==================================================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_008/sault/config/pytest.ini plugins: mock-3.14.0, hydra-core-1.3.2, forked-1.6.0, anyio-4.9.0, xdist-1.32.0 collected 2 items test_reshape.py . [hook] pytest_runtest_teardown:test_reshape_infer_dimension[pynative] tests/st/mint/test_reshape.py::test_reshape_infer_dimension[pynative],max_mem:2.0M [WARNING] PARSER(169678,ffffaf6baf30,python3.9):2026-01-29-17:43:49.803.033 [mindspore/ccsrc/frontend/jit/ps/parse/data_converter.cc:661] CheckAPI] The mint interface reshape was called, and the operators under this interface have different view capabilities on pynative and graph mode. Use this interface with caution in graph mode, as it may produce unexpected results. For more information, please refer to: https://www.mindspore.cn/docs/en/master/features/view.html TotalTime = 11.5805, [33] [bootstrap]: 0.00059858 [type_inference]: 0.746404 [event_method]: 2.173e-05 [auto_monad]: 0.00011851 [graph_reusing]: 6.15002e-06 [pre_auto_parallel]: 1.24e-05 [py_interpret_to_execute]: 0.0003289 [rewriter_before_opt_a]: 0.00010336 [expand_dump_flag]: 3.65e-06 [jit_opt_a]: 0.10761, [2] [Cycle 1]: 0.00355767, [27] [switch_simplify]: 7.833e-05 [loop_unroll]: 3.543e-05 [a_1]: 0.00064471 [with_stream_mark]: 3.128e-05 [recompute_prepare]: 1.043e-05 [updatestate_depend_eliminate]: 4.77e-06 [updatestate_assign_eliminate]: 3.33e-06 [updatestate_loads_eliminate]: 3.21001e-06 [parameter_eliminate]: 2.04e-06 [specialize_transform]: 8.03001e-06 [updatestate_useless_node_eliminater]: 6.82002e-06 [accelerated_algorithm]: 7.48999e-06 [meta_shard_fg_expand]: 2.71e-06 [get_grad_eliminate_]: 6.83e-06 [merge_forward]: 4.13999e-06 [cell_reuse_recompute_pass]: 1.33002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.99e-05 [j_node_and_user_rematch]: 1.152e-05 [meta_fg_expand]: 2.99999e-06 [replace_old_param]: 1.161e-05 [inline_without_move]: 7.16999e-06 [renormalize]: 0.00234866 [add_forward_monad_depend]: 1.224e-05 [auto_monad_grad]: 2.68e-06 [auto_monad_eliminator]: 1.799e-05 [cse]: 3.259e-05 [replace_applicator]: 1.606e-05 [Cycle 2]: 0.00041622, [27] [switch_simplify]: 7.98999e-06 [loop_unroll]: 6.71e-06 [a_1]: 0.00014662 [with_stream_mark]: 1.307e-05 [recompute_prepare]: 6.94999e-06 [updatestate_depend_eliminate]: 3.53e-06 [updatestate_assign_eliminate]: 2.85002e-06 [updatestate_loads_eliminate]: 2.22999e-06 [parameter_eliminate]: 1.27e-06 [specialize_transform]: 6.48e-06 [updatestate_useless_node_eliminater]: 6.32001e-06 [accelerated_algorithm]: 6.66e-06 [meta_shard_fg_expand]: 1.56998e-06 [get_grad_eliminate_]: 5.94e-06 [merge_forward]: 3.81999e-06 [cell_reuse_recompute_pass]: 1.96e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.372e-05 [j_node_and_user_rematch]: 9.92999e-06 [meta_fg_expand]: 2.07001e-06 [replace_old_param]: 8.77999e-06 [inline_without_move]: 5.91e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.29e-06 [auto_monad_grad]: 8.50006e-07 [auto_monad_eliminator]: 5.94e-06 [cse]: 1.389e-05 [replace_applicator]: 7.08998e-06 [py_interpret_to_execute_after_opt_a]: 1.245e-05 [rewriter_after_opt_a]: 5.468e-05 [convert_after_rewriter]: 2.036e-05 [order_py_execute_after_rewriter]: 5.56e-06 [mutable_eliminate]: 0.00066085 [jit_opt_b]: 6.191e-05, [1] [Cycle 1]: 5.421e-05, [2] [frontend_op_eliminate]: 2.128e-05 [inline_after_opt_a]: 1.955e-05 [cconv]: 2.819e-05 [loop_unroll]: 0.00049064 [jit_opt_after_cconv]: 0.00017408, [1] [Cycle 1]: 0.00016738, [11] [c_1]: 2.802e-05 [parameter_eliminate]: 2.78998e-06 [updatestate_depend_eliminate]: 6.75002e-06 [updatestate_assign_eliminate]: 2.93e-06 [updatestate_loads_eliminate]: 2.84999e-06 [cse]: 2.51e-05 [call_graph_tuple_transform]: 2.477e-05 [tuple_list_get_item_eliminator]: 7.4e-06 [none_parameter_eliminate]: 1.52001e-06 [renormalize]: 6.09987e-07 [switch_simplify]: 8.35001e-06 [remove_dup_value]: 1.685e-05 [partial_unused_args_eliminate]: 2.43998e-06 [environ_conv]: 1.984e-05 [add_recomputation]: 5.653e-05 [cse_after_recomputation]: 2.554e-05, [1] [Cycle 1]: 1.949e-05, [1] [cse]: 1.308e-05 [auto_monad_reorder]: 2.248e-05 [get_jit_bprop_graph]: 2.62001e-06 [rewriter_after_jit_bprop_graph]: 0.00018895 [opt_after_jit_grad]: 0.00052735 [symbol_engine_optimizer]: 8.899e-05, [1] [Cycle 1]: 8.218e-05, [6] [build]: 4.22e-06 [elim_shapecalc]: 9.92999e-06 [elim_not_effective]: 1.557e-05 [opt_reshape]: 1.054e-05 [fold_const_symbol]: 1.088e-05 [renormalize]: 3.19997e-07 [validate]: 8.268e-05 [backend_pass]: 1.09003e-06 [task_emit]: 10.7224 [execute]: 1.149e-05 Sums bootstrap : 0.000599s : 0.01% type_inference : 0.746404s : 6.50% event_method : 0.000022s : 0.00% auto_monad : 0.000119s : 0.00% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000012s : 0.00% py_interpret_to_execute : 0.000329s : 0.00% rewriter_before_opt_a : 0.000103s : 0.00% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000086s : 0.00% jit_opt_a.loop_unroll : 0.000042s : 0.00% jit_opt_a.a_1 : 0.000791s : 0.01% jit_opt_a.with_stream_mark : 0.000044s : 0.00% jit_opt_a.recompute_prepare : 0.000017s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000015s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000004s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000034s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000021s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000020s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.002349s : 0.02% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000024s : 0.00% jit_opt_a.cse : 0.000046s : 0.00% jit_opt_a.replace_applicator : 0.000023s : 0.00% py_interpret_to_execute_after_opt_a : 0.000012s : 0.00% rewriter_after_opt_a : 0.000055s : 0.00% convert_after_rewriter : 0.000020s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000661s : 0.01% jit_opt_b.frontend_op_eliminate : 0.000021s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000028s : 0.00% loop_unroll : 0.000491s : 0.00% jit_opt_after_cconv.c_1 : 0.000028s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000025s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000008s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000020s : 0.00% add_recomputation : 0.000057s : 0.00% cse_after_recomputation.cse : 0.000013s : 0.00% auto_monad_reorder : 0.000022s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000189s : 0.00% opt_after_jit_grad : 0.000527s : 0.00% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000083s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 10.722401s : 93.43% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.000246 28 1.00% : 0.000002s : 2: substitution.elim_not_effective 0.67% : 0.000002s : 2: substitution.fold_const_symbol 2.46% : 0.000006s : 4: substitution.graph_param_transform 77.76% : 0.000192s : 5: substitution.inline 1.65% : 0.000004s : 4: substitution.j_node_and_user_rematch 0.52% : 0.000001s : 1: substitution.opt_reshape 2.05% : 0.000005s : 4: substitution.remove_not_recompute_node 2.09% : 0.000005s : 2: substitution.replace_old_param 8.59% : 0.000021s : 3: substitution.reshape_eliminate 3.22% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.746311 2 99.73% : 0.744279s : 1: type_inference.infer 0.27% : 0.002032s : 1: type_inference.specialize ------[replace.] 0.000062 6 85.33% : 0.000053s : 5: replace.inline 14.67% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000196 6 96.31% : 0.000189s : 5: match.inline 3.69% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000154 867 1.24% : 0.000002s : 13: predicate.accumulaten_eliminater 1.15% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.24% : 0.000002s : 13: predicate.addn_check_dump 1.53% : 0.000002s : 13: predicate.addn_zero_filter 2.04% : 0.000003s : 13: predicate.arithmetic_simplify 1.41% : 0.000002s : 13: predicate.cast_eliminate 0.43% : 0.000001s : 4: predicate.check_bprop_eliminate 1.20% : 0.000002s : 13: predicate.compare_switch_simplify 1.26% : 0.000002s : 13: predicate.depend_value_elim 1.10% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.23% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.20% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.81% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.36% : 0.000001s : 4: predicate.elim_not_effective 0.62% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.46% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.15% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.18% : 0.000002s : 13: predicate.environ_get_depend_swap 1.38% : 0.000002s : 13: predicate.environ_get_eliminate 1.20% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.30% : 0.000000s : 4: predicate.fold_const_symbol 0.94% : 0.000001s : 8: predicate.get_grad_eliminate 0.34% : 0.000001s : 4: predicate.graph_param_transform 5.10% : 0.000008s : 27: predicate.inline 0.85% : 0.000001s : 8: predicate.inline_without_move 0.43% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.17% : 0.000002s : 8: predicate.less_batch_normalization 1.63% : 0.000003s : 14: predicate.list_to_tuple_eliminator_ 1.72% : 0.000003s : 18: predicate.load_eliminater 1.17% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.83% : 0.000006s : 37: predicate.loop_unroll_before_grad 2.15% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.22% : 0.000002s : 13: predicate.merge_addn 1.22% : 0.000002s : 13: predicate.minmaximum_grad 1.81% : 0.000003s : 4: predicate.mutable_eliminate 0.76% : 0.000001s : 4: predicate.opt_reshape 2.03% : 0.000003s : 18: predicate.partial_eliminate 1.20% : 0.000002s : 13: predicate.print_const_string_wrapper 1.99% : 0.000003s : 13: predicate.reduce_eliminate 1.69% : 0.000003s : 14: predicate.redundant_stop_gradient_eliminater 0.53% : 0.000001s : 8: predicate.remove_not_recompute_node 1.84% : 0.000003s : 22: predicate.replace_applicator 0.60% : 0.000001s : 8: predicate.replace_old_param 0.38% : 0.000001s : 4: predicate.reset_defer_inline 1.75% : 0.000003s : 13: predicate.reshape_eliminate 1.26% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.76% : 0.000001s : 4: predicate.row_tensor_eliminate 1.31% : 0.000002s : 13: predicate.same_eliminate 0.60% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.02% : 0.000002s : 8: predicate.special_op_eliminate 0.89% : 0.000001s : 8: predicate.specialize_transform 1.74% : 0.000003s : 13: predicate.split_environ_get_set_with_tuple_value 1.20% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.43% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.15% : 0.000003s : 19: predicate.switch_defer_inline 2.13% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.36% : 0.000011s : 60: predicate.switch_simplify 1.24% : 0.000002s : 13: predicate.tile_eliminate 1.38% : 0.000002s : 13: predicate.transpose_eliminate 1.66% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.29% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.45% : 0.000005s : 22: predicate.tuple_list_get_item_eliminator 1.71% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.42% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.70% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.84% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.66% : 0.000003s : 13: predicate.value_based_eliminate 0.37% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.60% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002493 23 71.87% : 0.001792s : 16: func_graph_cloner_run.FuncGraphClonerGraph 28.13% : 0.000701s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 11.583981 76 0.00% : 0.000059s : 1: add_recomputation 0.00% : 0.000123s : 1: auto_monad 0.00% : 0.000025s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.01% : 0.000621s : 1: bootstrap 0.00% : 0.000031s : 1: cconv 0.00% : 0.000023s : 1: convert_after_rewriter 0.00% : 0.000028s : 1: cse_after_recomputation 0.00% : 0.000022s : 1: environ_conv 0.00% : 0.000027s : 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% : 0.000009s : 1: graph_reusing 0.93% : 0.107613s : 1: jit_opt_a 0.00% : 0.000177s : 1: jit_opt_after_cconv 0.00% : 0.000065s : 1: jit_opt_b 0.00% : 0.000498s : 1: loop_unroll 0.01% : 0.000669s : 1: mutable_eliminate 0.01% : 0.001058s : 26: opt.transform.jit_opt_a 0.00% : 0.000064s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000033s : 4: opt.transform.jit_opt_b 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000016s : 1: opt.transform.mutable_eliminate 0.00% : 0.000027s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000043s : 4: opt.transform.symbol_engine_opt 0.00% : 0.000536s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000015s : 1: pre_auto_parallel 0.00% : 0.000337s : 1: py_interpret_to_execute 0.00% : 0.000015s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.01% : 0.001597s : 1: renormalize.infer 0.01% : 0.000742s : 1: renormalize.specialize 0.00% : 0.000193s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000058s : 1: rewriter_after_opt_a 0.00% : 0.000108s : 1: rewriter_before_opt_a 0.00% : 0.000092s : 1: symbol_engine_optimizer 92.56% : 10.722445s : 1: task_emit 6.44% : 0.746426s : 1: type_inference 0.00% : 0.000107s : 1: validate TotalTime = 7.6312, [33] [bootstrap]: 0.0501864 [type_inference]: 5.32281 [event_method]: 0.00057362 [auto_monad]: 0.00017278 [graph_reusing]: 1.017e-05 [pre_auto_parallel]: 4.05998e-06 [py_interpret_to_execute]: 9.881e-05 [rewriter_before_opt_a]: 0.00020103 [expand_dump_flag]: 4.95001e-06 [jit_opt_a]: 1.53357, [2] [Cycle 1]: 0.82158, [27] [switch_simplify]: 0.00026255 [loop_unroll]: 8.464e-05 [a_1]: 0.00154277 [with_stream_mark]: 3.755e-05 [recompute_prepare]: 2.436e-05 [updatestate_depend_eliminate]: 9.59e-06 [updatestate_assign_eliminate]: 7.41001e-06 [updatestate_loads_eliminate]: 7.16001e-06 [parameter_eliminate]: 2.84999e-06 [specialize_transform]: 1.784e-05 [updatestate_useless_node_eliminater]: 1.573e-05 [accelerated_algorithm]: 1.688e-05 [meta_shard_fg_expand]: 5.27001e-06 [get_grad_eliminate_]: 1.61e-05 [merge_forward]: 9.56e-06 [cell_reuse_recompute_pass]: 1.25001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.133e-05 [j_node_and_user_rematch]: 2.774e-05 [meta_fg_expand]: 0.00758919 [replace_old_param]: 8.576e-05 [inline_without_move]: 0.00011014 [renormalize]: 0.811312 [add_forward_monad_depend]: 1.537e-05 [auto_monad_grad]: 2.76e-06 [auto_monad_eliminator]: 1.522e-05 [cse]: 2.141e-05 [replace_applicator]: 2.226e-05 [Cycle 2]: 0.00054788, [27] [switch_simplify]: 5.87001e-06 [loop_unroll]: 4.95999e-06 [a_1]: 9.525e-05 [with_stream_mark]: 1.605e-05 [recompute_prepare]: 5.70001e-06 [updatestate_depend_eliminate]: 3.24001e-06 [updatestate_assign_eliminate]: 2.71999e-06 [updatestate_loads_eliminate]: 2.39001e-06 [parameter_eliminate]: 2.20002e-06 [specialize_transform]: 4.63999e-06 [updatestate_useless_node_eliminater]: 4.18999e-06 [accelerated_algorithm]: 4.49998e-06 [meta_shard_fg_expand]: 2.52001e-06 [get_grad_eliminate_]: 3.95998e-06 [merge_forward]: 3.51001e-06 [cell_reuse_recompute_pass]: 3.55e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.833e-05 [j_node_and_user_rematch]: 7.92e-06 [meta_fg_expand]: 0.0001752 [replace_old_param]: 7.52002e-06 [inline_without_move]: 4.90001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.26e-06 [auto_monad_grad]: 1.08001e-06 [auto_monad_eliminator]: 6.50002e-06 [cse]: 1.481e-05 [replace_applicator]: 4.48999e-06 [py_interpret_to_execute_after_opt_a]: 1.324e-05 [rewriter_after_opt_a]: 0.00038299 [convert_after_rewriter]: 1.187e-05 [order_py_execute_after_rewriter]: 5.54e-06 [mutable_eliminate]: 0.00073537 [jit_opt_b]: 5.091e-05, [1] [Cycle 1]: 4.275e-05, [2] [frontend_op_eliminate]: 1.393e-05 [inline_after_opt_a]: 1.552e-05 [cconv]: 2.832e-05 [loop_unroll]: 0.00053981 [jit_opt_after_cconv]: 0.00014398, [1] [Cycle 1]: 0.00013655, [11] [c_1]: 1.622e-05 [parameter_eliminate]: 3.18e-06 [updatestate_depend_eliminate]: 6.12999e-06 [updatestate_assign_eliminate]: 2.12999e-06 [updatestate_loads_eliminate]: 2.02999e-06 [cse]: 2.081e-05 [call_graph_tuple_transform]: 1.808e-05 [tuple_list_get_item_eliminator]: 4.89998e-06 [none_parameter_eliminate]: 1.69998e-06 [renormalize]: 7.10017e-07 [switch_simplify]: 4.56002e-06 [remove_dup_value]: 1.499e-05 [partial_unused_args_eliminate]: 2.22001e-06 [environ_conv]: 5.34e-06 [add_recomputation]: 3.623e-05 [cse_after_recomputation]: 2.219e-05, [1] [Cycle 1]: 1.633e-05, [1] [cse]: 8.69e-06 [auto_monad_reorder]: 1.481e-05 [get_jit_bprop_graph]: 2.07001e-06 [rewriter_after_jit_bprop_graph]: 4.99e-06 [opt_after_jit_grad]: 0.720985 [symbol_engine_optimizer]: 9.534e-05, [1] [Cycle 1]: 8.448e-05, [6] [build]: 8.23001e-06 [elim_shapecalc]: 8.94e-06 [elim_not_effective]: 2.04e-05 [opt_reshape]: 5.49e-06 [fold_const_symbol]: 7.9e-06 [renormalize]: 8.09989e-07 [validate]: 5.802e-05 [backend_pass]: 1.25999e-06 [task_emit]: 3.244e-05 [execute]: 1.34e-06 Sums bootstrap : 0.050186s : 0.73% type_inference : 5.322814s : 76.93% event_method : 0.000574s : 0.01% auto_monad : 0.000173s : 0.00% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000099s : 0.00% rewriter_before_opt_a : 0.000201s : 0.00% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000268s : 0.00% jit_opt_a.loop_unroll : 0.000090s : 0.00% jit_opt_a.a_1 : 0.001638s : 0.02% jit_opt_a.with_stream_mark : 0.000054s : 0.00% jit_opt_a.recompute_prepare : 0.000030s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000020s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 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 : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000050s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000036s : 0.00% jit_opt_a.meta_fg_expand : 0.007764s : 0.11% jit_opt_a.replace_old_param : 0.000093s : 0.00% jit_opt_a.inline_without_move : 0.000115s : 0.00% jit_opt_a.renormalize : 0.811312s : 11.73% jit_opt_a.add_forward_monad_depend : 0.000018s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000022s : 0.00% jit_opt_a.cse : 0.000036s : 0.00% jit_opt_a.replace_applicator : 0.000027s : 0.00% py_interpret_to_execute_after_opt_a : 0.000013s : 0.00% rewriter_after_opt_a : 0.000383s : 0.01% convert_after_rewriter : 0.000012s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000735s : 0.01% jit_opt_b.frontend_op_eliminate : 0.000014s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000028s : 0.00% loop_unroll : 0.000540s : 0.01% jit_opt_after_cconv.c_1 : 0.000016s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000021s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000018s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000015s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000005s : 0.00% add_recomputation : 0.000036s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.720985s : 10.42% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000058s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.000032s : 0.00% execute : 0.000001s : 0.00% Time group info: ------[substitution.] 0.000462 69 0.52% : 0.000002s : 1: substitution.elim_not_effective 0.27% : 0.000001s : 1: substitution.fold_const_symbol 1.18% : 0.000005s : 1: substitution.graph_param_transform 70.64% : 0.000326s : 14: substitution.inline 5.41% : 0.000025s : 2: substitution.inline_without_move 1.65% : 0.000008s : 9: substitution.j_node_and_user_rematch 0.98% : 0.000005s : 2: substitution.minmaximum_grad 1.89% : 0.000009s : 9: substitution.partial_eliminate 1.73% : 0.000008s : 9: substitution.remove_not_recompute_node 0.60% : 0.000003s : 1: substitution.replace_applicator 1.77% : 0.000008s : 7: substitution.replace_old_param 2.48% : 0.000011s : 2: substitution.reshape_eliminate 0.69% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.70% : 0.000017s : 3: substitution.switch_simplify 1.86% : 0.000009s : 2: substitution.tuple_list_convert_item_index_to_positive 1.30% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 3.34% : 0.000015s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 5.322661 2 99.92% : 5.318656s : 1: type_inference.infer 0.08% : 0.004005s : 1: type_inference.specialize ------[replace.] 0.000197 18 52.75% : 0.000104s : 14: replace.inline 42.57% : 0.000084s : 3: replace.switch_simplify 4.68% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000337 18 94.56% : 0.000319s : 14: match.inline 4.51% : 0.000015s : 3: match.switch_simplify 0.93% : 0.000003s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000354 1710 1.11% : 0.000004s : 29: predicate.accumulaten_eliminater 1.12% : 0.000004s : 1: predicate.ad_related_special_op_eliminate 1.22% : 0.000004s : 29: predicate.addn_check_dump 1.29% : 0.000005s : 29: predicate.addn_zero_filter 1.71% : 0.000006s : 29: predicate.arithmetic_simplify 1.25% : 0.000004s : 29: predicate.cast_eliminate 0.08% : 0.000000s : 1: predicate.check_bprop_eliminate 1.15% : 0.000004s : 29: predicate.compare_switch_simplify 1.16% : 0.000004s : 29: predicate.depend_value_elim 1.13% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.22% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.11% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.88% : 0.000003s : 1: predicate.dumpgradient_eliminate 0.18% : 0.000001s : 1: predicate.elim_not_effective 0.25% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 9.13% : 0.000032s : 29: predicate.environ_add_const_eliminate 1.12% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.19% : 0.000004s : 29: predicate.environ_get_depend_swap 1.22% : 0.000004s : 29: predicate.environ_get_eliminate 1.17% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.05% : 0.000000s : 1: predicate.fold_const_symbol 0.73% : 0.000003s : 14: predicate.get_grad_eliminate 0.03% : 0.000000s : 1: predicate.graph_param_transform 3.61% : 0.000013s : 46: predicate.inline 11.65% : 0.000041s : 38: predicate.inline_without_move 0.32% : 0.000001s : 14: predicate.j_node_and_user_rematch 0.90% : 0.000003s : 14: predicate.less_batch_normalization 1.22% : 0.000004s : 30: predicate.list_to_tuple_eliminator_ 1.44% : 0.000005s : 31: predicate.load_eliminater 0.49% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.35% : 0.000012s : 78: predicate.loop_unroll_before_grad 1.37% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.08% : 0.000004s : 29: predicate.merge_addn 1.13% : 0.000004s : 29: predicate.minmaximum_grad 0.43% : 0.000002s : 1: predicate.mutable_eliminate 0.14% : 0.000001s : 1: predicate.opt_reshape 1.65% : 0.000006s : 31: predicate.partial_eliminate 1.16% : 0.000004s : 29: predicate.print_const_string_wrapper 1.52% : 0.000005s : 29: predicate.reduce_eliminate 1.29% : 0.000005s : 30: predicate.redundant_stop_gradient_eliminater 0.42% : 0.000001s : 14: predicate.remove_not_recompute_node 1.26% : 0.000004s : 32: predicate.replace_applicator 1.28% : 0.000005s : 38: predicate.replace_old_param 0.10% : 0.000000s : 1: predicate.reset_defer_inline 1.41% : 0.000005s : 29: predicate.reshape_eliminate 1.26% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.25% : 0.000001s : 1: predicate.row_tensor_eliminate 1.19% : 0.000004s : 29: predicate.same_eliminate 0.41% : 0.000001s : 14: predicate.set_cell_output_no_recompute 0.37% : 0.000001s : 2: predicate.special_op_eliminate 0.67% : 0.000002s : 14: predicate.specialize_transform 1.36% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.24% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.16% : 0.000008s : 44: predicate.switch_defer_inline 2.08% : 0.000007s : 44: predicate.switch_layer_defer_inline 6.46% : 0.000023s : 129: predicate.switch_simplify 1.13% : 0.000004s : 29: predicate.tile_eliminate 1.21% : 0.000004s : 29: predicate.transpose_eliminate 1.53% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.49% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 2.57% : 0.000009s : 32: predicate.tuple_list_get_item_eliminator 1.47% : 0.000005s : 29: predicate.tuple_list_set_item_eliminator 1.21% : 0.000004s : 30: predicate.tuple_to_list_eliminator_ 1.25% : 0.000004s : 31: predicate.updatestate_pure_node_eliminater 2.12% : 0.000008s : 45: predicate.updatestate_useless_node_eliminater 1.48% : 0.000005s : 29: predicate.value_based_eliminate 0.08% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.14% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.010473 47 92.91% : 0.009731s : 30: func_graph_cloner_run.FuncGraphClonerGraph 7.09% : 0.000743s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 8.444992 76 0.00% : 0.000039s : 1: add_recomputation 0.00% : 0.000179s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: backend_pass 0.59% : 0.050217s : 1: bootstrap 0.00% : 0.000031s : 1: cconv 0.00% : 0.000015s : 1: convert_after_rewriter 0.00% : 0.000024s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000588s : 1: event_method 0.00% : 0.000003s : 1: execute 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 18.16% : 1.533572s : 1: jit_opt_a 0.00% : 0.000147s : 1: jit_opt_after_cconv 0.00% : 0.000054s : 1: jit_opt_b 0.01% : 0.000549s : 1: loop_unroll 0.01% : 0.000744s : 1: mutable_eliminate 0.03% : 0.002385s : 26: opt.transform.jit_opt_a 0.00% : 0.000039s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.00% : 0.000042s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000038s : 4: opt.transform.symbol_engine_opt 8.54% : 0.721002s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000104s : 1: py_interpret_to_execute 0.00% : 0.000016s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 9.60% : 0.810518s : 1: renormalize.infer 0.01% : 0.000780s : 1: renormalize.specialize 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000389s : 1: rewriter_after_opt_a 0.00% : 0.000206s : 1: rewriter_before_opt_a 0.00% : 0.000099s : 1: symbol_engine_optimizer 0.00% : 0.000038s : 1: task_emit 63.03% : 5.322840s : 1: type_inference 0.00% : 0.000188s : 1: validate TotalTime = 3.43394, [33] [bootstrap]: 0.00029179 [type_inference]: 2.69261 [event_method]: 1.95e-05 [auto_monad]: 7.361e-05 [graph_reusing]: 6.16e-06 [pre_auto_parallel]: 3.08e-06 [py_interpret_to_execute]: 0.00035396 [rewriter_before_opt_a]: 9.02e-05 [expand_dump_flag]: 3.70998e-06 [jit_opt_a]: 0.729464, [2] [Cycle 1]: 0.725234, [27] [switch_simplify]: 6.263e-05 [loop_unroll]: 3.493e-05 [a_1]: 0.00069443 [with_stream_mark]: 2.196e-05 [recompute_prepare]: 1.03e-05 [updatestate_depend_eliminate]: 4.91002e-06 [updatestate_assign_eliminate]: 3.6e-06 [updatestate_loads_eliminate]: 3.39001e-06 [parameter_eliminate]: 2.06e-06 [specialize_transform]: 7.94002e-06 [updatestate_useless_node_eliminater]: 6.76e-06 [accelerated_algorithm]: 7.42002e-06 [meta_shard_fg_expand]: 2.54001e-06 [get_grad_eliminate_]: 7.3e-06 [merge_forward]: 3.86999e-06 [cell_reuse_recompute_pass]: 1.27e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.68e-05 [j_node_and_user_rematch]: 1.108e-05 [meta_fg_expand]: 2.98998e-06 [replace_old_param]: 1.126e-05 [inline_without_move]: 7.08e-06 [renormalize]: 0.724009 [add_forward_monad_depend]: 8.90999e-06 [auto_monad_grad]: 2.99999e-06 [auto_monad_eliminator]: 1.937e-05 [cse]: 3.616e-05 [replace_applicator]: 2.52e-05 [Cycle 2]: 0.0004748, [27] [switch_simplify]: 9.52001e-06 [loop_unroll]: 7.61999e-06 [a_1]: 0.00016186 [with_stream_mark]: 1.705e-05 [recompute_prepare]: 6.86999e-06 [updatestate_depend_eliminate]: 3.97e-06 [updatestate_assign_eliminate]: 3.58e-06 [updatestate_loads_eliminate]: 3.03e-06 [parameter_eliminate]: 2.71999e-06 [specialize_transform]: 6.46e-06 [updatestate_useless_node_eliminater]: 6.81999e-06 [accelerated_algorithm]: 6.61999e-06 [meta_shard_fg_expand]: 2.36e-06 [get_grad_eliminate_]: 6.15997e-06 [merge_forward]: 4.26001e-06 [cell_reuse_recompute_pass]: 2.98e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.662e-05 [j_node_and_user_rematch]: 1.05e-05 [meta_fg_expand]: 2.41998e-06 [replace_old_param]: 1.039e-05 [inline_without_move]: 6.43e-06 [renormalize]: 6.00121e-08 [add_forward_monad_depend]: 1.30001e-06 [auto_monad_grad]: 9.39996e-07 [auto_monad_eliminator]: 6.38e-06 [cse]: 1.503e-05 [replace_applicator]: 6.81001e-06 [py_interpret_to_execute_after_opt_a]: 1.431e-05 [rewriter_after_opt_a]: 3.851e-05 [convert_after_rewriter]: 7.43999e-06 [order_py_execute_after_rewriter]: 5.13002e-06 [mutable_eliminate]: 0.00071243 [jit_opt_b]: 6.602e-05, [1] [Cycle 1]: 5.727e-05, [2] [frontend_op_eliminate]: 2.319e-05 [inline_after_opt_a]: 2.08e-05 [cconv]: 2.703e-05 [loop_unroll]: 0.00043653 [jit_opt_after_cconv]: 0.00016681, [1] [Cycle 1]: 0.00016041, [11] [c_1]: 3.017e-05 [parameter_eliminate]: 2.61999e-06 [updatestate_depend_eliminate]: 5.97999e-06 [updatestate_assign_eliminate]: 2.48998e-06 [updatestate_loads_eliminate]: 2.32999e-06 [cse]: 2.038e-05 [call_graph_tuple_transform]: 2.335e-05 [tuple_list_get_item_eliminator]: 7.38999e-06 [none_parameter_eliminate]: 1.52999e-06 [renormalize]: 5.19998e-07 [switch_simplify]: 6.83e-06 [remove_dup_value]: 1.527e-05 [partial_unused_args_eliminate]: 0.00038434 [environ_conv]: 1.177e-05 [add_recomputation]: 0.00011457 [cse_after_recomputation]: 3.71e-05, [1] [Cycle 1]: 2.905e-05, [1] [cse]: 1.841e-05 [auto_monad_reorder]: 1.772e-05 [get_jit_bprop_graph]: 1.94e-06 [rewriter_after_jit_bprop_graph]: 7.13e-05 [opt_after_jit_grad]: 0.00048306 [symbol_engine_optimizer]: 9.19e-05, [1] [Cycle 1]: 8.492e-05, [6] [build]: 4.05998e-06 [elim_shapecalc]: 9.91e-06 [elim_not_effective]: 1.563e-05 [opt_reshape]: 1.103e-05 [fold_const_symbol]: 1.146e-05 [renormalize]: 4.00003e-07 [validate]: 6.46e-05 [backend_pass]: 1.10999e-06 [task_emit]: 0.00801855 [execute]: 7.92e-06 Sums bootstrap : 0.000292s : 0.01% type_inference : 2.692607s : 78.51% event_method : 0.000019s : 0.00% auto_monad : 0.000074s : 0.00% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000354s : 0.01% rewriter_before_opt_a : 0.000090s : 0.00% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000072s : 0.00% jit_opt_a.loop_unroll : 0.000043s : 0.00% jit_opt_a.a_1 : 0.000856s : 0.02% jit_opt_a.with_stream_mark : 0.000039s : 0.00% jit_opt_a.recompute_prepare : 0.000017s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000033s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000022s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000014s : 0.00% jit_opt_a.renormalize : 0.724009s : 21.11% jit_opt_a.add_forward_monad_depend : 0.000010s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000051s : 0.00% jit_opt_a.replace_applicator : 0.000032s : 0.00% py_interpret_to_execute_after_opt_a : 0.000014s : 0.00% rewriter_after_opt_a : 0.000039s : 0.00% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000712s : 0.02% jit_opt_b.frontend_op_eliminate : 0.000023s : 0.00% jit_opt_b.inline_after_opt_a : 0.000021s : 0.00% cconv : 0.000027s : 0.00% loop_unroll : 0.000437s : 0.01% jit_opt_after_cconv.c_1 : 0.000030s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000020s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000023s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000015s : 0.00% partial_unused_args_eliminate : 0.000384s : 0.01% environ_conv : 0.000012s : 0.00% add_recomputation : 0.000115s : 0.00% cse_after_recomputation.cse : 0.000018s : 0.00% auto_monad_reorder : 0.000018s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000071s : 0.00% opt_after_jit_grad : 0.000483s : 0.01% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000065s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.008019s : 0.23% execute : 0.000008s : 0.00% Time group info: ------[substitution.] 0.000288 28 0.78% : 0.000002s : 2: substitution.elim_not_effective 0.49% : 0.000001s : 2: substitution.fold_const_symbol 2.46% : 0.000007s : 4: substitution.graph_param_transform 80.00% : 0.000230s : 5: substitution.inline 1.42% : 0.000004s : 4: substitution.j_node_and_user_rematch 0.50% : 0.000001s : 1: substitution.opt_reshape 1.70% : 0.000005s : 4: substitution.remove_not_recompute_node 1.92% : 0.000006s : 2: substitution.replace_old_param 7.95% : 0.000023s : 3: substitution.reshape_eliminate 2.77% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 2.692534 2 99.93% : 2.690646s : 1: type_inference.infer 0.07% : 0.001888s : 1: type_inference.specialize ------[replace.] 0.000061 6 84.48% : 0.000051s : 5: replace.inline 15.52% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000234 6 96.91% : 0.000226s : 5: match.inline 3.09% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000158 867 1.44% : 0.000002s : 13: predicate.accumulaten_eliminater 1.03% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.13% : 0.000002s : 13: predicate.addn_check_dump 1.38% : 0.000002s : 13: predicate.addn_zero_filter 2.18% : 0.000003s : 13: predicate.arithmetic_simplify 1.73% : 0.000003s : 13: predicate.cast_eliminate 0.47% : 0.000001s : 4: predicate.check_bprop_eliminate 1.14% : 0.000002s : 13: predicate.compare_switch_simplify 1.26% : 0.000002s : 13: predicate.depend_value_elim 1.18% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.22% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.21% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.75% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.37% : 0.000001s : 4: predicate.elim_not_effective 0.54% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.15% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.07% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.15% : 0.000002s : 13: predicate.environ_get_depend_swap 1.34% : 0.000002s : 13: predicate.environ_get_eliminate 1.07% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 4: predicate.fold_const_symbol 0.89% : 0.000001s : 8: predicate.get_grad_eliminate 0.30% : 0.000000s : 4: predicate.graph_param_transform 5.53% : 0.000009s : 27: predicate.inline 0.87% : 0.000001s : 8: predicate.inline_without_move 0.41% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.33% : 0.000002s : 8: predicate.less_batch_normalization 1.49% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.68% : 0.000003s : 18: predicate.load_eliminater 1.11% : 0.000002s : 4: predicate.loop_unroll_after_grad 4.01% : 0.000006s : 37: predicate.loop_unroll_before_grad 2.26% : 0.000004s : 17: predicate.make_slice_get_slice_eliminator 1.17% : 0.000002s : 13: predicate.merge_addn 1.10% : 0.000002s : 13: predicate.minmaximum_grad 1.37% : 0.000002s : 4: predicate.mutable_eliminate 0.60% : 0.000001s : 4: predicate.opt_reshape 2.21% : 0.000003s : 18: predicate.partial_eliminate 1.24% : 0.000002s : 13: predicate.print_const_string_wrapper 1.63% : 0.000003s : 13: predicate.reduce_eliminate 1.55% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.49% : 0.000001s : 8: predicate.remove_not_recompute_node 2.04% : 0.000003s : 22: predicate.replace_applicator 0.60% : 0.000001s : 8: predicate.replace_old_param 0.34% : 0.000001s : 4: predicate.reset_defer_inline 2.11% : 0.000003s : 13: predicate.reshape_eliminate 1.29% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.68% : 0.000001s : 4: predicate.row_tensor_eliminate 1.33% : 0.000002s : 13: predicate.same_eliminate 0.61% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.99% : 0.000002s : 8: predicate.special_op_eliminate 0.87% : 0.000001s : 8: predicate.specialize_transform 1.48% : 0.000002s : 13: predicate.split_environ_get_set_with_tuple_value 1.19% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.53% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.20% : 0.000003s : 19: predicate.switch_defer_inline 1.91% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.23% : 0.000011s : 60: predicate.switch_simplify 1.18% : 0.000002s : 13: predicate.tile_eliminate 1.36% : 0.000002s : 13: predicate.transpose_eliminate 1.58% : 0.000002s : 13: predicate.tuple_list_convert_item_index_to_positive 1.88% : 0.000003s : 13: predicate.tuple_list_get_item_depend_reorder 4.05% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.79% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.29% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.58% : 0.000002s : 18: predicate.updatestate_pure_node_eliminater 2.60% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.96% : 0.000003s : 13: predicate.value_based_eliminate 0.35% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.59% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002272 23 71.69% : 0.001629s : 16: func_graph_cloner_run.FuncGraphClonerGraph 28.31% : 0.000643s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 4.159223 76 0.00% : 0.000120s : 1: add_recomputation 0.00% : 0.000078s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.01% : 0.000313s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000042s : 1: cse_after_recomputation 0.00% : 0.000015s : 1: environ_conv 0.00% : 0.000024s : 1: event_method 0.00% : 0.000011s : 1: execute 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 17.54% : 0.729468s : 1: jit_opt_a 0.00% : 0.000170s : 1: jit_opt_after_cconv 0.00% : 0.000069s : 1: jit_opt_b 0.01% : 0.000444s : 1: loop_unroll 0.02% : 0.000720s : 1: mutable_eliminate 0.03% : 0.001128s : 26: opt.transform.jit_opt_a 0.00% : 0.000064s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000037s : 4: opt.transform.jit_opt_b 0.00% : 0.000014s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000015s : 1: opt.transform.mutable_eliminate 0.00% : 0.000027s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000044s : 4: opt.transform.symbol_engine_opt 0.01% : 0.000490s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.01% : 0.000392s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.01% : 0.000365s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 17.39% : 0.723227s : 1: renormalize.infer 0.02% : 0.000769s : 1: renormalize.specialize 0.00% : 0.000074s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000041s : 1: rewriter_after_opt_a 0.00% : 0.000095s : 1: rewriter_before_opt_a 0.00% : 0.000095s : 1: symbol_engine_optimizer 0.19% : 0.008029s : 1: task_emit 64.74% : 2.692628s : 1: type_inference 0.00% : 0.000087s : 1: validate TotalTime = 0.533847, [33] [bootstrap]: 0.00030181 [type_inference]: 0.395178 [event_method]: 0.00046585 [auto_monad]: 0.00017013 [graph_reusing]: 1.058e-05 [pre_auto_parallel]: 3.95998e-06 [py_interpret_to_execute]: 6.52e-05 [rewriter_before_opt_a]: 0.00017514 [expand_dump_flag]: 5.01997e-06 [jit_opt_a]: 0.13443, [2] [Cycle 1]: 0.0170323, [27] [switch_simplify]: 0.00025837 [loop_unroll]: 7.979e-05 [a_1]: 0.00172341 [with_stream_mark]: 4.2e-05 [recompute_prepare]: 2.747e-05 [updatestate_depend_eliminate]: 1.008e-05 [updatestate_assign_eliminate]: 7.43e-06 [updatestate_loads_eliminate]: 7.25998e-06 [parameter_eliminate]: 2.96001e-06 [specialize_transform]: 1.815e-05 [updatestate_useless_node_eliminater]: 1.686e-05 [accelerated_algorithm]: 1.79e-05 [meta_shard_fg_expand]: 5.15999e-06 [get_grad_eliminate_]: 1.757e-05 [merge_forward]: 1.067e-05 [cell_reuse_recompute_pass]: 1.20999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.562e-05 [j_node_and_user_rematch]: 3.122e-05 [meta_fg_expand]: 0.0025422 [replace_old_param]: 0.00012481 [inline_without_move]: 7.36e-05 [renormalize]: 0.0116117 [add_forward_monad_depend]: 8.52e-06 [auto_monad_grad]: 2.68998e-06 [auto_monad_eliminator]: 1.562e-05 [cse]: 2.979e-05 [replace_applicator]: 2.296e-05 [Cycle 2]: 0.00049753, [27] [switch_simplify]: 6.25002e-06 [loop_unroll]: 5.00001e-06 [a_1]: 5.758e-05 [with_stream_mark]: 1.516e-05 [recompute_prepare]: 4.37998e-06 [updatestate_depend_eliminate]: 3.46999e-06 [updatestate_assign_eliminate]: 2.69001e-06 [updatestate_loads_eliminate]: 2.17999e-06 [parameter_eliminate]: 1.87999e-06 [specialize_transform]: 4.02e-06 [updatestate_useless_node_eliminater]: 4.09002e-06 [accelerated_algorithm]: 4.15e-06 [meta_shard_fg_expand]: 2.16998e-06 [get_grad_eliminate_]: 3.65e-06 [merge_forward]: 3.46001e-06 [cell_reuse_recompute_pass]: 3.13998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.897e-05 [j_node_and_user_rematch]: 7.77e-06 [meta_fg_expand]: 0.00017532 [replace_old_param]: 7.11001e-06 [inline_without_move]: 4.58001e-06 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 2.21998e-06 [auto_monad_grad]: 9.60019e-07 [auto_monad_eliminator]: 6.63e-06 [cse]: 1.407e-05 [replace_applicator]: 4.57e-06 [py_interpret_to_execute_after_opt_a]: 1.295e-05 [rewriter_after_opt_a]: 0.00038026 [convert_after_rewriter]: 1.926e-05 [order_py_execute_after_rewriter]: 1.084e-05 [mutable_eliminate]: 0.00073776 [jit_opt_b]: 5.269e-05, [1] [Cycle 1]: 4.351e-05, [2] [frontend_op_eliminate]: 1.395e-05 [inline_after_opt_a]: 1.661e-05 [cconv]: 3.263e-05 [loop_unroll]: 0.00049152 [jit_opt_after_cconv]: 0.00014414, [1] [Cycle 1]: 0.00013713, [11] [c_1]: 1.64e-05 [parameter_eliminate]: 3.43e-06 [updatestate_depend_eliminate]: 6.58998e-06 [updatestate_assign_eliminate]: 2.32001e-06 [updatestate_loads_eliminate]: 1.81e-06 [cse]: 2.18e-05 [call_graph_tuple_transform]: 1.644e-05 [tuple_list_get_item_eliminator]: 4.45999e-06 [none_parameter_eliminate]: 1.47001e-06 [renormalize]: 6.10016e-07 [switch_simplify]: 5.02e-06 [remove_dup_value]: 1.517e-05 [partial_unused_args_eliminate]: 2.11e-06 [environ_conv]: 5.57999e-06 [add_recomputation]: 4.114e-05 [cse_after_recomputation]: 2.111e-05, [1] [Cycle 1]: 1.56e-05, [1] [cse]: 8.70999e-06 [auto_monad_reorder]: 1.411e-05 [get_jit_bprop_graph]: 2.73998e-06 [rewriter_after_jit_bprop_graph]: 5.30999e-06 [opt_after_jit_grad]: 0.00048425 [symbol_engine_optimizer]: 7.323e-05, [1] [Cycle 1]: 6.637e-05, [6] [build]: 4.19002e-06 [elim_shapecalc]: 7.37997e-06 [elim_not_effective]: 1.179e-05 [opt_reshape]: 5.05001e-06 [fold_const_symbol]: 7.31999e-06 [renormalize]: 3.39991e-07 [validate]: 3.352e-05 [backend_pass]: 1.05999e-06 [task_emit]: 2.571e-05 [execute]: 1.36998e-06 Sums bootstrap : 0.000302s : 0.07% type_inference : 0.395178s : 95.00% event_method : 0.000466s : 0.11% auto_monad : 0.000170s : 0.04% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000065s : 0.02% rewriter_before_opt_a : 0.000175s : 0.04% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000265s : 0.06% jit_opt_a.loop_unroll : 0.000085s : 0.02% jit_opt_a.a_1 : 0.001781s : 0.43% jit_opt_a.with_stream_mark : 0.000057s : 0.01% jit_opt_a.recompute_prepare : 0.000032s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000021s : 0.01% jit_opt_a.accelerated_algorithm : 0.000022s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000021s : 0.01% jit_opt_a.merge_forward : 0.000014s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000055s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000039s : 0.01% jit_opt_a.meta_fg_expand : 0.002718s : 0.65% jit_opt_a.replace_old_param : 0.000132s : 0.03% jit_opt_a.inline_without_move : 0.000078s : 0.02% jit_opt_a.renormalize : 0.011612s : 2.79% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000022s : 0.01% jit_opt_a.cse : 0.000044s : 0.01% jit_opt_a.replace_applicator : 0.000028s : 0.01% py_interpret_to_execute_after_opt_a : 0.000013s : 0.00% rewriter_after_opt_a : 0.000380s : 0.09% convert_after_rewriter : 0.000019s : 0.00% order_py_execute_after_rewriter : 0.000011s : 0.00% mutable_eliminate : 0.000738s : 0.18% jit_opt_b.frontend_op_eliminate : 0.000014s : 0.00% jit_opt_b.inline_after_opt_a : 0.000017s : 0.00% cconv : 0.000033s : 0.01% loop_unroll : 0.000492s : 0.12% jit_opt_after_cconv.c_1 : 0.000016s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000022s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000016s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000004s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000015s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000041s : 0.01% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000484s : 0.12% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000034s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.000026s : 0.01% execute : 0.000001s : 0.00% Time group info: ------[substitution.] 0.000497 69 0.37% : 0.000002s : 1: substitution.elim_not_effective 0.22% : 0.000001s : 1: substitution.fold_const_symbol 0.89% : 0.000004s : 1: substitution.graph_param_transform 71.47% : 0.000355s : 14: substitution.inline 4.95% : 0.000025s : 2: substitution.inline_without_move 1.73% : 0.000009s : 9: substitution.j_node_and_user_rematch 0.88% : 0.000004s : 2: substitution.minmaximum_grad 1.89% : 0.000009s : 9: substitution.partial_eliminate 1.80% : 0.000009s : 9: substitution.remove_not_recompute_node 0.78% : 0.000004s : 1: substitution.replace_applicator 1.41% : 0.000007s : 7: substitution.replace_old_param 2.74% : 0.000014s : 2: substitution.reshape_eliminate 0.59% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.42% : 0.000017s : 3: substitution.switch_simplify 2.08% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 1.43% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 3.35% : 0.000017s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.395028 2 91.51% : 0.361483s : 1: type_inference.infer 8.49% : 0.033545s : 1: type_inference.specialize ------[replace.] 0.000210 18 57.01% : 0.000120s : 14: replace.inline 37.26% : 0.000078s : 3: replace.switch_simplify 5.73% : 0.000012s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000366 18 94.70% : 0.000347s : 14: match.inline 4.12% : 0.000015s : 3: match.switch_simplify 1.17% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000305 1710 1.48% : 0.000005s : 29: predicate.accumulaten_eliminater 0.38% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.42% : 0.000004s : 29: predicate.addn_check_dump 1.63% : 0.000005s : 29: predicate.addn_zero_filter 2.25% : 0.000007s : 29: predicate.arithmetic_simplify 1.49% : 0.000005s : 29: predicate.cast_eliminate 0.22% : 0.000001s : 1: predicate.check_bprop_eliminate 1.51% : 0.000005s : 29: predicate.compare_switch_simplify 1.53% : 0.000005s : 29: predicate.depend_value_elim 1.44% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.51% : 0.000005s : 29: predicate.dict_get_item_eliminator 1.53% : 0.000005s : 29: predicate.dict_set_item_eliminator 0.27% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.12% : 0.000000s : 1: predicate.elim_not_effective 0.22% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.41% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.49% : 0.000005s : 29: predicate.environ_get_add_eliminate 1.46% : 0.000004s : 29: predicate.environ_get_depend_swap 1.51% : 0.000005s : 29: predicate.environ_get_eliminate 1.47% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.84% : 0.000003s : 14: predicate.get_grad_eliminate 0.05% : 0.000000s : 1: predicate.graph_param_transform 5.06% : 0.000015s : 46: predicate.inline 2.64% : 0.000008s : 38: predicate.inline_without_move 0.38% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.10% : 0.000003s : 14: predicate.less_batch_normalization 1.57% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.65% : 0.000005s : 31: predicate.load_eliminater 0.46% : 0.000001s : 1: predicate.loop_unroll_after_grad 4.22% : 0.000013s : 78: predicate.loop_unroll_before_grad 1.64% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.53% : 0.000005s : 29: predicate.merge_addn 1.42% : 0.000004s : 29: predicate.minmaximum_grad 0.53% : 0.000002s : 1: predicate.mutable_eliminate 0.19% : 0.000001s : 1: predicate.opt_reshape 1.98% : 0.000006s : 31: predicate.partial_eliminate 1.54% : 0.000005s : 29: predicate.print_const_string_wrapper 1.78% : 0.000005s : 29: predicate.reduce_eliminate 1.54% : 0.000005s : 30: predicate.redundant_stop_gradient_eliminater 0.70% : 0.000002s : 14: predicate.remove_not_recompute_node 1.59% : 0.000005s : 32: predicate.replace_applicator 1.39% : 0.000004s : 38: predicate.replace_old_param 0.23% : 0.000001s : 1: predicate.reset_defer_inline 1.74% : 0.000005s : 29: predicate.reshape_eliminate 1.61% : 0.000005s : 29: predicate.row_tensor_add_zeros_like 0.26% : 0.000001s : 1: predicate.row_tensor_eliminate 1.66% : 0.000005s : 29: predicate.same_eliminate 0.48% : 0.000001s : 14: predicate.set_cell_output_no_recompute 0.30% : 0.000001s : 2: predicate.special_op_eliminate 0.84% : 0.000003s : 14: predicate.specialize_transform 1.64% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.42% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.15% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.92% : 0.000009s : 44: predicate.switch_defer_inline 2.65% : 0.000008s : 44: predicate.switch_layer_defer_inline 7.91% : 0.000024s : 129: predicate.switch_simplify 1.41% : 0.000004s : 29: predicate.tile_eliminate 1.36% : 0.000004s : 29: predicate.transpose_eliminate 1.68% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.60% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 2.72% : 0.000008s : 32: predicate.tuple_list_get_item_eliminator 1.75% : 0.000005s : 29: predicate.tuple_list_set_item_eliminator 1.65% : 0.000005s : 30: predicate.tuple_to_list_eliminator_ 1.45% : 0.000004s : 31: predicate.updatestate_pure_node_eliminater 2.38% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.77% : 0.000005s : 29: predicate.value_based_eliminate 0.08% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.19% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004092 47 82.06% : 0.003358s : 30: func_graph_cloner_run.FuncGraphClonerGraph 17.94% : 0.000734s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.548057 76 0.01% : 0.000044s : 1: add_recomputation 0.03% : 0.000177s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.06% : 0.000325s : 1: bootstrap 0.01% : 0.000036s : 1: cconv 0.04% : 0.000223s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.09% : 0.000475s : 1: event_method 0.00% : 0.000003s : 1: execute 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 24.53% : 0.134435s : 1: jit_opt_a 0.03% : 0.000147s : 1: jit_opt_after_cconv 0.01% : 0.000055s : 1: jit_opt_b 0.09% : 0.000500s : 1: loop_unroll 0.14% : 0.000746s : 1: mutable_eliminate 0.46% : 0.002532s : 26: opt.transform.jit_opt_a 0.01% : 0.000038s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000022s : 4: opt.transform.jit_opt_b 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000492s : 1: opt_after_jit_grad 0.00% : 0.000014s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000069s : 1: py_interpret_to_execute 0.00% : 0.000015s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 1.98% : 0.010835s : 1: renormalize.infer 0.14% : 0.000761s : 1: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.07% : 0.000386s : 1: rewriter_after_opt_a 0.03% : 0.000179s : 1: rewriter_before_opt_a 0.01% : 0.000076s : 1: symbol_engine_optimizer 0.01% : 0.000030s : 1: task_emit 72.11% : 0.395205s : 1: type_inference 0.01% : 0.000052s : 1: validate TotalTime = 0.733961, [33] [bootstrap]: 0.00033002 [type_inference]: 0.608195 [event_method]: 2.086e-05 [auto_monad]: 7.589e-05 [graph_reusing]: 6.86001e-06 [pre_auto_parallel]: 2.86e-06 [py_interpret_to_execute]: 0.00037481 [rewriter_before_opt_a]: 9.184e-05 [expand_dump_flag]: 4.79002e-06 [jit_opt_a]: 0.00894626, [2] [Cycle 1]: 0.00382905, [27] [switch_simplify]: 6.492e-05 [loop_unroll]: 3.481e-05 [a_1]: 0.00066589 [with_stream_mark]: 2.67e-05 [recompute_prepare]: 1.087e-05 [updatestate_depend_eliminate]: 4.85999e-06 [updatestate_assign_eliminate]: 3.58e-06 [updatestate_loads_eliminate]: 3.29001e-06 [parameter_eliminate]: 2.01998e-06 [specialize_transform]: 9.10001e-06 [updatestate_useless_node_eliminater]: 7.53999e-06 [accelerated_algorithm]: 8.05e-06 [meta_shard_fg_expand]: 2.64999e-06 [get_grad_eliminate_]: 7.58001e-06 [merge_forward]: 4.92999e-06 [cell_reuse_recompute_pass]: 1.32e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.818e-05 [j_node_and_user_rematch]: 1.105e-05 [meta_fg_expand]: 3.33e-06 [replace_old_param]: 1.185e-05 [inline_without_move]: 7.21999e-06 [renormalize]: 0.0026249 [add_forward_monad_depend]: 7.75e-06 [auto_monad_grad]: 2.61999e-06 [auto_monad_eliminator]: 2.001e-05 [cse]: 3.521e-05 [replace_applicator]: 1.787e-05 [Cycle 2]: 0.00043354, [27] [switch_simplify]: 8.37e-06 [loop_unroll]: 6.96999e-06 [a_1]: 0.00015662 [with_stream_mark]: 1.403e-05 [recompute_prepare]: 7.25998e-06 [updatestate_depend_eliminate]: 3.55e-06 [updatestate_assign_eliminate]: 2.94999e-06 [updatestate_loads_eliminate]: 2.40002e-06 [parameter_eliminate]: 1.30001e-06 [specialize_transform]: 6.53e-06 [updatestate_useless_node_eliminater]: 6.50002e-06 [accelerated_algorithm]: 6.74001e-06 [meta_shard_fg_expand]: 1.70001e-06 [get_grad_eliminate_]: 6.05002e-06 [merge_forward]: 3.38999e-06 [cell_reuse_recompute_pass]: 1.71e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.524e-05 [j_node_and_user_rematch]: 9.82001e-06 [meta_fg_expand]: 2.39001e-06 [replace_old_param]: 1.008e-05 [inline_without_move]: 6.25002e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.71e-06 [auto_monad_grad]: 9.69972e-07 [auto_monad_eliminator]: 6.29999e-06 [cse]: 1.378e-05 [replace_applicator]: 6.49001e-06 [py_interpret_to_execute_after_opt_a]: 1.339e-05 [rewriter_after_opt_a]: 4.065e-05 [convert_after_rewriter]: 7.30998e-06 [order_py_execute_after_rewriter]: 5.45001e-06 [mutable_eliminate]: 0.00064584 [jit_opt_b]: 6.62e-05, [1] [Cycle 1]: 5.851e-05, [2] [frontend_op_eliminate]: 2.306e-05 [inline_after_opt_a]: 2.187e-05 [cconv]: 2.679e-05 [loop_unroll]: 0.00047141 [jit_opt_after_cconv]: 0.00017262, [1] [Cycle 1]: 0.00016495, [11] [c_1]: 3.041e-05 [parameter_eliminate]: 3.02002e-06 [updatestate_depend_eliminate]: 6.74001e-06 [updatestate_assign_eliminate]: 2.56e-06 [updatestate_loads_eliminate]: 2.39001e-06 [cse]: 2.296e-05 [call_graph_tuple_transform]: 2.498e-05 [tuple_list_get_item_eliminator]: 7.56999e-06 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 6.09987e-07 [switch_simplify]: 7.2e-06 [remove_dup_value]: 1.532e-05 [partial_unused_args_eliminate]: 2.46998e-06 [environ_conv]: 9.87999e-06 [add_recomputation]: 5.67e-05 [cse_after_recomputation]: 2.601e-05, [1] [Cycle 1]: 2.048e-05, [1] [cse]: 1.423e-05 [auto_monad_reorder]: 1.567e-05 [get_jit_bprop_graph]: 2.36e-06 [rewriter_after_jit_bprop_graph]: 4.93001e-06 [opt_after_jit_grad]: 0.00053578 [symbol_engine_optimizer]: 9.274e-05, [1] [Cycle 1]: 8.528e-05, [6] [build]: 5.15001e-06 [elim_shapecalc]: 1.002e-05 [elim_not_effective]: 1.596e-05 [opt_reshape]: 1.106e-05 [fold_const_symbol]: 1.062e-05 [renormalize]: 4.69998e-07 [validate]: 4.929e-05 [backend_pass]: 1.34e-06 [task_emit]: 0.113381 [execute]: 9.47999e-06 Sums bootstrap : 0.000330s : 0.05% type_inference : 0.608195s : 83.48% event_method : 0.000021s : 0.00% auto_monad : 0.000076s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000375s : 0.05% rewriter_before_opt_a : 0.000092s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000073s : 0.01% jit_opt_a.loop_unroll : 0.000042s : 0.01% jit_opt_a.a_1 : 0.000823s : 0.11% jit_opt_a.with_stream_mark : 0.000041s : 0.01% jit_opt_a.recompute_prepare : 0.000018s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000015s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000004s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000014s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000033s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000021s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.002625s : 0.36% jit_opt_a.add_forward_monad_depend : 0.000009s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000049s : 0.01% jit_opt_a.replace_applicator : 0.000024s : 0.00% py_interpret_to_execute_after_opt_a : 0.000013s : 0.00% rewriter_after_opt_a : 0.000041s : 0.01% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000646s : 0.09% jit_opt_b.frontend_op_eliminate : 0.000023s : 0.00% jit_opt_b.inline_after_opt_a : 0.000022s : 0.00% cconv : 0.000027s : 0.00% loop_unroll : 0.000471s : 0.06% jit_opt_after_cconv.c_1 : 0.000030s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000023s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000015s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000057s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000536s : 0.07% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000049s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.113381s : 15.56% execute : 0.000009s : 0.00% Time group info: ------[substitution.] 0.000243 28 0.79% : 0.000002s : 2: substitution.elim_not_effective 0.55% : 0.000001s : 2: substitution.fold_const_symbol 2.81% : 0.000007s : 4: substitution.graph_param_transform 77.40% : 0.000188s : 5: substitution.inline 1.46% : 0.000004s : 4: substitution.j_node_and_user_rematch 0.54% : 0.000001s : 1: substitution.opt_reshape 2.09% : 0.000005s : 4: substitution.remove_not_recompute_node 2.46% : 0.000006s : 2: substitution.replace_old_param 8.56% : 0.000021s : 3: substitution.reshape_eliminate 3.32% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.608104 2 99.67% : 0.606113s : 1: type_inference.infer 0.33% : 0.001992s : 1: type_inference.specialize ------[replace.] 0.000062 6 85.53% : 0.000053s : 5: replace.inline 14.47% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000192 6 96.15% : 0.000185s : 5: match.inline 3.85% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000159 867 1.29% : 0.000002s : 13: predicate.accumulaten_eliminater 1.34% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.27% : 0.000002s : 13: predicate.addn_check_dump 1.54% : 0.000002s : 13: predicate.addn_zero_filter 2.33% : 0.000004s : 13: predicate.arithmetic_simplify 1.45% : 0.000002s : 13: predicate.cast_eliminate 0.39% : 0.000001s : 4: predicate.check_bprop_eliminate 1.14% : 0.000002s : 13: predicate.compare_switch_simplify 1.16% : 0.000002s : 13: predicate.depend_value_elim 1.24% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.39% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.27% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.86% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.33% : 0.000001s : 4: predicate.elim_not_effective 0.45% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.22% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.08% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.14% : 0.000002s : 13: predicate.environ_get_depend_swap 1.40% : 0.000002s : 13: predicate.environ_get_eliminate 1.13% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.25% : 0.000000s : 4: predicate.fold_const_symbol 0.93% : 0.000001s : 8: predicate.get_grad_eliminate 0.26% : 0.000000s : 4: predicate.graph_param_transform 5.26% : 0.000008s : 27: predicate.inline 0.81% : 0.000001s : 8: predicate.inline_without_move 0.43% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.23% : 0.000002s : 8: predicate.less_batch_normalization 1.42% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.68% : 0.000003s : 18: predicate.load_eliminater 1.33% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.82% : 0.000006s : 37: predicate.loop_unroll_before_grad 1.91% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.10% : 0.000002s : 13: predicate.merge_addn 1.10% : 0.000002s : 13: predicate.minmaximum_grad 1.66% : 0.000003s : 4: predicate.mutable_eliminate 0.65% : 0.000001s : 4: predicate.opt_reshape 2.08% : 0.000003s : 18: predicate.partial_eliminate 1.17% : 0.000002s : 13: predicate.print_const_string_wrapper 1.79% : 0.000003s : 13: predicate.reduce_eliminate 1.28% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.47% : 0.000001s : 8: predicate.remove_not_recompute_node 1.83% : 0.000003s : 22: predicate.replace_applicator 0.55% : 0.000001s : 8: predicate.replace_old_param 0.36% : 0.000001s : 4: predicate.reset_defer_inline 2.14% : 0.000003s : 13: predicate.reshape_eliminate 1.54% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.77% : 0.000001s : 4: predicate.row_tensor_eliminate 1.44% : 0.000002s : 13: predicate.same_eliminate 0.55% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.28% : 0.000002s : 8: predicate.special_op_eliminate 0.83% : 0.000001s : 8: predicate.specialize_transform 1.59% : 0.000003s : 13: predicate.split_environ_get_set_with_tuple_value 1.38% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.42% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.37% : 0.000004s : 19: predicate.switch_defer_inline 1.92% : 0.000003s : 19: predicate.switch_layer_defer_inline 6.85% : 0.000011s : 60: predicate.switch_simplify 1.25% : 0.000002s : 13: predicate.tile_eliminate 1.53% : 0.000002s : 13: predicate.transpose_eliminate 1.78% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.39% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.48% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.78% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.40% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.59% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.88% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.71% : 0.000003s : 13: predicate.value_based_eliminate 0.42% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.91% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002406 23 69.20% : 0.001665s : 16: func_graph_cloner_run.FuncGraphClonerGraph 30.80% : 0.000741s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.737828 76 0.01% : 0.000060s : 1: add_recomputation 0.01% : 0.000080s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: backend_pass 0.05% : 0.000350s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000028s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.00% : 0.000026s : 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% : 0.000009s : 1: graph_reusing 1.21% : 0.008950s : 1: jit_opt_a 0.02% : 0.000176s : 1: jit_opt_after_cconv 0.01% : 0.000069s : 1: jit_opt_b 0.06% : 0.000479s : 1: loop_unroll 0.09% : 0.000655s : 1: mutable_eliminate 0.15% : 0.001092s : 26: opt.transform.jit_opt_a 0.01% : 0.000066s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000037s : 4: opt.transform.jit_opt_b 0.00% : 0.000017s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000017s : 1: opt.transform.mutable_eliminate 0.00% : 0.000031s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000043s : 4: opt.transform.symbol_engine_opt 0.07% : 0.000544s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000381s : 1: py_interpret_to_execute 0.00% : 0.000016s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 0.23% : 0.001683s : 1: renormalize.infer 0.13% : 0.000930s : 1: renormalize.specialize 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000043s : 1: rewriter_after_opt_a 0.01% : 0.000097s : 1: rewriter_before_opt_a 0.02% : 0.000113s : 1: symbol_engine_optimizer 15.37% : 0.113399s : 1: task_emit 82.43% : 0.608220s : 1: type_inference 0.01% : 0.000071s : 1: validate TotalTime = 1.14432, [33] [bootstrap]: 0.0003302 [type_inference]: 0.954759 [event_method]: 0.00056834 [auto_monad]: 0.00018761 [graph_reusing]: 1.126e-05 [pre_auto_parallel]: 4.65001e-06 [py_interpret_to_execute]: 6.521e-05 [rewriter_before_opt_a]: 0.00018325 [expand_dump_flag]: 4.37e-06 [jit_opt_a]: 0.18548, [2] [Cycle 1]: 0.180536, [27] [switch_simplify]: 0.0002446 [loop_unroll]: 8.222e-05 [a_1]: 0.00164059 [with_stream_mark]: 3.814e-05 [recompute_prepare]: 2.524e-05 [updatestate_depend_eliminate]: 9.83998e-06 [updatestate_assign_eliminate]: 7.85e-06 [updatestate_loads_eliminate]: 7.56999e-06 [parameter_eliminate]: 3.41001e-06 [specialize_transform]: 1.789e-05 [updatestate_useless_node_eliminater]: 1.558e-05 [accelerated_algorithm]: 1.61e-05 [meta_shard_fg_expand]: 5.09998e-06 [get_grad_eliminate_]: 1.579e-05 [merge_forward]: 9.57001e-06 [cell_reuse_recompute_pass]: 1.35999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.372e-05 [j_node_and_user_rematch]: 2.847e-05 [meta_fg_expand]: 0.00190983 [replace_old_param]: 7.51e-05 [inline_without_move]: 6.754e-05 [renormalize]: 0.175937 [add_forward_monad_depend]: 7.04001e-06 [auto_monad_grad]: 2.69999e-06 [auto_monad_eliminator]: 1.805e-05 [cse]: 3.141e-05 [replace_applicator]: 2.335e-05 [Cycle 2]: 0.00052353, [27] [switch_simplify]: 6.26e-06 [loop_unroll]: 5.15999e-06 [a_1]: 5.786e-05 [with_stream_mark]: 1.518e-05 [recompute_prepare]: 4.16001e-06 [updatestate_depend_eliminate]: 3.33e-06 [updatestate_assign_eliminate]: 2.82002e-06 [updatestate_loads_eliminate]: 2.19001e-06 [parameter_eliminate]: 2.58e-06 [specialize_transform]: 4.55001e-06 [updatestate_useless_node_eliminater]: 3.86999e-06 [accelerated_algorithm]: 4.18001e-06 [meta_shard_fg_expand]: 2.62001e-06 [get_grad_eliminate_]: 3.91001e-06 [merge_forward]: 3.96001e-06 [cell_reuse_recompute_pass]: 3.64002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.827e-05 [j_node_and_user_rematch]: 7.45e-06 [meta_fg_expand]: 0.00019453 [replace_old_param]: 7.8e-06 [inline_without_move]: 4.57998e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.37001e-06 [auto_monad_grad]: 1.20001e-06 [auto_monad_eliminator]: 6.39999e-06 [cse]: 1.578e-05 [replace_applicator]: 5.04998e-06 [py_interpret_to_execute_after_opt_a]: 1.271e-05 [rewriter_after_opt_a]: 0.0003908 [convert_after_rewriter]: 1.099e-05 [order_py_execute_after_rewriter]: 5.10999e-06 [mutable_eliminate]: 0.00068179 [jit_opt_b]: 5.038e-05, [1] [Cycle 1]: 4.175e-05, [2] [frontend_op_eliminate]: 1.302e-05 [inline_after_opt_a]: 1.59e-05 [cconv]: 2.865e-05 [loop_unroll]: 0.00045354 [jit_opt_after_cconv]: 0.00013876, [1] [Cycle 1]: 0.00013189, [11] [c_1]: 1.614e-05 [parameter_eliminate]: 2.49001e-06 [updatestate_depend_eliminate]: 5.25999e-06 [updatestate_assign_eliminate]: 1.97001e-06 [updatestate_loads_eliminate]: 1.79e-06 [cse]: 1.963e-05 [call_graph_tuple_transform]: 1.707e-05 [tuple_list_get_item_eliminator]: 4.76002e-06 [none_parameter_eliminate]: 1.81998e-06 [renormalize]: 6.19999e-07 [switch_simplify]: 5.20999e-06 [remove_dup_value]: 1.664e-05 [partial_unused_args_eliminate]: 2.48e-06 [environ_conv]: 4.85999e-06 [add_recomputation]: 4.077e-05 [cse_after_recomputation]: 2.204e-05, [1] [Cycle 1]: 1.546e-05, [1] [cse]: 9.02e-06 [auto_monad_reorder]: 1.452e-05 [get_jit_bprop_graph]: 2.17999e-06 [rewriter_after_jit_bprop_graph]: 5.34e-06 [opt_after_jit_grad]: 0.000482 [symbol_engine_optimizer]: 7.445e-05, [1] [Cycle 1]: 6.807e-05, [6] [build]: 4.11001e-06 [elim_shapecalc]: 7.21001e-06 [elim_not_effective]: 1.147e-05 [opt_reshape]: 5.50001e-06 [fold_const_symbol]: 7.99002e-06 [renormalize]: 3.80009e-07 [validate]: 3.295e-05 [backend_pass]: 1.21002e-06 [task_emit]: 2.119e-05 [execute]: 1.52999e-06 Sums bootstrap : 0.000330s : 0.03% type_inference : 0.954759s : 83.81% event_method : 0.000568s : 0.05% auto_monad : 0.000188s : 0.02% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000005s : 0.00% py_interpret_to_execute : 0.000065s : 0.01% rewriter_before_opt_a : 0.000183s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000251s : 0.02% jit_opt_a.loop_unroll : 0.000087s : 0.01% jit_opt_a.a_1 : 0.001698s : 0.15% jit_opt_a.with_stream_mark : 0.000053s : 0.00% jit_opt_a.recompute_prepare : 0.000029s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000019s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000014s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000052s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000036s : 0.00% jit_opt_a.meta_fg_expand : 0.002104s : 0.18% jit_opt_a.replace_old_param : 0.000083s : 0.01% jit_opt_a.inline_without_move : 0.000072s : 0.01% jit_opt_a.renormalize : 0.175937s : 15.44% jit_opt_a.add_forward_monad_depend : 0.000009s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000024s : 0.00% jit_opt_a.cse : 0.000047s : 0.00% jit_opt_a.replace_applicator : 0.000028s : 0.00% py_interpret_to_execute_after_opt_a : 0.000013s : 0.00% rewriter_after_opt_a : 0.000391s : 0.03% convert_after_rewriter : 0.000011s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000682s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000013s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000029s : 0.00% loop_unroll : 0.000454s : 0.04% jit_opt_after_cconv.c_1 : 0.000016s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000020s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000017s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000005s : 0.00% add_recomputation : 0.000041s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000482s : 0.04% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000011s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000033s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.000021s : 0.00% execute : 0.000002s : 0.00% Time group info: ------[substitution.] 0.000462 69 0.35% : 0.000002s : 1: substitution.elim_not_effective 0.24% : 0.000001s : 1: substitution.fold_const_symbol 1.09% : 0.000005s : 1: substitution.graph_param_transform 72.27% : 0.000334s : 14: substitution.inline 4.55% : 0.000021s : 2: substitution.inline_without_move 1.75% : 0.000008s : 9: substitution.j_node_and_user_rematch 0.98% : 0.000005s : 2: substitution.minmaximum_grad 1.86% : 0.000009s : 9: substitution.partial_eliminate 1.86% : 0.000009s : 9: substitution.remove_not_recompute_node 0.68% : 0.000003s : 1: substitution.replace_applicator 1.47% : 0.000007s : 7: substitution.replace_old_param 2.14% : 0.000010s : 2: substitution.reshape_eliminate 0.67% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.46% : 0.000016s : 3: substitution.switch_simplify 1.95% : 0.000009s : 2: substitution.tuple_list_convert_item_index_to_positive 1.53% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 3.14% : 0.000015s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.954607 2 99.59% : 0.950661s : 1: type_inference.infer 0.41% : 0.003947s : 1: type_inference.specialize ------[replace.] 0.000193 18 59.04% : 0.000114s : 14: replace.inline 36.13% : 0.000070s : 3: replace.switch_simplify 4.83% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000343 18 94.99% : 0.000326s : 14: match.inline 4.15% : 0.000014s : 3: match.switch_simplify 0.86% : 0.000003s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000315 1710 1.43% : 0.000004s : 29: predicate.accumulaten_eliminater 0.44% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.37% : 0.000004s : 29: predicate.addn_check_dump 1.40% : 0.000004s : 29: predicate.addn_zero_filter 1.86% : 0.000006s : 29: predicate.arithmetic_simplify 1.37% : 0.000004s : 29: predicate.cast_eliminate 0.10% : 0.000000s : 1: predicate.check_bprop_eliminate 1.20% : 0.000004s : 29: predicate.compare_switch_simplify 1.25% : 0.000004s : 29: predicate.depend_value_elim 1.26% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.39% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.40% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.27% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.06% : 0.000000s : 1: predicate.elim_not_effective 0.15% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.32% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.21% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.32% : 0.000004s : 29: predicate.environ_get_depend_swap 1.34% : 0.000004s : 29: predicate.environ_get_eliminate 10.12% : 0.000032s : 29: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.75% : 0.000002s : 14: predicate.get_grad_eliminate 0.11% : 0.000000s : 1: predicate.graph_param_transform 4.02% : 0.000013s : 46: predicate.inline 2.25% : 0.000007s : 38: predicate.inline_without_move 0.37% : 0.000001s : 14: predicate.j_node_and_user_rematch 0.89% : 0.000003s : 14: predicate.less_batch_normalization 1.50% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.42% : 0.000004s : 31: predicate.load_eliminater 0.50% : 0.000002s : 1: predicate.loop_unroll_after_grad 4.33% : 0.000014s : 78: predicate.loop_unroll_before_grad 1.60% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.24% : 0.000004s : 29: predicate.merge_addn 1.24% : 0.000004s : 29: predicate.minmaximum_grad 0.64% : 0.000002s : 1: predicate.mutable_eliminate 0.13% : 0.000000s : 1: predicate.opt_reshape 1.82% : 0.000006s : 31: predicate.partial_eliminate 1.22% : 0.000004s : 29: predicate.print_const_string_wrapper 1.66% : 0.000005s : 29: predicate.reduce_eliminate 1.48% : 0.000005s : 30: predicate.redundant_stop_gradient_eliminater 0.52% : 0.000002s : 14: predicate.remove_not_recompute_node 1.46% : 0.000005s : 32: predicate.replace_applicator 1.30% : 0.000004s : 38: predicate.replace_old_param 0.08% : 0.000000s : 1: predicate.reset_defer_inline 1.56% : 0.000005s : 29: predicate.reshape_eliminate 1.32% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.24% : 0.000001s : 1: predicate.row_tensor_eliminate 1.38% : 0.000004s : 29: predicate.same_eliminate 0.44% : 0.000001s : 14: predicate.set_cell_output_no_recompute 0.25% : 0.000001s : 2: predicate.special_op_eliminate 0.84% : 0.000003s : 14: predicate.specialize_transform 1.57% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.33% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.65% : 0.000008s : 44: predicate.switch_defer_inline 2.39% : 0.000008s : 44: predicate.switch_layer_defer_inline 7.71% : 0.000024s : 129: predicate.switch_simplify 1.38% : 0.000004s : 29: predicate.tile_eliminate 1.34% : 0.000004s : 29: predicate.transpose_eliminate 1.64% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.59% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 2.67% : 0.000008s : 32: predicate.tuple_list_get_item_eliminator 1.76% : 0.000006s : 29: predicate.tuple_list_set_item_eliminator 1.51% : 0.000005s : 30: predicate.tuple_to_list_eliminator_ 1.51% : 0.000005s : 31: predicate.updatestate_pure_node_eliminater 2.27% : 0.000007s : 45: predicate.updatestate_useless_node_eliminater 1.52% : 0.000005s : 29: predicate.value_based_eliminate 0.07% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.14% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.212203 47 99.65% : 0.211465s : 30: func_graph_cloner_run.FuncGraphClonerGraph 0.35% : 0.000738s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.322699 76 0.00% : 0.000044s : 1: add_recomputation 0.01% : 0.000196s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.03% : 0.000353s : 1: bootstrap 0.00% : 0.000031s : 1: cconv 0.00% : 0.000014s : 1: convert_after_rewriter 0.00% : 0.000024s : 1: cse_after_recomputation 0.00% : 0.000007s : 1: environ_conv 0.04% : 0.000577s : 1: event_method 0.00% : 0.000004s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 14.02% : 0.185484s : 1: jit_opt_a 0.01% : 0.000142s : 1: jit_opt_after_cconv 0.00% : 0.000053s : 1: jit_opt_b 0.03% : 0.000462s : 1: loop_unroll 0.05% : 0.000690s : 1: mutable_eliminate 0.18% : 0.002375s : 26: opt.transform.jit_opt_a 0.00% : 0.000039s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.00% : 0.000018s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000490s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.01% : 0.000069s : 1: py_interpret_to_execute 0.00% : 0.000015s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 13.23% : 0.175004s : 1: renormalize.infer 0.07% : 0.000917s : 1: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000397s : 1: rewriter_after_opt_a 0.01% : 0.000187s : 1: rewriter_before_opt_a 0.01% : 0.000077s : 1: symbol_engine_optimizer 0.00% : 0.000027s : 1: task_emit 72.18% : 0.954786s : 1: type_inference 0.00% : 0.000050s : 1: validate TotalTime = 0.973148, [33] [bootstrap]: 0.00031099 [type_inference]: 0.630828 [event_method]: 2.044e-05 [auto_monad]: 0.00021581 [graph_reusing]: 7e-06 [pre_auto_parallel]: 3.5e-06 [py_interpret_to_execute]: 0.00035961 [rewriter_before_opt_a]: 9.022e-05 [expand_dump_flag]: 4.38999e-06 [jit_opt_a]: 0.232446, [2] [Cycle 1]: 0.00354742, [27] [switch_simplify]: 6.908e-05 [loop_unroll]: 3.462e-05 [a_1]: 0.00065266 [with_stream_mark]: 2.749e-05 [recompute_prepare]: 1.045e-05 [updatestate_depend_eliminate]: 4.79998e-06 [updatestate_assign_eliminate]: 3.72002e-06 [updatestate_loads_eliminate]: 2.98e-06 [parameter_eliminate]: 1.92999e-06 [specialize_transform]: 7.48e-06 [updatestate_useless_node_eliminater]: 7.08e-06 [accelerated_algorithm]: 7.15e-06 [meta_shard_fg_expand]: 2.71999e-06 [get_grad_eliminate_]: 7.08998e-06 [merge_forward]: 3.92998e-06 [cell_reuse_recompute_pass]: 1.24e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.732e-05 [j_node_and_user_rematch]: 1.125e-05 [meta_fg_expand]: 3.21001e-06 [replace_old_param]: 1.142e-05 [inline_without_move]: 7.26001e-06 [renormalize]: 0.00236885 [add_forward_monad_depend]: 7.21999e-06 [auto_monad_grad]: 2.57001e-06 [auto_monad_eliminator]: 1.844e-05 [cse]: 3.297e-05 [replace_applicator]: 1.656e-05 [Cycle 2]: 0.00048396, [27] [switch_simplify]: 8.70001e-06 [loop_unroll]: 7.33e-06 [a_1]: 0.00016504 [with_stream_mark]: 1.35e-05 [recompute_prepare]: 3.235e-05 [updatestate_depend_eliminate]: 4.18999e-06 [updatestate_assign_eliminate]: 3.25e-06 [updatestate_loads_eliminate]: 2.34001e-06 [parameter_eliminate]: 1.50999e-06 [specialize_transform]: 8.02998e-06 [updatestate_useless_node_eliminater]: 7.06001e-06 [accelerated_algorithm]: 6.81999e-06 [meta_shard_fg_expand]: 1.90001e-06 [get_grad_eliminate_]: 6.63e-06 [merge_forward]: 3.98001e-06 [cell_reuse_recompute_pass]: 3.19001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.554e-05 [j_node_and_user_rematch]: 1.003e-05 [meta_fg_expand]: 2.34001e-06 [replace_old_param]: 1.043e-05 [inline_without_move]: 6.29001e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.49e-06 [auto_monad_grad]: 1.02e-06 [auto_monad_eliminator]: 7.16001e-06 [cse]: 1.648e-05 [replace_applicator]: 6.41e-06 [py_interpret_to_execute_after_opt_a]: 1.441e-05 [rewriter_after_opt_a]: 4.064e-05 [convert_after_rewriter]: 7.42002e-06 [order_py_execute_after_rewriter]: 5.54998e-06 [mutable_eliminate]: 0.00061741 [jit_opt_b]: 6.265e-05, [1] [Cycle 1]: 5.481e-05, [2] [frontend_op_eliminate]: 2.146e-05 [inline_after_opt_a]: 2.013e-05 [cconv]: 2.776e-05 [loop_unroll]: 0.00046145 [jit_opt_after_cconv]: 0.00016813, [1] [Cycle 1]: 0.00016131, [11] [c_1]: 3.012e-05 [parameter_eliminate]: 2.76999e-06 [updatestate_depend_eliminate]: 6.62002e-06 [updatestate_assign_eliminate]: 2.54999e-06 [updatestate_loads_eliminate]: 2.34001e-06 [cse]: 2.089e-05 [call_graph_tuple_transform]: 2.392e-05 [tuple_list_get_item_eliminator]: 7.12002e-06 [none_parameter_eliminate]: 1.74e-06 [renormalize]: 8.30012e-07 [switch_simplify]: 6.98998e-06 [remove_dup_value]: 1.662e-05 [partial_unused_args_eliminate]: 2.54001e-06 [environ_conv]: 8.90001e-06 [add_recomputation]: 5.627e-05 [cse_after_recomputation]: 2.467e-05, [1] [Cycle 1]: 1.901e-05, [1] [cse]: 1.193e-05 [auto_monad_reorder]: 1.609e-05 [get_jit_bprop_graph]: 2.41e-06 [rewriter_after_jit_bprop_graph]: 5.15999e-06 [opt_after_jit_grad]: 0.00050671 [symbol_engine_optimizer]: 9.023e-05, [1] [Cycle 1]: 8.363e-05, [6] [build]: 4.05e-06 [elim_shapecalc]: 1.006e-05 [elim_not_effective]: 1.553e-05 [opt_reshape]: 1.127e-05 [fold_const_symbol]: 1.077e-05 [renormalize]: 4.59986e-07 [validate]: 5.064e-05 [backend_pass]: 1.16002e-06 [task_emit]: 0.106432 [execute]: 1.068e-05 Sums bootstrap : 0.000311s : 0.04% type_inference : 0.630828s : 84.79% event_method : 0.000020s : 0.00% auto_monad : 0.000216s : 0.03% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000360s : 0.05% rewriter_before_opt_a : 0.000090s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000078s : 0.01% jit_opt_a.loop_unroll : 0.000042s : 0.01% jit_opt_a.a_1 : 0.000818s : 0.11% jit_opt_a.with_stream_mark : 0.000041s : 0.01% jit_opt_a.recompute_prepare : 0.000043s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_a.parameter_eliminate : 0.000003s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000014s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000033s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000021s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000014s : 0.00% jit_opt_a.renormalize : 0.002369s : 0.32% jit_opt_a.add_forward_monad_depend : 0.000009s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000049s : 0.01% jit_opt_a.replace_applicator : 0.000023s : 0.00% py_interpret_to_execute_after_opt_a : 0.000014s : 0.00% rewriter_after_opt_a : 0.000041s : 0.01% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000617s : 0.08% jit_opt_b.frontend_op_eliminate : 0.000021s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000028s : 0.00% loop_unroll : 0.000461s : 0.06% jit_opt_after_cconv.c_1 : 0.000030s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000021s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000056s : 0.01% cse_after_recomputation.cse : 0.000012s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000507s : 0.07% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000051s : 0.01% backend_pass : 0.000001s : 0.00% task_emit : 0.106432s : 14.30% execute : 0.000011s : 0.00% Time group info: ------[substitution.] 0.000237 28 0.81% : 0.000002s : 2: substitution.elim_not_effective 0.53% : 0.000001s : 2: substitution.fold_const_symbol 2.76% : 0.000007s : 4: substitution.graph_param_transform 77.63% : 0.000184s : 5: substitution.inline 1.33% : 0.000003s : 4: substitution.j_node_and_user_rematch 0.47% : 0.000001s : 1: substitution.opt_reshape 2.17% : 0.000005s : 4: substitution.remove_not_recompute_node 2.44% : 0.000006s : 2: substitution.replace_old_param 8.44% : 0.000020s : 3: substitution.reshape_eliminate 3.42% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.630747 2 99.69% : 0.628807s : 1: type_inference.infer 0.31% : 0.001940s : 1: type_inference.specialize ------[replace.] 0.000062 6 84.67% : 0.000052s : 5: replace.inline 15.33% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000188 6 96.12% : 0.000181s : 5: match.inline 3.88% : 0.000007s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000152 867 1.29% : 0.000002s : 13: predicate.accumulaten_eliminater 1.33% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.07% : 0.000002s : 13: predicate.addn_check_dump 1.28% : 0.000002s : 13: predicate.addn_zero_filter 1.98% : 0.000003s : 13: predicate.arithmetic_simplify 1.23% : 0.000002s : 13: predicate.cast_eliminate 0.52% : 0.000001s : 4: predicate.check_bprop_eliminate 1.15% : 0.000002s : 13: predicate.compare_switch_simplify 1.16% : 0.000002s : 13: predicate.depend_value_elim 1.14% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.52% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.48% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.84% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.35% : 0.000001s : 4: predicate.elim_not_effective 0.60% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.29% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.16% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.21% : 0.000002s : 13: predicate.environ_get_depend_swap 1.28% : 0.000002s : 13: predicate.environ_get_eliminate 1.17% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 4: predicate.fold_const_symbol 0.96% : 0.000001s : 8: predicate.get_grad_eliminate 0.29% : 0.000000s : 4: predicate.graph_param_transform 5.34% : 0.000008s : 27: predicate.inline 0.91% : 0.000001s : 8: predicate.inline_without_move 0.43% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.31% : 0.000002s : 8: predicate.less_batch_normalization 1.67% : 0.000003s : 14: predicate.list_to_tuple_eliminator_ 1.75% : 0.000003s : 18: predicate.load_eliminater 1.28% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.68% : 0.000006s : 37: predicate.loop_unroll_before_grad 2.00% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.09% : 0.000002s : 13: predicate.merge_addn 1.06% : 0.000002s : 13: predicate.minmaximum_grad 1.49% : 0.000002s : 4: predicate.mutable_eliminate 0.66% : 0.000001s : 4: predicate.opt_reshape 2.16% : 0.000003s : 18: predicate.partial_eliminate 1.27% : 0.000002s : 13: predicate.print_const_string_wrapper 1.73% : 0.000003s : 13: predicate.reduce_eliminate 1.35% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.55% : 0.000001s : 8: predicate.remove_not_recompute_node 1.83% : 0.000003s : 22: predicate.replace_applicator 0.56% : 0.000001s : 8: predicate.replace_old_param 0.35% : 0.000001s : 4: predicate.reset_defer_inline 1.74% : 0.000003s : 13: predicate.reshape_eliminate 1.22% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.70% : 0.000001s : 4: predicate.row_tensor_eliminate 1.35% : 0.000002s : 13: predicate.same_eliminate 0.71% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.04% : 0.000002s : 8: predicate.special_op_eliminate 0.96% : 0.000001s : 8: predicate.specialize_transform 1.77% : 0.000003s : 13: predicate.split_environ_get_set_with_tuple_value 1.33% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.46% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.32% : 0.000004s : 19: predicate.switch_defer_inline 2.40% : 0.000004s : 19: predicate.switch_layer_defer_inline 7.22% : 0.000011s : 60: predicate.switch_simplify 1.28% : 0.000002s : 13: predicate.tile_eliminate 1.24% : 0.000002s : 13: predicate.transpose_eliminate 1.70% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.44% : 0.000002s : 13: predicate.tuple_list_get_item_depend_reorder 3.66% : 0.000006s : 22: predicate.tuple_list_get_item_eliminator 1.69% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.49% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.65% : 0.000003s : 18: predicate.updatestate_pure_node_eliminater 2.87% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.71% : 0.000003s : 13: predicate.value_based_eliminate 0.37% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.65% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002382 23 70.49% : 0.001679s : 16: func_graph_cloner_run.FuncGraphClonerGraph 29.51% : 0.000703s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.976773 76 0.01% : 0.000059s : 1: add_recomputation 0.02% : 0.000223s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.03% : 0.000331s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000027s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.00% : 0.000026s : 1: event_method 0.00% : 0.000016s : 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 23.80% : 0.232449s : 1: jit_opt_a 0.02% : 0.000171s : 1: jit_opt_after_cconv 0.01% : 0.000065s : 1: jit_opt_b 0.05% : 0.000469s : 1: loop_unroll 0.06% : 0.000626s : 1: mutable_eliminate 0.11% : 0.001114s : 26: opt.transform.jit_opt_a 0.01% : 0.000064s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000035s : 4: opt.transform.jit_opt_b 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000015s : 1: opt.transform.mutable_eliminate 0.00% : 0.000029s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000043s : 4: opt.transform.symbol_engine_opt 0.05% : 0.000514s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.04% : 0.000366s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000019s : 1: remove_dup_value 0.16% : 0.001578s : 1: renormalize.infer 0.08% : 0.000780s : 1: renormalize.specialize 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000043s : 1: rewriter_after_opt_a 0.01% : 0.000095s : 1: rewriter_before_opt_a 0.01% : 0.000093s : 1: symbol_engine_optimizer 10.90% : 0.106451s : 1: task_emit 64.59% : 0.630849s : 1: type_inference 0.01% : 0.000071s : 1: validate TotalTime = 4.59482, [33] [bootstrap]: 0.00028454 [type_inference]: 4.27586 [event_method]: 0.00048826 [auto_monad]: 0.00016678 [graph_reusing]: 9.93002e-06 [pre_auto_parallel]: 4.22e-06 [py_interpret_to_execute]: 6.633e-05 [rewriter_before_opt_a]: 0.00017875 [expand_dump_flag]: 4.66002e-06 [jit_opt_a]: 0.314453, [2] [Cycle 1]: 0.310059, [27] [switch_simplify]: 0.00020833 [loop_unroll]: 7.309e-05 [a_1]: 0.00198502 [with_stream_mark]: 3.141e-05 [recompute_prepare]: 2.569e-05 [updatestate_depend_eliminate]: 9.71e-06 [updatestate_assign_eliminate]: 7.58001e-06 [updatestate_loads_eliminate]: 6.96001e-06 [parameter_eliminate]: 3.55e-06 [specialize_transform]: 1.776e-05 [updatestate_useless_node_eliminater]: 1.579e-05 [accelerated_algorithm]: 1.627e-05 [meta_shard_fg_expand]: 6.24001e-06 [get_grad_eliminate_]: 1.551e-05 [merge_forward]: 9.64e-06 [cell_reuse_recompute_pass]: 1.10999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.275e-05 [j_node_and_user_rematch]: 2.856e-05 [meta_fg_expand]: 0.295158 [replace_old_param]: 8.953e-05 [inline_without_move]: 7.396e-05 [renormalize]: 0.0118813 [add_forward_monad_depend]: 7.36001e-06 [auto_monad_grad]: 3.14001e-06 [auto_monad_eliminator]: 1.604e-05 [cse]: 3.028e-05 [replace_applicator]: 1.998e-05 [Cycle 2]: 0.00050607, [27] [switch_simplify]: 6.32001e-06 [loop_unroll]: 5.00999e-06 [a_1]: 5.855e-05 [with_stream_mark]: 1.406e-05 [recompute_prepare]: 4.85001e-06 [updatestate_depend_eliminate]: 4.17003e-06 [updatestate_assign_eliminate]: 2.82002e-06 [updatestate_loads_eliminate]: 2.38002e-06 [parameter_eliminate]: 2.39999e-06 [specialize_transform]: 4.42e-06 [updatestate_useless_node_eliminater]: 3.97e-06 [accelerated_algorithm]: 4.13999e-06 [meta_shard_fg_expand]: 2.14e-06 [get_grad_eliminate_]: 3.68999e-06 [merge_forward]: 3.73001e-06 [cell_reuse_recompute_pass]: 3.11999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.709e-05 [j_node_and_user_rematch]: 7.55998e-06 [meta_fg_expand]: 0.00018244 [replace_old_param]: 6.91999e-06 [inline_without_move]: 5.10999e-06 [renormalize]: 1.8999e-07 [add_forward_monad_depend]: 2.79001e-06 [auto_monad_grad]: 1.05999e-06 [auto_monad_eliminator]: 6.07001e-06 [cse]: 1.425e-05 [replace_applicator]: 4.35e-06 [py_interpret_to_execute_after_opt_a]: 1.328e-05 [rewriter_after_opt_a]: 0.00044853 [convert_after_rewriter]: 1.196e-05 [order_py_execute_after_rewriter]: 5.05999e-06 [mutable_eliminate]: 0.00098334 [jit_opt_b]: 5.294e-05, [1] [Cycle 1]: 4.392e-05, [2] [frontend_op_eliminate]: 1.454e-05 [inline_after_opt_a]: 1.611e-05 [cconv]: 2.901e-05 [loop_unroll]: 0.00056267 [jit_opt_after_cconv]: 0.00015206, [1] [Cycle 1]: 0.00014504, [11] [c_1]: 1.791e-05 [parameter_eliminate]: 4.13001e-06 [updatestate_depend_eliminate]: 8.05999e-06 [updatestate_assign_eliminate]: 2.21003e-06 [updatestate_loads_eliminate]: 1.87001e-06 [cse]: 2.363e-05 [call_graph_tuple_transform]: 1.882e-05 [tuple_list_get_item_eliminator]: 4.67e-06 [none_parameter_eliminate]: 2.26e-06 [renormalize]: 3.19997e-07 [switch_simplify]: 4.90999e-06 [remove_dup_value]: 1.663e-05 [partial_unused_args_eliminate]: 2.39999e-06 [environ_conv]: 6.14001e-06 [add_recomputation]: 4.234e-05 [cse_after_recomputation]: 2.306e-05, [1] [Cycle 1]: 1.643e-05, [1] [cse]: 9.76e-06 [auto_monad_reorder]: 1.406e-05 [get_jit_bprop_graph]: 2.13002e-06 [rewriter_after_jit_bprop_graph]: 6.89999e-06 [opt_after_jit_grad]: 0.00054004 [symbol_engine_optimizer]: 7.734e-05, [1] [Cycle 1]: 7.058e-05, [6] [build]: 5.09e-06 [elim_shapecalc]: 7.5e-06 [elim_not_effective]: 1.335e-05 [opt_reshape]: 5.14e-06 [fold_const_symbol]: 7.28e-06 [renormalize]: 1.02e-06 [validate]: 3.665e-05 [backend_pass]: 1.09e-06 [task_emit]: 3.215e-05 [execute]: 1.44e-06 Sums bootstrap : 0.000285s : 0.01% type_inference : 4.275860s : 93.15% event_method : 0.000488s : 0.01% auto_monad : 0.000167s : 0.00% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000066s : 0.00% rewriter_before_opt_a : 0.000179s : 0.00% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000215s : 0.00% jit_opt_a.loop_unroll : 0.000078s : 0.00% jit_opt_a.a_1 : 0.002044s : 0.04% jit_opt_a.with_stream_mark : 0.000045s : 0.00% jit_opt_a.recompute_prepare : 0.000031s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000020s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000019s : 0.00% jit_opt_a.merge_forward : 0.000013s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000050s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000036s : 0.00% jit_opt_a.meta_fg_expand : 0.295340s : 6.43% jit_opt_a.replace_old_param : 0.000096s : 0.00% jit_opt_a.inline_without_move : 0.000079s : 0.00% jit_opt_a.renormalize : 0.011881s : 0.26% jit_opt_a.add_forward_monad_depend : 0.000010s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000022s : 0.00% jit_opt_a.cse : 0.000045s : 0.00% jit_opt_a.replace_applicator : 0.000024s : 0.00% py_interpret_to_execute_after_opt_a : 0.000013s : 0.00% rewriter_after_opt_a : 0.000449s : 0.01% convert_after_rewriter : 0.000012s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000983s : 0.02% jit_opt_b.frontend_op_eliminate : 0.000015s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000029s : 0.00% loop_unroll : 0.000563s : 0.01% jit_opt_after_cconv.c_1 : 0.000018s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000024s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000019s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000042s : 0.00% cse_after_recomputation.cse : 0.000010s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000540s : 0.01% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000013s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000037s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.000032s : 0.00% execute : 0.000001s : 0.00% Time group info: ------[substitution.] 0.000457 69 0.46% : 0.000002s : 1: substitution.elim_not_effective 0.24% : 0.000001s : 1: substitution.fold_const_symbol 1.10% : 0.000005s : 1: substitution.graph_param_transform 70.54% : 0.000322s : 14: substitution.inline 5.49% : 0.000025s : 2: substitution.inline_without_move 1.78% : 0.000008s : 9: substitution.j_node_and_user_rematch 0.87% : 0.000004s : 2: substitution.minmaximum_grad 1.85% : 0.000008s : 9: substitution.partial_eliminate 1.76% : 0.000008s : 9: substitution.remove_not_recompute_node 0.62% : 0.000003s : 1: substitution.replace_applicator 1.52% : 0.000007s : 7: substitution.replace_old_param 2.75% : 0.000013s : 2: substitution.reshape_eliminate 0.77% : 0.000004s : 1: substitution.set_cell_output_no_recompute 3.33% : 0.000015s : 3: substitution.switch_simplify 2.03% : 0.000009s : 2: substitution.tuple_list_convert_item_index_to_positive 1.32% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 3.55% : 0.000016s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 4.275728 2 82.70% : 3.536000s : 1: type_inference.infer 17.30% : 0.739728s : 1: type_inference.specialize ------[replace.] 0.000189 18 60.02% : 0.000113s : 14: replace.inline 31.57% : 0.000060s : 3: replace.switch_simplify 8.41% : 0.000016s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000332 18 94.72% : 0.000314s : 14: match.inline 3.94% : 0.000013s : 3: match.switch_simplify 1.35% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000288 1710 1.39% : 0.000004s : 29: predicate.accumulaten_eliminater 0.54% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.32% : 0.000004s : 29: predicate.addn_check_dump 1.46% : 0.000004s : 29: predicate.addn_zero_filter 1.89% : 0.000005s : 29: predicate.arithmetic_simplify 1.48% : 0.000004s : 29: predicate.cast_eliminate 0.15% : 0.000000s : 1: predicate.check_bprop_eliminate 1.53% : 0.000004s : 29: predicate.compare_switch_simplify 1.36% : 0.000004s : 29: predicate.depend_value_elim 1.47% : 0.000004s : 29: predicate.dict_get_item_const_eliminator 1.51% : 0.000004s : 29: predicate.dict_get_item_eliminator 1.37% : 0.000004s : 29: predicate.dict_set_item_eliminator 0.36% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.14% : 0.000000s : 1: predicate.elim_not_effective 0.28% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.51% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.31% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.30% : 0.000004s : 29: predicate.environ_get_depend_swap 1.46% : 0.000004s : 29: predicate.environ_get_eliminate 1.34% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.85% : 0.000002s : 14: predicate.get_grad_eliminate 0.12% : 0.000000s : 1: predicate.graph_param_transform 4.73% : 0.000014s : 46: predicate.inline 2.79% : 0.000008s : 38: predicate.inline_without_move 0.41% : 0.000001s : 14: predicate.j_node_and_user_rematch 1.05% : 0.000003s : 14: predicate.less_batch_normalization 1.55% : 0.000004s : 30: predicate.list_to_tuple_eliminator_ 1.64% : 0.000005s : 31: predicate.load_eliminater 0.48% : 0.000001s : 1: predicate.loop_unroll_after_grad 4.16% : 0.000012s : 78: predicate.loop_unroll_before_grad 1.70% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.34% : 0.000004s : 29: predicate.merge_addn 1.39% : 0.000004s : 29: predicate.minmaximum_grad 0.91% : 0.000003s : 1: predicate.mutable_eliminate 0.15% : 0.000000s : 1: predicate.opt_reshape 2.11% : 0.000006s : 31: predicate.partial_eliminate 1.41% : 0.000004s : 29: predicate.print_const_string_wrapper 1.85% : 0.000005s : 29: predicate.reduce_eliminate 1.66% : 0.000005s : 30: predicate.redundant_stop_gradient_eliminater 0.60% : 0.000002s : 14: predicate.remove_not_recompute_node 1.53% : 0.000004s : 32: predicate.replace_applicator 1.67% : 0.000005s : 38: predicate.replace_old_param 0.07% : 0.000000s : 1: predicate.reset_defer_inline 1.83% : 0.000005s : 29: predicate.reshape_eliminate 1.48% : 0.000004s : 29: predicate.row_tensor_add_zeros_like 0.32% : 0.000001s : 1: predicate.row_tensor_eliminate 1.42% : 0.000004s : 29: predicate.same_eliminate 0.50% : 0.000001s : 14: predicate.set_cell_output_no_recompute 0.21% : 0.000001s : 2: predicate.special_op_eliminate 0.83% : 0.000002s : 14: predicate.specialize_transform 1.61% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.36% : 0.000004s : 29: predicate.stack_unstack_eliminate 0.09% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.95% : 0.000008s : 44: predicate.switch_defer_inline 2.48% : 0.000007s : 44: predicate.switch_layer_defer_inline 7.83% : 0.000023s : 129: predicate.switch_simplify 1.37% : 0.000004s : 29: predicate.tile_eliminate 1.38% : 0.000004s : 29: predicate.transpose_eliminate 1.79% : 0.000005s : 29: predicate.tuple_list_convert_item_index_to_positive 1.60% : 0.000005s : 29: predicate.tuple_list_get_item_depend_reorder 3.21% : 0.000009s : 32: predicate.tuple_list_get_item_eliminator 1.99% : 0.000006s : 29: predicate.tuple_list_set_item_eliminator 2.04% : 0.000006s : 30: predicate.tuple_to_list_eliminator_ 1.50% : 0.000004s : 31: predicate.updatestate_pure_node_eliminater 2.73% : 0.000008s : 45: predicate.updatestate_useless_node_eliminater 1.73% : 0.000005s : 29: predicate.value_based_eliminate 0.06% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.33% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.297164 47 99.78% : 0.296502s : 30: func_graph_cloner_run.FuncGraphClonerGraph 0.22% : 0.000662s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 4.609463 76 0.00% : 0.000045s : 1: add_recomputation 0.00% : 0.000173s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.01% : 0.000307s : 1: bootstrap 0.00% : 0.000032s : 1: cconv 0.00% : 0.000015s : 1: convert_after_rewriter 0.00% : 0.000026s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000499s : 1: event_method 0.00% : 0.000004s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 6.82% : 0.314457s : 1: jit_opt_a 0.00% : 0.000155s : 1: jit_opt_after_cconv 0.00% : 0.000056s : 1: jit_opt_b 0.01% : 0.000571s : 1: loop_unroll 0.02% : 0.000994s : 1: mutable_eliminate 0.06% : 0.002685s : 26: opt.transform.jit_opt_a 0.00% : 0.000042s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000022s : 4: opt.transform.jit_opt_b 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000020s : 1: opt.transform.mutable_eliminate 0.00% : 0.000019s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000029s : 4: opt.transform.symbol_engine_opt 0.01% : 0.000549s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000070s : 1: py_interpret_to_execute 0.00% : 0.000016s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000019s : 1: remove_dup_value 0.24% : 0.011107s : 1: renormalize.infer 0.02% : 0.000761s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000455s : 1: rewriter_after_opt_a 0.00% : 0.000182s : 1: rewriter_before_opt_a 0.00% : 0.000080s : 1: symbol_engine_optimizer 0.00% : 0.000039s : 1: task_emit 92.76% : 4.275883s : 1: type_inference 0.00% : 0.000057s : 1: validate TotalTime = 3.90499, [33] [bootstrap]: 0.00027671 [type_inference]: 3.06552 [event_method]: 2.344e-05 [auto_monad]: 8.24e-05 [graph_reusing]: 7e-06 [pre_auto_parallel]: 2.78e-06 [py_interpret_to_execute]: 0.00038261 [rewriter_before_opt_a]: 9.531e-05 [expand_dump_flag]: 3.58999e-06 [jit_opt_a]: 0.00865055, [2] [Cycle 1]: 0.00442863, [27] [switch_simplify]: 6.366e-05 [loop_unroll]: 3.438e-05 [a_1]: 0.00065519 [with_stream_mark]: 2.584e-05 [recompute_prepare]: 1.047e-05 [updatestate_depend_eliminate]: 4.50001e-06 [updatestate_assign_eliminate]: 3.26001e-06 [updatestate_loads_eliminate]: 3.83999e-06 [parameter_eliminate]: 2.07001e-06 [specialize_transform]: 8.15e-06 [updatestate_useless_node_eliminater]: 6.98e-06 [accelerated_algorithm]: 7.10002e-06 [meta_shard_fg_expand]: 2.53e-06 [get_grad_eliminate_]: 7.1e-06 [merge_forward]: 4.21001e-06 [cell_reuse_recompute_pass]: 1.44e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.641e-05 [j_node_and_user_rematch]: 1.126e-05 [meta_fg_expand]: 3.13e-06 [replace_old_param]: 1.188e-05 [inline_without_move]: 7.35e-06 [renormalize]: 0.00325025 [add_forward_monad_depend]: 7.07002e-06 [auto_monad_grad]: 3.09001e-06 [auto_monad_eliminator]: 1.841e-05 [cse]: 3.599e-05 [replace_applicator]: 1.881e-05 [Cycle 2]: 0.00043205, [27] [switch_simplify]: 7.91001e-06 [loop_unroll]: 6.81001e-06 [a_1]: 0.00015269 [with_stream_mark]: 1.342e-05 [recompute_prepare]: 7.18e-06 [updatestate_depend_eliminate]: 3.3e-06 [updatestate_assign_eliminate]: 3.33998e-06 [updatestate_loads_eliminate]: 2.83e-06 [parameter_eliminate]: 1.82999e-06 [specialize_transform]: 6.42001e-06 [updatestate_useless_node_eliminater]: 6.73e-06 [accelerated_algorithm]: 6.68003e-06 [meta_shard_fg_expand]: 2.06e-06 [get_grad_eliminate_]: 6.05002e-06 [merge_forward]: 3.86001e-06 [cell_reuse_recompute_pass]: 1.95001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.447e-05 [j_node_and_user_rematch]: 1.028e-05 [meta_fg_expand]: 2.32001e-06 [replace_old_param]: 9.69999e-06 [inline_without_move]: 6.23e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.37e-06 [auto_monad_grad]: 9.10019e-07 [auto_monad_eliminator]: 6.38998e-06 [cse]: 1.57e-05 [replace_applicator]: 7.36999e-06 [py_interpret_to_execute_after_opt_a]: 1.408e-05 [rewriter_after_opt_a]: 3.856e-05 [convert_after_rewriter]: 6.94999e-06 [order_py_execute_after_rewriter]: 5.20001e-06 [mutable_eliminate]: 0.00062968 [jit_opt_b]: 6.349e-05, [1] [Cycle 1]: 5.547e-05, [2] [frontend_op_eliminate]: 2.207e-05 [inline_after_opt_a]: 1.971e-05 [cconv]: 2.671e-05 [loop_unroll]: 0.00052542 [jit_opt_after_cconv]: 0.00017361, [1] [Cycle 1]: 0.00016561, [11] [c_1]: 2.979e-05 [parameter_eliminate]: 2.99999e-06 [updatestate_depend_eliminate]: 7.36999e-06 [updatestate_assign_eliminate]: 2.41998e-06 [updatestate_loads_eliminate]: 2.45002e-06 [cse]: 2.377e-05 [call_graph_tuple_transform]: 2.428e-05 [tuple_list_get_item_eliminator]: 7.83999e-06 [none_parameter_eliminate]: 1.64e-06 [renormalize]: 6.29982e-07 [switch_simplify]: 6.99001e-06 [remove_dup_value]: 1.721e-05 [partial_unused_args_eliminate]: 2.31e-06 [environ_conv]: 1.052e-05 [add_recomputation]: 5.487e-05 [cse_after_recomputation]: 2.646e-05, [1] [Cycle 1]: 2.051e-05, [1] [cse]: 1.392e-05 [auto_monad_reorder]: 1.761e-05 [get_jit_bprop_graph]: 2.24999e-06 [rewriter_after_jit_bprop_graph]: 5.04998e-06 [opt_after_jit_grad]: 0.00051772 [symbol_engine_optimizer]: 8.881e-05, [1] [Cycle 1]: 8.254e-05, [6] [build]: 5.07999e-06 [elim_shapecalc]: 9.52999e-06 [elim_not_effective]: 1.509e-05 [opt_reshape]: 1.081e-05 [fold_const_symbol]: 1.087e-05 [renormalize]: 5.40022e-07 [validate]: 4.912e-05 [backend_pass]: 1.02e-06 [task_emit]: 0.827415 [execute]: 8.89e-06 Sums bootstrap : 0.000277s : 0.01% type_inference : 3.065521s : 78.59% event_method : 0.000023s : 0.00% auto_monad : 0.000082s : 0.00% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000383s : 0.01% rewriter_before_opt_a : 0.000095s : 0.00% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000072s : 0.00% jit_opt_a.loop_unroll : 0.000041s : 0.00% jit_opt_a.a_1 : 0.000808s : 0.02% jit_opt_a.with_stream_mark : 0.000039s : 0.00% jit_opt_a.recompute_prepare : 0.000018s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000015s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000031s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000022s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000014s : 0.00% jit_opt_a.renormalize : 0.003250s : 0.08% jit_opt_a.add_forward_monad_depend : 0.000008s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000025s : 0.00% jit_opt_a.cse : 0.000052s : 0.00% jit_opt_a.replace_applicator : 0.000026s : 0.00% py_interpret_to_execute_after_opt_a : 0.000014s : 0.00% rewriter_after_opt_a : 0.000039s : 0.00% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000630s : 0.02% jit_opt_b.frontend_op_eliminate : 0.000022s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000027s : 0.00% loop_unroll : 0.000525s : 0.01% jit_opt_after_cconv.c_1 : 0.000030s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000024s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000011s : 0.00% add_recomputation : 0.000055s : 0.00% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000018s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000518s : 0.01% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000015s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000049s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.827415s : 21.21% execute : 0.000009s : 0.00% Time group info: ------[substitution.] 0.000236 28 0.83% : 0.000002s : 2: substitution.elim_not_effective 0.88% : 0.000002s : 2: substitution.fold_const_symbol 2.83% : 0.000007s : 4: substitution.graph_param_transform 76.38% : 0.000180s : 5: substitution.inline 1.79% : 0.000004s : 4: substitution.j_node_and_user_rematch 0.67% : 0.000002s : 1: substitution.opt_reshape 1.95% : 0.000005s : 4: substitution.remove_not_recompute_node 2.08% : 0.000005s : 2: substitution.replace_old_param 9.03% : 0.000021s : 3: substitution.reshape_eliminate 3.57% : 0.000008s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 3.065373 2 76.31% : 2.339133s : 1: type_inference.infer 23.69% : 0.726240s : 1: type_inference.specialize ------[replace.] 0.000062 6 84.90% : 0.000053s : 5: replace.inline 15.10% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000184 6 95.84% : 0.000176s : 5: match.inline 4.16% : 0.000008s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000154 867 1.32% : 0.000002s : 13: predicate.accumulaten_eliminater 1.06% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.10% : 0.000002s : 13: predicate.addn_check_dump 1.38% : 0.000002s : 13: predicate.addn_zero_filter 1.98% : 0.000003s : 13: predicate.arithmetic_simplify 1.49% : 0.000002s : 13: predicate.cast_eliminate 0.43% : 0.000001s : 4: predicate.check_bprop_eliminate 1.23% : 0.000002s : 13: predicate.compare_switch_simplify 1.18% : 0.000002s : 13: predicate.depend_value_elim 1.12% : 0.000002s : 13: predicate.dict_get_item_const_eliminator 1.27% : 0.000002s : 13: predicate.dict_get_item_eliminator 1.33% : 0.000002s : 13: predicate.dict_set_item_eliminator 0.88% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.33% : 0.000001s : 4: predicate.elim_not_effective 0.52% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.20% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.19% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.25% : 0.000002s : 13: predicate.environ_get_depend_swap 1.43% : 0.000002s : 13: predicate.environ_get_eliminate 1.18% : 0.000002s : 13: predicate.environ_get_set_eliminate 0.26% : 0.000000s : 4: predicate.fold_const_symbol 1.00% : 0.000002s : 8: predicate.get_grad_eliminate 0.38% : 0.000001s : 4: predicate.graph_param_transform 5.59% : 0.000009s : 27: predicate.inline 0.86% : 0.000001s : 8: predicate.inline_without_move 0.43% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.05% : 0.000002s : 8: predicate.less_batch_normalization 1.45% : 0.000002s : 14: predicate.list_to_tuple_eliminator_ 1.75% : 0.000003s : 18: predicate.load_eliminater 1.42% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.64% : 0.000006s : 37: predicate.loop_unroll_before_grad 2.11% : 0.000003s : 17: predicate.make_slice_get_slice_eliminator 1.16% : 0.000002s : 13: predicate.merge_addn 1.19% : 0.000002s : 13: predicate.minmaximum_grad 1.36% : 0.000002s : 4: predicate.mutable_eliminate 0.57% : 0.000001s : 4: predicate.opt_reshape 2.17% : 0.000003s : 18: predicate.partial_eliminate 1.19% : 0.000002s : 13: predicate.print_const_string_wrapper 1.77% : 0.000003s : 13: predicate.reduce_eliminate 1.38% : 0.000002s : 14: predicate.redundant_stop_gradient_eliminater 0.52% : 0.000001s : 8: predicate.remove_not_recompute_node 2.03% : 0.000003s : 22: predicate.replace_applicator 0.56% : 0.000001s : 8: predicate.replace_old_param 0.31% : 0.000000s : 4: predicate.reset_defer_inline 1.93% : 0.000003s : 13: predicate.reshape_eliminate 1.33% : 0.000002s : 13: predicate.row_tensor_add_zeros_like 0.71% : 0.000001s : 4: predicate.row_tensor_eliminate 1.26% : 0.000002s : 13: predicate.same_eliminate 0.65% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.04% : 0.000002s : 8: predicate.special_op_eliminate 1.06% : 0.000002s : 8: predicate.specialize_transform 1.55% : 0.000002s : 13: predicate.split_environ_get_set_with_tuple_value 1.37% : 0.000002s : 13: predicate.stack_unstack_eliminate 0.40% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.59% : 0.000004s : 19: predicate.switch_defer_inline 2.07% : 0.000003s : 19: predicate.switch_layer_defer_inline 7.03% : 0.000011s : 60: predicate.switch_simplify 1.25% : 0.000002s : 13: predicate.tile_eliminate 1.19% : 0.000002s : 13: predicate.transpose_eliminate 1.79% : 0.000003s : 13: predicate.tuple_list_convert_item_index_to_positive 1.75% : 0.000003s : 13: predicate.tuple_list_get_item_depend_reorder 3.51% : 0.000005s : 22: predicate.tuple_list_get_item_eliminator 2.01% : 0.000003s : 13: predicate.tuple_list_set_item_eliminator 1.38% : 0.000002s : 14: predicate.tuple_to_list_eliminator_ 1.60% : 0.000002s : 18: predicate.updatestate_pure_node_eliminater 2.89% : 0.000004s : 26: predicate.updatestate_useless_node_eliminater 1.59% : 0.000002s : 13: predicate.value_based_eliminate 0.39% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.62% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002247 23 68.69% : 0.001543s : 16: func_graph_cloner_run.FuncGraphClonerGraph 31.31% : 0.000703s : 7: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 3.909451 76 0.00% : 0.000058s : 1: add_recomputation 0.00% : 0.000086s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.01% : 0.000300s : 1: bootstrap 0.00% : 0.000029s : 1: cconv 0.00% : 0.000009s : 1: convert_after_rewriter 0.00% : 0.000029s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.00% : 0.000030s : 1: event_method 0.00% : 0.000014s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 0.22% : 0.008654s : 1: jit_opt_a 0.00% : 0.000177s : 1: jit_opt_after_cconv 0.00% : 0.000066s : 1: jit_opt_b 0.01% : 0.000534s : 1: loop_unroll 0.02% : 0.000638s : 1: mutable_eliminate 0.03% : 0.001072s : 26: opt.transform.jit_opt_a 0.00% : 0.000065s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000035s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000016s : 1: opt.transform.mutable_eliminate 0.00% : 0.000029s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000043s : 4: opt.transform.symbol_engine_opt 0.01% : 0.000526s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.01% : 0.000388s : 1: py_interpret_to_execute 0.00% : 0.000016s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.06% : 0.002351s : 1: renormalize.infer 0.02% : 0.000887s : 1: renormalize.specialize 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000041s : 1: rewriter_after_opt_a 0.00% : 0.000100s : 1: rewriter_before_opt_a 0.00% : 0.000091s : 1: symbol_engine_optimizer 21.16% : 0.827433s : 1: task_emit 78.41% : 3.065546s : 1: type_inference 0.00% : 0.000070s : 1: validate TotalTime = 5.33184, [33] [bootstrap]: 0.0002775 [type_inference]: 3.88255 [event_method]: 0.00048167 [auto_monad]: 0.00016189 [graph_reusing]: 1.078e-05 [pre_auto_parallel]: 3.88001e-06 [py_interpret_to_execute]: 5.768e-05 [rewriter_before_opt_a]: 0.00017476 [expand_dump_flag]: 4.89003e-06 [jit_opt_a]: 1.44523, [2] [Cycle 1]: 1.44078, [27] [switch_simplify]: 0.00022721 [loop_unroll]: 7.861e-05 [a_1]: 0.824009 [with_stream_mark]: 4.356e-05 [recompute_prepare]: 3.119e-05 [updatestate_depend_eliminate]: 1.132e-05 [updatestate_assign_eliminate]: 7.48e-06 [updatestate_loads_eliminate]: 7.71999e-06 [parameter_eliminate]: 3.38999e-06 [specialize_transform]: 1.976e-05 [updatestate_useless_node_eliminater]: 1.72e-05 [accelerated_algorithm]: 1.79e-05 [meta_shard_fg_expand]: 8.25999e-06 [get_grad_eliminate_]: 1.819e-05 [merge_forward]: 9.83002e-06 [cell_reuse_recompute_pass]: 1.34998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.726e-05 [j_node_and_user_rematch]: 3.12e-05 [meta_fg_expand]: 0.00218835 [replace_old_param]: 7.442e-05 [inline_without_move]: 6.798e-05 [renormalize]: 0.613481 [add_forward_monad_depend]: 9.05001e-06 [auto_monad_grad]: 2.88e-06 [auto_monad_eliminator]: 1.821e-05 [cse]: 3.284e-05 [replace_applicator]: 2.375e-05 [Cycle 2]: 0.00052507, [27] [switch_simplify]: 5.86e-06 [loop_unroll]: 5.32001e-06 [a_1]: 5.831e-05 [with_stream_mark]: 1.633e-05 [recompute_prepare]: 4.37e-06 [updatestate_depend_eliminate]: 3.86999e-06 [updatestate_assign_eliminate]: 3.06001e-06 [updatestate_loads_eliminate]: 2.23998e-06 [parameter_eliminate]: 2.48e-06 [specialize_transform]: 4.15e-06 [updatestate_useless_node_eliminater]: 4.00998e-06 [accelerated_algorithm]: 4.80001e-06 [meta_shard_fg_expand]: 2.16e-06 [get_grad_eliminate_]: 3.95e-06 [merge_forward]: 3.79002e-06 [cell_reuse_recompute_pass]: 3.21001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.933e-05 [j_node_and_user_rematch]: 7.53e-06 [meta_fg_expand]: 0.00018725 [replace_old_param]: 8.87e-06 [inline_without_move]: 5.11997e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 2.59001e-06 [auto_monad_grad]: 1.25001e-06 [auto_monad_eliminator]: 7.71999e-06 [cse]: 1.56e-05 [replace_applicator]: 4.70999e-06 [py_interpret_to_execute_after_opt_a]: 1.479e-05 [rewriter_after_opt_a]: 0.00042035 [convert_after_rewriter]: 1.398e-05 [order_py_execute_after_rewriter]: 5.12e-06 [mutable_eliminate]: 0.00076579 [jit_opt_b]: 5.03e-05, [1] [Cycle 1]: 4.274e-05, [2] [frontend_op_eliminate]: 1.362e-05 [inline_after_opt_a]: 1.602e-05 [cconv]: 3.09e-05 [loop_unroll]: 0.000459 [jit_opt_after_cconv]: 0.00014678, [1] [Cycle 1]: 0.00013918, [11] [c_1]: 1.721e-05 [parameter_eliminate]: 3.46001e-06 [updatestate_depend_eliminate]: 6.21998e-06 [updatestate_assign_eliminate]: 2.00002e-06 [updatestate_loads_eliminate]: 1.84e-06 [cse]: 2.209e-05 [call_graph_tuple_transform]: 1.884e-05 [tuple_list_get_item_eliminator]: 5.06002e-06 [none_parameter_eliminate]: 2.02999e-06 [renormalize]: 6.30011e-07 [switch_simplify]: 5.22e-06 [remove_dup_value]: 1.571e-05 [partial_unused_args_eliminate]: 2.41998e-06 [environ_conv]: 5.68002e-06 [add_recomputation]: 4.307e-05 [cse_after_recomputation]: 2.279e-05, [1] [Cycle 1]: 1.677e-05, [1] [cse]: 9.86e-06 [auto_monad_reorder]: 1.473e-05 [get_jit_bprop_graph]: 2.06e-06 [rewriter_after_jit_bprop_graph]: 5.14e-06 [opt_after_jit_grad]: 0.00049679 [symbol_engine_optimizer]: 7.867e-05, [1] [Cycle 1]: 7.097e-05, [6] [build]: 5.04998e-06 [elim_shapecalc]: 7.06999e-06 [elim_not_effective]: 1.213e-05 [opt_reshape]: 6.06e-06 [fold_const_symbol]: 7.53e-06 [renormalize]: 5.89993e-07 [validate]: 3.872e-05 [backend_pass]: 1.04e-06 [task_emit]: 2.928e-05 [execute]: 1.62001e-06 Sums bootstrap : 0.000278s : 0.01% type_inference : 3.882547s : 72.88% event_method : 0.000482s : 0.01% auto_monad : 0.000162s : 0.00% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000058s : 0.00% rewriter_before_opt_a : 0.000175s : 0.00% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000233s : 0.00% jit_opt_a.loop_unroll : 0.000084s : 0.00% jit_opt_a.a_1 : 0.824067s : 15.47% jit_opt_a.with_stream_mark : 0.000060s : 0.00% jit_opt_a.recompute_prepare : 0.000036s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000024s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000021s : 0.00% jit_opt_a.accelerated_algorithm : 0.000023s : 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 : 0.000014s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000057s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000039s : 0.00% jit_opt_a.meta_fg_expand : 0.002376s : 0.04% jit_opt_a.replace_old_param : 0.000083s : 0.00% jit_opt_a.inline_without_move : 0.000073s : 0.00% jit_opt_a.renormalize : 0.613481s : 11.52% jit_opt_a.add_forward_monad_depend : 0.000012s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000048s : 0.00% jit_opt_a.replace_applicator : 0.000028s : 0.00% py_interpret_to_execute_after_opt_a : 0.000015s : 0.00% rewriter_after_opt_a : 0.000420s : 0.01% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000766s : 0.01% jit_opt_b.frontend_op_eliminate : 0.000014s : 0.00% jit_opt_b.inline_after_opt_a : 0.000016s : 0.00% cconv : 0.000031s : 0.00% loop_unroll : 0.000459s : 0.01% jit_opt_after_cconv.c_1 : 0.000017s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000022s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000019s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000016s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000043s : 0.00% cse_after_recomputation.cse : 0.000010s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000497s : 0.01% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000039s : 0.00% backend_pass : 0.000001s : 0.00% task_emit : 0.000029s : 0.00% execute : 0.000002s : 0.00% Time group info: ------[substitution.] 0.000628 69 0.34% : 0.000002s : 1: substitution.elim_not_effective 0.19% : 0.000001s : 1: substitution.fold_const_symbol 0.98% : 0.000006s : 1: substitution.graph_param_transform 77.00% : 0.000484s : 14: substitution.inline 3.29% : 0.000021s : 2: substitution.inline_without_move 1.34% : 0.000008s : 9: substitution.j_node_and_user_rematch 0.83% : 0.000005s : 2: substitution.minmaximum_grad 1.93% : 0.000012s : 9: substitution.partial_eliminate 1.53% : 0.000010s : 9: substitution.remove_not_recompute_node 0.51% : 0.000003s : 1: substitution.replace_applicator 0.96% : 0.000006s : 7: substitution.replace_old_param 2.04% : 0.000013s : 2: substitution.reshape_eliminate 0.60% : 0.000004s : 1: substitution.set_cell_output_no_recompute 2.67% : 0.000017s : 3: substitution.switch_simplify 1.65% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 1.17% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 2.98% : 0.000019s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 3.882429 2 99.90% : 3.878561s : 1: type_inference.infer 0.10% : 0.003868s : 1: type_inference.specialize ------[replace.] 0.000256 18 68.91% : 0.000176s : 14: replace.inline 26.64% : 0.000068s : 3: replace.switch_simplify 4.45% : 0.000011s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000481 18 96.12% : 0.000462s : 14: match.inline 3.12% : 0.000015s : 3: match.switch_simplify 0.76% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000325 1710 1.45% : 0.000005s : 29: predicate.accumulaten_eliminater 0.33% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.53% : 0.000005s : 29: predicate.addn_check_dump 1.49% : 0.000005s : 29: predicate.addn_zero_filter 2.77% : 0.000009s : 29: predicate.arithmetic_simplify 1.55% : 0.000005s : 29: predicate.cast_eliminate 0.07% : 0.000000s : 1: predicate.check_bprop_eliminate 1.30% : 0.000004s : 29: predicate.compare_switch_simplify 1.40% : 0.000005s : 29: predicate.depend_value_elim 1.51% : 0.000005s : 29: predicate.dict_get_item_const_eliminator 1.57% : 0.000005s : 29: predicate.dict_get_item_eliminator 1.50% : 0.000005s : 29: predicate.dict_set_item_eliminator 0.31% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.14% : 0.000000s : 1: predicate.elim_not_effective 0.19% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.35% : 0.000004s : 29: predicate.environ_add_const_eliminate 1.36% : 0.000004s : 29: predicate.environ_get_add_eliminate 1.33% : 0.000004s : 29: predicate.environ_get_depend_swap 1.59% : 0.000005s : 29: predicate.environ_get_eliminate 1.29% : 0.000004s : 29: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.87% : 0.000003s : 14: predicate.get_grad_eliminate 0.10% : 0.000000s : 1: predicate.graph_param_transform 5.20% : 0.000017s : 46: predicate.inline 2.17% : 0.000007s : 38: predicate.inline_without_move 0.36% : 0.000001s : 14: predicate.j_node_and_user_rematch 0.95% : 0.000003s : 14: predicate.less_batch_normalization 1.55% : 0.000005s : 30: predicate.list_to_tuple_eliminator_ 1.59% : 0.000005s : 31: predicate.load_eliminater 0.39% : 0.000001s : 1: predicate.loop_unroll_after_grad 3.89% : 0.000013s : 78: predicate.loop_unroll_before_grad 1.69% : 0.000005s : 30: predicate.make_slice_get_slice_eliminator 1.22% : 0.000004s : 29: predicate.merge_addn 1.50% : 0.000005s : 29: predicate.minmaximum_grad 0.52% : 0.000002s : 1: predicate.mutable_eliminate 0.19% : 0.000001s : 1: predicate.opt_reshape 1.98% : 0.000006s : 31: predicate.partial_eliminate 1.46% : 0.000005s : 29: predicate.print_const_string_wrapper 1.82% : 0.000006s : 29: predicate.reduce_eliminate 1.71% : 0.000006s : 30: predicate.redundant_stop_gradient_eliminater 0.47% : 0.000002s : 14: predicate.remove_not_recompute_node 1.49% : 0.000005s : 32: predicate.replace_applicator 1.10% : 0.000004s : 38: predicate.replace_old_param 0.10% : 0.000000s : 1: predicate.reset_defer_inline 1.73% : 0.000006s : 29: predicate.reshape_eliminate 1.51% : 0.000005s : 29: predicate.row_tensor_add_zeros_like 0.34% : 0.000001s : 1: predicate.row_tensor_eliminate 1.53% : 0.000005s : 29: predicate.same_eliminate 0.47% : 0.000002s : 14: predicate.set_cell_output_no_recompute 0.22% : 0.000001s : 2: predicate.special_op_eliminate 0.79% : 0.000003s : 14: predicate.specialize_transform 1.61% : 0.000005s : 29: predicate.split_environ_get_set_with_tuple_value 1.46% : 0.000005s : 29: predicate.stack_unstack_eliminate 0.13% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.89% : 0.000013s : 44: predicate.switch_defer_inline 2.55% : 0.000008s : 44: predicate.switch_layer_defer_inline 7.24% : 0.000023s : 129: predicate.switch_simplify 1.35% : 0.000004s : 29: predicate.tile_eliminate 2.67% : 0.000009s : 29: predicate.transpose_eliminate 1.75% : 0.000006s : 29: predicate.tuple_list_convert_item_index_to_positive 1.69% : 0.000006s : 29: predicate.tuple_list_get_item_depend_reorder 2.94% : 0.000010s : 32: predicate.tuple_list_get_item_eliminator 2.06% : 0.000007s : 29: predicate.tuple_list_set_item_eliminator 1.54% : 0.000005s : 30: predicate.tuple_to_list_eliminator_ 1.43% : 0.000005s : 31: predicate.updatestate_pure_node_eliminater 2.57% : 0.000008s : 45: predicate.updatestate_useless_node_eliminater 1.87% : 0.000006s : 29: predicate.value_based_eliminate 0.06% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.18% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.604802 47 99.88% : 0.604098s : 30: func_graph_cloner_run.FuncGraphClonerGraph 0.12% : 0.000704s : 17: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 6.770136 76 0.00% : 0.000046s : 1: add_recomputation 0.00% : 0.000169s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: backend_pass 0.00% : 0.000298s : 1: bootstrap 0.00% : 0.000034s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.00% : 0.000025s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000490s : 1: event_method 0.00% : 0.000004s : 1: execute 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 21.35% : 1.445231s : 1: jit_opt_a 0.00% : 0.000150s : 1: jit_opt_after_cconv 0.00% : 0.000053s : 1: jit_opt_b 0.01% : 0.000466s : 1: loop_unroll 0.01% : 0.000774s : 1: mutable_eliminate 12.18% : 0.824742s : 26: opt.transform.jit_opt_a 0.00% : 0.000042s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.00% : 0.000019s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000029s : 4: opt.transform.symbol_engine_opt 0.01% : 0.000505s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000061s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000018s : 1: remove_dup_value 9.05% : 0.612483s : 1: renormalize.infer 0.01% : 0.000984s : 1: renormalize.specialize 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000427s : 1: rewriter_after_opt_a 0.00% : 0.000178s : 1: rewriter_before_opt_a 0.00% : 0.000082s : 1: symbol_engine_optimizer 0.00% : 0.000035s : 1: task_emit 57.35% : 3.882572s : 1: type_inference 0.00% : 0.000058s : 1: validate . [hook] pytest_runtest_teardown:test_reshape_infer_dimension[KBK] tests/st/mint/test_reshape.py::test_reshape_infer_dimension[KBK],max_mem:4.0M =============================== warnings summary =============================== ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222: DeprecationWarning: invalid escape sequence \B """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143: DeprecationWarning: invalid escape sequence \c """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170: DeprecationWarning: invalid escape sequence \c """ ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perlayer") -- Docs: https://docs.pytest.org/en/stable/warnings.html ================== 2 passed, 25 warnings in 457.17s (0:07:37) ==================