 0.15% : 0.001855s : 1: renormalize.specialize 0.02% : 0.000246s : 1: rewriter_after_jit_bprop_graph 0.05% : 0.000672s : 1: rewriter_after_opt_a 0.01% : 0.000086s : 1: rewriter_before_opt_a 0.01% : 0.000120s : 1: symbol_engine_optimizer 1.02% : 0.012747s : 1: task_emit 74.00% : 0.921782s : 1: type_inference 0.01% : 0.000115s : 1: validate TotalTime = 1.60482, [33] [bootstrap]: 0.00034303 [type_inference]: 1.0056 [event_method]: 0.00081683 [auto_monad]: 0.00036373 [graph_reusing]: 1.205e-05 [pre_auto_parallel]: 4.92e-06 [py_interpret_to_execute]: 7.513e-05 [rewriter_before_opt_a]: 0.0011746 [expand_dump_flag]: 1.044e-05 [jit_opt_a]: 0.379003, [4] [Cycle 1]: 0.364346, [27] [switch_simplify]: 0.0002687 [loop_unroll]: 7.17e-05 [a_1]: 0.00174748 [with_stream_mark]: 4.659e-05 [recompute_prepare]: 3.226e-05 [updatestate_depend_eliminate]: 1.604e-05 [updatestate_assign_eliminate]: 1.134e-05 [updatestate_loads_eliminate]: 9.82999e-06 [parameter_eliminate]: 3.56001e-06 [specialize_transform]: 2.352e-05 [updatestate_useless_node_eliminater]: 2.613e-05 [accelerated_algorithm]: 2.095e-05 [meta_shard_fg_expand]: 6.93e-06 [get_grad_eliminate_]: 2.041e-05 [merge_forward]: 1.265e-05 [cell_reuse_recompute_pass]: 1.13001e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.059e-05 [j_node_and_user_rematch]: 3.694e-05 [meta_fg_expand]: 0.175166 [replace_old_param]: 0.0001429 [inline_without_move]: 0.00013333 [renormalize]: 0.185213 [add_forward_monad_depend]: 3.299e-05 [auto_monad_grad]: 1.926e-05 [auto_monad_eliminator]: 0.0001715 [cse]: 0.00032531 [replace_applicator]: 0.00037596 [Cycle 2]: 0.00786503, [27] [switch_simplify]: 0.00010499 [loop_unroll]: 9.348e-05 [a_1]: 0.00412057 [with_stream_mark]: 4.726e-05 [recompute_prepare]: 3.456e-05 [updatestate_depend_eliminate]: 1.455e-05 [updatestate_assign_eliminate]: 1.437e-05 [updatestate_loads_eliminate]: 1.293e-05 [parameter_eliminate]: 4.97999e-06 [specialize_transform]: 2.137e-05 [updatestate_useless_node_eliminater]: 8.443e-05 [accelerated_algorithm]: 1.736e-05 [meta_shard_fg_expand]: 6.26998e-06 [get_grad_eliminate_]: 1.478e-05 [merge_forward]: 8.08999e-06 [cell_reuse_recompute_pass]: 1.74e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.238e-05 [j_node_and_user_rematch]: 2.628e-05 [meta_fg_expand]: 0.00018999 [replace_old_param]: 2.389e-05 [inline_without_move]: 1.423e-05 [renormalize]: 0.00252337 [add_forward_monad_depend]: 9.71998e-06 [auto_monad_grad]: 2.84999e-06 [auto_monad_eliminator]: 3.331e-05 [cse]: 0.00012643 [replace_applicator]: 3.291e-05 [Cycle 3]: 0.00172355, [27] [switch_simplify]: 1.545e-05 [loop_unroll]: 1.456e-05 [a_1]: 0.00036894 [with_stream_mark]: 2.459e-05 [recompute_prepare]: 1.485e-05 [updatestate_depend_eliminate]: 5.51e-05 [updatestate_assign_eliminate]: 7.25e-06 [updatestate_loads_eliminate]: 5.89e-06 [parameter_eliminate]: 1.97001e-06 [specialize_transform]: 1.413e-05 [updatestate_useless_node_eliminater]: 1.649e-05 [accelerated_algorithm]: 1.368e-05 [meta_shard_fg_expand]: 2.94999e-06 [get_grad_eliminate_]: 1.11e-05 [merge_forward]: 6.48e-06 [cell_reuse_recompute_pass]: 3.14999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.588e-05 [j_node_and_user_rematch]: 1.9e-05 [meta_fg_expand]: 4.15999e-06 [replace_old_param]: 1.552e-05 [inline_without_move]: 1.124e-05 [renormalize]: 0.00081538 [add_forward_monad_depend]: 6.75998e-06 [auto_monad_grad]: 2.38998e-06 [auto_monad_eliminator]: 2.178e-05 [cse]: 3.644e-05 [replace_applicator]: 2.234e-05 [Cycle 4]: 0.00067047, [27] [switch_simplify]: 1.318e-05 [loop_unroll]: 1.155e-05 [a_1]: 0.00028158 [with_stream_mark]: 1.455e-05 [recompute_prepare]: 1.144e-05 [updatestate_depend_eliminate]: 6.11e-06 [updatestate_assign_eliminate]: 5.23002e-06 [updatestate_loads_eliminate]: 4.50001e-06 [parameter_eliminate]: 9.70002e-07 [specialize_transform]: 1.156e-05 [updatestate_useless_node_eliminater]: 1.483e-05 [accelerated_algorithm]: 1.286e-05 [meta_shard_fg_expand]: 2.57001e-06 [get_grad_eliminate_]: 1.07e-05 [merge_forward]: 6.96001e-06 [cell_reuse_recompute_pass]: 2.26e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.203e-05 [j_node_and_user_rematch]: 1.798e-05 [meta_fg_expand]: 4.11001e-06 [replace_old_param]: 1.382e-05 [inline_without_move]: 1.053e-05 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 2.71e-06 [auto_monad_grad]: 1.38002e-06 [auto_monad_eliminator]: 1.525e-05 [cse]: 2.581e-05 [replace_applicator]: 1.134e-05 [py_interpret_to_execute_after_opt_a]: 2.039e-05 [rewriter_after_opt_a]: 0.00022981 [convert_after_rewriter]: 1.258e-05 [order_py_execute_after_rewriter]: 7.77998e-06 [mutable_eliminate]: 0.00089891 [jit_opt_b]: 9.988e-05, [1] [Cycle 1]: 9.031e-05, [2] [frontend_op_eliminate]: 3.964e-05 [inline_after_opt_a]: 3.571e-05 [cconv]: 4.261e-05 [loop_unroll]: 0.00054452 [jit_opt_after_cconv]: 0.00029206, [1] [Cycle 1]: 0.00028404, [11] [c_1]: 7.658e-05 [parameter_eliminate]: 4.68001e-06 [updatestate_depend_eliminate]: 1.317e-05 [updatestate_assign_eliminate]: 6.19999e-06 [updatestate_loads_eliminate]: 5.59e-06 [cse]: 5.449e-05 [call_graph_tuple_transform]: 3.493e-05 [tuple_list_get_item_eliminator]: 1.244e-05 [none_parameter_eliminate]: 1.62001e-06 [renormalize]: 6.50005e-07 [switch_simplify]: 1.153e-05 [remove_dup_value]: 0.00042738 [partial_unused_args_eliminate]: 4.55999e-06 [environ_conv]: 1.93e-05 [add_recomputation]: 0.00010081 [cse_after_recomputation]: 4.807e-05, [1] [Cycle 1]: 3.799e-05, [1] [cse]: 2.677e-05 [auto_monad_reorder]: 4.363e-05 [get_jit_bprop_graph]: 2.86e-06 [rewriter_after_jit_bprop_graph]: 1.188e-05 [opt_after_jit_grad]: 0.00071255 [symbol_engine_optimizer]: 0.00015277, [1] [Cycle 1]: 0.00014232, [6] [build]: 8.48999e-06 [elim_shapecalc]: 1.773e-05 [elim_not_effective]: 3.466e-05 [opt_reshape]: 1.601e-05 [fold_const_symbol]: 2.609e-05 [renormalize]: 7.80012e-07 [validate]: 9.412e-05 [backend_pass]: 1.16997e-06 [task_emit]: 0.213259 [execute]: 1.091e-05 Sums bootstrap : 0.000343s : 0.02% type_inference : 1.005600s : 62.89% event_method : 0.000817s : 0.05% auto_monad : 0.000364s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000005s : 0.00% py_interpret_to_execute : 0.000075s : 0.00% rewriter_before_opt_a : 0.001175s : 0.07% expand_dump_flag : 0.000010s : 0.00% jit_opt_a.switch_simplify : 0.000402s : 0.03% jit_opt_a.loop_unroll : 0.000191s : 0.01% jit_opt_a.a_1 : 0.006519s : 0.41% jit_opt_a.with_stream_mark : 0.000133s : 0.01% jit_opt_a.recompute_prepare : 0.000093s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000092s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000038s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000033s : 0.00% jit_opt_a.parameter_eliminate : 0.000011s : 0.00% jit_opt_a.specialize_transform : 0.000071s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000142s : 0.01% jit_opt_a.accelerated_algorithm : 0.000065s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000019s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000057s : 0.00% jit_opt_a.merge_forward : 0.000034s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000008s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000121s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000100s : 0.01% jit_opt_a.meta_fg_expand : 0.175365s : 10.97% jit_opt_a.replace_old_param : 0.000196s : 0.01% jit_opt_a.inline_without_move : 0.000169s : 0.01% jit_opt_a.renormalize : 0.188551s : 11.79% jit_opt_a.add_forward_monad_depend : 0.000052s : 0.00% jit_opt_a.auto_monad_grad : 0.000026s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000242s : 0.02% jit_opt_a.cse : 0.000514s : 0.03% jit_opt_a.replace_applicator : 0.000443s : 0.03% py_interpret_to_execute_after_opt_a : 0.000020s : 0.00% rewriter_after_opt_a : 0.000230s : 0.01% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000899s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000040s : 0.00% jit_opt_b.inline_after_opt_a : 0.000036s : 0.00% cconv : 0.000043s : 0.00% loop_unroll : 0.000545s : 0.03% jit_opt_after_cconv.c_1 : 0.000077s : 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 : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000054s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000035s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000012s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000012s : 0.00% remove_dup_value : 0.000427s : 0.03% partial_unused_args_eliminate : 0.000005s : 0.00% environ_conv : 0.000019s : 0.00% add_recomputation : 0.000101s : 0.01% cse_after_recomputation.cse : 0.000027s : 0.00% auto_monad_reorder : 0.000044s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000012s : 0.00% opt_after_jit_grad : 0.000713s : 0.04% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000018s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000035s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000016s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000026s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000094s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.213259s : 13.34% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.170418 271 0.02% : 0.000038s : 12: substitution.depend_value_elim 0.00% : 0.000005s : 5: substitution.elim_not_effective 0.00% : 0.000004s : 5: substitution.fold_const_symbol 98.77% : 0.168320s : 4: substitution.getattr_setattr_resolve 0.01% : 0.000011s : 8: substitution.graph_param_transform 0.88% : 0.001503s : 29: substitution.inline 0.02% : 0.000041s : 4: substitution.inline_without_move 0.01% : 0.000019s : 29: substitution.j_node_and_user_rematch 0.01% : 0.000025s : 13: substitution.minmaximum_grad 0.01% : 0.000016s : 14: substitution.partial_eliminate 0.02% : 0.000026s : 29: substitution.remove_not_recompute_node 0.05% : 0.000080s : 16: substitution.replace_applicator 0.01% : 0.000021s : 17: substitution.replace_old_param 0.00% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.01% : 0.000016s : 3: substitution.switch_simplify 0.03% : 0.000049s : 13: substitution.tuple_list_convert_item_index_to_positive 0.02% : 0.000036s : 13: substitution.tuple_list_get_item_depend_reorder 0.06% : 0.000108s : 30: substitution.tuple_list_get_item_eliminator 0.02% : 0.000026s : 9: substitution.updatestate_pure_node_eliminater 0.04% : 0.000067s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.005423 2 99.54% : 1.000757s : 1: type_inference.infer 0.46% : 0.004665s : 1: type_inference.specialize ------[replace.] 0.000960 54 13.31% : 0.000128s : 3: replace.getattr_setattr_resolve 44.89% : 0.000431s : 29: replace.inline 8.07% : 0.000077s : 1: replace.replace_applicator 9.15% : 0.000088s : 3: replace.switch_simplify 20.41% : 0.000196s : 17: replace.tuple_list_get_item_eliminator 4.17% : 0.000040s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.169833 54 99.07% : 0.168256s : 3: match.getattr_setattr_resolve 0.87% : 0.001481s : 29: match.inline 0.01% : 0.000021s : 1: match.replace_applicator 0.01% : 0.000014s : 3: match.switch_simplify 0.03% : 0.000048s : 17: match.tuple_list_get_item_eliminator 0.01% : 0.000013s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000945 6056 1.46% : 0.000014s : 101: predicate.accumulaten_eliminater 0.33% : 0.000003s : 8: predicate.ad_related_special_op_eliminate 1.40% : 0.000013s : 101: predicate.addn_check_dump 1.51% : 0.000014s : 101: predicate.addn_zero_filter 2.03% : 0.000019s : 101: predicate.arithmetic_simplify 1.46% : 0.000014s : 101: predicate.cast_eliminate 0.13% : 0.000001s : 8: predicate.check_bprop_eliminate 1.47% : 0.000014s : 101: predicate.compare_switch_simplify 1.57% : 0.000015s : 101: predicate.depend_value_elim 1.41% : 0.000013s : 101: predicate.dict_get_item_const_eliminator 1.53% : 0.000014s : 101: predicate.dict_get_item_eliminator 1.42% : 0.000013s : 101: predicate.dict_set_item_eliminator 0.22% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 8: predicate.elim_not_effective 0.19% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.36% : 0.000013s : 101: predicate.environ_add_const_eliminate 1.47% : 0.000014s : 101: predicate.environ_get_add_eliminate 1.35% : 0.000013s : 101: predicate.environ_get_depend_swap 1.55% : 0.000015s : 101: predicate.environ_get_eliminate 1.37% : 0.000013s : 101: predicate.environ_get_set_eliminate 0.08% : 0.000001s : 8: predicate.fold_const_symbol 0.83% : 0.000008s : 44: predicate.get_grad_eliminate 1.12% : 0.000011s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000001s : 8: predicate.graph_param_transform 4.42% : 0.000042s : 163: predicate.inline 2.03% : 0.000019s : 105: predicate.inline_without_move 0.35% : 0.000003s : 44: predicate.j_node_and_user_rematch 0.88% : 0.000008s : 44: predicate.less_batch_normalization 1.79% : 0.000017s : 118: predicate.list_to_tuple_eliminator_ 1.87% : 0.000018s : 126: predicate.load_eliminater 0.36% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.95% : 0.000028s : 187: predicate.loop_unroll_before_grad 1.71% : 0.000016s : 109: predicate.make_slice_get_slice_eliminator 1.43% : 0.000014s : 101: predicate.merge_addn 1.64% : 0.000016s : 101: predicate.minmaximum_grad 0.43% : 0.000004s : 8: predicate.mutable_eliminate 0.16% : 0.000002s : 8: predicate.opt_reshape 2.41% : 0.000023s : 126: predicate.partial_eliminate 1.37% : 0.000013s : 101: predicate.print_const_string_wrapper 1.89% : 0.000018s : 101: predicate.reduce_eliminate 1.83% : 0.000017s : 118: predicate.redundant_stop_gradient_eliminater 0.53% : 0.000005s : 44: predicate.remove_not_recompute_node 2.80% : 0.000026s : 243: predicate.replace_applicator 1.01% : 0.000010s : 105: predicate.replace_old_param 0.11% : 0.000001s : 8: predicate.reset_defer_inline 1.41% : 0.000013s : 101: predicate.reshape_eliminate 1.58% : 0.000015s : 101: predicate.row_tensor_add_zeros_like 0.25% : 0.000002s : 8: predicate.row_tensor_eliminate 1.39% : 0.000013s : 101: predicate.same_eliminate 0.52% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.33% : 0.000003s : 16: predicate.special_op_eliminate 0.96% : 0.000009s : 50: predicate.specialize_transform 1.71% : 0.000016s : 101: predicate.split_environ_get_set_with_tuple_value 1.50% : 0.000014s : 101: predicate.stack_unstack_eliminate 0.14% : 0.000001s : 8: predicate.switch_call_monad_eliminater 3.34% : 0.000032s : 147: predicate.switch_defer_inline 2.61% : 0.000025s : 147: predicate.switch_layer_defer_inline 6.07% : 0.000057s : 348: predicate.switch_simplify 1.40% : 0.000013s : 101: predicate.tile_eliminate 1.54% : 0.000015s : 101: predicate.transpose_eliminate 2.02% : 0.000019s : 101: predicate.tuple_list_convert_item_index_to_positive 1.73% : 0.000016s : 101: predicate.tuple_list_get_item_depend_reorder 3.33% : 0.000031s : 134: predicate.tuple_list_get_item_eliminator 1.81% : 0.000017s : 101: predicate.tuple_list_set_item_eliminator 1.79% : 0.000017s : 118: predicate.tuple_to_list_eliminator_ 1.90% : 0.000018s : 126: predicate.updatestate_pure_node_eliminater 2.98% : 0.000028s : 172: predicate.updatestate_useless_node_eliminater 1.94% : 0.000018s : 101: predicate.value_based_eliminate 0.15% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.19% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.350459 85 99.26% : 0.347876s : 48: func_graph_cloner_run.FuncGraphClonerGraph 0.12% : 0.000431s : 7: func_graph_cloner_run.FuncGraphClonerNode 0.61% : 0.002152s : 30: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.970668 108 0.01% : 0.000105s : 1: add_recomputation 0.02% : 0.000379s : 1: auto_monad 0.00% : 0.000047s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.02% : 0.000372s : 1: bootstrap 0.00% : 0.000046s : 1: cconv 0.00% : 0.000015s : 1: convert_after_rewriter 0.00% : 0.000052s : 1: cse_after_recomputation 0.00% : 0.000022s : 1: environ_conv 0.04% : 0.000836s : 1: event_method 0.00% : 0.000017s : 1: execute 0.00% : 0.000016s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 19.23% : 0.379008s : 1: jit_opt_a 0.01% : 0.000295s : 1: jit_opt_after_cconv 0.01% : 0.000104s : 1: jit_opt_b 0.03% : 0.000555s : 1: loop_unroll 0.05% : 0.000911s : 1: mutable_eliminate 0.43% : 0.008480s : 52: opt.transform.jit_opt_a 0.01% : 0.000130s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000065s : 4: opt.transform.jit_opt_b 0.00% : 0.000024s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000029s : 1: opt.transform.mutable_eliminate 0.00% : 0.000058s : 1: opt.transform.opt_after_jit_grad 8.55% : 0.168548s : 2: opt.transform.opt_resolve 0.00% : 0.000088s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000725s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000008s : 1: partial_unused_args_eliminate 0.00% : 0.000008s : 1: pre_auto_parallel 0.00% : 0.000079s : 1: py_interpret_to_execute 0.00% : 0.000023s : 1: py_interpret_to_execute_after_opt_a 0.02% : 0.000437s : 1: remove_dup_value 9.23% : 0.181858s : 3: renormalize.infer 0.34% : 0.006651s : 3: renormalize.specialize 0.00% : 0.000014s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000235s : 1: rewriter_after_opt_a 0.06% : 0.001190s : 1: rewriter_before_opt_a 0.01% : 0.000156s : 1: symbol_engine_optimizer 10.82% : 0.213279s : 1: task_emit 51.03% : 1.005632s : 1: type_inference 0.01% : 0.000132s : 1: validate TotalTime = 0.859565, [33] [bootstrap]: 0.00039427 [type_inference]: 0.667905 [event_method]: 2.013e-05 [auto_monad]: 0.0001934 [graph_reusing]: 7.11999e-06 [pre_auto_parallel]: 3.2e-06 [py_interpret_to_execute]: 0.00043901 [rewriter_before_opt_a]: 8.209e-05 [expand_dump_flag]: 4.84998e-06 [jit_opt_a]: 0.0111679, [2] [Cycle 1]: 0.00607858, [27] [switch_simplify]: 6.137e-05 [loop_unroll]: 2.838e-05 [a_1]: 0.00121141 [with_stream_mark]: 3.832e-05 [recompute_prepare]: 1.75e-05 [updatestate_depend_eliminate]: 7.85e-06 [updatestate_assign_eliminate]: 7.08e-06 [updatestate_loads_eliminate]: 5.81998e-06 [parameter_eliminate]: 2.22001e-06 [specialize_transform]: 1.103e-05 [updatestate_useless_node_eliminater]: 1.516e-05 [accelerated_algorithm]: 1.163e-05 [meta_shard_fg_expand]: 3.77998e-06 [get_grad_eliminate_]: 1.015e-05 [merge_forward]: 6.73e-06 [cell_reuse_recompute_pass]: 2.07999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.502e-05 [j_node_and_user_rematch]: 1.77e-05 [meta_fg_expand]: 3.79002e-06 [replace_old_param]: 1.687e-05 [inline_without_move]: 1.068e-05 [renormalize]: 0.00416309 [add_forward_monad_depend]: 1.343e-05 [auto_monad_grad]: 2.88e-06 [auto_monad_eliminator]: 3.181e-05 [cse]: 4.341e-05 [replace_applicator]: 2.977e-05 [Cycle 2]: 0.00070686, [27] [switch_simplify]: 1.144e-05 [loop_unroll]: 9.34e-06 [a_1]: 0.00029599 [with_stream_mark]: 2.245e-05 [recompute_prepare]: 1.401e-05 [updatestate_depend_eliminate]: 6.58e-06 [updatestate_assign_eliminate]: 5.42001e-06 [updatestate_loads_eliminate]: 5.29e-06 [parameter_eliminate]: 2.23002e-06 [specialize_transform]: 1.195e-05 [updatestate_useless_node_eliminater]: 1.422e-05 [accelerated_algorithm]: 1.116e-05 [meta_shard_fg_expand]: 2.89001e-06 [get_grad_eliminate_]: 9.86998e-06 [merge_forward]: 6.57002e-06 [cell_reuse_recompute_pass]: 3.76001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.08e-05 [j_node_and_user_rematch]: 1.347e-05 [meta_fg_expand]: 4.2e-06 [replace_old_param]: 1.379e-05 [inline_without_move]: 8.70999e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 2.24999e-06 [auto_monad_grad]: 2.21e-06 [auto_monad_eliminator]: 1.551e-05 [cse]: 2.943e-05 [replace_applicator]: 1.264e-05 [py_interpret_to_execute_after_opt_a]: 2.151e-05 [rewriter_after_opt_a]: 0.00060862 [convert_after_rewriter]: 1.769e-05 [order_py_execute_after_rewriter]: 7.23999e-06 [mutable_eliminate]: 0.00099035 [jit_opt_b]: 0.00016051, [1] [Cycle 1]: 0.00014817, [2] [frontend_op_eliminate]: 3.27e-05 [inline_after_opt_a]: 9.617e-05 [cconv]: 4.708e-05 [loop_unroll]: 0.00061585 [jit_opt_after_cconv]: 0.00026262, [1] [Cycle 1]: 0.00025389, [11] [c_1]: 6.483e-05 [parameter_eliminate]: 6.41e-06 [updatestate_depend_eliminate]: 1.378e-05 [updatestate_assign_eliminate]: 6.65002e-06 [updatestate_loads_eliminate]: 5.15999e-06 [cse]: 4.522e-05 [call_graph_tuple_transform]: 2.819e-05 [tuple_list_get_item_eliminator]: 1.079e-05 [none_parameter_eliminate]: 1.77999e-06 [renormalize]: 1.06002e-06 [switch_simplify]: 9.91e-06 [remove_dup_value]: 2.385e-05 [partial_unused_args_eliminate]: 2.61e-06 [environ_conv]: 1.595e-05 [add_recomputation]: 8.624e-05 [cse_after_recomputation]: 3.761e-05, [1] [Cycle 1]: 2.992e-05, [1] [cse]: 2.026e-05 [auto_monad_reorder]: 3.167e-05 [get_jit_bprop_graph]: 2.83e-06 [rewriter_after_jit_bprop_graph]: 1.039e-05 [opt_after_jit_grad]: 0.00070294 [symbol_engine_optimizer]: 0.00011964, [1] [Cycle 1]: 0.00010779, [6] [build]: 8.47998e-06 [elim_shapecalc]: 1.362e-05 [elim_not_effective]: 2.505e-05 [opt_reshape]: 1.205e-05 [fold_const_symbol]: 1.549e-05 [renormalize]: 3.20026e-07 [validate]: 9.525e-05 [backend_pass]: 1.67001e-06 [task_emit]: 0.175128 [execute]: 1.139e-05 Sums bootstrap : 0.000394s : 0.05% type_inference : 0.667905s : 78.19% event_method : 0.000020s : 0.00% auto_monad : 0.000193s : 0.02% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000439s : 0.05% rewriter_before_opt_a : 0.000082s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000073s : 0.01% jit_opt_a.loop_unroll : 0.000038s : 0.00% jit_opt_a.a_1 : 0.001507s : 0.18% jit_opt_a.with_stream_mark : 0.000061s : 0.01% jit_opt_a.recompute_prepare : 0.000032s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000013s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000011s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000023s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000029s : 0.00% jit_opt_a.accelerated_algorithm : 0.000023s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000013s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000046s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000031s : 0.00% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000031s : 0.00% jit_opt_a.inline_without_move : 0.000019s : 0.00% jit_opt_a.renormalize : 0.004163s : 0.49% jit_opt_a.add_forward_monad_depend : 0.000016s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000047s : 0.01% jit_opt_a.cse : 0.000073s : 0.01% jit_opt_a.replace_applicator : 0.000042s : 0.00% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000609s : 0.07% convert_after_rewriter : 0.000018s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000990s : 0.12% jit_opt_b.frontend_op_eliminate : 0.000033s : 0.00% jit_opt_b.inline_after_opt_a : 0.000096s : 0.01% cconv : 0.000047s : 0.01% loop_unroll : 0.000616s : 0.07% jit_opt_after_cconv.c_1 : 0.000065s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000045s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000028s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000011s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.00% remove_dup_value : 0.000024s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000086s : 0.01% cse_after_recomputation.cse : 0.000020s : 0.00% auto_monad_reorder : 0.000032s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000703s : 0.08% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000012s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000095s : 0.01% backend_pass : 0.000002s : 0.00% task_emit : 0.175128s : 20.50% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.000698 45 52.19% : 0.000364s : 2: substitution.depend_value_elim 0.49% : 0.000003s : 4: substitution.elim_not_effective 0.29% : 0.000002s : 4: substitution.fold_const_symbol 1.30% : 0.000009s : 6: substitution.graph_param_transform 37.94% : 0.000265s : 3: substitution.inline 0.83% : 0.000006s : 8: substitution.j_node_and_user_rematch 1.21% : 0.000008s : 8: substitution.remove_not_recompute_node 1.19% : 0.000008s : 2: substitution.replace_old_param 2.52% : 0.000018s : 3: substitution.updatestate_pure_node_eliminater 2.04% : 0.000014s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.667792 2 99.63% : 0.665323s : 1: type_inference.infer 0.37% : 0.002469s : 1: type_inference.specialize ------[replace.] 0.000039 3 100.00% : 0.000039s : 3: replace.inline ------[match.] 0.000262 3 100.00% : 0.000262s : 3: match.inline ------[predicate.] 0.000196 970 1.29% : 0.000003s : 14: predicate.accumulaten_eliminater 1.79% : 0.000004s : 6: predicate.ad_related_special_op_eliminate 1.15% : 0.000002s : 14: predicate.addn_check_dump 1.29% : 0.000003s : 14: predicate.addn_zero_filter 2.44% : 0.000005s : 14: predicate.arithmetic_simplify 1.56% : 0.000003s : 14: predicate.cast_eliminate 0.57% : 0.000001s : 6: predicate.check_bprop_eliminate 1.04% : 0.000002s : 14: predicate.compare_switch_simplify 1.10% : 0.000002s : 14: predicate.depend_value_elim 1.08% : 0.000002s : 14: predicate.dict_get_item_const_eliminator 1.06% : 0.000002s : 14: predicate.dict_get_item_eliminator 1.21% : 0.000002s : 14: predicate.dict_set_item_eliminator 1.01% : 0.000002s : 6: predicate.dumpgradient_eliminate 0.48% : 0.000001s : 6: predicate.elim_not_effective 0.65% : 0.000001s : 6: predicate.elim_shapecalc_of_broadcastargs 1.01% : 0.000002s : 14: predicate.environ_add_const_eliminate 1.18% : 0.000002s : 14: predicate.environ_get_add_eliminate 1.17% : 0.000002s : 14: predicate.environ_get_depend_swap 1.12% : 0.000002s : 14: predicate.environ_get_eliminate 0.96% : 0.000002s : 14: predicate.environ_get_set_eliminate 0.26% : 0.000001s : 6: predicate.fold_const_symbol 1.06% : 0.000002s : 12: predicate.get_grad_eliminate 0.25% : 0.000000s : 6: predicate.graph_param_transform 5.64% : 0.000011s : 29: predicate.inline 1.10% : 0.000002s : 12: predicate.inline_without_move 0.46% : 0.000001s : 12: predicate.j_node_and_user_rematch 1.65% : 0.000003s : 12: predicate.less_batch_normalization 1.06% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.68% : 0.000003s : 20: predicate.load_eliminater 1.60% : 0.000003s : 6: predicate.loop_unroll_after_grad 2.52% : 0.000005s : 30: predicate.loop_unroll_before_grad 2.05% : 0.000004s : 20: predicate.make_slice_get_slice_eliminator 1.14% : 0.000002s : 14: predicate.merge_addn 1.02% : 0.000002s : 14: predicate.minmaximum_grad 2.40% : 0.000005s : 6: predicate.mutable_eliminate 0.55% : 0.000001s : 6: predicate.opt_reshape 2.12% : 0.000004s : 20: predicate.partial_eliminate 1.15% : 0.000002s : 14: predicate.print_const_string_wrapper 1.75% : 0.000003s : 14: predicate.reduce_eliminate 1.52% : 0.000003s : 14: predicate.redundant_stop_gradient_eliminater 0.95% : 0.000002s : 12: predicate.remove_not_recompute_node 1.77% : 0.000003s : 26: predicate.replace_applicator 0.79% : 0.000002s : 12: predicate.replace_old_param 0.50% : 0.000001s : 6: predicate.reset_defer_inline 1.12% : 0.000002s : 14: predicate.reshape_eliminate 1.31% : 0.000003s : 14: predicate.row_tensor_add_zeros_like 1.13% : 0.000002s : 6: predicate.row_tensor_eliminate 1.47% : 0.000003s : 14: predicate.same_eliminate 0.83% : 0.000002s : 12: predicate.set_cell_output_no_recompute 1.12% : 0.000002s : 12: predicate.special_op_eliminate 1.27% : 0.000003s : 12: predicate.specialize_transform 1.42% : 0.000003s : 14: predicate.split_environ_get_set_with_tuple_value 1.15% : 0.000002s : 14: predicate.stack_unstack_eliminate 0.61% : 0.000001s : 6: predicate.switch_call_monad_eliminater 2.64% : 0.000005s : 17: predicate.switch_defer_inline 1.49% : 0.000003s : 17: predicate.switch_layer_defer_inline 5.19% : 0.000010s : 53: predicate.switch_simplify 1.30% : 0.000003s : 14: predicate.tile_eliminate 1.25% : 0.000002s : 14: predicate.transpose_eliminate 1.56% : 0.000003s : 14: predicate.tuple_list_convert_item_index_to_positive 1.28% : 0.000003s : 14: predicate.tuple_list_get_item_depend_reorder 3.86% : 0.000008s : 26: predicate.tuple_list_get_item_eliminator 1.95% : 0.000004s : 14: predicate.tuple_list_set_item_eliminator 1.37% : 0.000003s : 14: predicate.tuple_to_list_eliminator_ 2.00% : 0.000004s : 20: predicate.updatestate_pure_node_eliminater 3.36% : 0.000007s : 32: predicate.updatestate_useless_node_eliminater 2.04% : 0.000004s : 14: predicate.value_based_eliminate 0.40% : 0.000001s : 6: predicate.virtual_view_grad_eliminate 0.72% : 0.000001s : 6: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.104338 31 99.03% : 0.103322s : 26: func_graph_cloner_run.FuncGraphClonerGraph 0.97% : 0.001016s : 5: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.865903 76 0.01% : 0.000090s : 1: add_recomputation 0.02% : 0.000200s : 1: auto_monad 0.00% : 0.000036s : 1: auto_monad_reorder 0.00% : 0.000006s : 1: backend_pass 0.05% : 0.000428s : 1: bootstrap 0.01% : 0.000050s : 1: cconv 0.00% : 0.000021s : 1: convert_after_rewriter 0.00% : 0.000040s : 1: cse_after_recomputation 0.00% : 0.000020s : 1: environ_conv 0.00% : 0.000026s : 1: event_method 0.00% : 0.000018s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 1.29% : 0.011172s : 1: jit_opt_a 0.03% : 0.000268s : 1: jit_opt_after_cconv 0.02% : 0.000165s : 1: jit_opt_b 0.07% : 0.000631s : 1: loop_unroll 0.12% : 0.001006s : 1: mutable_eliminate 0.22% : 0.001870s : 26: opt.transform.jit_opt_a 0.01% : 0.000109s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000118s : 4: opt.transform.jit_opt_b 0.00% : 0.000025s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000034s : 1: opt.transform.mutable_eliminate 0.01% : 0.000046s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000062s : 4: opt.transform.symbol_engine_opt 0.08% : 0.000720s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.05% : 0.000446s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000027s : 1: remove_dup_value 0.35% : 0.002998s : 1: renormalize.infer 0.13% : 0.001149s : 1: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.07% : 0.000619s : 1: rewriter_after_opt_a 0.01% : 0.000087s : 1: rewriter_before_opt_a 0.01% : 0.000123s : 1: symbol_engine_optimizer 20.23% : 0.175150s : 1: task_emit 77.14% : 0.667938s : 1: type_inference 0.01% : 0.000126s : 1: validate TotalTime = 1.72029, [33] [bootstrap]: 0.00074743 [type_inference]: 1.13303 [event_method]: 0.00060117 [auto_monad]: 0.00030386 [graph_reusing]: 1.173e-05 [pre_auto_parallel]: 4.64002e-06 [py_interpret_to_execute]: 6.791e-05 [rewriter_before_opt_a]: 0.00023994 [expand_dump_flag]: 5.91e-06 [jit_opt_a]: 0.397605, [4] [Cycle 1]: 0.382102, [27] [switch_simplify]: 0.00022669 [loop_unroll]: 6.848e-05 [a_1]: 0.00181256 [with_stream_mark]: 4.178e-05 [recompute_prepare]: 2.935e-05 [updatestate_depend_eliminate]: 1.349e-05 [updatestate_assign_eliminate]: 1.083e-05 [updatestate_loads_eliminate]: 1.022e-05 [parameter_eliminate]: 3.85998e-06 [specialize_transform]: 2.14e-05 [updatestate_useless_node_eliminater]: 2.497e-05 [accelerated_algorithm]: 2.097e-05 [meta_shard_fg_expand]: 6.58e-06 [get_grad_eliminate_]: 2.038e-05 [merge_forward]: 1.14e-05 [cell_reuse_recompute_pass]: 1.19e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.073e-05 [j_node_and_user_rematch]: 3.575e-05 [meta_fg_expand]: 0.171216 [replace_old_param]: 0.00016249 [inline_without_move]: 0.00014057 [renormalize]: 0.207104 [add_forward_monad_depend]: 2.47e-05 [auto_monad_grad]: 1.411e-05 [auto_monad_eliminator]: 0.00012679 [cse]: 0.00029158 [replace_applicator]: 0.00026741 [Cycle 2]: 0.00845448, [27] [switch_simplify]: 9.826e-05 [loop_unroll]: 8.97e-05 [a_1]: 0.0040836 [with_stream_mark]: 4.075e-05 [recompute_prepare]: 3.589e-05 [updatestate_depend_eliminate]: 1.354e-05 [updatestate_assign_eliminate]: 1.405e-05 [updatestate_loads_eliminate]: 1.379e-05 [parameter_eliminate]: 4.38001e-06 [specialize_transform]: 2.092e-05 [updatestate_useless_node_eliminater]: 8.272e-05 [accelerated_algorithm]: 1.773e-05 [meta_shard_fg_expand]: 5.66e-06 [get_grad_eliminate_]: 1.439e-05 [merge_forward]: 8.92999e-06 [cell_reuse_recompute_pass]: 1.82001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.179e-05 [j_node_and_user_rematch]: 2.37e-05 [meta_fg_expand]: 0.00017209 [replace_old_param]: 2.555e-05 [inline_without_move]: 1.45e-05 [renormalize]: 0.00314526 [add_forward_monad_depend]: 1.241e-05 [auto_monad_grad]: 3.15002e-06 [auto_monad_eliminator]: 3.773e-05 [cse]: 0.0001404 [replace_applicator]: 4.135e-05 [Cycle 3]: 0.00180772, [27] [switch_simplify]: 1.608e-05 [loop_unroll]: 1.341e-05 [a_1]: 0.00036963 [with_stream_mark]: 2.571e-05 [recompute_prepare]: 1.569e-05 [updatestate_depend_eliminate]: 5.684e-05 [updatestate_assign_eliminate]: 6.35002e-06 [updatestate_loads_eliminate]: 6.41e-06 [parameter_eliminate]: 2.41e-06 [specialize_transform]: 1.342e-05 [updatestate_useless_node_eliminater]: 1.536e-05 [accelerated_algorithm]: 1.318e-05 [meta_shard_fg_expand]: 3.31001e-06 [get_grad_eliminate_]: 1.113e-05 [merge_forward]: 6.93e-06 [cell_reuse_recompute_pass]: 4.24002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.645e-05 [j_node_and_user_rematch]: 1.749e-05 [meta_fg_expand]: 4.55999e-06 [replace_old_param]: 1.533e-05 [inline_without_move]: 1.08e-05 [renormalize]: 0.00087649 [add_forward_monad_depend]: 7.69002e-06 [auto_monad_grad]: 2.94999e-06 [auto_monad_eliminator]: 2.459e-05 [cse]: 3.969e-05 [replace_applicator]: 2.423e-05 [Cycle 4]: 0.00073311, [27] [switch_simplify]: 1.512e-05 [loop_unroll]: 1.248e-05 [a_1]: 0.00028234 [with_stream_mark]: 1.761e-05 [recompute_prepare]: 1.342e-05 [updatestate_depend_eliminate]: 6.39999e-06 [updatestate_assign_eliminate]: 5.47999e-06 [updatestate_loads_eliminate]: 5.17e-06 [parameter_eliminate]: 1.32e-06 [specialize_transform]: 1.178e-05 [updatestate_useless_node_eliminater]: 1.42e-05 [accelerated_algorithm]: 1.201e-05 [meta_shard_fg_expand]: 3.2e-06 [get_grad_eliminate_]: 1.011e-05 [merge_forward]: 7.34002e-06 [cell_reuse_recompute_pass]: 2.19001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.202e-05 [j_node_and_user_rematch]: 1.708e-05 [meta_fg_expand]: 3.9e-06 [replace_old_param]: 1.447e-05 [inline_without_move]: 1.062e-05 [renormalize]: 6.00121e-08 [add_forward_monad_depend]: 2.07999e-06 [auto_monad_grad]: 1.10001e-06 [auto_monad_eliminator]: 1.486e-05 [cse]: 2.727e-05 [replace_applicator]: 1.189e-05 [py_interpret_to_execute_after_opt_a]: 7.248e-05 [rewriter_after_opt_a]: 0.0002271 [convert_after_rewriter]: 1.207e-05 [order_py_execute_after_rewriter]: 8.11002e-06 [mutable_eliminate]: 0.00084152 [jit_opt_b]: 9.302e-05, [1] [Cycle 1]: 8.393e-05, [2] [frontend_op_eliminate]: 3.654e-05 [inline_after_opt_a]: 3.266e-05 [cconv]: 3.686e-05 [loop_unroll]: 0.00047389 [jit_opt_after_cconv]: 0.00026865, [1] [Cycle 1]: 0.00026098, [11] [c_1]: 6.92e-05 [parameter_eliminate]: 4.4e-06 [updatestate_depend_eliminate]: 1.136e-05 [updatestate_assign_eliminate]: 5.89999e-06 [updatestate_loads_eliminate]: 5.74999e-06 [cse]: 4.818e-05 [call_graph_tuple_transform]: 3.188e-05 [tuple_list_get_item_eliminator]: 1.113e-05 [none_parameter_eliminate]: 1.64998e-06 [renormalize]: 8.70001e-07 [switch_simplify]: 1.158e-05 [remove_dup_value]: 6.409e-05 [partial_unused_args_eliminate]: 2.81e-06 [environ_conv]: 1.471e-05 [add_recomputation]: 8.824e-05 [cse_after_recomputation]: 3.486e-05, [1] [Cycle 1]: 2.805e-05, [1] [cse]: 2.059e-05 [auto_monad_reorder]: 3.521e-05 [get_jit_bprop_graph]: 2.31e-06 [rewriter_after_jit_bprop_graph]: 7.14001e-06 [opt_after_jit_grad]: 0.00054456 [symbol_engine_optimizer]: 0.00013113, [1] [Cycle 1]: 0.0001233, [6] [build]: 8.07998e-06 [elim_shapecalc]: 1.736e-05 [elim_not_effective]: 2.773e-05 [opt_reshape]: 1.47e-05 [fold_const_symbol]: 2.197e-05 [renormalize]: 5.3001e-07 [validate]: 8.32e-05 [backend_pass]: 1.47001e-06 [task_emit]: 0.184292 [execute]: 1.056e-05 Sums bootstrap : 0.000747s : 0.04% type_inference : 1.133028s : 66.09% event_method : 0.000601s : 0.04% auto_monad : 0.000304s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000005s : 0.00% py_interpret_to_execute : 0.000068s : 0.00% rewriter_before_opt_a : 0.000240s : 0.01% expand_dump_flag : 0.000006s : 0.00% jit_opt_a.switch_simplify : 0.000356s : 0.02% jit_opt_a.loop_unroll : 0.000184s : 0.01% jit_opt_a.a_1 : 0.006548s : 0.38% jit_opt_a.with_stream_mark : 0.000126s : 0.01% jit_opt_a.recompute_prepare : 0.000094s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000090s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000037s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000036s : 0.00% jit_opt_a.parameter_eliminate : 0.000012s : 0.00% jit_opt_a.specialize_transform : 0.000068s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000137s : 0.01% jit_opt_a.accelerated_algorithm : 0.000064s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000019s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000056s : 0.00% jit_opt_a.merge_forward : 0.000035s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000009s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000121s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000094s : 0.01% jit_opt_a.meta_fg_expand : 0.171396s : 10.00% jit_opt_a.replace_old_param : 0.000218s : 0.01% jit_opt_a.inline_without_move : 0.000176s : 0.01% jit_opt_a.renormalize : 0.211126s : 12.32% jit_opt_a.add_forward_monad_depend : 0.000047s : 0.00% jit_opt_a.auto_monad_grad : 0.000021s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000204s : 0.01% jit_opt_a.cse : 0.000499s : 0.03% jit_opt_a.replace_applicator : 0.000345s : 0.02% py_interpret_to_execute_after_opt_a : 0.000072s : 0.00% rewriter_after_opt_a : 0.000227s : 0.01% convert_after_rewriter : 0.000012s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000842s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000037s : 0.00% jit_opt_b.inline_after_opt_a : 0.000033s : 0.00% cconv : 0.000037s : 0.00% loop_unroll : 0.000474s : 0.03% jit_opt_after_cconv.c_1 : 0.000069s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000048s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000032s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000011s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000012s : 0.00% remove_dup_value : 0.000064s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000015s : 0.00% add_recomputation : 0.000088s : 0.01% cse_after_recomputation.cse : 0.000021s : 0.00% auto_monad_reorder : 0.000035s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000545s : 0.03% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000028s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000015s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000022s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000083s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.184292s : 10.75% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.002743 271 1.44% : 0.000039s : 12: substitution.depend_value_elim 0.13% : 0.000003s : 5: substitution.elim_not_effective 0.14% : 0.000004s : 5: substitution.fold_const_symbol 28.38% : 0.000778s : 4: substitution.getattr_setattr_resolve 0.37% : 0.000010s : 8: substitution.graph_param_transform 50.77% : 0.001392s : 29: substitution.inline 1.80% : 0.000049s : 4: substitution.inline_without_move 0.62% : 0.000017s : 29: substitution.j_node_and_user_rematch 0.84% : 0.000023s : 13: substitution.minmaximum_grad 0.98% : 0.000027s : 14: substitution.partial_eliminate 0.90% : 0.000025s : 29: substitution.remove_not_recompute_node 2.62% : 0.000072s : 16: substitution.replace_applicator 0.80% : 0.000022s : 17: substitution.replace_old_param 0.25% : 0.000007s : 2: substitution.set_cell_output_no_recompute 0.52% : 0.000014s : 3: substitution.switch_simplify 1.57% : 0.000043s : 13: substitution.tuple_list_convert_item_index_to_positive 1.23% : 0.000034s : 13: substitution.tuple_list_get_item_depend_reorder 3.60% : 0.000099s : 30: substitution.tuple_list_get_item_eliminator 0.88% : 0.000024s : 9: substitution.updatestate_pure_node_eliminater 2.19% : 0.000060s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 1.132882 2 99.61% : 1.128433s : 1: type_inference.infer 0.39% : 0.004449s : 1: type_inference.specialize ------[replace.] 0.000856 54 7.53% : 0.000064s : 3: replace.getattr_setattr_resolve 48.97% : 0.000419s : 29: replace.inline 7.32% : 0.000063s : 1: replace.replace_applicator 8.83% : 0.000076s : 3: replace.switch_simplify 22.82% : 0.000195s : 17: replace.tuple_list_get_item_eliminator 4.53% : 0.000039s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002185 54 33.34% : 0.000729s : 3: match.getattr_setattr_resolve 62.77% : 0.001372s : 29: match.inline 0.77% : 0.000017s : 1: match.replace_applicator 0.56% : 0.000012s : 3: match.switch_simplify 1.92% : 0.000042s : 17: match.tuple_list_get_item_eliminator 0.64% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000924 6056 1.55% : 0.000014s : 101: predicate.accumulaten_eliminater 0.29% : 0.000003s : 8: predicate.ad_related_special_op_eliminate 1.40% : 0.000013s : 101: predicate.addn_check_dump 1.53% : 0.000014s : 101: predicate.addn_zero_filter 2.26% : 0.000021s : 101: predicate.arithmetic_simplify 1.46% : 0.000013s : 101: predicate.cast_eliminate 0.14% : 0.000001s : 8: predicate.check_bprop_eliminate 1.37% : 0.000013s : 101: predicate.compare_switch_simplify 1.54% : 0.000014s : 101: predicate.depend_value_elim 1.39% : 0.000013s : 101: predicate.dict_get_item_const_eliminator 1.58% : 0.000015s : 101: predicate.dict_get_item_eliminator 1.46% : 0.000013s : 101: predicate.dict_set_item_eliminator 0.26% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 8: predicate.elim_not_effective 0.17% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.41% : 0.000013s : 101: predicate.environ_add_const_eliminate 1.35% : 0.000012s : 101: predicate.environ_get_add_eliminate 1.38% : 0.000013s : 101: predicate.environ_get_depend_swap 1.45% : 0.000013s : 101: predicate.environ_get_eliminate 1.40% : 0.000013s : 101: predicate.environ_get_set_eliminate 0.07% : 0.000001s : 8: predicate.fold_const_symbol 0.79% : 0.000007s : 44: predicate.get_grad_eliminate 0.81% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000001s : 8: predicate.graph_param_transform 4.61% : 0.000043s : 163: predicate.inline 1.99% : 0.000018s : 105: predicate.inline_without_move 0.37% : 0.000003s : 44: predicate.j_node_and_user_rematch 1.01% : 0.000009s : 44: predicate.less_batch_normalization 1.84% : 0.000017s : 118: predicate.list_to_tuple_eliminator_ 1.87% : 0.000017s : 126: predicate.load_eliminater 0.33% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.88% : 0.000027s : 187: predicate.loop_unroll_before_grad 1.74% : 0.000016s : 109: predicate.make_slice_get_slice_eliminator 1.37% : 0.000013s : 101: predicate.merge_addn 1.42% : 0.000013s : 101: predicate.minmaximum_grad 0.44% : 0.000004s : 8: predicate.mutable_eliminate 0.19% : 0.000002s : 8: predicate.opt_reshape 2.53% : 0.000023s : 126: predicate.partial_eliminate 1.59% : 0.000015s : 101: predicate.print_const_string_wrapper 2.02% : 0.000019s : 101: predicate.reduce_eliminate 1.73% : 0.000016s : 118: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000004s : 44: predicate.remove_not_recompute_node 2.86% : 0.000026s : 243: predicate.replace_applicator 1.07% : 0.000010s : 105: predicate.replace_old_param 0.13% : 0.000001s : 8: predicate.reset_defer_inline 1.48% : 0.000014s : 101: predicate.reshape_eliminate 1.45% : 0.000013s : 101: predicate.row_tensor_add_zeros_like 0.19% : 0.000002s : 8: predicate.row_tensor_eliminate 1.59% : 0.000015s : 101: predicate.same_eliminate 0.56% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.28% : 0.000003s : 16: predicate.special_op_eliminate 0.91% : 0.000008s : 50: predicate.specialize_transform 1.78% : 0.000016s : 101: predicate.split_environ_get_set_with_tuple_value 1.51% : 0.000014s : 101: predicate.stack_unstack_eliminate 0.17% : 0.000002s : 8: predicate.switch_call_monad_eliminater 3.15% : 0.000029s : 147: predicate.switch_defer_inline 2.58% : 0.000024s : 147: predicate.switch_layer_defer_inline 5.87% : 0.000054s : 348: predicate.switch_simplify 1.55% : 0.000014s : 101: predicate.tile_eliminate 1.52% : 0.000014s : 101: predicate.transpose_eliminate 1.85% : 0.000017s : 101: predicate.tuple_list_convert_item_index_to_positive 1.70% : 0.000016s : 101: predicate.tuple_list_get_item_depend_reorder 3.36% : 0.000031s : 134: predicate.tuple_list_get_item_eliminator 1.82% : 0.000017s : 101: predicate.tuple_list_set_item_eliminator 1.82% : 0.000017s : 118: predicate.tuple_to_list_eliminator_ 2.02% : 0.000019s : 126: predicate.updatestate_pure_node_eliminater 2.95% : 0.000027s : 172: predicate.updatestate_useless_node_eliminater 1.91% : 0.000018s : 101: predicate.value_based_eliminate 0.13% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.19% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.009127 91 72.85% : 0.006649s : 54: func_graph_cloner_run.FuncGraphClonerGraph 4.25% : 0.000388s : 7: func_graph_cloner_run.FuncGraphClonerNode 22.90% : 0.002090s : 30: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.940926 108 0.00% : 0.000092s : 1: add_recomputation 0.02% : 0.000314s : 1: auto_monad 0.00% : 0.000038s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: backend_pass 0.04% : 0.000780s : 1: bootstrap 0.00% : 0.000040s : 1: cconv 0.00% : 0.000015s : 1: convert_after_rewriter 0.00% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000017s : 1: environ_conv 0.03% : 0.000613s : 1: event_method 0.00% : 0.000017s : 1: execute 0.00% : 0.000010s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 20.49% : 0.397610s : 1: jit_opt_a 0.01% : 0.000272s : 1: jit_opt_after_cconv 0.00% : 0.000096s : 1: jit_opt_b 0.02% : 0.000483s : 1: loop_unroll 0.04% : 0.000856s : 1: mutable_eliminate 0.43% : 0.008368s : 52: opt.transform.jit_opt_a 0.01% : 0.000120s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000061s : 4: opt.transform.jit_opt_b 0.00% : 0.000022s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000028s : 1: opt.transform.mutable_eliminate 0.00% : 0.000044s : 1: opt.transform.opt_after_jit_grad 0.05% : 0.000916s : 2: opt.transform.opt_resolve 0.00% : 0.000076s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000556s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.00% : 0.000072s : 1: py_interpret_to_execute 0.00% : 0.000079s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000068s : 1: remove_dup_value 10.57% : 0.205220s : 3: renormalize.infer 0.30% : 0.005856s : 3: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000233s : 1: rewriter_after_opt_a 0.01% : 0.000247s : 1: rewriter_before_opt_a 0.01% : 0.000134s : 1: symbol_engine_optimizer 9.50% : 0.184311s : 1: task_emit 58.38% : 1.133058s : 1: type_inference 0.01% : 0.000112s : 1: validate . [hook] pytest_runtest_teardown:test_permute_dynamic_shape_advanced[True-KBK] tests/st/mint/test_permute.py::test_permute_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 256.61s (0:04:16) ==================