==================================================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/tensor, configfile: ../../../../../../sault/virtual_test/virtualenv_007/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 24 items test_copy.py . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape0-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape0-pynative],max_mem:2.0M TotalTime = 0.625735, [21] [bootstrap]: 0.00061481 [type_inference]: 0.474681 [event_method]: 2.426e-05 [auto_monad]: 0.000125 [graph_reusing]: 6.57002e-06 [inline]: 2.71e-06 [add_attr]: 0.00795649, [1] [add_attr_with_inline]: 0.00794154, [1] [Cycle 1]: 9.897e-05, [2] [tag_attr]: 2.657e-05 [meta_addattr_fg_expand]: 6.19999e-06 [parallel-infer-symbol]: 4.07e-06 [pre_auto_parallel]: 5.711e-05 [insert-virtual-dataset]: 2.59001e-06 [parallel-infer-symbol-second]: 6.80011e-07 [dataset_repeat_opt]: 1.79e-06 [pipeline_split]: 1.85001e-06 [optimize]: 0.141374, [53] [py_interpret_to_execute]: 5.50001e-06 [rewriter_before_opt_a]: 0.00021083 [opt_a]: 0.139091, [2] [Cycle 1]: 0.138527, [45] [expand_dump_flag]: 3.76001e-06 [switch_simplify]: 8.455e-05 [loop_unroll]: 3.059e-05 [a_1]: 0.00057441 [with_stream_mark]: 1.826e-05 [recompute_prepare]: 5.82999e-06 [updatestate_depend_eliminate]: 3.02002e-06 [updatestate_assign_eliminate]: 2.84999e-06 [updatestate_loads_eliminate]: 2.07999e-06 [parameter_eliminate]: 2.04999e-06 [a_2]: 5.423e-05 [accelerated_algorithm]: 5.10999e-06 [shard]: 2.06e-06 [meta_shard_fg_expand]: 1.49e-06 [shard_inline]: 4.37e-06 [merge_send_recv]: 1.751e-05 [auto_parallel]: 6.83003e-06 [parallel]: 4.336e-05 [flash_sp]: 1.614e-05 [merge_comm]: 3.5e-06 [allreduce_fusion]: 2.43e-06 [matmul_add_comm_reduction]: 9.04998e-06 [allreduce_slice_to_reducescatter]: 6.10016e-07 [virtual_shard_identity]: 6.46999e-06 [virtual_dataset]: 4.70001e-06 [get_grad_eliminate_]: 4.15e-06 [virtual_output]: 4.33001e-06 [merge_forward]: 2.98e-06 [cell_reuse_recompute_pass]: 1.34998e-06 [offload_activation]: 8.64e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.767e-05 [merge_recompute_call_nodes]: 1.45001e-06 [before_grad]: 7.15e-06 [set_forward_comm_id_for_comm_node_pass]: 2.92002e-06 [meta_fg_expand]: 2.83e-06 [flash_sp_send_recv_attached]: 2.37999e-06 [receive_attached]: 2.34001e-06 [after_resolve]: 8.70999e-06 [a_after_grad]: 6.64001e-06 [renormalize]: 0.137193 [add_forward_monad_depend]: 9.29e-06 [auto_monad_grad]: 2.82002e-06 [auto_monad_eliminator]: 1.506e-05 [cse]: 3.093e-05 [a_3]: 4.589e-05 [Cycle 2]: 0.00055135, [45] [expand_dump_flag]: 2.36e-06 [switch_simplify]: 6.39001e-06 [loop_unroll]: 4.55001e-06 [a_1]: 7.434e-05 [with_stream_mark]: 1.801e-05 [recompute_prepare]: 4.87998e-06 [updatestate_depend_eliminate]: 3.16999e-06 [updatestate_assign_eliminate]: 2.49001e-06 [updatestate_loads_eliminate]: 2.50002e-06 [parameter_eliminate]: 1.86e-06 [a_2]: 4.971e-05 [accelerated_algorithm]: 4.89e-06 [shard]: 2.44001e-06 [meta_shard_fg_expand]: 1.82001e-06 [shard_inline]: 4.15e-06 [merge_send_recv]: 7.43999e-06 [auto_parallel]: 8.60999e-06 [parallel]: 9.25001e-06 [flash_sp]: 3.73999e-06 [merge_comm]: 2.46e-06 [allreduce_fusion]: 2.37001e-06 [matmul_add_comm_reduction]: 7.97003e-06 [allreduce_slice_to_reducescatter]: 7.79983e-07 [virtual_shard_identity]: 5.15999e-06 [virtual_dataset]: 5.02e-06 [get_grad_eliminate_]: 4.02e-06 [virtual_output]: 3.6e-06 [merge_forward]: 3.08998e-06 [cell_reuse_recompute_pass]: 2.84999e-06 [offload_activation]: 8.37e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.3e-05 [merge_recompute_call_nodes]: 1.76e-06 [before_grad]: 8.07998e-06 [set_forward_comm_id_for_comm_node_pass]: 2.61999e-06 [meta_fg_expand]: 2.07001e-06 [flash_sp_send_recv_attached]: 1.67001e-06 [receive_attached]: 2.31998e-06 [after_resolve]: 9.57001e-06 [a_after_grad]: 6.33e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.43002e-06 [auto_monad_grad]: 1.05001e-06 [auto_monad_eliminator]: 4.92e-06 [cse]: 1.208e-05 [a_3]: 2.288e-05 [py_interpret_to_execute_after_opt_a]: 7.32002e-06 [slice_cell_reuse_recomputed_activation]: 2.29001e-06 [rewriter_after_opt_a]: 2.906e-05 [convert_after_rewriter]: 1.30999e-06 [order_py_execute_after_rewriter]: 1.19998e-06 [mutable_eliminate]: 0.00071678 [opt_b]: 0.00015668, [1] [Cycle 1]: 0.00014861, [7] [b_1]: 8.252e-05 [b_2]: 5.64998e-06 [updatestate_depend_eliminate]: 5.71e-06 [updatestate_assign_eliminate]: 1.62999e-06 [updatestate_loads_eliminate]: 1.66998e-06 [renormalize]: 7.2e-07 [cse]: 1.889e-05 [optimize_parallel_all_gather_comm]: 1.63e-05 [overlap_param_gather]: 4.28001e-06 [cconv]: 2.777e-05 [loop_unroll]: 0.00044662 [opt_after_cconv]: 8.028e-05, [1] [Cycle 1]: 7.446e-05, [7] [c_1]: 1.767e-05 [parameter_eliminate]: 2.79999e-06 [updatestate_depend_eliminate]: 4.32e-06 [updatestate_assign_eliminate]: 1.74e-06 [updatestate_loads_eliminate]: 1.67001e-06 [cse]: 1.419e-05 [renormalize]: 2.80008e-07 [remove_dup_value]: 1.259e-05 [tuple_transform]: 5.771e-05, [1] [Cycle 1]: 5.348e-05, [4] [d_1]: 2.88e-05 [none_parameter_eliminate]: 1.58002e-06 [renormalize]: 1.69995e-07 [switch_simplify]: 4.67e-06 [partial_unused_args_eliminate]: 1.92001e-06 [add_recomputation]: 4.17e-05 [cse_after_recomputation]: 1.934e-05, [1] [Cycle 1]: 1.476e-05, [1] [cse]: 8.38999e-06 [environ_conv]: 1.846e-05 [swap_dp_allreduce_reducescatter]: 5.24e-06 [bias_add_comm_swap]: 2.64999e-06 [label_micro_interleaved_index]: 5.69e-06 [label_fine_grained_interleaved_index]: 2.91e-06 [merge_cast_opt]: 1.39998e-06 [slice_recompute_activation]: 2.12001e-06 [micro_interleaved_order_control]: 2.41e-06 [assign_add_opt]: 1.40001e-06 [ForceFp32Comm]: 1.02e-06 [remove_cast_before_assign_add]: 1.20001e-06 [full_micro_interleaved_order_control]: 2.42001e-06 [reorder_send_recv_between_fp_bp]: 2.86999e-06 [comm_op_add_attrs]: 1.12e-06 [add_comm_op_reuse_tag]: 9.99979e-07 [interleave_split_concat_branches]: 1.44e-06 [interleave_parallel_branches]: 1.35001e-06 [overlap_opt_shard_in_pipeline]: 2.465e-05 [overlap_opt_shard_grad_in_pipeline]: 2.03002e-06 [control_data_broadcast_order]: 1.188e-05 [grouped_pairwise_exchange_alltoall]: 1.54e-06 [offloading_packed_experts]: 3.10998e-06 [overlap_recompute_and_grad_model_parallel]: 4.07e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.11002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.33002e-06 [overlap_recompute_comm]: 2.12999e-06 [overlap_grad_ring_attention]: 3.49001e-06 [overlap_grad_flash_sp]: 2.08e-05 [begin_end_overlap_inline]: 4.80009e-07 [split_matmul_comm_elemetwise]: 2.32001e-06 [split_layernorm_comm]: 1.87999e-06 [handle_group_info]: 1.27999e-06 [symbol_engine_optimizer]: 7.035e-05, [1] [Cycle 1]: 6.514e-05, [6] [build]: 3.41999e-06 [elim_shapecalc]: 9.79999e-06 [elim_not_effective]: 9.87999e-06 [opt_reshape]: 4.70001e-06 [fold_const_symbol]: 7.53e-06 [renormalize]: 1.59984e-07 [detach_backward]: 2.87002e-06 [pipeline_parallel_scheduler]: 1.45999e-06 [auto_monad_reorder]: 2.169e-05 [get_jit_bprop_graph]: 2.11998e-06 [rewriter_after_jit_bprop_graph]: 5.71e-06 [opt_after_jit_grad]: 0.00062168 [validate]: 5.886e-05 Sums bootstrap : 0.000615s : 0.10% type_inference : 0.474681s : 76.96% event_method : 0.000024s : 0.00% auto_monad : 0.000125s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.00% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000057s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000006s : 0.00% optimize.rewriter_before_opt_a : 0.000211s : 0.03% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000091s : 0.01% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000649s : 0.11% optimize.opt_a.with_stream_mark : 0.000036s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000104s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000025s : 0.00% optimize.opt_a.auto_parallel : 0.000015s : 0.00% optimize.opt_a.parallel : 0.000053s : 0.01% optimize.opt_a.flash_sp : 0.000020s : 0.00% optimize.opt_a.merge_comm : 0.000006s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000017s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.00% optimize.opt_a.virtual_dataset : 0.000010s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000017s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000031s : 0.00% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000015s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000018s : 0.00% optimize.opt_a.a_after_grad : 0.000013s : 0.00% optimize.opt_a.renormalize : 0.137193s : 22.24% optimize.opt_a.add_forward_monad_depend : 0.000011s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000020s : 0.00% optimize.opt_a.cse : 0.000043s : 0.01% optimize.opt_a.a_3 : 0.000069s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000029s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000717s : 0.12% optimize.opt_b.b_1 : 0.000083s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000019s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000016s : 0.00% optimize.overlap_param_gather : 0.000004s : 0.00% optimize.cconv : 0.000028s : 0.00% optimize.loop_unroll : 0.000447s : 0.07% optimize.opt_after_cconv.c_1 : 0.000018s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000014s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000013s : 0.00% optimize.tuple_transform.d_1 : 0.000029s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000042s : 0.01% optimize.cse_after_recomputation.cse : 0.000008s : 0.00% optimize.environ_conv : 0.000018s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000006s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000025s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000021s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000001s : 0.00% auto_monad_reorder : 0.000022s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000622s : 0.10% validate : 0.000059s : 0.01% Time group info: ------[substitution.] 0.000191 19 0.81% : 0.000002s : 1: substitution.elim_not_effective 0.61% : 0.000001s : 1: substitution.fold_const_symbol 2.53% : 0.000005s : 2: substitution.graph_param_transform 74.74% : 0.000143s : 6: substitution.inline 1.61% : 0.000003s : 2: substitution.j_node_and_user_rematch 6.68% : 0.000013s : 2: substitution.remove_not_recompute_node 2.64% : 0.000005s : 2: substitution.replace_old_param 4.45% : 0.000009s : 1: substitution.switch_simplify 5.94% : 0.000011s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.474597 2 99.67% : 0.473040s : 1: type_inference.infer 0.33% : 0.001557s : 1: type_inference.specialize ------[replace.] 0.000080 9 53.74% : 0.000043s : 6: replace.inline 29.38% : 0.000023s : 1: replace.switch_simplify 16.87% : 0.000013s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000158 9 88.67% : 0.000140s : 6: match.inline 4.85% : 0.000008s : 1: match.switch_simplify 6.48% : 0.000010s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000164 912 0.98% : 0.000002s : 11: predicate.accumulaten_eliminater 1.08% : 0.000002s : 2: predicate.ad_related_special_op_eliminate 0.29% : 0.000000s : 4: predicate.addn_check_dump 1.05% : 0.000002s : 11: predicate.addn_zero_filter 0.84% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 2.03% : 0.000003s : 15: predicate.arithmetic_simplify 1.08% : 0.000002s : 11: predicate.cast_eliminate 0.40% : 0.000001s : 4: predicate.check_bprop_eliminate 0.35% : 0.000001s : 4: predicate.compare_switch_simplify 0.10% : 0.000000s : 2: predicate.const_output_eliminate 0.39% : 0.000001s : 4: predicate.depend_value_elim 1.00% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.13% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.99% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.60% : 0.000003s : 4: predicate.dumpgradient_eliminate 0.15% : 0.000000s : 2: predicate.elim_not_effective 0.51% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.36% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.09% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.38% : 0.000002s : 13: predicate.environ_get_depend_swap 1.56% : 0.000003s : 17: predicate.environ_get_eliminate 1.28% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.58% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.79% : 0.000005s : 19: predicate.float_depend_g_call 0.34% : 0.000001s : 4: predicate.float_environ_get_switch 0.59% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.12% : 0.000000s : 2: predicate.fold_const_symbol 0.55% : 0.000001s : 4: predicate.get_grad_eliminate 0.25% : 0.000000s : 2: predicate.graph_param_transform 0.35% : 0.000001s : 4: predicate.incorporate_call 0.32% : 0.000001s : 4: predicate.incorporate_call_switch 6.27% : 0.000010s : 42: predicate.inline 0.77% : 0.000001s : 4: predicate.inline_without_move 0.28% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.92% : 0.000002s : 4: predicate.less_batch_normalization 1.71% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.51% : 0.000004s : 28: predicate.load_eliminater 0.99% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.16% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.47% : 0.000002s : 15: predicate.make_slice_get_slice_eliminator 0.36% : 0.000001s : 4: predicate.merge_addn 0.47% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.42% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.89% : 0.000001s : 11: predicate.minmaximum_grad 1.48% : 0.000002s : 2: predicate.mutable_eliminate 0.23% : 0.000000s : 2: predicate.opt_reshape 0.54% : 0.000001s : 2: predicate.parallel_virtual_node 2.02% : 0.000003s : 19: predicate.partial_defer_inline 1.31% : 0.000002s : 15: predicate.partial_eliminate 1.02% : 0.000002s : 11: predicate.print_const_string_wrapper 0.59% : 0.000001s : 4: predicate.reduce_all_const_elim 1.53% : 0.000003s : 11: predicate.reduce_eliminate 2.38% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.48% : 0.000001s : 4: predicate.remove_not_recompute_node 1.38% : 0.000002s : 17: predicate.replace_applicator 0.59% : 0.000001s : 4: predicate.replace_old_param 0.13% : 0.000000s : 2: predicate.reset_defer_inline 1.05% : 0.000002s : 11: predicate.reshape_eliminate 0.38% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.31% : 0.000001s : 2: predicate.row_tensor_eliminate 0.70% : 0.000001s : 4: predicate.same_eliminate 0.29% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.52% : 0.000001s : 4: predicate.shard_identity_eliminate 0.54% : 0.000001s : 4: predicate.special_op_eliminate 0.48% : 0.000001s : 4: predicate.specialize_transform 1.30% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.71% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.21% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.81% : 0.000003s : 19: predicate.switch_defer_inline 2.27% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.16% : 0.000010s : 62: predicate.switch_simplify 0.98% : 0.000002s : 11: predicate.tile_eliminate 1.03% : 0.000002s : 11: predicate.transpose_eliminate 1.80% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.47% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.32% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.02% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.35% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.04% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.76% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.31% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.87% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.32% : 0.000001s : 2: predicate.value_based_eliminate 0.54% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.51% : 0.000001s : 4: predicate.virtual_output_eliminate 0.21% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.34% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000888 14 48.21% : 0.000428s : 6: func_graph_cloner_run.FuncGraphClonerGraph 51.79% : 0.000460s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.913271 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.87% : 0.007963s : 1: add_attr 0.87% : 0.007946s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000046s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.01% : 0.000132s : 1: auto_monad 0.00% : 0.000026s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.07% : 0.000643s : 1: bootstrap 0.00% : 0.000032s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000022s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000022s : 1: environ_conv 0.00% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000005s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.05% : 0.000455s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.08% : 0.000727s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000015s : 1: opt.transform.mutable_eliminate 0.11% : 0.000996s : 78: opt.transform.opt_a 0.00% : 0.000017s : 1: opt.transform.opt_after_cconv 0.00% : 0.000024s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000061s : 28: opt.transform.opt_b 0.00% : 0.000032s : 2: opt.transform.opt_trans_graph 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 15.23% : 0.139095s : 1: opt_a 0.01% : 0.000084s : 1: opt_after_cconv 0.07% : 0.000633s : 1: opt_after_jit_grad 0.02% : 0.000160s : 1: opt_b 15.48% : 0.141380s : 1: optimize 0.00% : 0.000020s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000024s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000029s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000008s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000003s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000061s : 1: pre_auto_parallel 0.00% : 0.000009s : 1: py_interpret_to_execute 0.00% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000016s : 1: remove_dup_value 14.97% : 0.136677s : 1: renormalize.infer 0.06% : 0.000504s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000033s : 1: rewriter_after_opt_a 0.02% : 0.000216s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000009s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000073s : 1: symbol_engine_optimizer 0.01% : 0.000061s : 1: tuple_transform 51.98% : 0.474707s : 1: type_inference TotalTime = 1.151, [21] [bootstrap]: 0.00041629 [type_inference]: 1.1323 [event_method]: 0.00034079 [auto_monad]: 0.00030925 [graph_reusing]: 9.87999e-06 [inline]: 4.33001e-06 [add_attr]: 0.00662321, [1] [add_attr_with_inline]: 0.00660716, [1] [Cycle 1]: 0.00012767, [2] [tag_attr]: 6.653e-05 [meta_addattr_fg_expand]: 1.493e-05 [parallel-infer-symbol]: 4.67e-06 [pre_auto_parallel]: 7.267e-05 [insert-virtual-dataset]: 2.41e-06 [parallel-infer-symbol-second]: 8.00006e-07 [dataset_repeat_opt]: 1.92001e-06 [pipeline_split]: 1.79e-06 [optimize]: 0.00999671, [53] [py_interpret_to_execute]: 7.71999e-06 [rewriter_before_opt_a]: 0.00035658 [opt_a]: 0.00727312, [2] [Cycle 1]: 0.00668276, [45] [expand_dump_flag]: 5.19e-06 [switch_simplify]: 0.00017631 [loop_unroll]: 6.362e-05 [a_1]: 0.00141885 [with_stream_mark]: 2.733e-05 [recompute_prepare]: 1.95e-05 [updatestate_depend_eliminate]: 7.33e-06 [updatestate_assign_eliminate]: 5.87999e-06 [updatestate_loads_eliminate]: 6.79999e-06 [parameter_eliminate]: 3.4e-06 [a_2]: 0.0001821 [accelerated_algorithm]: 1.328e-05 [shard]: 1.97999e-06 [meta_shard_fg_expand]: 4.22998e-06 [shard_inline]: 1.161e-05 [merge_send_recv]: 1.799e-05 [auto_parallel]: 1.107e-05 [parallel]: 2.358e-05 [flash_sp]: 1.133e-05 [merge_comm]: 7.33999e-06 [allreduce_fusion]: 7.6e-06 [matmul_add_comm_reduction]: 2.797e-05 [allreduce_slice_to_reducescatter]: 1.68002e-06 [virtual_shard_identity]: 1.441e-05 [virtual_dataset]: 1.222e-05 [get_grad_eliminate_]: 1.238e-05 [virtual_output]: 1.262e-05 [merge_forward]: 7.97e-06 [cell_reuse_recompute_pass]: 1.17e-06 [offload_activation]: 1.737e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.367e-05 [merge_recompute_call_nodes]: 1.47001e-06 [before_grad]: 2.328e-05 [set_forward_comm_id_for_comm_node_pass]: 8.07e-06 [meta_fg_expand]: 0.00157089 [flash_sp_send_recv_attached]: 4.67e-06 [receive_attached]: 2.27001e-06 [after_resolve]: 4.124e-05 [a_after_grad]: 4.418e-05 [renormalize]: 0.00244345 [add_forward_monad_depend]: 8.47e-06 [auto_monad_grad]: 2.29001e-06 [auto_monad_eliminator]: 1.497e-05 [cse]: 3.595e-05 [a_3]: 3.66e-05 [Cycle 2]: 0.00057759, [45] [expand_dump_flag]: 2.16e-06 [switch_simplify]: 5.57999e-06 [loop_unroll]: 4.56002e-06 [a_1]: 4.959e-05 [with_stream_mark]: 1.288e-05 [recompute_prepare]: 4.05998e-06 [updatestate_depend_eliminate]: 2.31998e-06 [updatestate_assign_eliminate]: 2.22001e-06 [updatestate_loads_eliminate]: 2.24999e-06 [parameter_eliminate]: 1.66998e-06 [a_2]: 3.854e-05 [accelerated_algorithm]: 6.09001e-06 [shard]: 1.69e-06 [meta_shard_fg_expand]: 1.75001e-06 [shard_inline]: 3.71999e-06 [merge_send_recv]: 5.40999e-06 [auto_parallel]: 6.14001e-06 [parallel]: 5.84e-06 [flash_sp]: 2.96999e-06 [merge_comm]: 2.34001e-06 [allreduce_fusion]: 2.16e-06 [matmul_add_comm_reduction]: 4.33999e-06 [allreduce_slice_to_reducescatter]: 8.2e-07 [virtual_shard_identity]: 4.27e-06 [virtual_dataset]: 3.36001e-06 [get_grad_eliminate_]: 3.63e-06 [virtual_output]: 2.99999e-06 [merge_forward]: 2.17999e-06 [cell_reuse_recompute_pass]: 1.96e-06 [offload_activation]: 6.37001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.101e-05 [merge_recompute_call_nodes]: 8.10018e-07 [before_grad]: 8.64998e-06 [set_forward_comm_id_for_comm_node_pass]: 2.72001e-06 [meta_fg_expand]: 0.00011465 [flash_sp_send_recv_attached]: 8.99978e-07 [receive_attached]: 1.47999e-06 [after_resolve]: 6.24001e-06 [a_after_grad]: 4.84e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.97999e-06 [auto_monad_grad]: 9.70002e-07 [auto_monad_eliminator]: 6.22001e-06 [cse]: 1.305e-05 [a_3]: 1.929e-05 [py_interpret_to_execute_after_opt_a]: 6.66e-06 [slice_cell_reuse_recomputed_activation]: 2.09e-06 [rewriter_after_opt_a]: 1.687e-05 [convert_after_rewriter]: 1.22999e-06 [order_py_execute_after_rewriter]: 1.46998e-06 [mutable_eliminate]: 0.0008436 [opt_b]: 0.00014867, [1] [Cycle 1]: 0.00014153, [7] [b_1]: 7.36e-05 [b_2]: 5.71e-06 [updatestate_depend_eliminate]: 5.11997e-06 [updatestate_assign_eliminate]: 1.64e-06 [updatestate_loads_eliminate]: 1.54e-06 [renormalize]: 1.89e-06 [cse]: 1.736e-05 [optimize_parallel_all_gather_comm]: 1.591e-05 [overlap_param_gather]: 2.86999e-06 [cconv]: 2.626e-05 [loop_unroll]: 0.00067451 [opt_after_cconv]: 8.84e-05, [1] [Cycle 1]: 8.216e-05, [7] [c_1]: 1.69e-05 [parameter_eliminate]: 4.11001e-06 [updatestate_depend_eliminate]: 4.52e-06 [updatestate_assign_eliminate]: 1.61998e-06 [updatestate_loads_eliminate]: 1.57001e-06 [cse]: 1.936e-05 [renormalize]: 1.20001e-06 [remove_dup_value]: 1.465e-05 [tuple_transform]: 5.524e-05, [1] [Cycle 1]: 5.045e-05, [4] [d_1]: 2.531e-05 [none_parameter_eliminate]: 1.65001e-06 [renormalize]: 1.90019e-07 [switch_simplify]: 4.79e-06 [partial_unused_args_eliminate]: 2.44999e-06 [add_recomputation]: 3.623e-05 [cse_after_recomputation]: 2.037e-05, [1] [Cycle 1]: 1.611e-05, [1] [cse]: 9.82999e-06 [environ_conv]: 4.80001e-06 [swap_dp_allreduce_reducescatter]: 4.85999e-06 [bias_add_comm_swap]: 5.99e-06 [label_micro_interleaved_index]: 5.49998e-06 [label_fine_grained_interleaved_index]: 2.36e-06 [merge_cast_opt]: 1.52999e-06 [slice_recompute_activation]: 3.41001e-06 [micro_interleaved_order_control]: 2.73e-06 [assign_add_opt]: 1.35999e-06 [ForceFp32Comm]: 1.26002e-06 [remove_cast_before_assign_add]: 1.38002e-06 [full_micro_interleaved_order_control]: 2.04e-06 [reorder_send_recv_between_fp_bp]: 2.74001e-06 [comm_op_add_attrs]: 1.24003e-06 [add_comm_op_reuse_tag]: 1.19998e-06 [interleave_split_concat_branches]: 1.04e-06 [interleave_parallel_branches]: 1.05001e-06 [overlap_opt_shard_in_pipeline]: 1.87999e-06 [overlap_opt_shard_grad_in_pipeline]: 1.94999e-06 [control_data_broadcast_order]: 9.81e-06 [grouped_pairwise_exchange_alltoall]: 1.41998e-06 [offloading_packed_experts]: 3.14999e-06 [overlap_recompute_and_grad_model_parallel]: 4.45999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.17e-06 [overlap_recompute_allgather_and_fa_grad]: 1.45001e-06 [overlap_recompute_comm]: 2.31e-06 [overlap_grad_ring_attention]: 3.26999e-06 [overlap_grad_flash_sp]: 1.972e-05 [begin_end_overlap_inline]: 4.89992e-07 [split_matmul_comm_elemetwise]: 2.20002e-06 [split_layernorm_comm]: 1.75001e-06 [handle_group_info]: 1.07998e-06 [symbol_engine_optimizer]: 6.364e-05, [1] [Cycle 1]: 5.923e-05, [6] [build]: 2.91e-06 [elim_shapecalc]: 7.6e-06 [elim_not_effective]: 1.026e-05 [opt_reshape]: 4.22e-06 [fold_const_symbol]: 6.91001e-06 [renormalize]: 1.69995e-07 [detach_backward]: 2.96001e-06 [pipeline_parallel_scheduler]: 1.53002e-06 [auto_monad_reorder]: 1.512e-05 [get_jit_bprop_graph]: 1.81e-06 [rewriter_after_jit_bprop_graph]: 5.08002e-06 [opt_after_jit_grad]: 0.00064438 [validate]: 3.674e-05 Sums bootstrap : 0.000416s : 0.04% type_inference : 1.132305s : 99.03% event_method : 0.000341s : 0.03% auto_monad : 0.000309s : 0.03% graph_reusing : 0.000010s : 0.00% inline : 0.000004s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000067s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000015s : 0.00% parallel-infer-symbol : 0.000005s : 0.00% pre_auto_parallel : 0.000073s : 0.01% insert-virtual-dataset : 0.000002s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000008s : 0.00% optimize.rewriter_before_opt_a : 0.000357s : 0.03% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000182s : 0.02% optimize.opt_a.loop_unroll : 0.000068s : 0.01% optimize.opt_a.a_1 : 0.001468s : 0.13% optimize.opt_a.with_stream_mark : 0.000040s : 0.00% optimize.opt_a.recompute_prepare : 0.000024s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000221s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000019s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000006s : 0.00% optimize.opt_a.shard_inline : 0.000015s : 0.00% optimize.opt_a.merge_send_recv : 0.000023s : 0.00% optimize.opt_a.auto_parallel : 0.000017s : 0.00% optimize.opt_a.parallel : 0.000029s : 0.00% optimize.opt_a.flash_sp : 0.000014s : 0.00% optimize.opt_a.merge_comm : 0.000010s : 0.00% optimize.opt_a.allreduce_fusion : 0.000010s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000032s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000003s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000019s : 0.00% optimize.opt_a.virtual_dataset : 0.000016s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000016s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000010s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000024s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000035s : 0.00% optimize.opt_a.merge_recompute_call_nodes : 0.000002s : 0.00% optimize.opt_a.before_grad : 0.000032s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000011s : 0.00% optimize.opt_a.meta_fg_expand : 0.001686s : 0.15% optimize.opt_a.flash_sp_send_recv_attached : 0.000006s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000047s : 0.00% optimize.opt_a.a_after_grad : 0.000049s : 0.00% optimize.opt_a.renormalize : 0.002444s : 0.21% optimize.opt_a.add_forward_monad_depend : 0.000010s : 0.00% optimize.opt_a.auto_monad_grad : 0.000003s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000021s : 0.00% optimize.opt_a.cse : 0.000049s : 0.00% optimize.opt_a.a_3 : 0.000056s : 0.00% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000017s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000844s : 0.07% optimize.opt_b.b_1 : 0.000074s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000002s : 0.00% optimize.opt_b.cse : 0.000017s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000016s : 0.00% optimize.overlap_param_gather : 0.000003s : 0.00% optimize.cconv : 0.000026s : 0.00% optimize.loop_unroll : 0.000675s : 0.06% optimize.opt_after_cconv.c_1 : 0.000017s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000019s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000015s : 0.00% optimize.tuple_transform.d_1 : 0.000025s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000036s : 0.00% optimize.cse_after_recomputation.cse : 0.000010s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000006s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000002s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000003s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000010s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000004s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 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 : 0.000644s : 0.06% validate : 0.000037s : 0.00% Time group info: ------[substitution.] 0.000470 84 0.39% : 0.000002s : 1: substitution.elim_not_effective 1.23% : 0.000006s : 9: substitution.float_depend_g_call 0.83% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.28% : 0.000001s : 1: substitution.fold_const_symbol 0.79% : 0.000004s : 1: substitution.graph_param_transform 0.77% : 0.000004s : 2: substitution.incorporate_call 0.47% : 0.000002s : 2: substitution.incorporate_call_switch 73.31% : 0.000345s : 15: substitution.inline 2.84% : 0.000013s : 1: substitution.inline_without_move 1.96% : 0.000009s : 8: substitution.j_node_and_user_rematch 0.77% : 0.000004s : 2: substitution.minmaximum_grad 1.33% : 0.000006s : 9: substitution.partial_eliminate 1.40% : 0.000007s : 8: substitution.remove_not_recompute_node 0.73% : 0.000003s : 1: substitution.replace_applicator 0.68% : 0.000003s : 3: substitution.replace_old_param 0.56% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.02% : 0.000014s : 4: substitution.switch_simplify 1.60% : 0.000008s : 2: substitution.tuple_list_convert_item_index_to_positive 0.65% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 0.98% : 0.000005s : 2: substitution.tuple_list_get_item_depend_reorder 4.41% : 0.000021s : 6: substitution.tuple_list_get_item_eliminator 1.00% : 0.000005s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 1.132131 2 81.67% : 0.924556s : 1: type_inference.infer 18.33% : 0.207575s : 1: type_inference.specialize ------[replace.] 0.000171 21 58.43% : 0.000100s : 15: replace.inline 33.94% : 0.000058s : 4: replace.switch_simplify 7.63% : 0.000013s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000359 21 93.69% : 0.000337s : 15: match.inline 3.22% : 0.000012s : 4: match.switch_simplify 3.09% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000299 1805 1.26% : 0.000004s : 24: predicate.accumulaten_eliminater 0.42% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 0.57% : 0.000002s : 11: predicate.addn_check_dump 1.06% : 0.000003s : 24: predicate.addn_zero_filter 1.00% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 2.09% : 0.000006s : 35: predicate.arithmetic_simplify 1.22% : 0.000004s : 24: predicate.cast_eliminate 0.45% : 0.000001s : 2: predicate.check_bprop_eliminate 0.53% : 0.000002s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.51% : 0.000002s : 11: predicate.depend_value_elim 1.07% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.18% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.48% : 0.000004s : 24: predicate.dict_set_item_eliminator 0.56% : 0.000002s : 2: predicate.dumpgradient_eliminate 0.06% : 0.000000s : 1: predicate.elim_not_effective 0.29% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.65% : 0.000005s : 25: predicate.environ_add_const_eliminate 1.03% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.08% : 0.000003s : 25: predicate.environ_get_depend_swap 1.63% : 0.000005s : 36: predicate.environ_get_eliminate 1.02% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.87% : 0.000006s : 41: predicate.exchange_switch_depend_value 3.06% : 0.000009s : 41: predicate.float_depend_g_call 0.51% : 0.000002s : 11: predicate.float_environ_get_switch 0.59% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.60% : 0.000002s : 11: predicate.get_grad_eliminate 0.06% : 0.000000s : 1: predicate.graph_param_transform 0.52% : 0.000002s : 11: predicate.incorporate_call 0.48% : 0.000001s : 11: predicate.incorporate_call_switch 5.96% : 0.000018s : 89: predicate.inline 1.13% : 0.000003s : 16: predicate.inline_without_move 0.28% : 0.000001s : 11: predicate.j_node_and_user_rematch 1.56% : 0.000005s : 11: predicate.less_batch_normalization 1.42% : 0.000004s : 28: predicate.list_to_tuple_eliminator_ 2.70% : 0.000008s : 52: predicate.load_eliminater 0.65% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.50% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.48% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.52% : 0.000002s : 11: predicate.merge_addn 0.13% : 0.000000s : 2: predicate.micro_step_allgather_replace 0.31% : 0.000001s : 2: predicate.mini_step_allgather_replace 0.97% : 0.000003s : 24: predicate.minmaximum_grad 0.54% : 0.000002s : 1: predicate.mutable_eliminate 0.10% : 0.000000s : 1: predicate.opt_reshape 0.63% : 0.000002s : 1: predicate.parallel_virtual_node 3.10% : 0.000009s : 41: predicate.partial_defer_inline 1.34% : 0.000004s : 27: predicate.partial_eliminate 1.07% : 0.000003s : 24: predicate.print_const_string_wrapper 0.58% : 0.000002s : 11: predicate.reduce_all_const_elim 1.66% : 0.000005s : 24: predicate.reduce_eliminate 2.30% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.40% : 0.000001s : 11: predicate.remove_not_recompute_node 1.06% : 0.000003s : 28: predicate.replace_applicator 0.55% : 0.000002s : 16: predicate.replace_old_param 0.08% : 0.000000s : 1: predicate.reset_defer_inline 1.17% : 0.000004s : 24: predicate.reshape_eliminate 0.17% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.29% : 0.000001s : 1: predicate.row_tensor_eliminate 0.26% : 0.000001s : 2: predicate.same_eliminate 0.34% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.69% : 0.000002s : 11: predicate.shard_identity_eliminate 0.66% : 0.000002s : 2: predicate.special_op_eliminate 0.65% : 0.000002s : 11: predicate.specialize_transform 0.72% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.02% : 0.000003s : 16: predicate.stack_unstack_eliminate 0.13% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.16% : 0.000006s : 41: predicate.switch_defer_inline 2.39% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.30% : 0.000022s : 136: predicate.switch_simplify 1.05% : 0.000003s : 24: predicate.tile_eliminate 1.05% : 0.000003s : 24: predicate.transpose_eliminate 1.17% : 0.000003s : 26: predicate.tuple_list_convert_item_index_to_positive 1.34% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.28% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 2.54% : 0.000008s : 39: predicate.tuple_list_get_item_eliminator 1.19% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.48% : 0.000007s : 37: predicate.tuple_list_set_item_eliminator 1.25% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.12% : 0.000006s : 52: predicate.updatestate_pure_node_eliminater 2.95% : 0.000009s : 63: predicate.updatestate_useless_node_eliminater 0.25% : 0.000001s : 1: predicate.value_based_eliminate 0.60% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.59% : 0.000002s : 11: predicate.virtual_output_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.] 0.007155 29 35.90% : 0.002569s : 11: func_graph_cloner_run.FuncGraphClonerGraph 64.10% : 0.004586s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.172277 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.57% : 0.006629s : 1: add_attr 0.56% : 0.006613s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.00% : 0.000040s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000322s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000009s : 1: bias_add_comm_swap 0.04% : 0.000445s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000013s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.03% : 0.000356s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000007s : 1: inline 0.00% : 0.000007s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000005s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.06% : 0.000686s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.07% : 0.000858s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.19% : 0.002188s : 78: opt.transform.opt_a 0.00% : 0.000016s : 1: opt.transform.opt_after_cconv 0.00% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000049s : 28: opt.transform.opt_b 0.00% : 0.000028s : 2: opt.transform.opt_trans_graph 0.00% : 0.000026s : 4: opt.transform.symbol_engine_opt 0.62% : 0.007278s : 1: opt_a 0.01% : 0.000092s : 1: opt_after_cconv 0.06% : 0.000657s : 1: opt_after_jit_grad 0.01% : 0.000152s : 1: opt_b 0.85% : 0.010003s : 1: optimize 0.00% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000004s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000006s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000009s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000077s : 1: pre_auto_parallel 0.00% : 0.000011s : 1: py_interpret_to_execute 0.00% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000018s : 1: remove_dup_value 0.13% : 0.001476s : 1: renormalize.infer 0.08% : 0.000956s : 1: renormalize.specialize 0.00% : 0.000007s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000020s : 1: rewriter_after_opt_a 0.03% : 0.000365s : 1: rewriter_before_opt_a 0.00% : 0.000006s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000004s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000066s : 1: symbol_engine_optimizer 0.00% : 0.000058s : 1: tuple_transform 96.59% : 1.132349s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape0-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape0-kbk],max_mem:2.0M TotalTime = 0.57672, [21] [bootstrap]: 0.18488 [type_inference]: 0.178809 [event_method]: 2.353e-05 [auto_monad]: 8.772e-05 [graph_reusing]: 6.86999e-06 [inline]: 2.21e-06 [add_attr]: 0.00442202, [1] [add_attr_with_inline]: 0.00440648, [1] [Cycle 1]: 7.829e-05, [2] [tag_attr]: 2.738e-05 [meta_addattr_fg_expand]: 6.34999e-06 [parallel-infer-symbol]: 3.86001e-06 [pre_auto_parallel]: 4.949e-05 [insert-virtual-dataset]: 2.61e-06 [parallel-infer-symbol-second]: 7.09988e-07 [dataset_repeat_opt]: 2.28998e-06 [pipeline_split]: 1.64998e-06 [optimize]: 0.207625, [53] [py_interpret_to_execute]: 7.30998e-06 [rewriter_before_opt_a]: 0.00021045 [opt_a]: 0.205319, [2] [Cycle 1]: 0.204719, [45] [expand_dump_flag]: 3.96001e-06 [switch_simplify]: 9.041e-05 [loop_unroll]: 3.032e-05 [a_1]: 0.0005983 [with_stream_mark]: 1.969e-05 [recompute_prepare]: 6.69001e-06 [updatestate_depend_eliminate]: 3.33e-06 [updatestate_assign_eliminate]: 2.53e-06 [updatestate_loads_eliminate]: 2.34001e-06 [parameter_eliminate]: 1.81e-06 [a_2]: 5.538e-05 [accelerated_algorithm]: 4.77998e-06 [shard]: 2.20002e-06 [meta_shard_fg_expand]: 1.96998e-06 [shard_inline]: 4.38001e-06 [merge_send_recv]: 8.03999e-06 [auto_parallel]: 5.87999e-06 [parallel]: 2.822e-05 [flash_sp]: 9.42001e-06 [merge_comm]: 2.81e-06 [allreduce_fusion]: 2.29001e-06 [matmul_add_comm_reduction]: 8.65001e-06 [allreduce_slice_to_reducescatter]: 9.60019e-07 [virtual_shard_identity]: 5.94999e-06 [virtual_dataset]: 4.42998e-06 [get_grad_eliminate_]: 4.65001e-06 [virtual_output]: 4.15999e-06 [merge_forward]: 2.95998e-06 [cell_reuse_recompute_pass]: 1.06997e-06 [offload_activation]: 8.35999e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.34e-06 [merge_recompute_call_nodes]: 1.52001e-06 [before_grad]: 7.87e-06 [set_forward_comm_id_for_comm_node_pass]: 2.46e-06 [meta_fg_expand]: 2.31998e-06 [flash_sp_send_recv_attached]: 2.48002e-06 [receive_attached]: 2.46e-06 [after_resolve]: 9.35001e-06 [a_after_grad]: 6.12999e-06 [renormalize]: 0.203356 [add_forward_monad_depend]: 1.149e-05 [auto_monad_grad]: 2.76e-06 [auto_monad_eliminator]: 2.039e-05 [cse]: 3.29e-05 [a_3]: 5.18e-05 [Cycle 2]: 0.00058709, [45] [expand_dump_flag]: 2.48e-06 [switch_simplify]: 6.96999e-06 [loop_unroll]: 4.82e-06 [a_1]: 7.735e-05 [with_stream_mark]: 1.968e-05 [recompute_prepare]: 4.68999e-06 [updatestate_depend_eliminate]: 3.01001e-06 [updatestate_assign_eliminate]: 2.73e-06 [updatestate_loads_eliminate]: 2.54001e-06 [parameter_eliminate]: 1.71002e-06 [a_2]: 4.455e-05 [accelerated_algorithm]: 5.15001e-06 [shard]: 3.14001e-06 [meta_shard_fg_expand]: 1.83002e-06 [shard_inline]: 4.54002e-06 [merge_send_recv]: 8.17e-06 [auto_parallel]: 9.09998e-06 [parallel]: 8.62e-06 [flash_sp]: 5.49e-06 [merge_comm]: 2.49001e-06 [allreduce_fusion]: 2.74999e-06 [matmul_add_comm_reduction]: 8.61002e-06 [allreduce_slice_to_reducescatter]: 9.40025e-07 [virtual_shard_identity]: 5.82999e-06 [virtual_dataset]: 4.87e-06 [get_grad_eliminate_]: 4.32e-06 [virtual_output]: 4.13999e-06 [merge_forward]: 3.38e-06 [cell_reuse_recompute_pass]: 3.09999e-06 [offload_activation]: 9.07001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.915e-05 [merge_recompute_call_nodes]: 1.50001e-06 [before_grad]: 9.09e-06 [set_forward_comm_id_for_comm_node_pass]: 3.9e-06 [meta_fg_expand]: 2.36998e-06 [flash_sp_send_recv_attached]: 2.16998e-06 [receive_attached]: 2.51e-06 [after_resolve]: 1.002e-05 [a_after_grad]: 7.48e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 3.26001e-06 [auto_monad_grad]: 1.26002e-06 [auto_monad_eliminator]: 6.04999e-06 [cse]: 1.414e-05 [a_3]: 2.275e-05 [py_interpret_to_execute_after_opt_a]: 1.142e-05 [slice_cell_reuse_recomputed_activation]: 2.34001e-06 [rewriter_after_opt_a]: 1.931e-05 [convert_after_rewriter]: 1.29e-06 [order_py_execute_after_rewriter]: 1.20999e-06 [mutable_eliminate]: 0.00075694 [opt_b]: 0.00015917, [1] [Cycle 1]: 0.00015089, [7] [b_1]: 8.318e-05 [b_2]: 6.31e-06 [updatestate_depend_eliminate]: 7.76001e-06 [updatestate_assign_eliminate]: 1.79e-06 [updatestate_loads_eliminate]: 1.91e-06 [renormalize]: 5.00004e-07 [cse]: 1.621e-05 [optimize_parallel_all_gather_comm]: 1.805e-05 [overlap_param_gather]: 2.18002e-06 [cconv]: 3.32e-05 [loop_unroll]: 0.00046116 [opt_after_cconv]: 8.737e-05, [1] [Cycle 1]: 8.083e-05, [7] [c_1]: 1.921e-05 [parameter_eliminate]: 4.31002e-06 [updatestate_depend_eliminate]: 5.42001e-06 [updatestate_assign_eliminate]: 1.82001e-06 [updatestate_loads_eliminate]: 1.97999e-06 [cse]: 1.62e-05 [renormalize]: 5.60016e-07 [remove_dup_value]: 1.365e-05 [tuple_transform]: 5.946e-05, [1] [Cycle 1]: 5.521e-05, [4] [d_1]: 3.073e-05 [none_parameter_eliminate]: 1.71e-06 [renormalize]: 1.50001e-07 [switch_simplify]: 4.79e-06 [partial_unused_args_eliminate]: 2.14999e-06 [add_recomputation]: 4.07e-05 [cse_after_recomputation]: 1.681e-05, [1] [Cycle 1]: 1.249e-05, [1] [cse]: 6.92002e-06 [environ_conv]: 4.97999e-06 [swap_dp_allreduce_reducescatter]: 4.38001e-06 [bias_add_comm_swap]: 2.78e-06 [label_micro_interleaved_index]: 4.80001e-06 [label_fine_grained_interleaved_index]: 2.58e-06 [merge_cast_opt]: 1.22999e-06 [slice_recompute_activation]: 2.52001e-06 [micro_interleaved_order_control]: 2.49001e-06 [assign_add_opt]: 1.32e-06 [ForceFp32Comm]: 1.09e-06 [remove_cast_before_assign_add]: 1.07e-06 [full_micro_interleaved_order_control]: 2.37999e-06 [reorder_send_recv_between_fp_bp]: 2.86e-06 [comm_op_add_attrs]: 1.32e-06 [add_comm_op_reuse_tag]: 1.34e-06 [interleave_split_concat_branches]: 1.14e-06 [interleave_parallel_branches]: 1.06002e-06 [overlap_opt_shard_in_pipeline]: 1.40001e-06 [overlap_opt_shard_grad_in_pipeline]: 1.91998e-06 [control_data_broadcast_order]: 1.066e-05 [grouped_pairwise_exchange_alltoall]: 1.52999e-06 [offloading_packed_experts]: 3.20998e-06 [overlap_recompute_and_grad_model_parallel]: 3.78999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.19998e-06 [overlap_recompute_allgather_and_fa_grad]: 1.39003e-06 [overlap_recompute_comm]: 2.41e-06 [overlap_grad_ring_attention]: 4.00998e-06 [overlap_grad_flash_sp]: 2.046e-05 [begin_end_overlap_inline]: 4.89992e-07 [split_matmul_comm_elemetwise]: 3.01001e-06 [split_layernorm_comm]: 1.89e-06 [handle_group_info]: 1.35999e-06 [symbol_engine_optimizer]: 6.894e-05, [1] [Cycle 1]: 6.438e-05, [6] [build]: 4.73001e-06 [elim_shapecalc]: 8.02e-06 [elim_not_effective]: 1.032e-05 [opt_reshape]: 4.93001e-06 [fold_const_symbol]: 7.06999e-06 [renormalize]: 5.19998e-07 [detach_backward]: 2.59001e-06 [pipeline_parallel_scheduler]: 1.78997e-06 [auto_monad_reorder]: 1.579e-05 [get_jit_bprop_graph]: 1.79e-06 [rewriter_after_jit_bprop_graph]: 4.94e-06 [opt_after_jit_grad]: 0.00055047 [validate]: 4.615e-05 Sums bootstrap : 0.184880s : 32.36% type_inference : 0.178809s : 31.30% event_method : 0.000024s : 0.00% auto_monad : 0.000088s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000002s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.00% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000049s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000210s : 0.04% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000097s : 0.02% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000676s : 0.12% optimize.opt_a.with_stream_mark : 0.000039s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000100s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000004s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000016s : 0.00% optimize.opt_a.auto_parallel : 0.000015s : 0.00% optimize.opt_a.parallel : 0.000037s : 0.01% optimize.opt_a.flash_sp : 0.000015s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000017s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000017s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000048s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000017s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000005s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000019s : 0.00% optimize.opt_a.a_after_grad : 0.000014s : 0.00% optimize.opt_a.renormalize : 0.203356s : 35.60% optimize.opt_a.add_forward_monad_depend : 0.000015s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000026s : 0.00% optimize.opt_a.cse : 0.000047s : 0.01% optimize.opt_a.a_3 : 0.000075s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000011s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000757s : 0.13% optimize.opt_b.b_1 : 0.000083s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000008s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000016s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000018s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000033s : 0.01% optimize.loop_unroll : 0.000461s : 0.08% optimize.opt_after_cconv.c_1 : 0.000019s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000016s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000014s : 0.00% optimize.tuple_transform.d_1 : 0.000031s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000041s : 0.01% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000003s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000003s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000005s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000001s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 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 : 0.000550s : 0.10% validate : 0.000046s : 0.01% Time group info: ------[substitution.] 0.000222 19 0.87% : 0.000002s : 1: substitution.elim_not_effective 0.54% : 0.000001s : 1: substitution.fold_const_symbol 2.15% : 0.000005s : 2: substitution.graph_param_transform 69.29% : 0.000154s : 6: substitution.inline 1.90% : 0.000004s : 2: substitution.j_node_and_user_rematch 13.12% : 0.000029s : 2: substitution.remove_not_recompute_node 2.27% : 0.000005s : 2: substitution.replace_old_param 4.14% : 0.000009s : 1: substitution.switch_simplify 5.73% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.178725 2 99.16% : 0.177222s : 1: type_inference.infer 0.84% : 0.001503s : 1: type_inference.specialize ------[replace.] 0.000084 9 54.84% : 0.000046s : 6: replace.inline 28.59% : 0.000024s : 1: replace.switch_simplify 16.57% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000170 9 88.38% : 0.000150s : 6: match.inline 4.84% : 0.000008s : 1: match.switch_simplify 6.78% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000167 912 1.22% : 0.000002s : 11: predicate.accumulaten_eliminater 0.81% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.33% : 0.000001s : 4: predicate.addn_check_dump 1.12% : 0.000002s : 11: predicate.addn_zero_filter 0.83% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 2.12% : 0.000004s : 15: predicate.arithmetic_simplify 1.00% : 0.000002s : 11: predicate.cast_eliminate 0.45% : 0.000001s : 4: predicate.check_bprop_eliminate 0.39% : 0.000001s : 4: predicate.compare_switch_simplify 0.11% : 0.000000s : 2: predicate.const_output_eliminate 0.54% : 0.000001s : 4: predicate.depend_value_elim 0.96% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.21% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.26% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.14% : 0.000000s : 2: predicate.elim_not_effective 0.29% : 0.000000s : 2: predicate.elim_shapecalc_of_broadcastargs 1.21% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.05% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.08% : 0.000002s : 13: predicate.environ_get_depend_swap 1.44% : 0.000002s : 17: predicate.environ_get_eliminate 1.14% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.54% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.90% : 0.000005s : 19: predicate.float_depend_g_call 0.35% : 0.000001s : 4: predicate.float_environ_get_switch 0.43% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.10% : 0.000000s : 2: predicate.fold_const_symbol 0.65% : 0.000001s : 4: predicate.get_grad_eliminate 0.25% : 0.000000s : 2: predicate.graph_param_transform 0.35% : 0.000001s : 4: predicate.incorporate_call 0.30% : 0.000001s : 4: predicate.incorporate_call_switch 6.32% : 0.000011s : 42: predicate.inline 0.56% : 0.000001s : 4: predicate.inline_without_move 0.22% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.80% : 0.000001s : 4: predicate.less_batch_normalization 1.75% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.32% : 0.000004s : 28: predicate.load_eliminater 1.24% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.00% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.53% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.65% : 0.000001s : 4: predicate.merge_addn 0.54% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.39% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.99% : 0.000002s : 11: predicate.minmaximum_grad 1.43% : 0.000002s : 2: predicate.mutable_eliminate 0.34% : 0.000001s : 2: predicate.opt_reshape 0.33% : 0.000001s : 2: predicate.parallel_virtual_node 2.14% : 0.000004s : 19: predicate.partial_defer_inline 1.35% : 0.000002s : 15: predicate.partial_eliminate 1.06% : 0.000002s : 11: predicate.print_const_string_wrapper 0.42% : 0.000001s : 4: predicate.reduce_all_const_elim 1.73% : 0.000003s : 11: predicate.reduce_eliminate 2.52% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.39% : 0.000001s : 4: predicate.remove_not_recompute_node 1.33% : 0.000002s : 17: predicate.replace_applicator 0.51% : 0.000001s : 4: predicate.replace_old_param 0.16% : 0.000000s : 2: predicate.reset_defer_inline 1.40% : 0.000002s : 11: predicate.reshape_eliminate 0.43% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.38% : 0.000001s : 2: predicate.row_tensor_eliminate 1.14% : 0.000002s : 4: predicate.same_eliminate 0.30% : 0.000001s : 4: predicate.set_cell_output_no_recompute 0.65% : 0.000001s : 4: predicate.shard_identity_eliminate 0.54% : 0.000001s : 4: predicate.special_op_eliminate 0.45% : 0.000001s : 4: predicate.specialize_transform 0.90% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.70% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.31% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.72% : 0.000003s : 19: predicate.switch_defer_inline 2.03% : 0.000003s : 23: predicate.switch_layer_defer_inline 5.84% : 0.000010s : 62: predicate.switch_simplify 1.05% : 0.000002s : 11: predicate.tile_eliminate 1.06% : 0.000002s : 11: predicate.transpose_eliminate 1.58% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.47% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.22% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.21% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.44% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.19% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.73% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.30% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.70% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.73% : 0.000001s : 2: predicate.value_based_eliminate 0.74% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.52% : 0.000001s : 4: predicate.virtual_output_eliminate 0.19% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.38% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001067 14 49.83% : 0.000532s : 6: func_graph_cloner_run.FuncGraphClonerGraph 50.17% : 0.000535s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.993197 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.45% : 0.004428s : 1: add_attr 0.44% : 0.004411s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.00% : 0.000045s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.01% : 0.000093s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 18.62% : 0.184921s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.00% : 0.000030s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000011s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000008s : 1: label_micro_interleaved_index 0.05% : 0.000469s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.08% : 0.000768s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000014s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000016s : 1: opt.transform.mutable_eliminate 0.11% : 0.001055s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.00% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000061s : 28: opt.transform.opt_b 0.00% : 0.000034s : 2: opt.transform.opt_trans_graph 0.00% : 0.000027s : 4: opt.transform.symbol_engine_opt 20.67% : 0.205322s : 1: opt_a 0.01% : 0.000091s : 1: opt_after_cconv 0.06% : 0.000560s : 1: opt_after_jit_grad 0.02% : 0.000163s : 1: opt_b 20.91% : 0.207631s : 1: optimize 0.00% : 0.000022s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000024s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000006s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000004s : 1: pipeline_split 0.01% : 0.000054s : 1: pre_auto_parallel 0.00% : 0.000011s : 1: py_interpret_to_execute 0.00% : 0.000015s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000017s : 1: remove_dup_value 20.41% : 0.202709s : 1: renormalize.infer 0.06% : 0.000627s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000023s : 1: rewriter_after_opt_a 0.02% : 0.000216s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000006s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000072s : 1: symbol_engine_optimizer 0.01% : 0.000062s : 1: tuple_transform 18.01% : 0.178834s : 1: type_inference TotalTime = 0.68954, [21] [bootstrap]: 0.00045405 [type_inference]: 0.437788 [event_method]: 0.00022161 [auto_monad]: 0.00017614 [graph_reusing]: 1.074e-05 [inline]: 2.96999e-06 [add_attr]: 0.00379866, [1] [add_attr_with_inline]: 0.00378721, [1] [Cycle 1]: 9.974e-05, [2] [tag_attr]: 4.948e-05 [meta_addattr_fg_expand]: 1.044e-05 [parallel-infer-symbol]: 4.05998e-06 [pre_auto_parallel]: 6.58e-05 [insert-virtual-dataset]: 2.99001e-06 [parallel-infer-symbol-second]: 1.09e-06 [dataset_repeat_opt]: 2.31e-06 [pipeline_split]: 1.69e-06 [optimize]: 0.246184, [53] [py_interpret_to_execute]: 6.81001e-06 [rewriter_before_opt_a]: 0.00034017 [opt_a]: 0.243692, [2] [Cycle 1]: 0.243064, [45] [expand_dump_flag]: 5.96998e-06 [switch_simplify]: 0.00016751 [loop_unroll]: 6.297e-05 [a_1]: 0.00143868 [with_stream_mark]: 3.427e-05 [recompute_prepare]: 2.152e-05 [updatestate_depend_eliminate]: 8.25999e-06 [updatestate_assign_eliminate]: 5.74e-06 [updatestate_loads_eliminate]: 5.40999e-06 [parameter_eliminate]: 2.79999e-06 [a_2]: 0.0243698 [accelerated_algorithm]: 2.298e-05 [shard]: 5.37999e-06 [meta_shard_fg_expand]: 9.66998e-06 [shard_inline]: 1.445e-05 [merge_send_recv]: 3.467e-05 [auto_parallel]: 1.904e-05 [parallel]: 2.325e-05 [flash_sp]: 1.502e-05 [merge_comm]: 7.73001e-06 [allreduce_fusion]: 6.71e-06 [matmul_add_comm_reduction]: 3.702e-05 [allreduce_slice_to_reducescatter]: 8.70001e-07 [virtual_shard_identity]: 1.619e-05 [virtual_dataset]: 1.303e-05 [get_grad_eliminate_]: 1.192e-05 [virtual_output]: 1.192e-05 [merge_forward]: 8.70001e-06 [cell_reuse_recompute_pass]: 3.38e-06 [offload_activation]: 1.673e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.566e-05 [merge_recompute_call_nodes]: 1.55999e-06 [before_grad]: 2.285e-05 [set_forward_comm_id_for_comm_node_pass]: 7.20003e-06 [meta_fg_expand]: 0.00128671 [flash_sp_send_recv_attached]: 4.31002e-06 [receive_attached]: 2.64999e-06 [after_resolve]: 4.536e-05 [a_after_grad]: 5.072e-05 [renormalize]: 0.214722 [add_forward_monad_depend]: 1.131e-05 [auto_monad_grad]: 2.88998e-06 [auto_monad_eliminator]: 2.124e-05 [cse]: 3.518e-05 [a_3]: 4.988e-05 [Cycle 2]: 0.00061429, [45] [expand_dump_flag]: 3.18e-06 [switch_simplify]: 7.44002e-06 [loop_unroll]: 3.83999e-06 [a_1]: 5.109e-05 [with_stream_mark]: 1.991e-05 [recompute_prepare]: 4.17e-06 [updatestate_depend_eliminate]: 3.16001e-06 [updatestate_assign_eliminate]: 2.36998e-06 [updatestate_loads_eliminate]: 2.53e-06 [parameter_eliminate]: 2.12001e-06 [a_2]: 3.782e-05 [accelerated_algorithm]: 4.33999e-06 [shard]: 2.22999e-06 [meta_shard_fg_expand]: 1.99e-06 [shard_inline]: 3.49001e-06 [merge_send_recv]: 8.00999e-06 [auto_parallel]: 7.85e-06 [parallel]: 8.95001e-06 [flash_sp]: 4.08001e-06 [merge_comm]: 2.19999e-06 [allreduce_fusion]: 2.52001e-06 [matmul_add_comm_reduction]: 7.85e-06 [allreduce_slice_to_reducescatter]: 8.09989e-07 [virtual_shard_identity]: 5.18002e-06 [virtual_dataset]: 3.9e-06 [get_grad_eliminate_]: 3.73999e-06 [virtual_output]: 3.75998e-06 [merge_forward]: 3.34001e-06 [cell_reuse_recompute_pass]: 4.13999e-06 [offload_activation]: 8.46002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.36e-05 [merge_recompute_call_nodes]: 1.49e-06 [before_grad]: 7.18e-06 [set_forward_comm_id_for_comm_node_pass]: 3.3e-06 [meta_fg_expand]: 0.00010804 [flash_sp_send_recv_attached]: 2.12999e-06 [receive_attached]: 2.36998e-06 [after_resolve]: 5.96998e-06 [a_after_grad]: 4.85001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.66e-06 [auto_monad_grad]: 1.42e-06 [auto_monad_eliminator]: 7.2e-06 [cse]: 1.524e-05 [a_3]: 1.955e-05 [py_interpret_to_execute_after_opt_a]: 1.132e-05 [slice_cell_reuse_recomputed_activation]: 1.99999e-06 [rewriter_after_opt_a]: 1.921e-05 [convert_after_rewriter]: 2.02001e-06 [order_py_execute_after_rewriter]: 1.14e-06 [mutable_eliminate]: 0.00072781 [opt_b]: 0.0001482, [1] [Cycle 1]: 0.00014016, [7] [b_1]: 7.093e-05 [b_2]: 6.84999e-06 [updatestate_depend_eliminate]: 5.94e-06 [updatestate_assign_eliminate]: 1.86e-06 [updatestate_loads_eliminate]: 1.82999e-06 [renormalize]: 7.2e-07 [cse]: 1.947e-05 [optimize_parallel_all_gather_comm]: 1.701e-05 [overlap_param_gather]: 2.02999e-06 [cconv]: 3.088e-05 [loop_unroll]: 0.00048489 [opt_after_cconv]: 0.00013998, [1] [Cycle 1]: 0.00013365, [7] [c_1]: 1.449e-05 [parameter_eliminate]: 3.76001e-06 [updatestate_depend_eliminate]: 5.19e-06 [updatestate_assign_eliminate]: 2.86e-06 [updatestate_loads_eliminate]: 1.77999e-06 [cse]: 1.759e-05 [renormalize]: 3.39991e-07 [remove_dup_value]: 1.538e-05 [tuple_transform]: 5.723e-05, [1] [Cycle 1]: 5.239e-05, [4] [d_1]: 2.606e-05 [none_parameter_eliminate]: 2.01e-06 [renormalize]: 1.69995e-07 [switch_simplify]: 4.89998e-06 [partial_unused_args_eliminate]: 2.21e-06 [add_recomputation]: 4.107e-05 [cse_after_recomputation]: 1.943e-05, [1] [Cycle 1]: 1.533e-05, [1] [cse]: 9.15999e-06 [environ_conv]: 4.99998e-06 [swap_dp_allreduce_reducescatter]: 4.08001e-06 [bias_add_comm_swap]: 2.69999e-06 [label_micro_interleaved_index]: 6.00002e-06 [label_fine_grained_interleaved_index]: 3.36999e-06 [merge_cast_opt]: 1.53002e-06 [slice_recompute_activation]: 2.39999e-06 [micro_interleaved_order_control]: 2.11e-06 [assign_add_opt]: 1.89999e-06 [ForceFp32Comm]: 8.39995e-07 [remove_cast_before_assign_add]: 1.07e-06 [full_micro_interleaved_order_control]: 2.14e-06 [reorder_send_recv_between_fp_bp]: 2.56e-06 [comm_op_add_attrs]: 1.14e-06 [add_comm_op_reuse_tag]: 9.89996e-07 [interleave_split_concat_branches]: 1.19998e-06 [interleave_parallel_branches]: 1.05001e-06 [overlap_opt_shard_in_pipeline]: 1.27e-06 [overlap_opt_shard_grad_in_pipeline]: 1.85001e-06 [control_data_broadcast_order]: 1.168e-05 [grouped_pairwise_exchange_alltoall]: 1.81e-06 [offloading_packed_experts]: 3.98001e-06 [overlap_recompute_and_grad_model_parallel]: 4.07e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.25001e-06 [overlap_recompute_allgather_and_fa_grad]: 1.59e-06 [overlap_recompute_comm]: 2.27999e-06 [overlap_grad_ring_attention]: 4.15e-06 [overlap_grad_flash_sp]: 1.814e-05 [begin_end_overlap_inline]: 4.7998e-07 [split_matmul_comm_elemetwise]: 2.12999e-06 [split_layernorm_comm]: 1.88997e-06 [handle_group_info]: 1.24998e-06 [symbol_engine_optimizer]: 6.717e-05, [1] [Cycle 1]: 6.228e-05, [6] [build]: 3.53999e-06 [elim_shapecalc]: 7.17002e-06 [elim_not_effective]: 1.007e-05 [opt_reshape]: 4.75999e-06 [fold_const_symbol]: 6.91001e-06 [renormalize]: 1.59984e-07 [detach_backward]: 2.48e-06 [pipeline_parallel_scheduler]: 1.55999e-06 [auto_monad_reorder]: 1.612e-05 [get_jit_bprop_graph]: 2.55002e-06 [rewriter_after_jit_bprop_graph]: 6.04001e-06 [opt_after_jit_grad]: 0.00056883 [validate]: 4.332e-05 Sums bootstrap : 0.000454s : 0.07% type_inference : 0.437788s : 63.95% event_method : 0.000222s : 0.03% auto_monad : 0.000176s : 0.03% graph_reusing : 0.000011s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000049s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000010s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000066s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000340s : 0.05% optimize.opt_a.expand_dump_flag : 0.000009s : 0.00% optimize.opt_a.switch_simplify : 0.000175s : 0.03% optimize.opt_a.loop_unroll : 0.000067s : 0.01% optimize.opt_a.a_1 : 0.001490s : 0.22% optimize.opt_a.with_stream_mark : 0.000054s : 0.01% optimize.opt_a.recompute_prepare : 0.000026s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.024408s : 3.57% optimize.opt_a.accelerated_algorithm : 0.000027s : 0.00% optimize.opt_a.shard : 0.000008s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000012s : 0.00% optimize.opt_a.shard_inline : 0.000018s : 0.00% optimize.opt_a.merge_send_recv : 0.000043s : 0.01% optimize.opt_a.auto_parallel : 0.000027s : 0.00% optimize.opt_a.parallel : 0.000032s : 0.00% optimize.opt_a.flash_sp : 0.000019s : 0.00% optimize.opt_a.merge_comm : 0.000010s : 0.00% optimize.opt_a.allreduce_fusion : 0.000009s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000045s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000021s : 0.00% optimize.opt_a.virtual_dataset : 0.000017s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000016s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000012s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000008s : 0.00% optimize.opt_a.offload_activation : 0.000025s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000039s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000030s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000011s : 0.00% optimize.opt_a.meta_fg_expand : 0.001395s : 0.20% optimize.opt_a.flash_sp_send_recv_attached : 0.000006s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000051s : 0.01% optimize.opt_a.a_after_grad : 0.000056s : 0.01% optimize.opt_a.renormalize : 0.214722s : 31.37% optimize.opt_a.add_forward_monad_depend : 0.000013s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000028s : 0.00% optimize.opt_a.cse : 0.000050s : 0.01% optimize.opt_a.a_3 : 0.000069s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000011s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.00% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000728s : 0.11% optimize.opt_b.b_1 : 0.000071s : 0.01% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000019s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000017s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000031s : 0.00% optimize.loop_unroll : 0.000485s : 0.07% optimize.opt_after_cconv.c_1 : 0.000014s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000018s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000015s : 0.00% optimize.tuple_transform.d_1 : 0.000026s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000041s : 0.01% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000006s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000002s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000004s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000002s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000018s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000004s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000569s : 0.08% validate : 0.000043s : 0.01% Time group info: ------[substitution.] 0.000454 84 0.39% : 0.000002s : 1: substitution.elim_not_effective 1.25% : 0.000006s : 9: substitution.float_depend_g_call 0.90% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.22% : 0.000001s : 1: substitution.fold_const_symbol 1.10% : 0.000005s : 1: substitution.graph_param_transform 1.02% : 0.000005s : 2: substitution.incorporate_call 0.47% : 0.000002s : 2: substitution.incorporate_call_switch 68.62% : 0.000311s : 15: substitution.inline 3.78% : 0.000017s : 1: substitution.inline_without_move 1.71% : 0.000008s : 8: substitution.j_node_and_user_rematch 0.80% : 0.000004s : 2: substitution.minmaximum_grad 1.46% : 0.000007s : 9: substitution.partial_eliminate 1.66% : 0.000008s : 8: substitution.remove_not_recompute_node 0.58% : 0.000003s : 1: substitution.replace_applicator 0.90% : 0.000004s : 3: substitution.replace_old_param 0.62% : 0.000003s : 1: substitution.set_cell_output_no_recompute 2.87% : 0.000013s : 4: substitution.switch_simplify 1.74% : 0.000008s : 2: substitution.tuple_list_convert_item_index_to_positive 0.76% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 1.12% : 0.000005s : 2: substitution.tuple_list_get_item_depend_reorder 7.08% : 0.000032s : 6: substitution.tuple_list_get_item_eliminator 0.95% : 0.000004s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.437673 2 99.32% : 0.434698s : 1: type_inference.infer 0.68% : 0.002975s : 1: type_inference.specialize ------[replace.] 0.000174 21 60.42% : 0.000105s : 15: replace.inline 32.17% : 0.000056s : 4: replace.switch_simplify 7.41% : 0.000013s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000325 21 93.50% : 0.000304s : 15: match.inline 3.14% : 0.000010s : 4: match.switch_simplify 3.37% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000303 1805 1.07% : 0.000003s : 24: predicate.accumulaten_eliminater 0.34% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 0.50% : 0.000002s : 11: predicate.addn_check_dump 1.08% : 0.000003s : 24: predicate.addn_zero_filter 0.97% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 3.39% : 0.000010s : 35: predicate.arithmetic_simplify 1.12% : 0.000003s : 24: predicate.cast_eliminate 0.15% : 0.000000s : 2: predicate.check_bprop_eliminate 0.54% : 0.000002s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.63% : 0.000002s : 11: predicate.depend_value_elim 1.10% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.14% : 0.000003s : 24: predicate.dict_get_item_eliminator 1.10% : 0.000003s : 24: predicate.dict_set_item_eliminator 0.61% : 0.000002s : 2: predicate.dumpgradient_eliminate 0.06% : 0.000000s : 1: predicate.elim_not_effective 0.14% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.12% : 0.000003s : 25: predicate.environ_add_const_eliminate 1.10% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.07% : 0.000003s : 25: predicate.environ_get_depend_swap 1.74% : 0.000005s : 36: predicate.environ_get_eliminate 1.18% : 0.000004s : 25: predicate.environ_get_set_eliminate 1.86% : 0.000006s : 41: predicate.exchange_switch_depend_value 3.02% : 0.000009s : 41: predicate.float_depend_g_call 0.52% : 0.000002s : 11: predicate.float_environ_get_switch 0.65% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.67% : 0.000002s : 11: predicate.get_grad_eliminate 0.06% : 0.000000s : 1: predicate.graph_param_transform 0.84% : 0.000003s : 11: predicate.incorporate_call 0.47% : 0.000001s : 11: predicate.incorporate_call_switch 6.07% : 0.000018s : 89: predicate.inline 1.22% : 0.000004s : 16: predicate.inline_without_move 0.31% : 0.000001s : 11: predicate.j_node_and_user_rematch 1.12% : 0.000003s : 11: predicate.less_batch_normalization 1.34% : 0.000004s : 28: predicate.list_to_tuple_eliminator_ 2.20% : 0.000007s : 52: predicate.load_eliminater 0.48% : 0.000001s : 1: predicate.loop_unroll_after_grad 3.36% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.31% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.48% : 0.000001s : 11: predicate.merge_addn 0.13% : 0.000000s : 2: predicate.micro_step_allgather_replace 0.17% : 0.000001s : 2: predicate.mini_step_allgather_replace 1.03% : 0.000003s : 24: predicate.minmaximum_grad 0.74% : 0.000002s : 1: predicate.mutable_eliminate 0.14% : 0.000000s : 1: predicate.opt_reshape 0.20% : 0.000001s : 1: predicate.parallel_virtual_node 2.49% : 0.000008s : 41: predicate.partial_defer_inline 1.38% : 0.000004s : 27: predicate.partial_eliminate 1.17% : 0.000004s : 24: predicate.print_const_string_wrapper 0.58% : 0.000002s : 11: predicate.reduce_all_const_elim 1.32% : 0.000004s : 24: predicate.reduce_eliminate 2.37% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000001s : 11: predicate.remove_not_recompute_node 1.17% : 0.000004s : 28: predicate.replace_applicator 0.54% : 0.000002s : 16: predicate.replace_old_param 0.14% : 0.000000s : 1: predicate.reset_defer_inline 1.11% : 0.000003s : 24: predicate.reshape_eliminate 0.21% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.22% : 0.000001s : 1: predicate.row_tensor_eliminate 0.42% : 0.000001s : 2: predicate.same_eliminate 0.35% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.88% : 0.000003s : 11: predicate.shard_identity_eliminate 0.20% : 0.000001s : 2: predicate.special_op_eliminate 0.65% : 0.000002s : 11: predicate.specialize_transform 0.52% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.19% : 0.000004s : 16: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.28% : 0.000007s : 41: predicate.switch_defer_inline 2.22% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.00% : 0.000021s : 136: predicate.switch_simplify 1.07% : 0.000003s : 24: predicate.tile_eliminate 1.01% : 0.000003s : 24: predicate.transpose_eliminate 1.29% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.21% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.21% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.04% : 0.000009s : 39: predicate.tuple_list_get_item_eliminator 1.17% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.15% : 0.000007s : 37: predicate.tuple_list_set_item_eliminator 1.36% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.13% : 0.000006s : 52: predicate.updatestate_pure_node_eliminater 5.08% : 0.000015s : 63: predicate.updatestate_useless_node_eliminater 0.11% : 0.000000s : 1: predicate.value_based_eliminate 0.74% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.59% : 0.000002s : 11: predicate.virtual_output_eliminate 0.07% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.21% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002179 29 56.56% : 0.001232s : 11: func_graph_cloner_run.FuncGraphClonerGraph 43.44% : 0.000947s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.180643 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.32% : 0.003805s : 1: add_attr 0.32% : 0.003792s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.00% : 0.000045s : 1: add_recomputation 0.00% : 0.000005s : 1: assign_add_opt 0.02% : 0.000188s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.04% : 0.000485s : 1: bootstrap 0.00% : 0.000035s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000005s : 1: convert_after_rewriter 0.00% : 0.000022s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.02% : 0.000234s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 0.00% : 0.000033s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.04% : 0.000493s : 1: loop_unroll 0.00% : 0.000005s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.06% : 0.000738s : 1: mutable_eliminate 0.00% : 0.000007s : 1: offloading_packed_experts 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000015s : 1: opt.transform.mutable_eliminate 2.24% : 0.026395s : 78: opt.transform.opt_a 0.00% : 0.000013s : 1: opt.transform.opt_after_cconv 0.00% : 0.000018s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000049s : 28: opt.transform.opt_b 0.00% : 0.000028s : 2: opt.transform.opt_trans_graph 0.00% : 0.000025s : 4: opt.transform.symbol_engine_opt 20.64% : 0.243696s : 1: opt_a 0.01% : 0.000143s : 1: opt_after_cconv 0.05% : 0.000578s : 1: opt_after_jit_grad 0.01% : 0.000152s : 1: opt_b 20.85% : 0.246189s : 1: optimize 0.00% : 0.000021s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000070s : 1: pre_auto_parallel 0.00% : 0.000010s : 1: py_interpret_to_execute 0.00% : 0.000014s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000019s : 1: remove_dup_value 18.09% : 0.213604s : 1: renormalize.infer 0.09% : 0.001097s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000023s : 1: rewriter_after_opt_a 0.03% : 0.000346s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000070s : 1: symbol_engine_optimizer 0.01% : 0.000060s : 1: tuple_transform 37.08% : 0.437819s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape0-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape0-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape1-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape1-pynative],max_mem:2.0M TotalTime = 0.55932, [21] [bootstrap]: 0.00072966 [type_inference]: 0.249947 [event_method]: 2.5e-05 [auto_monad]: 9.105e-05 [graph_reusing]: 6.86001e-06 [inline]: 3.18e-06 [add_attr]: 0.00474882, [1] [add_attr_with_inline]: 0.00473268, [1] [Cycle 1]: 7.215e-05, [2] [tag_attr]: 2.576e-05 [meta_addattr_fg_expand]: 6.14999e-06 [parallel-infer-symbol]: 3.77002e-06 [pre_auto_parallel]: 4.632e-05 [insert-virtual-dataset]: 2.89999e-06 [parallel-infer-symbol-second]: 9.10019e-07 [dataset_repeat_opt]: 1.80001e-06 [pipeline_split]: 1.62999e-06 [optimize]: 0.302961, [53] [py_interpret_to_execute]: 6.92002e-06 [rewriter_before_opt_a]: 0.00020214 [opt_a]: 0.300458, [2] [Cycle 1]: 0.00231487, [45] [expand_dump_flag]: 3.7e-06 [switch_simplify]: 9.295e-05 [loop_unroll]: 3.1e-05 [a_1]: 0.00059899 [with_stream_mark]: 1.918e-05 [recompute_prepare]: 6.89999e-06 [updatestate_depend_eliminate]: 3.07002e-06 [updatestate_assign_eliminate]: 2.37999e-06 [updatestate_loads_eliminate]: 1.99e-06 [parameter_eliminate]: 2.24999e-06 [a_2]: 5.521e-05 [accelerated_algorithm]: 5.03002e-06 [shard]: 1.86998e-06 [meta_shard_fg_expand]: 1.70001e-06 [shard_inline]: 4.48999e-06 [merge_send_recv]: 7.6e-06 [auto_parallel]: 6.76e-06 [parallel]: 2.663e-05 [flash_sp]: 8.53001e-06 [merge_comm]: 3.00998e-06 [allreduce_fusion]: 2.51e-06 [matmul_add_comm_reduction]: 8.65999e-06 [allreduce_slice_to_reducescatter]: 8.59989e-07 [virtual_shard_identity]: 6.06e-06 [virtual_dataset]: 4.55001e-06 [get_grad_eliminate_]: 4.18999e-06 [virtual_output]: 4.42e-06 [merge_forward]: 3.46999e-06 [cell_reuse_recompute_pass]: 1.12999e-06 [offload_activation]: 9.25999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.032e-05 [merge_recompute_call_nodes]: 1.72001e-06 [before_grad]: 7.75e-06 [set_forward_comm_id_for_comm_node_pass]: 2.78e-06 [meta_fg_expand]: 2.98e-06 [flash_sp_send_recv_attached]: 3.00002e-06 [receive_attached]: 2.44001e-06 [after_resolve]: 8.90999e-06 [a_after_grad]: 7.22997e-06 [renormalize]: 0.00101538 [add_forward_monad_depend]: 6.48e-06 [auto_monad_grad]: 2.78e-06 [auto_monad_eliminator]: 1.541e-05 [cse]: 2.707e-05 [a_3]: 3.775e-05 [Cycle 2]: 0.29813, [45] [expand_dump_flag]: 1.94999e-06 [switch_simplify]: 5.63002e-06 [loop_unroll]: 4.68999e-06 [a_1]: 6.752e-05 [with_stream_mark]: 1.422e-05 [recompute_prepare]: 4.33001e-06 [updatestate_depend_eliminate]: 2.36e-06 [updatestate_assign_eliminate]: 1.66998e-06 [updatestate_loads_eliminate]: 2.24999e-06 [parameter_eliminate]: 1.25999e-06 [a_2]: 4.372e-05 [accelerated_algorithm]: 4.59002e-06 [shard]: 1.31002e-06 [meta_shard_fg_expand]: 1.39998e-06 [shard_inline]: 0.297296 [merge_send_recv]: 2.796e-05 [auto_parallel]: 2.164e-05 [parallel]: 1.189e-05 [flash_sp]: 5.92999e-06 [merge_comm]: 3.32002e-06 [allreduce_fusion]: 2.79999e-06 [matmul_add_comm_reduction]: 1.511e-05 [allreduce_slice_to_reducescatter]: 1.03001e-06 [virtual_shard_identity]: 2.494e-05 [virtual_dataset]: 6.59001e-06 [get_grad_eliminate_]: 5.19e-06 [virtual_output]: 5.00001e-06 [merge_forward]: 4.07e-06 [cell_reuse_recompute_pass]: 3.66999e-06 [offload_activation]: 9.74999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.579e-05 [merge_recompute_call_nodes]: 1.37e-06 [before_grad]: 8.48999e-06 [set_forward_comm_id_for_comm_node_pass]: 3.13e-06 [meta_fg_expand]: 3.2e-06 [flash_sp_send_recv_attached]: 1.65001e-06 [receive_attached]: 2.46998e-06 [after_resolve]: 1.328e-05 [a_after_grad]: 7.72998e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 7.35e-06 [auto_monad_grad]: 2.96001e-06 [auto_monad_eliminator]: 1.45e-05 [cse]: 3.998e-05 [a_3]: 3.125e-05 [py_interpret_to_execute_after_opt_a]: 1.054e-05 [slice_cell_reuse_recomputed_activation]: 2.73e-06 [rewriter_after_opt_a]: 1.813e-05 [convert_after_rewriter]: 1.39e-06 [order_py_execute_after_rewriter]: 1.19e-06 [mutable_eliminate]: 0.00079837 [opt_b]: 0.00024771, [1] [Cycle 1]: 0.00023745, [7] [b_1]: 8.807e-05 [b_2]: 7.20998e-06 [updatestate_depend_eliminate]: 7.03998e-06 [updatestate_assign_eliminate]: 2.71e-06 [updatestate_loads_eliminate]: 2.47001e-06 [renormalize]: 7.09988e-07 [cse]: 2.063e-05 [optimize_parallel_all_gather_comm]: 1.971e-05 [overlap_param_gather]: 2.76999e-06 [cconv]: 4.3e-05 [loop_unroll]: 0.00051044 [opt_after_cconv]: 9.206e-05, [1] [Cycle 1]: 8.46e-05, [7] [c_1]: 2.108e-05 [parameter_eliminate]: 4.18001e-06 [updatestate_depend_eliminate]: 6.34001e-06 [updatestate_assign_eliminate]: 1.83002e-06 [updatestate_loads_eliminate]: 1.87999e-06 [cse]: 1.541e-05 [renormalize]: 4.89992e-07 [remove_dup_value]: 1.497e-05 [tuple_transform]: 6.33e-05, [1] [Cycle 1]: 5.879e-05, [4] [d_1]: 3.341e-05 [none_parameter_eliminate]: 1.77001e-06 [renormalize]: 1.90019e-07 [switch_simplify]: 5.31002e-06 [partial_unused_args_eliminate]: 1.99e-06 [add_recomputation]: 4.36e-05 [cse_after_recomputation]: 1.728e-05, [1] [Cycle 1]: 1.292e-05, [1] [cse]: 7.71001e-06 [environ_conv]: 5.01002e-06 [swap_dp_allreduce_reducescatter]: 4.06001e-06 [bias_add_comm_swap]: 3.04999e-06 [label_micro_interleaved_index]: 4.82e-06 [label_fine_grained_interleaved_index]: 2.50997e-06 [merge_cast_opt]: 1.37e-06 [slice_recompute_activation]: 2.02999e-06 [micro_interleaved_order_control]: 2.23002e-06 [assign_add_opt]: 1.24e-06 [ForceFp32Comm]: 9.30013e-07 [remove_cast_before_assign_add]: 1.09e-06 [full_micro_interleaved_order_control]: 2.16e-06 [reorder_send_recv_between_fp_bp]: 2.81e-06 [comm_op_add_attrs]: 1.43002e-06 [add_comm_op_reuse_tag]: 9.79984e-07 [interleave_split_concat_branches]: 1.09998e-06 [interleave_parallel_branches]: 1.09e-06 [overlap_opt_shard_in_pipeline]: 1.42e-06 [overlap_opt_shard_grad_in_pipeline]: 2.29999e-06 [control_data_broadcast_order]: 1.134e-05 [grouped_pairwise_exchange_alltoall]: 1.45999e-06 [offloading_packed_experts]: 3.17002e-06 [overlap_recompute_and_grad_model_parallel]: 3.63999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.38002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.45001e-06 [overlap_recompute_comm]: 2.21e-06 [overlap_grad_ring_attention]: 3.86001e-06 [overlap_grad_flash_sp]: 1.953e-05 [begin_end_overlap_inline]: 5.69999e-07 [split_matmul_comm_elemetwise]: 2.07001e-06 [split_layernorm_comm]: 2.26e-06 [handle_group_info]: 1.14003e-06 [symbol_engine_optimizer]: 7.241e-05, [1] [Cycle 1]: 6.783e-05, [6] [build]: 3.92998e-06 [elim_shapecalc]: 9.72999e-06 [elim_not_effective]: 1.165e-05 [opt_reshape]: 5.68002e-06 [fold_const_symbol]: 7.60998e-06 [renormalize]: 1.59984e-07 [detach_backward]: 2.31e-06 [pipeline_parallel_scheduler]: 1.42e-06 [auto_monad_reorder]: 1.594e-05 [get_jit_bprop_graph]: 1.99999e-06 [rewriter_after_jit_bprop_graph]: 6.29001e-06 [opt_after_jit_grad]: 0.00049751 [validate]: 4.051e-05 Sums bootstrap : 0.000730s : 0.13% type_inference : 0.249947s : 45.17% event_method : 0.000025s : 0.00% auto_monad : 0.000091s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000026s : 0.00% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000046s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000202s : 0.04% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000099s : 0.02% optimize.opt_a.loop_unroll : 0.000036s : 0.01% optimize.opt_a.a_1 : 0.000667s : 0.12% optimize.opt_a.with_stream_mark : 0.000033s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000004s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000099s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000003s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.297300s : 53.73% optimize.opt_a.merge_send_recv : 0.000036s : 0.01% optimize.opt_a.auto_parallel : 0.000028s : 0.01% optimize.opt_a.parallel : 0.000039s : 0.01% optimize.opt_a.flash_sp : 0.000014s : 0.00% optimize.opt_a.merge_comm : 0.000006s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000024s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000031s : 0.01% optimize.opt_a.virtual_dataset : 0.000011s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.00% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000008s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% optimize.opt_a.offload_activation : 0.000019s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000006s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000005s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000022s : 0.00% optimize.opt_a.a_after_grad : 0.000015s : 0.00% optimize.opt_a.renormalize : 0.001015s : 0.18% optimize.opt_a.add_forward_monad_depend : 0.000014s : 0.00% optimize.opt_a.auto_monad_grad : 0.000006s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000030s : 0.01% optimize.opt_a.cse : 0.000067s : 0.01% optimize.opt_a.a_3 : 0.000069s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000011s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000003s : 0.00% optimize.rewriter_after_opt_a : 0.000018s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000798s : 0.14% optimize.opt_b.b_1 : 0.000088s : 0.02% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000003s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000021s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000020s : 0.00% optimize.overlap_param_gather : 0.000003s : 0.00% optimize.cconv : 0.000043s : 0.01% optimize.loop_unroll : 0.000510s : 0.09% optimize.opt_after_cconv.c_1 : 0.000021s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000015s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000015s : 0.00% optimize.tuple_transform.d_1 : 0.000033s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000044s : 0.01% optimize.cse_after_recomputation.cse : 0.000008s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000004s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000001s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000498s : 0.09% validate : 0.000041s : 0.01% Time group info: ------[substitution.] 0.000193 19 0.82% : 0.000002s : 1: substitution.elim_not_effective 0.79% : 0.000002s : 1: substitution.fold_const_symbol 2.77% : 0.000005s : 2: substitution.graph_param_transform 77.42% : 0.000149s : 6: substitution.inline 2.01% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.30% : 0.000004s : 2: substitution.remove_not_recompute_node 3.28% : 0.000006s : 2: substitution.replace_old_param 4.28% : 0.000008s : 1: substitution.switch_simplify 6.34% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.249837 2 99.30% : 0.248080s : 1: type_inference.infer 0.70% : 0.001756s : 1: type_inference.specialize ------[replace.] 0.000085 9 53.53% : 0.000045s : 6: replace.inline 29.61% : 0.000025s : 1: replace.switch_simplify 16.86% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000164 9 89.03% : 0.000146s : 6: match.inline 4.53% : 0.000007s : 1: match.switch_simplify 6.44% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000167 912 0.93% : 0.000002s : 11: predicate.accumulaten_eliminater 0.65% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.33% : 0.000001s : 4: predicate.addn_check_dump 1.02% : 0.000002s : 11: predicate.addn_zero_filter 0.87% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 1.72% : 0.000003s : 15: predicate.arithmetic_simplify 1.25% : 0.000002s : 11: predicate.cast_eliminate 0.67% : 0.000001s : 4: predicate.check_bprop_eliminate 0.32% : 0.000001s : 4: predicate.compare_switch_simplify 0.11% : 0.000000s : 2: predicate.const_output_eliminate 0.34% : 0.000001s : 4: predicate.depend_value_elim 0.93% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.16% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.99% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.04% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.26% : 0.000000s : 2: predicate.elim_not_effective 0.41% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.24% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.08% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.10% : 0.000002s : 13: predicate.environ_get_depend_swap 1.48% : 0.000002s : 17: predicate.environ_get_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.65% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.62% : 0.000004s : 19: predicate.float_depend_g_call 0.31% : 0.000001s : 4: predicate.float_environ_get_switch 0.59% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.12% : 0.000000s : 2: predicate.fold_const_symbol 0.54% : 0.000001s : 4: predicate.get_grad_eliminate 0.15% : 0.000000s : 2: predicate.graph_param_transform 0.35% : 0.000001s : 4: predicate.incorporate_call 0.34% : 0.000001s : 4: predicate.incorporate_call_switch 5.99% : 0.000010s : 42: predicate.inline 0.90% : 0.000002s : 4: predicate.inline_without_move 0.22% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.79% : 0.000001s : 4: predicate.less_batch_normalization 1.75% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.56% : 0.000004s : 28: predicate.load_eliminater 1.22% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.10% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.74% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.31% : 0.000001s : 4: predicate.merge_addn 0.56% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.57% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.86% : 0.000001s : 11: predicate.minmaximum_grad 1.60% : 0.000003s : 2: predicate.mutable_eliminate 0.33% : 0.000001s : 2: predicate.opt_reshape 0.36% : 0.000001s : 2: predicate.parallel_virtual_node 2.01% : 0.000003s : 19: predicate.partial_defer_inline 1.36% : 0.000002s : 15: predicate.partial_eliminate 0.98% : 0.000002s : 11: predicate.print_const_string_wrapper 0.39% : 0.000001s : 4: predicate.reduce_all_const_elim 1.34% : 0.000002s : 11: predicate.reduce_eliminate 2.40% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.69% : 0.000001s : 4: predicate.remove_not_recompute_node 1.19% : 0.000002s : 17: predicate.replace_applicator 0.49% : 0.000001s : 4: predicate.replace_old_param 0.38% : 0.000001s : 2: predicate.reset_defer_inline 1.02% : 0.000002s : 11: predicate.reshape_eliminate 0.71% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.31% : 0.000001s : 2: predicate.row_tensor_eliminate 0.75% : 0.000001s : 4: predicate.same_eliminate 0.28% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.91% : 0.000002s : 4: predicate.shard_identity_eliminate 0.53% : 0.000001s : 4: predicate.special_op_eliminate 0.46% : 0.000001s : 4: predicate.specialize_transform 1.43% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.65% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.41% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.80% : 0.000003s : 19: predicate.switch_defer_inline 2.14% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.17% : 0.000010s : 62: predicate.switch_simplify 1.11% : 0.000002s : 11: predicate.tile_eliminate 0.93% : 0.000002s : 11: predicate.transpose_eliminate 1.59% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.72% : 0.000003s : 15: predicate.tuple_list_get_item_const_eliminator 1.35% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.20% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.53% : 0.000003s : 15: predicate.tuple_list_get_set_item_eliminator 2.10% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.65% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.45% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.78% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.32% : 0.000001s : 2: predicate.value_based_eliminate 0.62% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.50% : 0.000001s : 4: predicate.virtual_output_eliminate 0.20% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.62% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001039 14 50.15% : 0.000521s : 6: func_graph_cloner_run.FuncGraphClonerGraph 49.85% : 0.000518s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.166432 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.41% : 0.004754s : 1: add_attr 0.41% : 0.004737s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.00% : 0.000048s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.01% : 0.000097s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.07% : 0.000775s : 1: bootstrap 0.00% : 0.000047s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000005s : 1: convert_after_rewriter 0.00% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.00% : 0.000032s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000005s : 1: label_fine_grained_interleaved_index 0.00% : 0.000008s : 1: label_micro_interleaved_index 0.04% : 0.000520s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.07% : 0.000808s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000017s : 1: opt.transform.mutable_eliminate 25.58% : 0.298338s : 78: opt.transform.opt_a 0.00% : 0.000020s : 1: opt.transform.opt_after_cconv 0.00% : 0.000020s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000064s : 28: opt.transform.opt_b 0.00% : 0.000037s : 2: opt.transform.opt_trans_graph 0.00% : 0.000031s : 4: opt.transform.symbol_engine_opt 25.76% : 0.300462s : 1: opt_a 0.01% : 0.000096s : 1: opt_after_cconv 0.04% : 0.000507s : 1: opt_after_jit_grad 0.02% : 0.000251s : 1: opt_b 25.97% : 0.302967s : 1: optimize 0.00% : 0.000023s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000006s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000004s : 1: pipeline_split 0.00% : 0.000050s : 1: pre_auto_parallel 0.00% : 0.000010s : 1: py_interpret_to_execute 0.00% : 0.000013s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000018s : 1: remove_dup_value 0.05% : 0.000526s : 1: renormalize.infer 0.04% : 0.000480s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000022s : 1: rewriter_after_opt_a 0.02% : 0.000208s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000075s : 1: symbol_engine_optimizer 0.01% : 0.000066s : 1: tuple_transform 21.43% : 0.249975s : 1: type_inference TotalTime = 0.683803, [21] [bootstrap]: 0.00047825 [type_inference]: 0.590901 [event_method]: 0.00044894 [auto_monad]: 0.00020061 [graph_reusing]: 1.207e-05 [inline]: 2.74001e-06 [add_attr]: 0.047068, [1] [add_attr_with_inline]: 0.0470527, [1] [Cycle 1]: 0.00010825, [2] [tag_attr]: 5.114e-05 [meta_addattr_fg_expand]: 1.02e-05 [parallel-infer-symbol]: 3.23e-06 [pre_auto_parallel]: 7.09e-05 [insert-virtual-dataset]: 2.39999e-06 [parallel-infer-symbol-second]: 7.7e-07 [dataset_repeat_opt]: 2.20002e-06 [pipeline_split]: 1.85001e-06 [optimize]: 0.00928289, [53] [py_interpret_to_execute]: 1.141e-05 [rewriter_before_opt_a]: 0.00035524 [opt_a]: 0.00698645, [2] [Cycle 1]: 0.00642165, [45] [expand_dump_flag]: 4.62e-06 [switch_simplify]: 0.00017048 [loop_unroll]: 6.295e-05 [a_1]: 0.0015308 [with_stream_mark]: 3.65e-05 [recompute_prepare]: 2.629e-05 [updatestate_depend_eliminate]: 8.31002e-06 [updatestate_assign_eliminate]: 6.76999e-06 [updatestate_loads_eliminate]: 5.96e-06 [parameter_eliminate]: 3.5e-06 [a_2]: 0.00020942 [accelerated_algorithm]: 1.48e-05 [shard]: 2.69999e-06 [meta_shard_fg_expand]: 5.47999e-06 [shard_inline]: 1.399e-05 [merge_send_recv]: 1.708e-05 [auto_parallel]: 1.289e-05 [parallel]: 2.097e-05 [flash_sp]: 1.27e-05 [merge_comm]: 7.92e-06 [allreduce_fusion]: 7.53999e-06 [matmul_add_comm_reduction]: 3.21e-05 [allreduce_slice_to_reducescatter]: 9.10019e-07 [virtual_shard_identity]: 1.605e-05 [virtual_dataset]: 1.294e-05 [get_grad_eliminate_]: 1.277e-05 [virtual_output]: 1.265e-05 [merge_forward]: 9.60001e-06 [cell_reuse_recompute_pass]: 1.20999e-06 [offload_activation]: 1.571e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.5e-05 [merge_recompute_call_nodes]: 1.69e-06 [before_grad]: 2.375e-05 [set_forward_comm_id_for_comm_node_pass]: 7.91001e-06 [meta_fg_expand]: 0.00155612 [flash_sp_send_recv_attached]: 4.23999e-06 [receive_attached]: 2.21e-06 [after_resolve]: 4.77e-05 [a_after_grad]: 5.33e-05 [renormalize]: 0.00201018 [add_forward_monad_depend]: 6.57002e-06 [auto_monad_grad]: 2.56e-06 [auto_monad_eliminator]: 1.415e-05 [cse]: 2.975e-05 [a_3]: 3.595e-05 [Cycle 2]: 0.00055205, [45] [expand_dump_flag]: 2.29001e-06 [switch_simplify]: 6.06e-06 [loop_unroll]: 3.83001e-06 [a_1]: 4.663e-05 [with_stream_mark]: 1.328e-05 [recompute_prepare]: 3.66001e-06 [updatestate_depend_eliminate]: 2.72001e-06 [updatestate_assign_eliminate]: 2.31e-06 [updatestate_loads_eliminate]: 2.09e-06 [parameter_eliminate]: 2.12999e-06 [a_2]: 3.844e-05 [accelerated_algorithm]: 4.12e-06 [shard]: 1.70001e-06 [meta_shard_fg_expand]: 1.37e-06 [shard_inline]: 3.46001e-06 [merge_send_recv]: 6.12001e-06 [auto_parallel]: 8.84e-06 [parallel]: 7.66999e-06 [flash_sp]: 3.43999e-06 [merge_comm]: 2.20002e-06 [allreduce_fusion]: 2.40002e-06 [matmul_add_comm_reduction]: 5.66e-06 [allreduce_slice_to_reducescatter]: 4.89992e-07 [virtual_shard_identity]: 4.41002e-06 [virtual_dataset]: 3.44001e-06 [get_grad_eliminate_]: 3.65998e-06 [virtual_output]: 3.2e-06 [merge_forward]: 2.46e-06 [cell_reuse_recompute_pass]: 2.10002e-06 [offload_activation]: 6.39001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.079e-05 [merge_recompute_call_nodes]: 1.14e-06 [before_grad]: 6.28e-06 [set_forward_comm_id_for_comm_node_pass]: 2.54999e-06 [meta_fg_expand]: 9.735e-05 [flash_sp_send_recv_attached]: 1.28002e-06 [receive_attached]: 1.69e-06 [after_resolve]: 5.77001e-06 [a_after_grad]: 5.05001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.40001e-06 [auto_monad_grad]: 1.12e-06 [auto_monad_eliminator]: 5.09e-06 [cse]: 1.23e-05 [a_3]: 1.952e-05 [py_interpret_to_execute_after_opt_a]: 5.69e-06 [slice_cell_reuse_recomputed_activation]: 2.54001e-06 [rewriter_after_opt_a]: 1.684e-05 [convert_after_rewriter]: 1.22e-06 [order_py_execute_after_rewriter]: 1.12e-06 [mutable_eliminate]: 0.00063574 [opt_b]: 0.00013664, [1] [Cycle 1]: 0.00012934, [7] [b_1]: 6.92e-05 [b_2]: 4.72998e-06 [updatestate_depend_eliminate]: 4.45999e-06 [updatestate_assign_eliminate]: 1.59e-06 [updatestate_loads_eliminate]: 1.49e-06 [renormalize]: 5.59987e-07 [cse]: 1.427e-05 [optimize_parallel_all_gather_comm]: 1.959e-05 [overlap_param_gather]: 2.04e-06 [cconv]: 2.65e-05 [loop_unroll]: 0.00043541 [opt_after_cconv]: 0.00013624, [1] [Cycle 1]: 7.031e-05, [7] [c_1]: 1.351e-05 [parameter_eliminate]: 2.87002e-06 [updatestate_depend_eliminate]: 4.11001e-06 [updatestate_assign_eliminate]: 1.66002e-06 [updatestate_loads_eliminate]: 1.50001e-06 [cse]: 1.419e-05 [renormalize]: 4.39992e-07 [remove_dup_value]: 1.421e-05 [tuple_transform]: 5.281e-05, [1] [Cycle 1]: 4.796e-05, [4] [d_1]: 2.337e-05 [none_parameter_eliminate]: 1.99999e-06 [renormalize]: 2.79979e-07 [switch_simplify]: 4.52998e-06 [partial_unused_args_eliminate]: 1.96003e-06 [add_recomputation]: 3.733e-05 [cse_after_recomputation]: 2.031e-05, [1] [Cycle 1]: 1.599e-05, [1] [cse]: 1.051e-05 [environ_conv]: 4.98001e-06 [swap_dp_allreduce_reducescatter]: 4.82e-06 [bias_add_comm_swap]: 2.65997e-06 [label_micro_interleaved_index]: 5.06002e-06 [label_fine_grained_interleaved_index]: 2.59999e-06 [merge_cast_opt]: 1.12e-06 [slice_recompute_activation]: 2.32001e-06 [micro_interleaved_order_control]: 2.36e-06 [assign_add_opt]: 1.45001e-06 [ForceFp32Comm]: 8.59989e-07 [remove_cast_before_assign_add]: 1.13001e-06 [full_micro_interleaved_order_control]: 2.02999e-06 [reorder_send_recv_between_fp_bp]: 2.99999e-06 [comm_op_add_attrs]: 1.10001e-06 [add_comm_op_reuse_tag]: 9.70002e-07 [interleave_split_concat_branches]: 1.41002e-06 [interleave_parallel_branches]: 1.18001e-06 [overlap_opt_shard_in_pipeline]: 1.54998e-06 [overlap_opt_shard_grad_in_pipeline]: 2.16e-06 [control_data_broadcast_order]: 9.85002e-06 [grouped_pairwise_exchange_alltoall]: 1.39998e-06 [offloading_packed_experts]: 3.26001e-06 [overlap_recompute_and_grad_model_parallel]: 3.70998e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.14003e-06 [overlap_recompute_allgather_and_fa_grad]: 1.32999e-06 [overlap_recompute_comm]: 2.49001e-06 [overlap_grad_ring_attention]: 3.53999e-06 [overlap_grad_flash_sp]: 1.875e-05 [begin_end_overlap_inline]: 8.50006e-07 [split_matmul_comm_elemetwise]: 2.26e-06 [split_layernorm_comm]: 2.36998e-06 [handle_group_info]: 1.39e-06 [symbol_engine_optimizer]: 6.075e-05, [1] [Cycle 1]: 5.644e-05, [6] [build]: 3.48e-06 [elim_shapecalc]: 6.58e-06 [elim_not_effective]: 8.82e-06 [opt_reshape]: 4.27003e-06 [fold_const_symbol]: 6.54001e-06 [renormalize]: 2.3999e-07 [detach_backward]: 2.26e-06 [pipeline_parallel_scheduler]: 1.44003e-06 [auto_monad_reorder]: 1.44e-05 [get_jit_bprop_graph]: 1.87999e-06 [rewriter_after_jit_bprop_graph]: 3.97e-06 [opt_after_jit_grad]: 0.00050957 [validate]: 3.676e-05 Sums bootstrap : 0.000478s : 0.08% type_inference : 0.590901s : 98.30% event_method : 0.000449s : 0.07% auto_monad : 0.000201s : 0.03% graph_reusing : 0.000012s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000051s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000010s : 0.00% parallel-infer-symbol : 0.000003s : 0.00% pre_auto_parallel : 0.000071s : 0.01% insert-virtual-dataset : 0.000002s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000011s : 0.00% optimize.rewriter_before_opt_a : 0.000355s : 0.06% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000177s : 0.03% optimize.opt_a.loop_unroll : 0.000067s : 0.01% optimize.opt_a.a_1 : 0.001577s : 0.26% optimize.opt_a.with_stream_mark : 0.000050s : 0.01% optimize.opt_a.recompute_prepare : 0.000030s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000009s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000006s : 0.00% optimize.opt_a.a_2 : 0.000248s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000019s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000007s : 0.00% optimize.opt_a.shard_inline : 0.000017s : 0.00% optimize.opt_a.merge_send_recv : 0.000023s : 0.00% optimize.opt_a.auto_parallel : 0.000022s : 0.00% optimize.opt_a.parallel : 0.000029s : 0.00% optimize.opt_a.flash_sp : 0.000016s : 0.00% optimize.opt_a.merge_comm : 0.000010s : 0.00% optimize.opt_a.allreduce_fusion : 0.000010s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000038s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000020s : 0.00% optimize.opt_a.virtual_dataset : 0.000016s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000016s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000012s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000022s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000030s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000010s : 0.00% optimize.opt_a.meta_fg_expand : 0.001653s : 0.28% optimize.opt_a.flash_sp_send_recv_attached : 0.000006s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000053s : 0.01% optimize.opt_a.a_after_grad : 0.000058s : 0.01% optimize.opt_a.renormalize : 0.002010s : 0.33% optimize.opt_a.add_forward_monad_depend : 0.000008s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000019s : 0.00% optimize.opt_a.cse : 0.000042s : 0.01% optimize.opt_a.a_3 : 0.000055s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000006s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000003s : 0.00% optimize.rewriter_after_opt_a : 0.000017s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000636s : 0.11% optimize.opt_b.b_1 : 0.000069s : 0.01% optimize.opt_b.b_2 : 0.000005s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000014s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000020s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000026s : 0.00% optimize.loop_unroll : 0.000435s : 0.07% optimize.opt_after_cconv.c_1 : 0.000014s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000014s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000014s : 0.00% optimize.tuple_transform.d_1 : 0.000023s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000037s : 0.01% optimize.cse_after_recomputation.cse : 0.000011s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000010s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000004s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000001s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000004s : 0.00% opt_after_jit_grad : 0.000510s : 0.08% validate : 0.000037s : 0.01% Time group info: ------[substitution.] 0.000546 84 0.27% : 0.000001s : 1: substitution.elim_not_effective 1.15% : 0.000006s : 9: substitution.float_depend_g_call 0.85% : 0.000005s : 2: substitution.float_tuple_getitem_switch 0.19% : 0.000001s : 1: substitution.fold_const_symbol 0.73% : 0.000004s : 1: substitution.graph_param_transform 0.59% : 0.000003s : 2: substitution.incorporate_call 0.41% : 0.000002s : 2: substitution.incorporate_call_switch 74.89% : 0.000409s : 15: substitution.inline 3.02% : 0.000016s : 1: substitution.inline_without_move 1.23% : 0.000007s : 8: substitution.j_node_and_user_rematch 0.80% : 0.000004s : 2: substitution.minmaximum_grad 1.26% : 0.000007s : 9: substitution.partial_eliminate 1.34% : 0.000007s : 8: substitution.remove_not_recompute_node 0.65% : 0.000004s : 1: substitution.replace_applicator 0.71% : 0.000004s : 3: substitution.replace_old_param 0.91% : 0.000005s : 1: substitution.set_cell_output_no_recompute 2.75% : 0.000015s : 4: substitution.switch_simplify 1.42% : 0.000008s : 2: substitution.tuple_list_convert_item_index_to_positive 0.65% : 0.000004s : 2: substitution.tuple_list_get_item_const_eliminator 1.01% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 4.29% : 0.000023s : 6: substitution.tuple_list_get_item_eliminator 0.88% : 0.000005s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.590762 2 99.46% : 0.587567s : 1: type_inference.infer 0.54% : 0.003196s : 1: type_inference.specialize ------[replace.] 0.000190 21 62.29% : 0.000119s : 15: replace.inline 30.47% : 0.000058s : 4: replace.switch_simplify 7.24% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000424 21 94.52% : 0.000401s : 15: match.inline 2.90% : 0.000012s : 4: match.switch_simplify 2.58% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000297 1805 1.20% : 0.000004s : 24: predicate.accumulaten_eliminater 0.38% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 0.68% : 0.000002s : 11: predicate.addn_check_dump 1.15% : 0.000003s : 24: predicate.addn_zero_filter 0.99% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 2.09% : 0.000006s : 35: predicate.arithmetic_simplify 1.19% : 0.000004s : 24: predicate.cast_eliminate 0.16% : 0.000000s : 2: predicate.check_bprop_eliminate 0.71% : 0.000002s : 11: predicate.compare_switch_simplify 0.03% : 0.000000s : 1: predicate.const_output_eliminate 0.59% : 0.000002s : 11: predicate.depend_value_elim 1.16% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.24% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.13% : 0.000003s : 24: predicate.dict_set_item_eliminator 0.51% : 0.000002s : 2: predicate.dumpgradient_eliminate 0.12% : 0.000000s : 1: predicate.elim_not_effective 0.16% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.20% : 0.000004s : 25: predicate.environ_add_const_eliminate 1.08% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.08% : 0.000003s : 25: predicate.environ_get_depend_swap 1.82% : 0.000005s : 36: predicate.environ_get_eliminate 1.09% : 0.000003s : 25: predicate.environ_get_set_eliminate 2.04% : 0.000006s : 41: predicate.exchange_switch_depend_value 3.10% : 0.000009s : 41: predicate.float_depend_g_call 0.61% : 0.000002s : 11: predicate.float_environ_get_switch 0.86% : 0.000003s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.73% : 0.000002s : 11: predicate.get_grad_eliminate 0.08% : 0.000000s : 1: predicate.graph_param_transform 0.60% : 0.000002s : 11: predicate.incorporate_call 0.51% : 0.000001s : 11: predicate.incorporate_call_switch 6.16% : 0.000018s : 89: predicate.inline 1.52% : 0.000005s : 16: predicate.inline_without_move 0.30% : 0.000001s : 11: predicate.j_node_and_user_rematch 0.89% : 0.000003s : 11: predicate.less_batch_normalization 1.58% : 0.000005s : 28: predicate.list_to_tuple_eliminator_ 2.37% : 0.000007s : 52: predicate.load_eliminater 0.42% : 0.000001s : 1: predicate.loop_unroll_after_grad 3.36% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.42% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.60% : 0.000002s : 11: predicate.merge_addn 0.12% : 0.000000s : 2: predicate.micro_step_allgather_replace 0.14% : 0.000000s : 2: predicate.mini_step_allgather_replace 1.04% : 0.000003s : 24: predicate.minmaximum_grad 0.56% : 0.000002s : 1: predicate.mutable_eliminate 0.12% : 0.000000s : 1: predicate.opt_reshape 0.15% : 0.000000s : 1: predicate.parallel_virtual_node 2.53% : 0.000007s : 41: predicate.partial_defer_inline 1.42% : 0.000004s : 27: predicate.partial_eliminate 1.21% : 0.000004s : 24: predicate.print_const_string_wrapper 0.65% : 0.000002s : 11: predicate.reduce_all_const_elim 1.36% : 0.000004s : 24: predicate.reduce_eliminate 2.50% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.38% : 0.000001s : 11: predicate.remove_not_recompute_node 1.13% : 0.000003s : 28: predicate.replace_applicator 0.69% : 0.000002s : 16: predicate.replace_old_param 0.09% : 0.000000s : 1: predicate.reset_defer_inline 1.14% : 0.000003s : 24: predicate.reshape_eliminate 0.19% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.13% : 0.000000s : 1: predicate.row_tensor_eliminate 0.31% : 0.000001s : 2: predicate.same_eliminate 0.37% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.77% : 0.000002s : 11: predicate.shard_identity_eliminate 0.23% : 0.000001s : 2: predicate.special_op_eliminate 0.64% : 0.000002s : 11: predicate.specialize_transform 0.48% : 0.000001s : 2: predicate.split_environ_get_set_with_tuple_value 1.20% : 0.000004s : 16: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.19% : 0.000006s : 41: predicate.switch_defer_inline 2.33% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.38% : 0.000022s : 136: predicate.switch_simplify 1.13% : 0.000003s : 24: predicate.tile_eliminate 1.16% : 0.000003s : 24: predicate.transpose_eliminate 1.58% : 0.000005s : 26: predicate.tuple_list_convert_item_index_to_positive 1.47% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.28% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.01% : 0.000009s : 39: predicate.tuple_list_get_item_eliminator 1.38% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.19% : 0.000007s : 37: predicate.tuple_list_set_item_eliminator 1.34% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.35% : 0.000007s : 52: predicate.updatestate_pure_node_eliminater 2.98% : 0.000009s : 63: predicate.updatestate_useless_node_eliminater 0.14% : 0.000000s : 1: predicate.value_based_eliminate 0.64% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.66% : 0.000002s : 11: predicate.virtual_output_eliminate 0.06% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.16% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002112 29 61.32% : 0.001295s : 11: func_graph_cloner_run.FuncGraphClonerGraph 38.68% : 0.000817s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.744496 192 0.00% : 0.000004s : 1: ForceFp32Comm 6.32% : 0.047076s : 1: add_attr 6.32% : 0.047058s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000042s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000211s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000005s : 1: bias_add_comm_swap 0.07% : 0.000508s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000013s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.06% : 0.000483s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000005s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000008s : 1: label_micro_interleaved_index 0.06% : 0.000444s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.09% : 0.000646s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000010s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000012s : 1: opt.transform.mutable_eliminate 0.31% : 0.002340s : 78: opt.transform.opt_a 0.00% : 0.000012s : 1: opt.transform.opt_after_cconv 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000046s : 28: opt.transform.opt_b 0.00% : 0.000026s : 2: opt.transform.opt_trans_graph 0.00% : 0.000023s : 4: opt.transform.symbol_engine_opt 0.94% : 0.006990s : 1: opt_a 0.02% : 0.000141s : 1: opt_after_cconv 0.07% : 0.000519s : 1: opt_after_jit_grad 0.02% : 0.000140s : 1: opt_b 1.25% : 0.009289s : 1: optimize 0.00% : 0.000023s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000006s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000075s : 1: pre_auto_parallel 0.00% : 0.000015s : 1: py_interpret_to_execute 0.00% : 0.000009s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000018s : 1: remove_dup_value 0.16% : 0.001160s : 1: renormalize.infer 0.11% : 0.000839s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000020s : 1: rewriter_after_opt_a 0.05% : 0.000361s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000063s : 1: symbol_engine_optimizer 0.01% : 0.000056s : 1: tuple_transform 84.01% : 0.625474s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape1-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape1-kbk],max_mem:2.0M TotalTime = 0.470963, [21] [bootstrap]: 0.000738 [type_inference]: 0.250632 [event_method]: 2.363e-05 [auto_monad]: 8.974e-05 [graph_reusing]: 6.62002e-06 [inline]: 2.71e-06 [add_attr]: 0.00437541, [1] [add_attr_with_inline]: 0.00436068, [1] [Cycle 1]: 7.359e-05, [2] [tag_attr]: 2.743e-05 [meta_addattr_fg_expand]: 5.94e-06 [parallel-infer-symbol]: 4.10998e-06 [pre_auto_parallel]: 4.672e-05 [insert-virtual-dataset]: 3.04999e-06 [parallel-infer-symbol-second]: 8.50006e-07 [dataset_repeat_opt]: 1.67001e-06 [pipeline_split]: 2.04e-06 [optimize]: 0.214243, [53] [py_interpret_to_execute]: 9.22999e-06 [rewriter_before_opt_a]: 0.00021827 [opt_a]: 0.211913, [2] [Cycle 1]: 0.211308, [45] [expand_dump_flag]: 3.23e-06 [switch_simplify]: 9.131e-05 [loop_unroll]: 3.085e-05 [a_1]: 0.0006072 [with_stream_mark]: 2.301e-05 [recompute_prepare]: 8.12998e-06 [updatestate_depend_eliminate]: 3.29001e-06 [updatestate_assign_eliminate]: 2.61e-06 [updatestate_loads_eliminate]: 2.19999e-06 [parameter_eliminate]: 2.16e-06 [a_2]: 5.294e-05 [accelerated_algorithm]: 5.10999e-06 [shard]: 2.48e-06 [meta_shard_fg_expand]: 2.03002e-06 [shard_inline]: 4.55001e-06 [merge_send_recv]: 7.57002e-06 [auto_parallel]: 6.66e-06 [parallel]: 2.422e-05 [flash_sp]: 9.56e-06 [merge_comm]: 2.59001e-06 [allreduce_fusion]: 2.48998e-06 [matmul_add_comm_reduction]: 9.29e-06 [allreduce_slice_to_reducescatter]: 8.29983e-07 [virtual_shard_identity]: 6.74999e-06 [virtual_dataset]: 4.63999e-06 [get_grad_eliminate_]: 4.42998e-06 [virtual_output]: 4.50001e-06 [merge_forward]: 3.66001e-06 [cell_reuse_recompute_pass]: 1.60999e-06 [offload_activation]: 9.64e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.03e-05 [merge_recompute_call_nodes]: 1.94e-06 [before_grad]: 7.24001e-06 [set_forward_comm_id_for_comm_node_pass]: 3.06001e-06 [meta_fg_expand]: 2.63e-06 [flash_sp_send_recv_attached]: 2.64001e-06 [receive_attached]: 2.24001e-06 [after_resolve]: 8.96998e-06 [a_after_grad]: 6.78998e-06 [renormalize]: 0.209926 [add_forward_monad_depend]: 1.196e-05 [auto_monad_grad]: 2.61e-06 [auto_monad_eliminator]: 2.211e-05 [cse]: 3.204e-05 [a_3]: 5.324e-05 [Cycle 2]: 0.0005909, [45] [expand_dump_flag]: 3.93001e-06 [switch_simplify]: 7.56999e-06 [loop_unroll]: 4.70999e-06 [a_1]: 8.282e-05 [with_stream_mark]: 1.971e-05 [recompute_prepare]: 4.62e-06 [updatestate_depend_eliminate]: 3.02002e-06 [updatestate_assign_eliminate]: 2.74999e-06 [updatestate_loads_eliminate]: 2.76999e-06 [parameter_eliminate]: 1.78002e-06 [a_2]: 4.332e-05 [accelerated_algorithm]: 4.53999e-06 [shard]: 2.84999e-06 [meta_shard_fg_expand]: 2.00002e-06 [shard_inline]: 4.47e-06 [merge_send_recv]: 7.71001e-06 [auto_parallel]: 8.74e-06 [parallel]: 1.016e-05 [flash_sp]: 3.75e-06 [merge_comm]: 2.63e-06 [allreduce_fusion]: 2.44999e-06 [matmul_add_comm_reduction]: 8.2e-06 [allreduce_slice_to_reducescatter]: 9.09989e-07 [virtual_shard_identity]: 5.74999e-06 [virtual_dataset]: 4.53999e-06 [get_grad_eliminate_]: 3.83001e-06 [virtual_output]: 4.27998e-06 [merge_forward]: 3.88001e-06 [cell_reuse_recompute_pass]: 4.64998e-06 [offload_activation]: 9.09e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.369e-05 [merge_recompute_call_nodes]: 1.69e-06 [before_grad]: 7.24001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.49999e-06 [meta_fg_expand]: 2.32001e-06 [flash_sp_send_recv_attached]: 1.64e-06 [receive_attached]: 2.43e-06 [after_resolve]: 9.68002e-06 [a_after_grad]: 6.43e-06 [renormalize]: 6.00121e-08 [add_forward_monad_depend]: 1.30999e-06 [auto_monad_grad]: 9.80013e-07 [auto_monad_eliminator]: 5.38002e-06 [cse]: 1.132e-05 [a_3]: 5.411e-05 [py_interpret_to_execute_after_opt_a]: 1.108e-05 [slice_cell_reuse_recomputed_activation]: 1.87001e-06 [rewriter_after_opt_a]: 1.973e-05 [convert_after_rewriter]: 1.39998e-06 [order_py_execute_after_rewriter]: 1.20001e-06 [mutable_eliminate]: 0.0007424 [opt_b]: 0.00016868, [1] [Cycle 1]: 0.00016064, [7] [b_1]: 8.419e-05 [b_2]: 6.40002e-06 [updatestate_depend_eliminate]: 7.25e-06 [updatestate_assign_eliminate]: 2.29001e-06 [updatestate_loads_eliminate]: 1.74e-06 [renormalize]: 1.55999e-06 [cse]: 2.131e-05 [optimize_parallel_all_gather_comm]: 1.856e-05 [overlap_param_gather]: 2.02001e-06 [cconv]: 3.36e-05 [loop_unroll]: 0.00047725 [opt_after_cconv]: 8.729e-05, [1] [Cycle 1]: 8.156e-05, [7] [c_1]: 1.937e-05 [parameter_eliminate]: 5.02e-06 [updatestate_depend_eliminate]: 5.38002e-06 [updatestate_assign_eliminate]: 1.58002e-06 [updatestate_loads_eliminate]: 1.44998e-06 [cse]: 1.437e-05 [renormalize]: 9.5999e-07 [remove_dup_value]: 1.327e-05 [tuple_transform]: 6.219e-05, [1] [Cycle 1]: 5.727e-05, [4] [d_1]: 3.126e-05 [none_parameter_eliminate]: 1.67999e-06 [renormalize]: 2.9002e-07 [switch_simplify]: 5.32001e-06 [partial_unused_args_eliminate]: 1.96e-06 [add_recomputation]: 4.21e-05 [cse_after_recomputation]: 1.824e-05, [1] [Cycle 1]: 1.354e-05, [1] [cse]: 7.78999e-06 [environ_conv]: 5.15001e-06 [swap_dp_allreduce_reducescatter]: 4.23001e-06 [bias_add_comm_swap]: 3.63999e-06 [label_micro_interleaved_index]: 4.82e-06 [label_fine_grained_interleaved_index]: 2.54999e-06 [merge_cast_opt]: 1.61998e-06 [slice_recompute_activation]: 2.41e-06 [micro_interleaved_order_control]: 2.32999e-06 [assign_add_opt]: 1.39998e-06 [ForceFp32Comm]: 1.10001e-06 [remove_cast_before_assign_add]: 1.02e-06 [full_micro_interleaved_order_control]: 2.27001e-06 [reorder_send_recv_between_fp_bp]: 2.58e-06 [comm_op_add_attrs]: 1.24003e-06 [add_comm_op_reuse_tag]: 9.20001e-07 [interleave_split_concat_branches]: 1.35001e-06 [interleave_parallel_branches]: 1.17e-06 [overlap_opt_shard_in_pipeline]: 1.28002e-06 [overlap_opt_shard_grad_in_pipeline]: 1.65001e-06 [control_data_broadcast_order]: 1.107e-05 [grouped_pairwise_exchange_alltoall]: 1.60001e-06 [offloading_packed_experts]: 2.81999e-06 [overlap_recompute_and_grad_model_parallel]: 3.71999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.07998e-06 [overlap_recompute_allgather_and_fa_grad]: 1.27999e-06 [overlap_recompute_comm]: 2.60002e-06 [overlap_grad_ring_attention]: 3.45e-06 [overlap_grad_flash_sp]: 1.931e-05 [begin_end_overlap_inline]: 5.39992e-07 [split_matmul_comm_elemetwise]: 2.12999e-06 [split_layernorm_comm]: 1.81e-06 [handle_group_info]: 1.44e-06 [symbol_engine_optimizer]: 6.563e-05, [1] [Cycle 1]: 6.155e-05, [6] [build]: 3.39001e-06 [elim_shapecalc]: 8.48999e-06 [elim_not_effective]: 9.31e-06 [opt_reshape]: 5.44e-06 [fold_const_symbol]: 6.79999e-06 [renormalize]: 1.59984e-07 [detach_backward]: 2.29999e-06 [pipeline_parallel_scheduler]: 1.66002e-06 [auto_monad_reorder]: 1.524e-05 [get_jit_bprop_graph]: 2.29001e-06 [rewriter_after_jit_bprop_graph]: 4.90001e-06 [opt_after_jit_grad]: 0.00053969 [validate]: 3.966e-05 Sums bootstrap : 0.000738s : 0.16% type_inference : 0.250632s : 53.83% event_method : 0.000024s : 0.01% auto_monad : 0.000090s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000047s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000009s : 0.00% optimize.rewriter_before_opt_a : 0.000218s : 0.05% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000099s : 0.02% optimize.opt_a.loop_unroll : 0.000036s : 0.01% optimize.opt_a.a_1 : 0.000690s : 0.15% optimize.opt_a.with_stream_mark : 0.000043s : 0.01% optimize.opt_a.recompute_prepare : 0.000013s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000096s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000004s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000015s : 0.00% optimize.opt_a.auto_parallel : 0.000015s : 0.00% optimize.opt_a.parallel : 0.000034s : 0.01% optimize.opt_a.flash_sp : 0.000013s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000017s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000008s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% optimize.opt_a.offload_activation : 0.000019s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000024s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000004s : 0.00% optimize.opt_a.before_grad : 0.000014s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000019s : 0.00% optimize.opt_a.a_after_grad : 0.000013s : 0.00% optimize.opt_a.renormalize : 0.209926s : 45.09% optimize.opt_a.add_forward_monad_depend : 0.000013s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000027s : 0.01% optimize.opt_a.cse : 0.000043s : 0.01% optimize.opt_a.a_3 : 0.000107s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000011s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000020s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000742s : 0.16% optimize.opt_b.b_1 : 0.000084s : 0.02% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000002s : 0.00% optimize.opt_b.cse : 0.000021s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000019s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000034s : 0.01% optimize.loop_unroll : 0.000477s : 0.10% optimize.opt_after_cconv.c_1 : 0.000019s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000014s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000013s : 0.00% optimize.tuple_transform.d_1 : 0.000031s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000042s : 0.01% optimize.cse_after_recomputation.cse : 0.000008s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 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 : 0.000540s : 0.12% validate : 0.000040s : 0.01% Time group info: ------[substitution.] 0.000195 19 0.66% : 0.000001s : 1: substitution.elim_not_effective 0.54% : 0.000001s : 1: substitution.fold_const_symbol 2.56% : 0.000005s : 2: substitution.graph_param_transform 79.44% : 0.000155s : 6: substitution.inline 1.60% : 0.000003s : 2: substitution.j_node_and_user_rematch 2.01% : 0.000004s : 2: substitution.remove_not_recompute_node 2.35% : 0.000005s : 2: substitution.replace_old_param 4.50% : 0.000009s : 1: substitution.switch_simplify 6.33% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.250552 2 99.38% : 0.249004s : 1: type_inference.infer 0.62% : 0.001548s : 1: type_inference.specialize ------[replace.] 0.000087 9 53.00% : 0.000046s : 6: replace.inline 27.89% : 0.000024s : 1: replace.switch_simplify 19.11% : 0.000017s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000170 9 88.86% : 0.000151s : 6: match.inline 4.48% : 0.000008s : 1: match.switch_simplify 6.66% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000165 912 1.14% : 0.000002s : 11: predicate.accumulaten_eliminater 0.73% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.28% : 0.000000s : 4: predicate.addn_check_dump 1.11% : 0.000002s : 11: predicate.addn_zero_filter 0.89% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 2.02% : 0.000003s : 15: predicate.arithmetic_simplify 1.17% : 0.000002s : 11: predicate.cast_eliminate 0.43% : 0.000001s : 4: predicate.check_bprop_eliminate 0.35% : 0.000001s : 4: predicate.compare_switch_simplify 0.12% : 0.000000s : 2: predicate.const_output_eliminate 0.40% : 0.000001s : 4: predicate.depend_value_elim 1.15% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.26% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.00% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.76% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.16% : 0.000000s : 2: predicate.elim_not_effective 0.34% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.27% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.18% : 0.000002s : 13: predicate.environ_get_depend_swap 1.68% : 0.000003s : 17: predicate.environ_get_eliminate 1.00% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.59% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.90% : 0.000005s : 19: predicate.float_depend_g_call 0.39% : 0.000001s : 4: predicate.float_environ_get_switch 0.55% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.12% : 0.000000s : 2: predicate.fold_const_symbol 0.55% : 0.000001s : 4: predicate.get_grad_eliminate 0.25% : 0.000000s : 2: predicate.graph_param_transform 0.33% : 0.000001s : 4: predicate.incorporate_call 0.30% : 0.000000s : 4: predicate.incorporate_call_switch 6.11% : 0.000010s : 42: predicate.inline 0.52% : 0.000001s : 4: predicate.inline_without_move 0.24% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.69% : 0.000001s : 4: predicate.less_batch_normalization 1.70% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.39% : 0.000004s : 28: predicate.load_eliminater 0.93% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.14% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.57% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.36% : 0.000001s : 4: predicate.merge_addn 0.42% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.55% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.91% : 0.000002s : 11: predicate.minmaximum_grad 1.70% : 0.000003s : 2: predicate.mutable_eliminate 0.29% : 0.000000s : 2: predicate.opt_reshape 0.33% : 0.000001s : 2: predicate.parallel_virtual_node 2.16% : 0.000004s : 19: predicate.partial_defer_inline 1.33% : 0.000002s : 15: predicate.partial_eliminate 0.97% : 0.000002s : 11: predicate.print_const_string_wrapper 0.37% : 0.000001s : 4: predicate.reduce_all_const_elim 1.46% : 0.000002s : 11: predicate.reduce_eliminate 2.48% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.41% : 0.000001s : 4: predicate.remove_not_recompute_node 1.55% : 0.000003s : 17: predicate.replace_applicator 0.46% : 0.000001s : 4: predicate.replace_old_param 0.31% : 0.000001s : 2: predicate.reset_defer_inline 1.18% : 0.000002s : 11: predicate.reshape_eliminate 0.39% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.39% : 0.000001s : 2: predicate.row_tensor_eliminate 0.74% : 0.000001s : 4: predicate.same_eliminate 0.26% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.72% : 0.000001s : 4: predicate.shard_identity_eliminate 0.52% : 0.000001s : 4: predicate.special_op_eliminate 0.42% : 0.000001s : 4: predicate.specialize_transform 1.03% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.75% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.21% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.85% : 0.000003s : 19: predicate.switch_defer_inline 2.10% : 0.000003s : 23: predicate.switch_layer_defer_inline 6.32% : 0.000010s : 62: predicate.switch_simplify 1.12% : 0.000002s : 11: predicate.tile_eliminate 1.07% : 0.000002s : 11: predicate.transpose_eliminate 1.47% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.41% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.42% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.18% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.61% : 0.000003s : 15: predicate.tuple_list_get_set_item_eliminator 2.36% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.88% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.51% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.96% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.33% : 0.000001s : 2: predicate.value_based_eliminate 0.75% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.55% : 0.000001s : 4: predicate.virtual_output_eliminate 0.19% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.42% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001158 14 50.33% : 0.000583s : 6: func_graph_cloner_run.FuncGraphClonerGraph 49.67% : 0.000575s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.900573 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.49% : 0.004382s : 1: add_attr 0.48% : 0.004365s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000047s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.01% : 0.000096s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000007s : 1: bias_add_comm_swap 0.09% : 0.000786s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000021s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.00% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000005s : 1: label_fine_grained_interleaved_index 0.00% : 0.000008s : 1: label_micro_interleaved_index 0.05% : 0.000486s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.08% : 0.000754s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000017s : 1: opt.transform.mutable_eliminate 0.12% : 0.001043s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.00% : 0.000020s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000060s : 28: opt.transform.opt_b 0.00% : 0.000034s : 2: opt.transform.opt_trans_graph 0.00% : 0.000026s : 4: opt.transform.symbol_engine_opt 23.53% : 0.211916s : 1: opt_a 0.01% : 0.000091s : 1: opt_after_cconv 0.06% : 0.000550s : 1: opt_after_jit_grad 0.02% : 0.000172s : 1: opt_b 23.79% : 0.214248s : 1: optimize 0.00% : 0.000022s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000004s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000006s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000051s : 1: pre_auto_parallel 0.00% : 0.000013s : 1: py_interpret_to_execute 0.00% : 0.000014s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000017s : 1: remove_dup_value 23.22% : 0.209156s : 1: renormalize.infer 0.08% : 0.000749s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000024s : 1: rewriter_after_opt_a 0.03% : 0.000225s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000068s : 1: symbol_engine_optimizer 0.01% : 0.000065s : 1: tuple_transform 27.83% : 0.250657s : 1: type_inference TotalTime = 0.569003, [21] [bootstrap]: 0.0004312 [type_inference]: 0.40452 [event_method]: 0.00023568 [auto_monad]: 0.00017409 [graph_reusing]: 9.31998e-06 [inline]: 2.68e-06 [add_attr]: 0.0038142, [1] [add_attr_with_inline]: 0.0038015, [1] [Cycle 1]: 0.00010261, [2] [tag_attr]: 4.881e-05 [meta_addattr_fg_expand]: 1.044e-05 [parallel-infer-symbol]: 3.78999e-06 [pre_auto_parallel]: 6.815e-05 [insert-virtual-dataset]: 2.64999e-06 [parallel-infer-symbol-second]: 1.03001e-06 [dataset_repeat_opt]: 1.94e-06 [pipeline_split]: 1.92999e-06 [optimize]: 0.12988, [53] [py_interpret_to_execute]: 6.91001e-06 [rewriter_before_opt_a]: 0.00034072 [opt_a]: 0.127435, [2] [Cycle 1]: 0.126826, [45] [expand_dump_flag]: 5.68997e-06 [switch_simplify]: 0.0001672 [loop_unroll]: 6.218e-05 [a_1]: 0.0014374 [with_stream_mark]: 3.716e-05 [recompute_prepare]: 2.442e-05 [updatestate_depend_eliminate]: 8.63001e-06 [updatestate_assign_eliminate]: 6.09999e-06 [updatestate_loads_eliminate]: 5.76e-06 [parameter_eliminate]: 3.09999e-06 [a_2]: 0.00018743 [accelerated_algorithm]: 1.456e-05 [shard]: 2.59999e-06 [meta_shard_fg_expand]: 4.30999e-06 [shard_inline]: 1.276e-05 [merge_send_recv]: 1.832e-05 [auto_parallel]: 1.265e-05 [parallel]: 1.974e-05 [flash_sp]: 1.228e-05 [merge_comm]: 7.77e-06 [allreduce_fusion]: 6.76999e-06 [matmul_add_comm_reduction]: 3.181e-05 [allreduce_slice_to_reducescatter]: 1.10999e-06 [virtual_shard_identity]: 1.654e-05 [virtual_dataset]: 1.232e-05 [get_grad_eliminate_]: 1.202e-05 [virtual_output]: 1.163e-05 [merge_forward]: 8.95001e-06 [cell_reuse_recompute_pass]: 1.37e-06 [offload_activation]: 1.523e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.608e-05 [merge_recompute_call_nodes]: 1.44e-06 [before_grad]: 2.28e-05 [set_forward_comm_id_for_comm_node_pass]: 9.07001e-06 [meta_fg_expand]: 0.0916102 [flash_sp_send_recv_attached]: 5.72001e-06 [receive_attached]: 2.69999e-06 [after_resolve]: 5.891e-05 [a_after_grad]: 5.281e-05 [renormalize]: 0.0324135 [add_forward_monad_depend]: 1.149e-05 [auto_monad_grad]: 2.56998e-06 [auto_monad_eliminator]: 2.2e-05 [cse]: 3.391e-05 [a_3]: 4.954e-05 [Cycle 2]: 0.00059336, [45] [expand_dump_flag]: 2.48e-06 [switch_simplify]: 7.3e-06 [loop_unroll]: 4.13001e-06 [a_1]: 4.889e-05 [with_stream_mark]: 1.947e-05 [recompute_prepare]: 4.27998e-06 [updatestate_depend_eliminate]: 3.53e-06 [updatestate_assign_eliminate]: 2.64001e-06 [updatestate_loads_eliminate]: 2.46e-06 [parameter_eliminate]: 1.74998e-06 [a_2]: 3.795e-05 [accelerated_algorithm]: 4.50001e-06 [shard]: 2.68e-06 [meta_shard_fg_expand]: 2.04e-06 [shard_inline]: 3.25e-06 [merge_send_recv]: 8.17998e-06 [auto_parallel]: 8.2e-06 [parallel]: 8.57998e-06 [flash_sp]: 3.6e-06 [merge_comm]: 2.79999e-06 [allreduce_fusion]: 2.46e-06 [matmul_add_comm_reduction]: 7.77998e-06 [allreduce_slice_to_reducescatter]: 9.89996e-07 [virtual_shard_identity]: 4.94e-06 [virtual_dataset]: 3.85e-06 [get_grad_eliminate_]: 3.61999e-06 [virtual_output]: 3.6e-06 [merge_forward]: 3.52002e-06 [cell_reuse_recompute_pass]: 2.66e-06 [offload_activation]: 8.42e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.256e-05 [merge_recompute_call_nodes]: 1.52001e-06 [before_grad]: 7.04001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.53e-06 [meta_fg_expand]: 0.0001054 [flash_sp_send_recv_attached]: 1.77001e-06 [receive_attached]: 2.31998e-06 [after_resolve]: 5.89e-06 [a_after_grad]: 5.00001e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.19998e-06 [auto_monad_grad]: 1.10999e-06 [auto_monad_eliminator]: 5.30999e-06 [cse]: 1.241e-05 [a_3]: 2.084e-05 [py_interpret_to_execute_after_opt_a]: 1.026e-05 [slice_cell_reuse_recomputed_activation]: 1.95001e-06 [rewriter_after_opt_a]: 1.913e-05 [convert_after_rewriter]: 1.22e-06 [order_py_execute_after_rewriter]: 1.09e-06 [mutable_eliminate]: 0.00072672 [opt_b]: 0.00014957, [1] [Cycle 1]: 0.00014134, [7] [b_1]: 7.455e-05 [b_2]: 5.71998e-06 [updatestate_depend_eliminate]: 6.12999e-06 [updatestate_assign_eliminate]: 1.81998e-06 [updatestate_loads_eliminate]: 2.01998e-06 [renormalize]: 8.2e-07 [cse]: 1.548e-05 [optimize_parallel_all_gather_comm]: 1.57e-05 [overlap_param_gather]: 2.09e-06 [cconv]: 3.406e-05 [loop_unroll]: 0.00044323 [opt_after_cconv]: 7.821e-05, [1] [Cycle 1]: 7.254e-05, [7] [c_1]: 1.424e-05 [parameter_eliminate]: 3.46001e-06 [updatestate_depend_eliminate]: 4.1e-06 [updatestate_assign_eliminate]: 1.71998e-06 [updatestate_loads_eliminate]: 1.59e-06 [cse]: 1.477e-05 [renormalize]: 5.60016e-07 [remove_dup_value]: 1.435e-05 [tuple_transform]: 0.00010422, [1] [Cycle 1]: 9.962e-05, [4] [d_1]: 7.267e-05 [none_parameter_eliminate]: 2.02001e-06 [renormalize]: 3.20026e-07 [switch_simplify]: 4.95001e-06 [partial_unused_args_eliminate]: 2.62001e-06 [add_recomputation]: 7.672e-05 [cse_after_recomputation]: 2.15e-05, [1] [Cycle 1]: 1.679e-05, [1] [cse]: 1.096e-05 [environ_conv]: 5.39e-06 [swap_dp_allreduce_reducescatter]: 4.11001e-06 [bias_add_comm_swap]: 3.09999e-06 [label_micro_interleaved_index]: 4.4e-06 [label_fine_grained_interleaved_index]: 2.69999e-06 [merge_cast_opt]: 1.44e-06 [slice_recompute_activation]: 2.12001e-06 [micro_interleaved_order_control]: 2.56e-06 [assign_add_opt]: 1.27999e-06 [ForceFp32Comm]: 1.12e-06 [remove_cast_before_assign_add]: 1.03001e-06 [full_micro_interleaved_order_control]: 2.22999e-06 [reorder_send_recv_between_fp_bp]: 2.75002e-06 [comm_op_add_attrs]: 1.13001e-06 [add_comm_op_reuse_tag]: 1.30001e-06 [interleave_split_concat_branches]: 1.10999e-06 [interleave_parallel_branches]: 1.09e-06 [overlap_opt_shard_in_pipeline]: 1.15999e-06 [overlap_opt_shard_grad_in_pipeline]: 2.02999e-06 [control_data_broadcast_order]: 1.023e-05 [grouped_pairwise_exchange_alltoall]: 1.51002e-06 [offloading_packed_experts]: 2.83e-06 [overlap_recompute_and_grad_model_parallel]: 3.97998e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.56002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.18001e-06 [overlap_recompute_comm]: 2.23002e-06 [overlap_grad_ring_attention]: 3.69002e-06 [overlap_grad_flash_sp]: 1.929e-05 [begin_end_overlap_inline]: 4.7998e-07 [split_matmul_comm_elemetwise]: 2.56e-06 [split_layernorm_comm]: 2.14e-06 [handle_group_info]: 1.14e-06 [symbol_engine_optimizer]: 6.713e-05, [1] [Cycle 1]: 6.259e-05, [6] [build]: 3.43999e-06 [elim_shapecalc]: 7.59002e-06 [elim_not_effective]: 9.80002e-06 [opt_reshape]: 5.93002e-06 [fold_const_symbol]: 7.03e-06 [renormalize]: 1.80007e-07 [detach_backward]: 2.61999e-06 [pipeline_parallel_scheduler]: 1.43002e-06 [auto_monad_reorder]: 1.479e-05 [get_jit_bprop_graph]: 2.09e-06 [rewriter_after_jit_bprop_graph]: 5.27999e-06 [opt_after_jit_grad]: 0.0295721 [validate]: 5.209e-05 Sums bootstrap : 0.000431s : 0.08% type_inference : 0.404520s : 71.71% event_method : 0.000236s : 0.04% auto_monad : 0.000174s : 0.03% graph_reusing : 0.000009s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000049s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000010s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000068s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000341s : 0.06% optimize.opt_a.expand_dump_flag : 0.000008s : 0.00% optimize.opt_a.switch_simplify : 0.000174s : 0.03% optimize.opt_a.loop_unroll : 0.000066s : 0.01% optimize.opt_a.a_1 : 0.001486s : 0.26% optimize.opt_a.with_stream_mark : 0.000057s : 0.01% optimize.opt_a.recompute_prepare : 0.000029s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000012s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000009s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000225s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000019s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000006s : 0.00% optimize.opt_a.shard_inline : 0.000016s : 0.00% optimize.opt_a.merge_send_recv : 0.000026s : 0.00% optimize.opt_a.auto_parallel : 0.000021s : 0.00% optimize.opt_a.parallel : 0.000028s : 0.01% optimize.opt_a.flash_sp : 0.000016s : 0.00% optimize.opt_a.merge_comm : 0.000011s : 0.00% optimize.opt_a.allreduce_fusion : 0.000009s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000040s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000021s : 0.00% optimize.opt_a.virtual_dataset : 0.000016s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000016s : 0.00% optimize.opt_a.virtual_output : 0.000015s : 0.00% optimize.opt_a.merge_forward : 0.000012s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000024s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000039s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000030s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000012s : 0.00% optimize.opt_a.meta_fg_expand : 0.091716s : 16.26% optimize.opt_a.flash_sp_send_recv_attached : 0.000007s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000065s : 0.01% optimize.opt_a.a_after_grad : 0.000058s : 0.01% optimize.opt_a.renormalize : 0.032414s : 5.75% optimize.opt_a.add_forward_monad_depend : 0.000013s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000027s : 0.00% optimize.opt_a.cse : 0.000046s : 0.01% optimize.opt_a.a_3 : 0.000070s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000010s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000727s : 0.13% optimize.opt_b.b_1 : 0.000075s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000015s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000016s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000034s : 0.01% optimize.loop_unroll : 0.000443s : 0.08% optimize.opt_after_cconv.c_1 : 0.000014s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000015s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000014s : 0.00% optimize.tuple_transform.d_1 : 0.000073s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000003s : 0.00% optimize.add_recomputation : 0.000077s : 0.01% optimize.cse_after_recomputation.cse : 0.000011s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000010s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000002s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000003s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000001s : 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 : 0.029572s : 5.24% validate : 0.000052s : 0.01% Time group info: ------[substitution.] 0.000495 84 0.33% : 0.000002s : 1: substitution.elim_not_effective 1.46% : 0.000007s : 9: substitution.float_depend_g_call 0.86% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.24% : 0.000001s : 1: substitution.fold_const_symbol 0.83% : 0.000004s : 1: substitution.graph_param_transform 0.63% : 0.000003s : 2: substitution.incorporate_call 0.42% : 0.000002s : 2: substitution.incorporate_call_switch 71.92% : 0.000356s : 15: substitution.inline 4.11% : 0.000020s : 1: substitution.inline_without_move 1.56% : 0.000008s : 8: substitution.j_node_and_user_rematch 0.71% : 0.000004s : 2: substitution.minmaximum_grad 1.39% : 0.000007s : 9: substitution.partial_eliminate 1.66% : 0.000008s : 8: substitution.remove_not_recompute_node 0.44% : 0.000002s : 1: substitution.replace_applicator 0.98% : 0.000005s : 3: substitution.replace_old_param 0.80% : 0.000004s : 1: substitution.set_cell_output_no_recompute 2.79% : 0.000014s : 4: substitution.switch_simplify 1.47% : 0.000007s : 2: substitution.tuple_list_convert_item_index_to_positive 0.64% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 1.07% : 0.000005s : 2: substitution.tuple_list_get_item_depend_reorder 4.81% : 0.000024s : 6: substitution.tuple_list_get_item_eliminator 0.91% : 0.000004s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.404389 2 98.66% : 0.398963s : 1: type_inference.infer 1.34% : 0.005426s : 1: type_inference.specialize ------[replace.] 0.000184 21 62.33% : 0.000115s : 15: replace.inline 30.07% : 0.000055s : 4: replace.switch_simplify 7.60% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000371 21 93.72% : 0.000348s : 15: match.inline 3.04% : 0.000011s : 4: match.switch_simplify 3.24% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000293 1805 1.11% : 0.000003s : 24: predicate.accumulaten_eliminater 1.14% : 0.000003s : 1: predicate.ad_related_special_op_eliminate 0.50% : 0.000001s : 11: predicate.addn_check_dump 1.11% : 0.000003s : 24: predicate.addn_zero_filter 1.03% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 2.04% : 0.000006s : 35: predicate.arithmetic_simplify 1.26% : 0.000004s : 24: predicate.cast_eliminate 0.21% : 0.000001s : 2: predicate.check_bprop_eliminate 0.55% : 0.000002s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.58% : 0.000002s : 11: predicate.depend_value_elim 1.12% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.16% : 0.000003s : 24: predicate.dict_get_item_eliminator 1.04% : 0.000003s : 24: predicate.dict_set_item_eliminator 1.26% : 0.000004s : 2: predicate.dumpgradient_eliminate 0.08% : 0.000000s : 1: predicate.elim_not_effective 0.13% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.15% : 0.000003s : 25: predicate.environ_add_const_eliminate 1.07% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.18% : 0.000003s : 25: predicate.environ_get_depend_swap 1.71% : 0.000005s : 36: predicate.environ_get_eliminate 1.05% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.98% : 0.000006s : 41: predicate.exchange_switch_depend_value 3.06% : 0.000009s : 41: predicate.float_depend_g_call 0.53% : 0.000002s : 11: predicate.float_environ_get_switch 0.82% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.69% : 0.000002s : 11: predicate.get_grad_eliminate 0.08% : 0.000000s : 1: predicate.graph_param_transform 0.60% : 0.000002s : 11: predicate.incorporate_call 0.47% : 0.000001s : 11: predicate.incorporate_call_switch 6.34% : 0.000019s : 89: predicate.inline 1.37% : 0.000004s : 16: predicate.inline_without_move 0.28% : 0.000001s : 11: predicate.j_node_and_user_rematch 0.95% : 0.000003s : 11: predicate.less_batch_normalization 1.61% : 0.000005s : 28: predicate.list_to_tuple_eliminator_ 2.36% : 0.000007s : 52: predicate.load_eliminater 0.48% : 0.000001s : 1: predicate.loop_unroll_after_grad 3.50% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.33% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.54% : 0.000002s : 11: predicate.merge_addn 0.16% : 0.000000s : 2: predicate.micro_step_allgather_replace 0.23% : 0.000001s : 2: predicate.mini_step_allgather_replace 1.06% : 0.000003s : 24: predicate.minmaximum_grad 0.81% : 0.000002s : 1: predicate.mutable_eliminate 0.16% : 0.000000s : 1: predicate.opt_reshape 0.11% : 0.000000s : 1: predicate.parallel_virtual_node 2.46% : 0.000007s : 41: predicate.partial_defer_inline 1.38% : 0.000004s : 27: predicate.partial_eliminate 1.03% : 0.000003s : 24: predicate.print_const_string_wrapper 0.56% : 0.000002s : 11: predicate.reduce_all_const_elim 1.44% : 0.000004s : 24: predicate.reduce_eliminate 2.37% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.49% : 0.000001s : 11: predicate.remove_not_recompute_node 1.27% : 0.000004s : 28: predicate.replace_applicator 0.94% : 0.000003s : 16: predicate.replace_old_param 0.08% : 0.000000s : 1: predicate.reset_defer_inline 1.24% : 0.000004s : 24: predicate.reshape_eliminate 0.16% : 0.000000s : 2: predicate.row_tensor_add_zeros_like 0.14% : 0.000000s : 1: predicate.row_tensor_eliminate 0.37% : 0.000001s : 2: predicate.same_eliminate 0.37% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.85% : 0.000002s : 11: predicate.shard_identity_eliminate 0.26% : 0.000001s : 2: predicate.special_op_eliminate 0.58% : 0.000002s : 11: predicate.specialize_transform 0.49% : 0.000001s : 2: predicate.split_environ_get_set_with_tuple_value 1.19% : 0.000003s : 16: predicate.stack_unstack_eliminate 0.09% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.21% : 0.000006s : 41: predicate.switch_defer_inline 2.34% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.33% : 0.000021s : 136: predicate.switch_simplify 1.13% : 0.000003s : 24: predicate.tile_eliminate 1.07% : 0.000003s : 24: predicate.transpose_eliminate 1.39% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.35% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.24% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 2.67% : 0.000008s : 39: predicate.tuple_list_get_item_eliminator 1.29% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 1.96% : 0.000006s : 37: predicate.tuple_list_set_item_eliminator 1.32% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.19% : 0.000006s : 52: predicate.updatestate_pure_node_eliminater 2.88% : 0.000008s : 63: predicate.updatestate_useless_node_eliminater 0.20% : 0.000001s : 1: predicate.value_based_eliminate 0.72% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.60% : 0.000002s : 11: predicate.virtual_output_eliminate 0.08% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.17% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002281 29 51.94% : 0.001185s : 11: func_graph_cloner_run.FuncGraphClonerGraph 48.06% : 0.001096s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.737402 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.52% : 0.003820s : 1: add_attr 0.52% : 0.003806s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000081s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000185s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.06% : 0.000460s : 1: bootstrap 0.01% : 0.000038s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000013s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000025s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000009s : 1: environ_conv 0.03% : 0.000249s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.06% : 0.000452s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.10% : 0.000737s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000010s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000012s : 1: opt.transform.mutable_eliminate 0.30% : 0.002242s : 78: opt.transform.opt_a 0.00% : 0.000013s : 1: opt.transform.opt_after_cconv 0.01% : 0.000039s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000048s : 28: opt.transform.opt_b 0.01% : 0.000076s : 2: opt.transform.opt_trans_graph 0.00% : 0.000026s : 4: opt.transform.symbol_engine_opt 17.28% : 0.127438s : 1: opt_a 0.01% : 0.000082s : 1: opt_after_cconv 4.01% : 0.029597s : 1: opt_after_jit_grad 0.02% : 0.000153s : 1: opt_b 17.61% : 0.129886s : 1: optimize 0.00% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000073s : 1: pre_auto_parallel 0.00% : 0.000010s : 1: py_interpret_to_execute 0.00% : 0.000013s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000019s : 1: remove_dup_value 4.24% : 0.031285s : 1: renormalize.infer 0.15% : 0.001105s : 1: renormalize.specialize 0.00% : 0.000007s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000022s : 1: rewriter_after_opt_a 0.05% : 0.000348s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000070s : 1: symbol_engine_optimizer 0.01% : 0.000107s : 1: tuple_transform 54.86% : 0.404551s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype0-shape1-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype0-shape1-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape0-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape0-pynative],max_mem:2.0M TotalTime = 0.427482, [21] [bootstrap]: 0.00072629 [type_inference]: 0.251364 [event_method]: 2.306e-05 [auto_monad]: 8.738e-05 [graph_reusing]: 6.96001e-06 [inline]: 2.59999e-06 [add_attr]: 0.16889, [1] [add_attr_with_inline]: 0.16887, [1] [Cycle 1]: 7.433e-05, [2] [tag_attr]: 2.799e-05 [meta_addattr_fg_expand]: 6.36e-06 [parallel-infer-symbol]: 4.03001e-06 [pre_auto_parallel]: 4.578e-05 [insert-virtual-dataset]: 2.99999e-06 [parallel-infer-symbol-second]: 8.10018e-07 [dataset_repeat_opt]: 2.36998e-06 [pipeline_split]: 2.14e-06 [optimize]: 0.00514377, [53] [py_interpret_to_execute]: 8.2e-06 [rewriter_before_opt_a]: 0.00021568 [opt_a]: 0.00284013, [2] [Cycle 1]: 0.00232117, [45] [expand_dump_flag]: 3.48999e-06 [switch_simplify]: 9.335e-05 [loop_unroll]: 3.06e-05 [a_1]: 0.00062373 [with_stream_mark]: 1.797e-05 [recompute_prepare]: 6.76e-06 [updatestate_depend_eliminate]: 3.03e-06 [updatestate_assign_eliminate]: 2.79001e-06 [updatestate_loads_eliminate]: 2.18998e-06 [parameter_eliminate]: 1.92001e-06 [a_2]: 5.52e-05 [accelerated_algorithm]: 5.30001e-06 [shard]: 1.94999e-06 [meta_shard_fg_expand]: 1.97001e-06 [shard_inline]: 4.84e-06 [merge_send_recv]: 8.06001e-06 [auto_parallel]: 5.92999e-06 [parallel]: 2.657e-05 [flash_sp]: 1.068e-05 [merge_comm]: 3.28e-06 [allreduce_fusion]: 2.31e-06 [matmul_add_comm_reduction]: 9.49e-06 [allreduce_slice_to_reducescatter]: 8.79983e-07 [virtual_shard_identity]: 7.01999e-06 [virtual_dataset]: 4.86002e-06 [get_grad_eliminate_]: 4.45e-06 [virtual_output]: 4.74e-06 [merge_forward]: 3.28e-06 [cell_reuse_recompute_pass]: 1.16002e-06 [offload_activation]: 8.78001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.152e-05 [merge_recompute_call_nodes]: 1.65001e-06 [before_grad]: 8.70001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.95998e-06 [meta_fg_expand]: 2.69999e-06 [flash_sp_send_recv_attached]: 2.94999e-06 [receive_attached]: 2.64999e-06 [after_resolve]: 9.25001e-06 [a_after_grad]: 8.03001e-06 [renormalize]: 0.00099485 [add_forward_monad_depend]: 6.64001e-06 [auto_monad_grad]: 2.76e-06 [auto_monad_eliminator]: 1.163e-05 [cse]: 1.653e-05 [a_3]: 3.974e-05 [Cycle 2]: 0.00050685, [45] [expand_dump_flag]: 3.08e-06 [switch_simplify]: 6.39999e-06 [loop_unroll]: 4.3e-06 [a_1]: 6.534e-05 [with_stream_mark]: 1.41e-05 [recompute_prepare]: 4.25e-06 [updatestate_depend_eliminate]: 2.53998e-06 [updatestate_assign_eliminate]: 1.84e-06 [updatestate_loads_eliminate]: 1.84998e-06 [parameter_eliminate]: 1.49e-06 [a_2]: 4.244e-05 [accelerated_algorithm]: 4.50001e-06 [shard]: 1.22e-06 [meta_shard_fg_expand]: 1.27999e-06 [shard_inline]: 4.03001e-06 [merge_send_recv]: 4.41002e-06 [auto_parallel]: 5.71e-06 [parallel]: 5.90002e-06 [flash_sp]: 4.21001e-06 [merge_comm]: 2.16e-06 [allreduce_fusion]: 2.19001e-06 [matmul_add_comm_reduction]: 5.12e-06 [allreduce_slice_to_reducescatter]: 5.39992e-07 [virtual_shard_identity]: 5.72999e-06 [virtual_dataset]: 4e-06 [get_grad_eliminate_]: 3.92002e-06 [virtual_output]: 3.58e-06 [merge_forward]: 2.69001e-06 [cell_reuse_recompute_pass]: 2.22999e-06 [offload_activation]: 5.65001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.023e-05 [merge_recompute_call_nodes]: 7.30011e-07 [before_grad]: 6.63e-06 [set_forward_comm_id_for_comm_node_pass]: 2.98e-06 [meta_fg_expand]: 1.34e-06 [flash_sp_send_recv_attached]: 1.50001e-06 [receive_attached]: 1.99999e-06 [after_resolve]: 7.68001e-06 [a_after_grad]: 5.92999e-06 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 1.13001e-06 [auto_monad_grad]: 9.79984e-07 [auto_monad_eliminator]: 4.1e-06 [cse]: 1.081e-05 [a_3]: 2.36e-05 [py_interpret_to_execute_after_opt_a]: 4.75999e-06 [slice_cell_reuse_recomputed_activation]: 2.42001e-06 [rewriter_after_opt_a]: 1.576e-05 [convert_after_rewriter]: 1.52001e-06 [order_py_execute_after_rewriter]: 1.57001e-06 [mutable_eliminate]: 0.00072347 [opt_b]: 0.00014549, [1] [Cycle 1]: 0.00013815, [7] [b_1]: 7.844e-05 [b_2]: 6.76e-06 [updatestate_depend_eliminate]: 4.1e-06 [updatestate_assign_eliminate]: 1.89e-06 [updatestate_loads_eliminate]: 1.57999e-06 [renormalize]: 6.19999e-07 [cse]: 1.227e-05 [optimize_parallel_all_gather_comm]: 1.534e-05 [overlap_param_gather]: 2.05002e-06 [cconv]: 2.561e-05 [loop_unroll]: 0.00045816 [opt_after_cconv]: 7.895e-05, [1] [Cycle 1]: 7.341e-05, [7] [c_1]: 1.868e-05 [parameter_eliminate]: 3.75998e-06 [updatestate_depend_eliminate]: 3.66999e-06 [updatestate_assign_eliminate]: 1.64e-06 [updatestate_loads_eliminate]: 1.50999e-06 [cse]: 1.156e-05 [renormalize]: 4.39992e-07 [remove_dup_value]: 1.23e-05 [tuple_transform]: 5.743e-05, [1] [Cycle 1]: 5.295e-05, [4] [d_1]: 2.876e-05 [none_parameter_eliminate]: 1.40999e-06 [renormalize]: 1.69995e-07 [switch_simplify]: 4.93001e-06 [partial_unused_args_eliminate]: 1.79e-06 [add_recomputation]: 3.627e-05 [cse_after_recomputation]: 1.705e-05, [1] [Cycle 1]: 1.29e-05, [1] [cse]: 7.17002e-06 [environ_conv]: 4.92e-06 [swap_dp_allreduce_reducescatter]: 3.93999e-06 [bias_add_comm_swap]: 2.68e-06 [label_micro_interleaved_index]: 4.95001e-06 [label_fine_grained_interleaved_index]: 4.10998e-06 [merge_cast_opt]: 1.47999e-06 [slice_recompute_activation]: 2.29001e-06 [micro_interleaved_order_control]: 2.93e-06 [assign_add_opt]: 1.25999e-06 [ForceFp32Comm]: 1.09998e-06 [remove_cast_before_assign_add]: 1.10999e-06 [full_micro_interleaved_order_control]: 2.34999e-06 [reorder_send_recv_between_fp_bp]: 2.91999e-06 [comm_op_add_attrs]: 1.15999e-06 [add_comm_op_reuse_tag]: 1.00999e-06 [interleave_split_concat_branches]: 1.12e-06 [interleave_parallel_branches]: 1.11002e-06 [overlap_opt_shard_in_pipeline]: 1.27999e-06 [overlap_opt_shard_grad_in_pipeline]: 1.93002e-06 [control_data_broadcast_order]: 1.199e-05 [grouped_pairwise_exchange_alltoall]: 1.47999e-06 [offloading_packed_experts]: 3.41999e-06 [overlap_recompute_and_grad_model_parallel]: 4.03999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.16002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.37999e-06 [overlap_recompute_comm]: 2.46e-06 [overlap_grad_ring_attention]: 3.63999e-06 [overlap_grad_flash_sp]: 1.751e-05 [begin_end_overlap_inline]: 5.50004e-07 [split_matmul_comm_elemetwise]: 2.12999e-06 [split_layernorm_comm]: 1.84e-06 [handle_group_info]: 1.29998e-06 [symbol_engine_optimizer]: 7.109e-05, [1] [Cycle 1]: 6.661e-05, [6] [build]: 2.74999e-06 [elim_shapecalc]: 1.044e-05 [elim_not_effective]: 1.037e-05 [opt_reshape]: 5.35001e-06 [fold_const_symbol]: 7.25e-06 [renormalize]: 2.60014e-07 [detach_backward]: 2.39999e-06 [pipeline_parallel_scheduler]: 1.78002e-06 [auto_monad_reorder]: 1.528e-05 [get_jit_bprop_graph]: 2.01e-06 [rewriter_after_jit_bprop_graph]: 4.50999e-06 [opt_after_jit_grad]: 0.00093719 [validate]: 3.839e-05 Sums bootstrap : 0.000726s : 0.28% type_inference : 0.251364s : 97.61% event_method : 0.000023s : 0.01% auto_monad : 0.000087s : 0.03% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000028s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000046s : 0.02% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000008s : 0.00% optimize.rewriter_before_opt_a : 0.000216s : 0.08% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000100s : 0.04% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000689s : 0.27% optimize.opt_a.with_stream_mark : 0.000032s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000003s : 0.00% optimize.opt_a.a_2 : 0.000098s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000003s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000012s : 0.00% optimize.opt_a.auto_parallel : 0.000012s : 0.00% optimize.opt_a.parallel : 0.000032s : 0.01% optimize.opt_a.flash_sp : 0.000015s : 0.01% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000015s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000014s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000022s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000002s : 0.00% optimize.opt_a.before_grad : 0.000015s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000017s : 0.01% optimize.opt_a.a_after_grad : 0.000014s : 0.01% optimize.opt_a.renormalize : 0.000995s : 0.39% optimize.opt_a.add_forward_monad_depend : 0.000008s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000016s : 0.01% optimize.opt_a.cse : 0.000027s : 0.01% optimize.opt_a.a_3 : 0.000063s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000005s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000016s : 0.01% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000002s : 0.00% optimize.mutable_eliminate : 0.000723s : 0.28% optimize.opt_b.b_1 : 0.000078s : 0.03% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000012s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000015s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000026s : 0.01% optimize.loop_unroll : 0.000458s : 0.18% optimize.opt_after_cconv.c_1 : 0.000019s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000012s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000012s : 0.00% optimize.tuple_transform.d_1 : 0.000029s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000001s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000036s : 0.01% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000004s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000018s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000015s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000937s : 0.36% validate : 0.000038s : 0.01% Time group info: ------[substitution.] 0.000205 19 0.77% : 0.000002s : 1: substitution.elim_not_effective 0.56% : 0.000001s : 1: substitution.fold_const_symbol 2.40% : 0.000005s : 2: substitution.graph_param_transform 79.76% : 0.000164s : 6: substitution.inline 1.65% : 0.000003s : 2: substitution.j_node_and_user_rematch 1.93% : 0.000004s : 2: substitution.remove_not_recompute_node 1.79% : 0.000004s : 2: substitution.replace_old_param 4.75% : 0.000010s : 1: substitution.switch_simplify 6.40% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.251280 2 99.35% : 0.249657s : 1: type_inference.infer 0.65% : 0.001623s : 1: type_inference.specialize ------[replace.] 0.000086 9 55.66% : 0.000048s : 6: replace.inline 28.42% : 0.000024s : 1: replace.switch_simplify 15.92% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000181 9 88.52% : 0.000160s : 6: match.inline 4.96% : 0.000009s : 1: match.switch_simplify 6.52% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000159 912 1.15% : 0.000002s : 11: predicate.accumulaten_eliminater 1.02% : 0.000002s : 2: predicate.ad_related_special_op_eliminate 0.38% : 0.000001s : 4: predicate.addn_check_dump 1.19% : 0.000002s : 11: predicate.addn_zero_filter 0.96% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 2.08% : 0.000003s : 15: predicate.arithmetic_simplify 1.38% : 0.000002s : 11: predicate.cast_eliminate 0.50% : 0.000001s : 4: predicate.check_bprop_eliminate 0.40% : 0.000001s : 4: predicate.compare_switch_simplify 0.11% : 0.000000s : 2: predicate.const_output_eliminate 0.47% : 0.000001s : 4: predicate.depend_value_elim 1.00% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.09% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.95% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.95% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.25% : 0.000000s : 2: predicate.elim_not_effective 0.48% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.14% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.13% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_depend_swap 1.69% : 0.000003s : 17: predicate.environ_get_eliminate 1.09% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.67% : 0.000003s : 19: predicate.exchange_switch_depend_value 3.26% : 0.000005s : 19: predicate.float_depend_g_call 0.32% : 0.000001s : 4: predicate.float_environ_get_switch 0.70% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.13% : 0.000000s : 2: predicate.fold_const_symbol 0.59% : 0.000001s : 4: predicate.get_grad_eliminate 0.15% : 0.000000s : 2: predicate.graph_param_transform 0.34% : 0.000001s : 4: predicate.incorporate_call 0.30% : 0.000000s : 4: predicate.incorporate_call_switch 5.76% : 0.000009s : 42: predicate.inline 0.71% : 0.000001s : 4: predicate.inline_without_move 0.27% : 0.000000s : 4: predicate.j_node_and_user_rematch 1.15% : 0.000002s : 4: predicate.less_batch_normalization 1.88% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.37% : 0.000004s : 28: predicate.load_eliminater 0.77% : 0.000001s : 2: predicate.loop_unroll_after_grad 3.26% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.71% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.34% : 0.000001s : 4: predicate.merge_addn 0.33% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.33% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.92% : 0.000001s : 11: predicate.minmaximum_grad 0.83% : 0.000001s : 2: predicate.mutable_eliminate 0.33% : 0.000001s : 2: predicate.opt_reshape 0.29% : 0.000000s : 2: predicate.parallel_virtual_node 2.23% : 0.000004s : 19: predicate.partial_defer_inline 1.34% : 0.000002s : 15: predicate.partial_eliminate 1.07% : 0.000002s : 11: predicate.print_const_string_wrapper 0.38% : 0.000001s : 4: predicate.reduce_all_const_elim 1.55% : 0.000002s : 11: predicate.reduce_eliminate 2.41% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.40% : 0.000001s : 4: predicate.remove_not_recompute_node 1.36% : 0.000002s : 17: predicate.replace_applicator 0.31% : 0.000001s : 4: predicate.replace_old_param 0.21% : 0.000000s : 2: predicate.reset_defer_inline 1.19% : 0.000002s : 11: predicate.reshape_eliminate 0.49% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.32% : 0.000001s : 2: predicate.row_tensor_eliminate 0.68% : 0.000001s : 4: predicate.same_eliminate 0.31% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.58% : 0.000001s : 4: predicate.shard_identity_eliminate 0.61% : 0.000001s : 4: predicate.special_op_eliminate 0.45% : 0.000001s : 4: predicate.specialize_transform 0.86% : 0.000001s : 4: predicate.split_environ_get_set_with_tuple_value 0.71% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.24% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.89% : 0.000003s : 19: predicate.switch_defer_inline 2.52% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.41% : 0.000010s : 62: predicate.switch_simplify 1.03% : 0.000002s : 11: predicate.tile_eliminate 1.11% : 0.000002s : 11: predicate.transpose_eliminate 1.66% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.54% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.45% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.20% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.39% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.12% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.66% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.28% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.85% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.41% : 0.000001s : 2: predicate.value_based_eliminate 0.53% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.47% : 0.000001s : 4: predicate.virtual_output_eliminate 0.26% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.29% : 0.000000s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001078 14 53.68% : 0.000578s : 6: func_graph_cloner_run.FuncGraphClonerGraph 46.32% : 0.000499s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.603570 192 0.00% : 0.000004s : 1: ForceFp32Comm 27.98% : 0.168897s : 1: add_attr 27.98% : 0.168875s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.01% : 0.000040s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.02% : 0.000093s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.13% : 0.000766s : 1: bootstrap 0.00% : 0.000029s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000009s : 1: label_fine_grained_interleaved_index 0.01% : 0.000078s : 1: label_micro_interleaved_index 0.08% : 0.000467s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.12% : 0.000733s : 1: mutable_eliminate 0.00% : 0.000007s : 1: offloading_packed_experts 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000013s : 1: opt.transform.mutable_eliminate 0.17% : 0.001036s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.00% : 0.000022s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000058s : 28: opt.transform.opt_b 0.01% : 0.000032s : 2: opt.transform.opt_trans_graph 0.00% : 0.000029s : 4: opt.transform.symbol_engine_opt 0.47% : 0.002844s : 1: opt_a 0.01% : 0.000083s : 1: opt_after_cconv 0.16% : 0.000949s : 1: opt_after_jit_grad 0.02% : 0.000149s : 1: opt_b 0.85% : 0.005150s : 1: optimize 0.00% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000021s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000050s : 1: pre_auto_parallel 0.00% : 0.000012s : 1: py_interpret_to_execute 0.00% : 0.000008s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000016s : 1: remove_dup_value 0.09% : 0.000550s : 1: renormalize.infer 0.07% : 0.000435s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000019s : 1: rewriter_after_opt_a 0.04% : 0.000221s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000074s : 1: symbol_engine_optimizer 0.01% : 0.000060s : 1: tuple_transform 41.65% : 0.251387s : 1: type_inference TotalTime = 0.520181, [21] [bootstrap]: 0.00047369 [type_inference]: 0.32068 [event_method]: 0.0002013 [auto_monad]: 0.00022641 [graph_reusing]: 1.088e-05 [inline]: 2.71999e-06 [add_attr]: 0.00379449, [1] [add_attr_with_inline]: 0.00378298, [1] [Cycle 1]: 0.00010425, [2] [tag_attr]: 5.051e-05 [meta_addattr_fg_expand]: 1.092e-05 [parallel-infer-symbol]: 3.76999e-06 [pre_auto_parallel]: 6.384e-05 [insert-virtual-dataset]: 2.73003e-06 [parallel-infer-symbol-second]: 7.89994e-07 [dataset_repeat_opt]: 2.07001e-06 [pipeline_split]: 1.86003e-06 [optimize]: 0.193591, [53] [py_interpret_to_execute]: 5.56e-06 [rewriter_before_opt_a]: 0.00033624 [opt_a]: 0.00594884, [2] [Cycle 1]: 0.00539202, [45] [expand_dump_flag]: 5.26002e-06 [switch_simplify]: 0.00016571 [loop_unroll]: 6.173e-05 [a_1]: 0.00135561 [with_stream_mark]: 3.12e-05 [recompute_prepare]: 2.015e-05 [updatestate_depend_eliminate]: 8.28999e-06 [updatestate_assign_eliminate]: 6.24001e-06 [updatestate_loads_eliminate]: 5.65001e-06 [parameter_eliminate]: 2.81999e-06 [a_2]: 0.00018129 [accelerated_algorithm]: 1.366e-05 [shard]: 2.97002e-06 [meta_shard_fg_expand]: 4.3e-06 [shard_inline]: 1.209e-05 [merge_send_recv]: 1.74e-05 [auto_parallel]: 1.281e-05 [parallel]: 2.296e-05 [flash_sp]: 1.225e-05 [merge_comm]: 2.174e-05 [allreduce_fusion]: 8.10999e-06 [matmul_add_comm_reduction]: 3.61e-05 [allreduce_slice_to_reducescatter]: 9.39996e-07 [virtual_shard_identity]: 1.614e-05 [virtual_dataset]: 1.234e-05 [get_grad_eliminate_]: 1.139e-05 [virtual_output]: 1.155e-05 [merge_forward]: 8.63001e-06 [cell_reuse_recompute_pass]: 1.75001e-06 [offload_activation]: 1.599e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.319e-05 [merge_recompute_call_nodes]: 1.37999e-06 [before_grad]: 2.159e-05 [set_forward_comm_id_for_comm_node_pass]: 8.00999e-06 [meta_fg_expand]: 0.00104469 [flash_sp_send_recv_attached]: 4.79e-06 [receive_attached]: 2.06e-06 [after_resolve]: 3.851e-05 [a_after_grad]: 4.58e-05 [renormalize]: 0.00174359 [add_forward_monad_depend]: 6.43998e-06 [auto_monad_grad]: 2.99999e-06 [auto_monad_eliminator]: 1.48e-05 [cse]: 3.219e-05 [a_3]: 3.371e-05 [Cycle 2]: 0.00054495, [45] [expand_dump_flag]: 2.56e-06 [switch_simplify]: 5.81e-06 [loop_unroll]: 3.63e-06 [a_1]: 4.254e-05 [with_stream_mark]: 1.494e-05 [recompute_prepare]: 3.86001e-06 [updatestate_depend_eliminate]: 2.76e-06 [updatestate_assign_eliminate]: 2.14e-06 [updatestate_loads_eliminate]: 2.01e-06 [parameter_eliminate]: 1.87999e-06 [a_2]: 3.667e-05 [accelerated_algorithm]: 3.76001e-06 [shard]: 1.86998e-06 [meta_shard_fg_expand]: 1.22999e-06 [shard_inline]: 3.25e-06 [merge_send_recv]: 6.34999e-06 [auto_parallel]: 7.43e-06 [parallel]: 7.88999e-06 [flash_sp]: 3.43999e-06 [merge_comm]: 2.47001e-06 [allreduce_fusion]: 2.41998e-06 [matmul_add_comm_reduction]: 6.66e-06 [allreduce_slice_to_reducescatter]: 5.00004e-07 [virtual_shard_identity]: 4.13001e-06 [virtual_dataset]: 3.53e-06 [get_grad_eliminate_]: 3.38999e-06 [virtual_output]: 3.23998e-06 [merge_forward]: 2.93998e-06 [cell_reuse_recompute_pass]: 2.02001e-06 [offload_activation]: 8.59e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.77001e-06 [merge_recompute_call_nodes]: 1.30999e-06 [before_grad]: 6.56999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.37999e-06 [meta_fg_expand]: 8.979e-05 [flash_sp_send_recv_attached]: 1.69e-06 [receive_attached]: 1.69998e-06 [after_resolve]: 6.12001e-06 [a_after_grad]: 4.27e-06 [renormalize]: 5.9983e-08 [add_forward_monad_depend]: 1.66e-06 [auto_monad_grad]: 1.47999e-06 [auto_monad_eliminator]: 5.32001e-06 [cse]: 1.3e-05 [a_3]: 1.971e-05 [py_interpret_to_execute_after_opt_a]: 7.29001e-06 [slice_cell_reuse_recomputed_activation]: 1.92999e-06 [rewriter_after_opt_a]: 1.706e-05 [convert_after_rewriter]: 1.19998e-06 [order_py_execute_after_rewriter]: 1.10001e-06 [mutable_eliminate]: 0.00063005 [opt_b]: 0.00013705, [1] [Cycle 1]: 0.0001304, [7] [b_1]: 6.609e-05 [b_2]: 5.13002e-06 [updatestate_depend_eliminate]: 5.79e-06 [updatestate_assign_eliminate]: 1.92001e-06 [updatestate_loads_eliminate]: 1.87999e-06 [renormalize]: 8.50006e-07 [cse]: 1.597e-05 [optimize_parallel_all_gather_comm]: 1.509e-05 [overlap_param_gather]: 1.84e-06 [cconv]: 2.93e-05 [loop_unroll]: 0.185555 [opt_after_cconv]: 0.00015084, [1] [Cycle 1]: 0.00013778, [7] [c_1]: 2.807e-05 [parameter_eliminate]: 7.86001e-06 [updatestate_depend_eliminate]: 1.415e-05 [updatestate_assign_eliminate]: 3.24001e-06 [updatestate_loads_eliminate]: 2.48e-06 [cse]: 4.412e-05 [renormalize]: 1.04e-06 [remove_dup_value]: 1.861e-05 [tuple_transform]: 8.218e-05, [1] [Cycle 1]: 7.642e-05, [4] [d_1]: 4.069e-05 [none_parameter_eliminate]: 2.70002e-06 [renormalize]: 2.3999e-07 [switch_simplify]: 7.61999e-06 [partial_unused_args_eliminate]: 3.03e-06 [add_recomputation]: 5.281e-05 [cse_after_recomputation]: 2.625e-05, [1] [Cycle 1]: 2.134e-05, [1] [cse]: 1.455e-05 [environ_conv]: 7.68001e-06 [swap_dp_allreduce_reducescatter]: 4.53999e-06 [bias_add_comm_swap]: 4.08999e-06 [label_micro_interleaved_index]: 8.45001e-06 [label_fine_grained_interleaved_index]: 2.96001e-06 [merge_cast_opt]: 1.27999e-06 [slice_recompute_activation]: 2.19999e-06 [micro_interleaved_order_control]: 2.51e-06 [assign_add_opt]: 1.48002e-06 [ForceFp32Comm]: 8.80013e-07 [remove_cast_before_assign_add]: 1.34e-06 [full_micro_interleaved_order_control]: 2.14e-06 [reorder_send_recv_between_fp_bp]: 2.62001e-06 [comm_op_add_attrs]: 1.14e-06 [add_comm_op_reuse_tag]: 9.80013e-07 [interleave_split_concat_branches]: 1.42e-06 [interleave_parallel_branches]: 1.54e-06 [overlap_opt_shard_in_pipeline]: 1.56998e-06 [overlap_opt_shard_grad_in_pipeline]: 2.11e-06 [control_data_broadcast_order]: 1.528e-05 [grouped_pairwise_exchange_alltoall]: 2.32999e-06 [offloading_packed_experts]: 4.04002e-06 [overlap_recompute_and_grad_model_parallel]: 4.27e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.12999e-06 [overlap_recompute_allgather_and_fa_grad]: 1.73997e-06 [overlap_recompute_comm]: 2.68e-06 [overlap_grad_ring_attention]: 4.67e-06 [overlap_grad_flash_sp]: 2.243e-05 [begin_end_overlap_inline]: 5.8001e-07 [split_matmul_comm_elemetwise]: 2.01e-06 [split_layernorm_comm]: 1.96e-06 [handle_group_info]: 1.25999e-06 [symbol_engine_optimizer]: 7.932e-05, [1] [Cycle 1]: 7.404e-05, [6] [build]: 4.85001e-06 [elim_shapecalc]: 1.146e-05 [elim_not_effective]: 1.161e-05 [opt_reshape]: 5.47001e-06 [fold_const_symbol]: 7.23e-06 [renormalize]: 3.00002e-07 [detach_backward]: 2.83e-06 [pipeline_parallel_scheduler]: 1.64e-06 [auto_monad_reorder]: 1.983e-05 [get_jit_bprop_graph]: 2.31998e-06 [rewriter_after_jit_bprop_graph]: 7.01001e-06 [opt_after_jit_grad]: 0.00085759 [validate]: 4.612e-05 Sums bootstrap : 0.000474s : 0.09% type_inference : 0.320680s : 62.24% event_method : 0.000201s : 0.04% auto_monad : 0.000226s : 0.04% graph_reusing : 0.000011s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000051s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000011s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000064s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000006s : 0.00% optimize.rewriter_before_opt_a : 0.000336s : 0.07% optimize.opt_a.expand_dump_flag : 0.000008s : 0.00% optimize.opt_a.switch_simplify : 0.000172s : 0.03% optimize.opt_a.loop_unroll : 0.000065s : 0.01% optimize.opt_a.a_1 : 0.001398s : 0.27% optimize.opt_a.with_stream_mark : 0.000046s : 0.01% optimize.opt_a.recompute_prepare : 0.000024s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000218s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000017s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000006s : 0.00% optimize.opt_a.shard_inline : 0.000015s : 0.00% optimize.opt_a.merge_send_recv : 0.000024s : 0.00% optimize.opt_a.auto_parallel : 0.000020s : 0.00% optimize.opt_a.parallel : 0.000031s : 0.01% optimize.opt_a.flash_sp : 0.000016s : 0.00% optimize.opt_a.merge_comm : 0.000024s : 0.00% optimize.opt_a.allreduce_fusion : 0.000011s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000043s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000020s : 0.00% optimize.opt_a.virtual_dataset : 0.000016s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000015s : 0.00% optimize.opt_a.virtual_output : 0.000015s : 0.00% optimize.opt_a.merge_forward : 0.000012s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000025s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000033s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000028s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000010s : 0.00% optimize.opt_a.meta_fg_expand : 0.001134s : 0.22% optimize.opt_a.flash_sp_send_recv_attached : 0.000006s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000045s : 0.01% optimize.opt_a.a_after_grad : 0.000050s : 0.01% optimize.opt_a.renormalize : 0.001744s : 0.34% optimize.opt_a.add_forward_monad_depend : 0.000008s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000020s : 0.00% optimize.opt_a.cse : 0.000045s : 0.01% optimize.opt_a.a_3 : 0.000053s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000017s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000630s : 0.12% optimize.opt_b.b_1 : 0.000066s : 0.01% optimize.opt_b.b_2 : 0.000005s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000016s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000015s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000029s : 0.01% optimize.loop_unroll : 0.185555s : 36.01% optimize.opt_after_cconv.c_1 : 0.000028s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000008s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000044s : 0.01% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000019s : 0.00% optimize.tuple_transform.d_1 : 0.000041s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000003s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000008s : 0.00% optimize.partial_unused_args_eliminate : 0.000003s : 0.00% optimize.add_recomputation : 0.000053s : 0.01% optimize.cse_after_recomputation.cse : 0.000015s : 0.00% optimize.environ_conv : 0.000008s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000008s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000002s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000015s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000004s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000002s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000005s : 0.00% optimize.overlap_grad_flash_sp : 0.000022s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000005s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000020s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000858s : 0.17% validate : 0.000046s : 0.01% Time group info: ------[substitution.] 0.000441 84 0.53% : 0.000002s : 1: substitution.elim_not_effective 1.43% : 0.000006s : 9: substitution.float_depend_g_call 0.86% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.28% : 0.000001s : 1: substitution.fold_const_symbol 1.41% : 0.000006s : 1: substitution.graph_param_transform 0.68% : 0.000003s : 2: substitution.incorporate_call 0.51% : 0.000002s : 2: substitution.incorporate_call_switch 70.28% : 0.000310s : 15: substitution.inline 3.61% : 0.000016s : 1: substitution.inline_without_move 1.52% : 0.000007s : 8: substitution.j_node_and_user_rematch 0.81% : 0.000004s : 2: substitution.minmaximum_grad 1.51% : 0.000007s : 9: substitution.partial_eliminate 1.65% : 0.000007s : 8: substitution.remove_not_recompute_node 0.52% : 0.000002s : 1: substitution.replace_applicator 0.75% : 0.000003s : 3: substitution.replace_old_param 0.59% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.34% : 0.000015s : 4: substitution.switch_simplify 1.49% : 0.000007s : 2: substitution.tuple_list_convert_item_index_to_positive 0.75% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 1.06% : 0.000005s : 2: substitution.tuple_list_get_item_depend_reorder 5.41% : 0.000024s : 6: substitution.tuple_list_get_item_eliminator 1.01% : 0.000004s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.320572 2 99.08% : 0.317625s : 1: type_inference.infer 0.92% : 0.002947s : 1: type_inference.specialize ------[replace.] 0.000169 21 61.13% : 0.000103s : 15: replace.inline 31.11% : 0.000053s : 4: replace.switch_simplify 7.76% : 0.000013s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000327 21 92.49% : 0.000302s : 15: match.inline 3.74% : 0.000012s : 4: match.switch_simplify 3.78% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000293 1805 1.01% : 0.000003s : 24: predicate.accumulaten_eliminater 0.99% : 0.000003s : 1: predicate.ad_related_special_op_eliminate 0.48% : 0.000001s : 11: predicate.addn_check_dump 1.09% : 0.000003s : 24: predicate.addn_zero_filter 0.97% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 1.94% : 0.000006s : 35: predicate.arithmetic_simplify 1.05% : 0.000003s : 24: predicate.cast_eliminate 0.16% : 0.000000s : 2: predicate.check_bprop_eliminate 0.49% : 0.000001s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.53% : 0.000002s : 11: predicate.depend_value_elim 1.13% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.22% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.13% : 0.000003s : 24: predicate.dict_set_item_eliminator 0.68% : 0.000002s : 2: predicate.dumpgradient_eliminate 0.11% : 0.000000s : 1: predicate.elim_not_effective 0.57% : 0.000002s : 1: predicate.elim_shapecalc_of_broadcastargs 1.18% : 0.000003s : 25: predicate.environ_add_const_eliminate 1.01% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.01% : 0.000003s : 25: predicate.environ_get_depend_swap 1.61% : 0.000005s : 36: predicate.environ_get_eliminate 1.04% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.89% : 0.000006s : 41: predicate.exchange_switch_depend_value 2.95% : 0.000009s : 41: predicate.float_depend_g_call 0.49% : 0.000001s : 11: predicate.float_environ_get_switch 0.61% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.60% : 0.000002s : 11: predicate.get_grad_eliminate 0.14% : 0.000000s : 1: predicate.graph_param_transform 0.55% : 0.000002s : 11: predicate.incorporate_call 0.47% : 0.000001s : 11: predicate.incorporate_call_switch 6.90% : 0.000020s : 89: predicate.inline 1.16% : 0.000003s : 16: predicate.inline_without_move 0.29% : 0.000001s : 11: predicate.j_node_and_user_rematch 0.78% : 0.000002s : 11: predicate.less_batch_normalization 1.48% : 0.000004s : 28: predicate.list_to_tuple_eliminator_ 2.31% : 0.000007s : 52: predicate.load_eliminater 2.05% : 0.000006s : 1: predicate.loop_unroll_after_grad 3.47% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.58% : 0.000005s : 26: predicate.make_slice_get_slice_eliminator 0.51% : 0.000002s : 11: predicate.merge_addn 0.18% : 0.000001s : 2: predicate.micro_step_allgather_replace 0.16% : 0.000000s : 2: predicate.mini_step_allgather_replace 1.02% : 0.000003s : 24: predicate.minmaximum_grad 0.81% : 0.000002s : 1: predicate.mutable_eliminate 0.12% : 0.000000s : 1: predicate.opt_reshape 0.26% : 0.000001s : 1: predicate.parallel_virtual_node 2.58% : 0.000008s : 41: predicate.partial_defer_inline 1.39% : 0.000004s : 27: predicate.partial_eliminate 1.15% : 0.000003s : 24: predicate.print_const_string_wrapper 0.58% : 0.000002s : 11: predicate.reduce_all_const_elim 1.15% : 0.000003s : 24: predicate.reduce_eliminate 2.49% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.41% : 0.000001s : 11: predicate.remove_not_recompute_node 1.14% : 0.000003s : 28: predicate.replace_applicator 0.72% : 0.000002s : 16: predicate.replace_old_param 0.14% : 0.000000s : 1: predicate.reset_defer_inline 1.06% : 0.000003s : 24: predicate.reshape_eliminate 0.14% : 0.000000s : 2: predicate.row_tensor_add_zeros_like 0.17% : 0.000001s : 1: predicate.row_tensor_eliminate 0.27% : 0.000001s : 2: predicate.same_eliminate 0.36% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.72% : 0.000002s : 11: predicate.shard_identity_eliminate 0.32% : 0.000001s : 2: predicate.special_op_eliminate 0.68% : 0.000002s : 11: predicate.specialize_transform 0.57% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.02% : 0.000003s : 16: predicate.stack_unstack_eliminate 0.14% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.16% : 0.000006s : 41: predicate.switch_defer_inline 2.22% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.56% : 0.000022s : 136: predicate.switch_simplify 1.06% : 0.000003s : 24: predicate.tile_eliminate 1.03% : 0.000003s : 24: predicate.transpose_eliminate 1.37% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.31% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.20% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 2.85% : 0.000008s : 39: predicate.tuple_list_get_item_eliminator 1.39% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.10% : 0.000006s : 37: predicate.tuple_list_set_item_eliminator 1.34% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.23% : 0.000007s : 52: predicate.updatestate_pure_node_eliminater 3.06% : 0.000009s : 63: predicate.updatestate_useless_node_eliminater 0.11% : 0.000000s : 1: predicate.value_based_eliminate 0.72% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.62% : 0.000002s : 11: predicate.virtual_output_eliminate 0.14% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.14% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001974 29 59.63% : 0.001177s : 11: func_graph_cloner_run.FuncGraphClonerGraph 40.37% : 0.000797s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.721391 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.53% : 0.003801s : 1: add_attr 0.52% : 0.003787s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000059s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000240s : 1: auto_monad 0.00% : 0.000024s : 1: auto_monad_reorder 0.00% : 0.000005s : 1: begin_end_overlap_inline 0.00% : 0.000007s : 1: bias_add_comm_swap 0.07% : 0.000502s : 1: bootstrap 0.00% : 0.000033s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000018s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000030s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000011s : 1: environ_conv 0.03% : 0.000212s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 0.00% : 0.000006s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000011s : 1: label_micro_interleaved_index 25.73% : 0.185582s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.09% : 0.000638s : 1: mutable_eliminate 0.00% : 0.000007s : 1: offloading_packed_experts 0.01% : 0.000041s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000013s : 1: opt.transform.mutable_eliminate 0.29% : 0.002095s : 78: opt.transform.opt_a 0.00% : 0.000026s : 1: opt.transform.opt_after_cconv 0.01% : 0.000058s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000044s : 28: opt.transform.opt_b 0.01% : 0.000045s : 2: opt.transform.opt_trans_graph 0.00% : 0.000031s : 4: opt.transform.symbol_engine_opt 0.83% : 0.005953s : 1: opt_a 0.02% : 0.000156s : 1: opt_after_cconv 0.12% : 0.000871s : 1: opt_after_jit_grad 0.02% : 0.000140s : 1: opt_b 26.84% : 0.193598s : 1: optimize 0.00% : 0.000018s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000026s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000008s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000005s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000006s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000068s : 1: pre_auto_parallel 0.00% : 0.000009s : 1: py_interpret_to_execute 0.00% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000023s : 1: remove_dup_value 0.13% : 0.000949s : 1: renormalize.infer 0.11% : 0.000785s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000020s : 1: rewriter_after_opt_a 0.05% : 0.000344s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000082s : 1: symbol_engine_optimizer 0.01% : 0.000086s : 1: tuple_transform 44.46% : 0.320705s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape0-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape0-kbk],max_mem:2.0M TotalTime = 0.169366, [21] [bootstrap]: 0.00074366 [type_inference]: 0.157915 [event_method]: 2.426e-05 [auto_monad]: 8.849e-05 [graph_reusing]: 6.55002e-06 [inline]: 2.72001e-06 [add_attr]: 0.00457268, [1] [add_attr_with_inline]: 0.0045575, [1] [Cycle 1]: 7.549e-05, [2] [tag_attr]: 2.573e-05 [meta_addattr_fg_expand]: 6.05002e-06 [parallel-infer-symbol]: 3.48999e-06 [pre_auto_parallel]: 4.793e-05 [insert-virtual-dataset]: 2.54001e-06 [parallel-infer-symbol-second]: 8.59989e-07 [dataset_repeat_opt]: 2.00002e-06 [pipeline_split]: 2.01e-06 [optimize]: 0.00523534, [53] [py_interpret_to_execute]: 7.57998e-06 [rewriter_before_opt_a]: 0.00020576 [opt_a]: 0.00298108, [2] [Cycle 1]: 0.0023986, [45] [expand_dump_flag]: 3.16001e-06 [switch_simplify]: 9.103e-05 [loop_unroll]: 3.151e-05 [a_1]: 0.00062712 [with_stream_mark]: 1.991e-05 [recompute_prepare]: 9.14e-06 [updatestate_depend_eliminate]: 3.14001e-06 [updatestate_assign_eliminate]: 2.52001e-06 [updatestate_loads_eliminate]: 1.95001e-06 [parameter_eliminate]: 2.14999e-06 [a_2]: 5.406e-05 [accelerated_algorithm]: 4.85999e-06 [shard]: 2.19001e-06 [meta_shard_fg_expand]: 1.64e-06 [shard_inline]: 4.42e-06 [merge_send_recv]: 7.98999e-06 [auto_parallel]: 6.27001e-06 [parallel]: 2.593e-05 [flash_sp]: 9.21002e-06 [merge_comm]: 2.81e-06 [allreduce_fusion]: 2.51998e-06 [matmul_add_comm_reduction]: 9.92999e-06 [allreduce_slice_to_reducescatter]: 8.89995e-07 [virtual_shard_identity]: 7.58999e-06 [virtual_dataset]: 4.95999e-06 [get_grad_eliminate_]: 4.52e-06 [virtual_output]: 4.50001e-06 [merge_forward]: 3.7e-06 [cell_reuse_recompute_pass]: 1.33002e-06 [offload_activation]: 9.86998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.107e-05 [merge_recompute_call_nodes]: 1.44e-06 [before_grad]: 8.44998e-06 [set_forward_comm_id_for_comm_node_pass]: 2.52001e-06 [meta_fg_expand]: 2.56998e-06 [flash_sp_send_recv_attached]: 2.78e-06 [receive_attached]: 2.11e-06 [after_resolve]: 9.25999e-06 [a_after_grad]: 6.57002e-06 [renormalize]: 0.00104163 [add_forward_monad_depend]: 7.74002e-06 [auto_monad_grad]: 2.31e-06 [auto_monad_eliminator]: 1.515e-05 [cse]: 3.057e-05 [a_3]: 3.879e-05 [Cycle 2]: 0.00056998, [45] [expand_dump_flag]: 2.17999e-06 [switch_simplify]: 6.73e-06 [loop_unroll]: 4.15999e-06 [a_1]: 8.992e-05 [with_stream_mark]: 1.671e-05 [recompute_prepare]: 4.52e-06 [updatestate_depend_eliminate]: 2.48e-06 [updatestate_assign_eliminate]: 2.02999e-06 [updatestate_loads_eliminate]: 2.21998e-06 [parameter_eliminate]: 1.72001e-06 [a_2]: 6.29e-05 [accelerated_algorithm]: 5.21998e-06 [shard]: 2.58e-06 [meta_shard_fg_expand]: 1.27999e-06 [shard_inline]: 4.23001e-06 [merge_send_recv]: 5.94999e-06 [auto_parallel]: 6.84999e-06 [parallel]: 6.77002e-06 [flash_sp]: 4.03001e-06 [merge_comm]: 2.41e-06 [allreduce_fusion]: 2.44999e-06 [matmul_add_comm_reduction]: 6.46999e-06 [allreduce_slice_to_reducescatter]: 5.3001e-07 [virtual_shard_identity]: 5.40999e-06 [virtual_dataset]: 3.73001e-06 [get_grad_eliminate_]: 4.16001e-06 [virtual_output]: 3.68999e-06 [merge_forward]: 2.31998e-06 [cell_reuse_recompute_pass]: 1.99999e-06 [offload_activation]: 5.94e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.232e-05 [merge_recompute_call_nodes]: 1.26997e-06 [before_grad]: 7.54002e-06 [set_forward_comm_id_for_comm_node_pass]: 2.29001e-06 [meta_fg_expand]: 1.22e-06 [flash_sp_send_recv_attached]: 1.04e-06 [receive_attached]: 2.39001e-06 [after_resolve]: 8.57e-06 [a_after_grad]: 6.14001e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 1.35999e-06 [auto_monad_grad]: 1.66998e-06 [auto_monad_eliminator]: 5.72999e-06 [cse]: 1.494e-05 [a_3]: 2.483e-05 [py_interpret_to_execute_after_opt_a]: 6.72002e-06 [slice_cell_reuse_recomputed_activation]: 1.86e-06 [rewriter_after_opt_a]: 1.589e-05 [convert_after_rewriter]: 1.55001e-06 [order_py_execute_after_rewriter]: 1.39e-06 [mutable_eliminate]: 0.00071163 [opt_b]: 0.00015719, [1] [Cycle 1]: 0.00014912, [7] [b_1]: 7.923e-05 [b_2]: 5.97999e-06 [updatestate_depend_eliminate]: 7.15003e-06 [updatestate_assign_eliminate]: 1.96003e-06 [updatestate_loads_eliminate]: 1.69e-06 [renormalize]: 8.2e-07 [cse]: 1.965e-05 [optimize_parallel_all_gather_comm]: 1.656e-05 [overlap_param_gather]: 1.94999e-06 [cconv]: 3.167e-05 [loop_unroll]: 0.00046159 [opt_after_cconv]: 8.614e-05, [1] [Cycle 1]: 8.025e-05, [7] [c_1]: 1.963e-05 [parameter_eliminate]: 3.84002e-06 [updatestate_depend_eliminate]: 4.94998e-06 [updatestate_assign_eliminate]: 1.69998e-06 [updatestate_loads_eliminate]: 1.43002e-06 [cse]: 1.571e-05 [renormalize]: 4.69998e-07 [remove_dup_value]: 1.315e-05 [tuple_transform]: 5.875e-05, [1] [Cycle 1]: 5.461e-05, [4] [d_1]: 2.993e-05 [none_parameter_eliminate]: 1.74e-06 [renormalize]: 2.00002e-07 [switch_simplify]: 4.91002e-06 [partial_unused_args_eliminate]: 2.07999e-06 [add_recomputation]: 4.031e-05 [cse_after_recomputation]: 1.813e-05, [1] [Cycle 1]: 1.347e-05, [1] [cse]: 7.3e-06 [environ_conv]: 4.85001e-06 [swap_dp_allreduce_reducescatter]: 4.23001e-06 [bias_add_comm_swap]: 3.49001e-06 [label_micro_interleaved_index]: 4.4e-06 [label_fine_grained_interleaved_index]: 2.53e-06 [merge_cast_opt]: 2.05002e-06 [slice_recompute_activation]: 2.49001e-06 [micro_interleaved_order_control]: 3.04001e-06 [assign_add_opt]: 1.32999e-06 [ForceFp32Comm]: 9.49978e-07 [remove_cast_before_assign_add]: 1.10999e-06 [full_micro_interleaved_order_control]: 2.22999e-06 [reorder_send_recv_between_fp_bp]: 2.73e-06 [comm_op_add_attrs]: 1.25999e-06 [add_comm_op_reuse_tag]: 1.14998e-06 [interleave_split_concat_branches]: 1.37e-06 [interleave_parallel_branches]: 1.12e-06 [overlap_opt_shard_in_pipeline]: 1.25999e-06 [overlap_opt_shard_grad_in_pipeline]: 2.16998e-06 [control_data_broadcast_order]: 1.121e-05 [grouped_pairwise_exchange_alltoall]: 1.45999e-06 [offloading_packed_experts]: 3.15998e-06 [overlap_recompute_and_grad_model_parallel]: 3.43e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.27e-06 [overlap_recompute_allgather_and_fa_grad]: 1.39998e-06 [overlap_recompute_comm]: 2.59001e-06 [overlap_grad_ring_attention]: 3.23998e-06 [overlap_grad_flash_sp]: 1.89e-05 [begin_end_overlap_inline]: 8.09989e-07 [split_matmul_comm_elemetwise]: 2.22999e-06 [split_layernorm_comm]: 1.79e-06 [handle_group_info]: 9.00007e-07 [symbol_engine_optimizer]: 6.749e-05, [1] [Cycle 1]: 6.29e-05, [6] [build]: 4.15e-06 [elim_shapecalc]: 8.99e-06 [elim_not_effective]: 9.70002e-06 [opt_reshape]: 4.70001e-06 [fold_const_symbol]: 7.08e-06 [renormalize]: 2.3999e-07 [detach_backward]: 2.26998e-06 [pipeline_parallel_scheduler]: 1.76998e-06 [auto_monad_reorder]: 1.611e-05 [get_jit_bprop_graph]: 2.24999e-06 [rewriter_after_jit_bprop_graph]: 5.41002e-06 [opt_after_jit_grad]: 0.00047384 [validate]: 4.252e-05 Sums bootstrap : 0.000744s : 0.45% type_inference : 0.157915s : 96.42% event_method : 0.000024s : 0.01% auto_monad : 0.000088s : 0.05% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000026s : 0.02% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000003s : 0.00% pre_auto_parallel : 0.000048s : 0.03% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000008s : 0.00% optimize.rewriter_before_opt_a : 0.000206s : 0.13% optimize.opt_a.expand_dump_flag : 0.000005s : 0.00% optimize.opt_a.switch_simplify : 0.000098s : 0.06% optimize.opt_a.loop_unroll : 0.000036s : 0.02% optimize.opt_a.a_1 : 0.000717s : 0.44% optimize.opt_a.with_stream_mark : 0.000037s : 0.02% optimize.opt_a.recompute_prepare : 0.000014s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000117s : 0.07% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.01% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.01% optimize.opt_a.merge_send_recv : 0.000014s : 0.01% optimize.opt_a.auto_parallel : 0.000013s : 0.01% optimize.opt_a.parallel : 0.000033s : 0.02% optimize.opt_a.flash_sp : 0.000013s : 0.01% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.01% optimize.opt_a.virtual_dataset : 0.000009s : 0.01% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.01% optimize.opt_a.virtual_output : 0.000008s : 0.01% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000016s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000023s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000018s : 0.01% optimize.opt_a.a_after_grad : 0.000013s : 0.01% optimize.opt_a.renormalize : 0.001042s : 0.64% optimize.opt_a.add_forward_monad_depend : 0.000009s : 0.01% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000021s : 0.01% optimize.opt_a.cse : 0.000046s : 0.03% optimize.opt_a.a_3 : 0.000064s : 0.04% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000016s : 0.01% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000712s : 0.43% optimize.opt_b.b_1 : 0.000079s : 0.05% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000020s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000017s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000032s : 0.02% optimize.loop_unroll : 0.000462s : 0.28% optimize.opt_after_cconv.c_1 : 0.000020s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000016s : 0.01% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000013s : 0.01% optimize.tuple_transform.d_1 : 0.000030s : 0.02% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000040s : 0.02% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.01% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000003s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000004s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.01% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.01% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000474s : 0.29% validate : 0.000043s : 0.03% Time group info: ------[substitution.] 0.000195 19 0.72% : 0.000001s : 1: substitution.elim_not_effective 0.67% : 0.000001s : 1: substitution.fold_const_symbol 2.27% : 0.000004s : 2: substitution.graph_param_transform 79.07% : 0.000154s : 6: substitution.inline 2.08% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.23% : 0.000004s : 2: substitution.remove_not_recompute_node 2.01% : 0.000004s : 2: substitution.replace_old_param 4.32% : 0.000008s : 1: substitution.switch_simplify 6.64% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.157826 2 98.89% : 0.156067s : 1: type_inference.infer 1.11% : 0.001759s : 1: type_inference.specialize ------[replace.] 0.000084 9 54.32% : 0.000046s : 6: replace.inline 27.89% : 0.000024s : 1: replace.switch_simplify 17.79% : 0.000015s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000170 9 88.60% : 0.000151s : 6: match.inline 4.48% : 0.000008s : 1: match.switch_simplify 6.92% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000159 912 0.95% : 0.000002s : 11: predicate.accumulaten_eliminater 0.73% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.36% : 0.000001s : 4: predicate.addn_check_dump 1.10% : 0.000002s : 11: predicate.addn_zero_filter 0.95% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 1.99% : 0.000003s : 15: predicate.arithmetic_simplify 0.99% : 0.000002s : 11: predicate.cast_eliminate 0.50% : 0.000001s : 4: predicate.check_bprop_eliminate 0.35% : 0.000001s : 4: predicate.compare_switch_simplify 0.13% : 0.000000s : 2: predicate.const_output_eliminate 0.40% : 0.000001s : 4: predicate.depend_value_elim 1.02% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.22% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.08% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.95% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.26% : 0.000000s : 2: predicate.elim_not_effective 0.33% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.15% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.03% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.14% : 0.000002s : 13: predicate.environ_get_depend_swap 1.56% : 0.000002s : 17: predicate.environ_get_eliminate 1.04% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.79% : 0.000003s : 19: predicate.exchange_switch_depend_value 3.12% : 0.000005s : 19: predicate.float_depend_g_call 0.40% : 0.000001s : 4: predicate.float_environ_get_switch 0.46% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.13% : 0.000000s : 2: predicate.fold_const_symbol 0.69% : 0.000001s : 4: predicate.get_grad_eliminate 0.16% : 0.000000s : 2: predicate.graph_param_transform 0.38% : 0.000001s : 4: predicate.incorporate_call 0.31% : 0.000000s : 4: predicate.incorporate_call_switch 6.71% : 0.000011s : 42: predicate.inline 0.66% : 0.000001s : 4: predicate.inline_without_move 0.25% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.72% : 0.000001s : 4: predicate.less_batch_normalization 2.11% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.42% : 0.000004s : 28: predicate.load_eliminater 1.34% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.08% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.72% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.40% : 0.000001s : 4: predicate.merge_addn 0.55% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.42% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.87% : 0.000001s : 11: predicate.minmaximum_grad 1.93% : 0.000003s : 2: predicate.mutable_eliminate 0.23% : 0.000000s : 2: predicate.opt_reshape 0.35% : 0.000001s : 2: predicate.parallel_virtual_node 2.20% : 0.000004s : 19: predicate.partial_defer_inline 1.39% : 0.000002s : 15: predicate.partial_eliminate 0.94% : 0.000001s : 11: predicate.print_const_string_wrapper 0.38% : 0.000001s : 4: predicate.reduce_all_const_elim 1.39% : 0.000002s : 11: predicate.reduce_eliminate 2.37% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.79% : 0.000001s : 4: predicate.remove_not_recompute_node 1.25% : 0.000002s : 17: predicate.replace_applicator 0.41% : 0.000001s : 4: predicate.replace_old_param 0.21% : 0.000000s : 2: predicate.reset_defer_inline 1.07% : 0.000002s : 11: predicate.reshape_eliminate 0.48% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.33% : 0.000001s : 2: predicate.row_tensor_eliminate 0.73% : 0.000001s : 4: predicate.same_eliminate 0.28% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.54% : 0.000001s : 4: predicate.shard_identity_eliminate 0.49% : 0.000001s : 4: predicate.special_op_eliminate 0.63% : 0.000001s : 4: predicate.specialize_transform 0.96% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.50% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.31% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.92% : 0.000003s : 19: predicate.switch_defer_inline 2.16% : 0.000003s : 23: predicate.switch_layer_defer_inline 6.29% : 0.000010s : 62: predicate.switch_simplify 1.20% : 0.000002s : 11: predicate.tile_eliminate 1.01% : 0.000002s : 11: predicate.transpose_eliminate 1.56% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.36% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.27% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.16% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.38% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.10% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.61% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.22% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.91% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.24% : 0.000000s : 2: predicate.value_based_eliminate 0.47% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.51% : 0.000001s : 4: predicate.virtual_output_eliminate 0.23% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.37% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001036 14 53.41% : 0.000553s : 6: func_graph_cloner_run.FuncGraphClonerGraph 46.59% : 0.000483s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.181332 192 0.00% : 0.000004s : 1: ForceFp32Comm 2.53% : 0.004579s : 1: add_attr 2.52% : 0.004562s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.02% : 0.000044s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.05% : 0.000095s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.43% : 0.000780s : 1: bootstrap 0.02% : 0.000035s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.01% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000021s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.02% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.01% : 0.000025s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.26% : 0.000470s : 1: loop_unroll 0.00% : 0.000006s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.40% : 0.000722s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.01% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000017s : 1: opt.transform.mutable_eliminate 0.60% : 0.001082s : 78: opt.transform.opt_a 0.01% : 0.000018s : 1: opt.transform.opt_after_cconv 0.01% : 0.000020s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000057s : 28: opt.transform.opt_b 0.02% : 0.000033s : 2: opt.transform.opt_trans_graph 0.01% : 0.000027s : 4: opt.transform.symbol_engine_opt 1.65% : 0.002985s : 1: opt_a 0.05% : 0.000090s : 1: opt_after_cconv 0.27% : 0.000484s : 1: opt_after_jit_grad 0.09% : 0.000161s : 1: opt_b 2.89% : 0.005241s : 1: optimize 0.01% : 0.000020s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.03% : 0.000052s : 1: pre_auto_parallel 0.01% : 0.000011s : 1: py_interpret_to_execute 0.01% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000016s : 1: remove_dup_value 0.31% : 0.000571s : 1: renormalize.infer 0.25% : 0.000460s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000019s : 1: rewriter_after_opt_a 0.12% : 0.000212s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.04% : 0.000070s : 1: symbol_engine_optimizer 0.03% : 0.000062s : 1: tuple_transform 87.10% : 0.157942s : 1: type_inference TotalTime = 0.706186, [21] [bootstrap]: 0.00044914 [type_inference]: 0.538496 [event_method]: 0.00026507 [auto_monad]: 0.00024795 [graph_reusing]: 1.118e-05 [inline]: 3.65e-06 [add_attr]: 0.0173543, [1] [add_attr_with_inline]: 0.0173384, [1] [Cycle 1]: 0.00013458, [2] [tag_attr]: 7.558e-05 [meta_addattr_fg_expand]: 1.109e-05 [parallel-infer-symbol]: 4e-06 [pre_auto_parallel]: 7.031e-05 [insert-virtual-dataset]: 2.81e-06 [parallel-infer-symbol-second]: 1.49e-06 [dataset_repeat_opt]: 2.10002e-06 [pipeline_split]: 1.91e-06 [optimize]: 0.148429, [53] [py_interpret_to_execute]: 9.49e-06 [rewriter_before_opt_a]: 0.138889 [opt_a]: 0.00717467, [2] [Cycle 1]: 0.00652058, [45] [expand_dump_flag]: 1.214e-05 [switch_simplify]: 0.000275 [loop_unroll]: 6.445e-05 [a_1]: 0.00151058 [with_stream_mark]: 3.827e-05 [recompute_prepare]: 2.406e-05 [updatestate_depend_eliminate]: 9.96e-06 [updatestate_assign_eliminate]: 6.60997e-06 [updatestate_loads_eliminate]: 5.83002e-06 [parameter_eliminate]: 3.53e-06 [a_2]: 0.00018613 [accelerated_algorithm]: 1.446e-05 [shard]: 2.14999e-06 [meta_shard_fg_expand]: 6.24001e-06 [shard_inline]: 1.206e-05 [merge_send_recv]: 1.769e-05 [auto_parallel]: 1.524e-05 [parallel]: 2.172e-05 [flash_sp]: 1.245e-05 [merge_comm]: 8.75999e-06 [allreduce_fusion]: 6.61999e-06 [matmul_add_comm_reduction]: 3.213e-05 [allreduce_slice_to_reducescatter]: 1.15999e-06 [virtual_shard_identity]: 1.626e-05 [virtual_dataset]: 1.316e-05 [get_grad_eliminate_]: 1.182e-05 [virtual_output]: 1.199e-05 [merge_forward]: 8.45001e-06 [cell_reuse_recompute_pass]: 1.79e-06 [offload_activation]: 1.602e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.466e-05 [merge_recompute_call_nodes]: 1.59998e-06 [before_grad]: 2.303e-05 [set_forward_comm_id_for_comm_node_pass]: 8.13001e-06 [meta_fg_expand]: 0.00141111 [flash_sp_send_recv_attached]: 6.34001e-06 [receive_attached]: 2.53e-06 [after_resolve]: 4.93e-05 [a_after_grad]: 5.081e-05 [renormalize]: 0.00212205 [add_forward_monad_depend]: 9.19998e-06 [auto_monad_grad]: 2.71e-06 [auto_monad_eliminator]: 1.959e-05 [cse]: 3.279e-05 [a_3]: 4.636e-05 [Cycle 2]: 0.00063192, [45] [expand_dump_flag]: 3.2e-06 [switch_simplify]: 6.94001e-06 [loop_unroll]: 3.95e-06 [a_1]: 5.119e-05 [with_stream_mark]: 1.496e-05 [recompute_prepare]: 4e-06 [updatestate_depend_eliminate]: 2.78e-06 [updatestate_assign_eliminate]: 2.56e-06 [updatestate_loads_eliminate]: 2.83998e-06 [parameter_eliminate]: 1.89e-06 [a_2]: 3.855e-05 [accelerated_algorithm]: 3.88999e-06 [shard]: 2.34001e-06 [meta_shard_fg_expand]: 1.90001e-06 [shard_inline]: 3.31999e-06 [merge_send_recv]: 8.62e-06 [auto_parallel]: 8.05e-06 [parallel]: 8.29002e-06 [flash_sp]: 3.73999e-06 [merge_comm]: 2.39001e-06 [allreduce_fusion]: 2.39001e-06 [matmul_add_comm_reduction]: 7.75e-06 [allreduce_slice_to_reducescatter]: 9.39996e-07 [virtual_shard_identity]: 4.97e-06 [virtual_dataset]: 3.61999e-06 [get_grad_eliminate_]: 3.41001e-06 [virtual_output]: 3.69002e-06 [merge_forward]: 3.61001e-06 [cell_reuse_recompute_pass]: 2.66e-06 [offload_activation]: 8.82e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.421e-05 [merge_recompute_call_nodes]: 1.76998e-06 [before_grad]: 6.97002e-06 [set_forward_comm_id_for_comm_node_pass]: 2.66e-06 [meta_fg_expand]: 0.00013122 [flash_sp_send_recv_attached]: 1.99e-06 [receive_attached]: 2.46e-06 [after_resolve]: 6.33998e-06 [a_after_grad]: 4.93001e-06 [renormalize]: 5.00004e-08 [add_forward_monad_depend]: 1.91e-06 [auto_monad_grad]: 1.74998e-06 [auto_monad_eliminator]: 6.94999e-06 [cse]: 1.599e-05 [a_3]: 2.213e-05 [py_interpret_to_execute_after_opt_a]: 1.029e-05 [slice_cell_reuse_recomputed_activation]: 2.16e-06 [rewriter_after_opt_a]: 2.091e-05 [convert_after_rewriter]: 1.91e-06 [order_py_execute_after_rewriter]: 1.44998e-06 [mutable_eliminate]: 0.00078385 [opt_b]: 0.00016665, [1] [Cycle 1]: 0.0001584, [7] [b_1]: 7.718e-05 [b_2]: 6.07999e-06 [updatestate_depend_eliminate]: 9.77001e-06 [updatestate_assign_eliminate]: 1.96e-06 [updatestate_loads_eliminate]: 2.44001e-06 [renormalize]: 1.53002e-06 [cse]: 2.429e-05 [optimize_parallel_all_gather_comm]: 2.004e-05 [overlap_param_gather]: 1.96e-06 [cconv]: 3.902e-05 [loop_unroll]: 0.00050971 [opt_after_cconv]: 0.00017089, [1] [Cycle 1]: 8.127e-05, [7] [c_1]: 1.653e-05 [parameter_eliminate]: 4.70999e-06 [updatestate_depend_eliminate]: 5.05999e-06 [updatestate_assign_eliminate]: 1.86e-06 [updatestate_loads_eliminate]: 1.60999e-06 [cse]: 1.88e-05 [renormalize]: 5.50004e-07 [remove_dup_value]: 1.599e-05 [tuple_transform]: 6.397e-05, [1] [Cycle 1]: 5.864e-05, [4] [d_1]: 3.018e-05 [none_parameter_eliminate]: 2.46e-06 [renormalize]: 2.69996e-07 [switch_simplify]: 4.92e-06 [partial_unused_args_eliminate]: 1.75001e-06 [add_recomputation]: 7.206e-05 [cse_after_recomputation]: 2.444e-05, [1] [Cycle 1]: 1.947e-05, [1] [cse]: 1.256e-05 [environ_conv]: 5.56e-06 [swap_dp_allreduce_reducescatter]: 4.62998e-06 [bias_add_comm_swap]: 3.12002e-06 [label_micro_interleaved_index]: 5.45001e-06 [label_fine_grained_interleaved_index]: 2.84001e-06 [merge_cast_opt]: 1.60999e-06 [slice_recompute_activation]: 2.06e-06 [micro_interleaved_order_control]: 2.74001e-06 [assign_add_opt]: 1.14e-06 [ForceFp32Comm]: 1.10001e-06 [remove_cast_before_assign_add]: 1.22e-06 [full_micro_interleaved_order_control]: 2.36e-06 [reorder_send_recv_between_fp_bp]: 2.64001e-06 [comm_op_add_attrs]: 1.19998e-06 [add_comm_op_reuse_tag]: 9.50007e-07 [interleave_split_concat_branches]: 1.07998e-06 [interleave_parallel_branches]: 1.39003e-06 [overlap_opt_shard_in_pipeline]: 1.15001e-06 [overlap_opt_shard_grad_in_pipeline]: 2.05002e-06 [control_data_broadcast_order]: 1.156e-05 [grouped_pairwise_exchange_alltoall]: 1.77001e-06 [offloading_packed_experts]: 3.04999e-06 [overlap_recompute_and_grad_model_parallel]: 3.93001e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.11002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.35999e-06 [overlap_recompute_comm]: 2.08002e-06 [overlap_grad_ring_attention]: 3.95e-06 [overlap_grad_flash_sp]: 2.031e-05 [begin_end_overlap_inline]: 4.69998e-07 [split_matmul_comm_elemetwise]: 2.43998e-06 [split_layernorm_comm]: 1.60999e-06 [handle_group_info]: 1.00001e-06 [symbol_engine_optimizer]: 6.898e-05, [1] [Cycle 1]: 6.402e-05, [6] [build]: 2.94001e-06 [elim_shapecalc]: 8.30999e-06 [elim_not_effective]: 1.153e-05 [opt_reshape]: 5.40999e-06 [fold_const_symbol]: 6.81999e-06 [renormalize]: 1.70025e-07 [detach_backward]: 2.41e-06 [pipeline_parallel_scheduler]: 1.57999e-06 [auto_monad_reorder]: 1.582e-05 [get_jit_bprop_graph]: 2.66e-06 [rewriter_after_jit_bprop_graph]: 6.34001e-06 [opt_after_jit_grad]: 0.00057269 [validate]: 4.311e-05 Sums bootstrap : 0.000449s : 0.07% type_inference : 0.538496s : 78.31% event_method : 0.000265s : 0.04% auto_monad : 0.000248s : 0.04% graph_reusing : 0.000011s : 0.00% inline : 0.000004s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000076s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000011s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000070s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000009s : 0.00% optimize.rewriter_before_opt_a : 0.138889s : 20.20% optimize.opt_a.expand_dump_flag : 0.000015s : 0.00% optimize.opt_a.switch_simplify : 0.000282s : 0.04% optimize.opt_a.loop_unroll : 0.000068s : 0.01% optimize.opt_a.a_1 : 0.001562s : 0.23% optimize.opt_a.with_stream_mark : 0.000053s : 0.01% optimize.opt_a.recompute_prepare : 0.000028s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000013s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000009s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000225s : 0.03% optimize.opt_a.accelerated_algorithm : 0.000018s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000008s : 0.00% optimize.opt_a.shard_inline : 0.000015s : 0.00% optimize.opt_a.merge_send_recv : 0.000026s : 0.00% optimize.opt_a.auto_parallel : 0.000023s : 0.00% optimize.opt_a.parallel : 0.000030s : 0.00% optimize.opt_a.flash_sp : 0.000016s : 0.00% optimize.opt_a.merge_comm : 0.000011s : 0.00% optimize.opt_a.allreduce_fusion : 0.000009s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000040s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000021s : 0.00% optimize.opt_a.virtual_dataset : 0.000017s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000015s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000012s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000025s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000039s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000030s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000011s : 0.00% optimize.opt_a.meta_fg_expand : 0.001542s : 0.22% optimize.opt_a.flash_sp_send_recv_attached : 0.000008s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000056s : 0.01% optimize.opt_a.a_after_grad : 0.000056s : 0.01% optimize.opt_a.renormalize : 0.002122s : 0.31% optimize.opt_a.add_forward_monad_depend : 0.000011s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000027s : 0.00% optimize.opt_a.cse : 0.000049s : 0.01% optimize.opt_a.a_3 : 0.000068s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000010s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000021s : 0.00% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000784s : 0.11% optimize.opt_b.b_1 : 0.000077s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000010s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000002s : 0.00% optimize.opt_b.cse : 0.000024s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000020s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000039s : 0.01% optimize.loop_unroll : 0.000510s : 0.07% optimize.opt_after_cconv.c_1 : 0.000017s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000019s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000016s : 0.00% optimize.tuple_transform.d_1 : 0.000030s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000072s : 0.01% optimize.cse_after_recomputation.cse : 0.000013s : 0.00% optimize.environ_conv : 0.000006s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000573s : 0.08% validate : 0.000043s : 0.01% Time group info: ------[substitution.] 0.000528 84 0.33% : 0.000002s : 1: substitution.elim_not_effective 1.23% : 0.000007s : 9: substitution.float_depend_g_call 0.83% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.20% : 0.000001s : 1: substitution.fold_const_symbol 0.78% : 0.000004s : 1: substitution.graph_param_transform 0.56% : 0.000003s : 2: substitution.incorporate_call 0.44% : 0.000002s : 2: substitution.incorporate_call_switch 69.80% : 0.000369s : 15: substitution.inline 3.74% : 0.000020s : 1: substitution.inline_without_move 1.33% : 0.000007s : 8: substitution.j_node_and_user_rematch 0.79% : 0.000004s : 2: substitution.minmaximum_grad 1.23% : 0.000006s : 9: substitution.partial_eliminate 1.64% : 0.000009s : 8: substitution.remove_not_recompute_node 0.54% : 0.000003s : 1: substitution.replace_applicator 0.86% : 0.000005s : 3: substitution.replace_old_param 0.69% : 0.000004s : 1: substitution.set_cell_output_no_recompute 4.15% : 0.000022s : 4: substitution.switch_simplify 1.49% : 0.000008s : 2: substitution.tuple_list_convert_item_index_to_positive 0.59% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 1.04% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 6.82% : 0.000036s : 6: substitution.tuple_list_get_item_eliminator 0.91% : 0.000005s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.538361 2 99.25% : 0.534349s : 1: type_inference.infer 0.75% : 0.004012s : 1: type_inference.specialize ------[replace.] 0.000227 21 51.79% : 0.000118s : 15: replace.inline 41.28% : 0.000094s : 4: replace.switch_simplify 6.92% : 0.000016s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000404 21 89.38% : 0.000361s : 15: match.inline 4.56% : 0.000018s : 4: match.switch_simplify 6.06% : 0.000024s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000325 1805 1.16% : 0.000004s : 24: predicate.accumulaten_eliminater 0.36% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 0.47% : 0.000002s : 11: predicate.addn_check_dump 1.08% : 0.000004s : 24: predicate.addn_zero_filter 0.92% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 3.60% : 0.000012s : 35: predicate.arithmetic_simplify 1.22% : 0.000004s : 24: predicate.cast_eliminate 0.28% : 0.000001s : 2: predicate.check_bprop_eliminate 0.49% : 0.000002s : 11: predicate.compare_switch_simplify 0.03% : 0.000000s : 1: predicate.const_output_eliminate 0.65% : 0.000002s : 11: predicate.depend_value_elim 1.08% : 0.000004s : 24: predicate.dict_get_item_const_eliminator 1.14% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.05% : 0.000003s : 24: predicate.dict_set_item_eliminator 0.44% : 0.000001s : 2: predicate.dumpgradient_eliminate 0.21% : 0.000001s : 1: predicate.elim_not_effective 0.12% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.12% : 0.000004s : 25: predicate.environ_add_const_eliminate 0.97% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.05% : 0.000003s : 25: predicate.environ_get_depend_swap 1.50% : 0.000005s : 36: predicate.environ_get_eliminate 1.04% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.75% : 0.000006s : 41: predicate.exchange_switch_depend_value 2.94% : 0.000010s : 41: predicate.float_depend_g_call 0.48% : 0.000002s : 11: predicate.float_environ_get_switch 0.55% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.60% : 0.000002s : 11: predicate.get_grad_eliminate 0.22% : 0.000001s : 1: predicate.graph_param_transform 0.51% : 0.000002s : 11: predicate.incorporate_call 0.42% : 0.000001s : 11: predicate.incorporate_call_switch 5.93% : 0.000019s : 89: predicate.inline 1.11% : 0.000004s : 16: predicate.inline_without_move 0.26% : 0.000001s : 11: predicate.j_node_and_user_rematch 0.78% : 0.000003s : 11: predicate.less_batch_normalization 1.53% : 0.000005s : 28: predicate.list_to_tuple_eliminator_ 2.18% : 0.000007s : 52: predicate.load_eliminater 0.57% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.26% : 0.000011s : 75: predicate.loop_unroll_before_grad 1.23% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.49% : 0.000002s : 11: predicate.merge_addn 0.32% : 0.000001s : 2: predicate.micro_step_allgather_replace 0.15% : 0.000000s : 2: predicate.mini_step_allgather_replace 0.97% : 0.000003s : 24: predicate.minmaximum_grad 0.90% : 0.000003s : 1: predicate.mutable_eliminate 0.14% : 0.000000s : 1: predicate.opt_reshape 0.20% : 0.000001s : 1: predicate.parallel_virtual_node 2.69% : 0.000009s : 41: predicate.partial_defer_inline 1.24% : 0.000004s : 27: predicate.partial_eliminate 0.97% : 0.000003s : 24: predicate.print_const_string_wrapper 0.56% : 0.000002s : 11: predicate.reduce_all_const_elim 1.26% : 0.000004s : 24: predicate.reduce_eliminate 2.16% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.35% : 0.000001s : 11: predicate.remove_not_recompute_node 0.96% : 0.000003s : 28: predicate.replace_applicator 0.75% : 0.000002s : 16: predicate.replace_old_param 0.31% : 0.000001s : 1: predicate.reset_defer_inline 1.18% : 0.000004s : 24: predicate.reshape_eliminate 0.22% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.14% : 0.000000s : 1: predicate.row_tensor_eliminate 0.30% : 0.000001s : 2: predicate.same_eliminate 0.37% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.76% : 0.000002s : 11: predicate.shard_identity_eliminate 0.18% : 0.000001s : 2: predicate.special_op_eliminate 0.54% : 0.000002s : 11: predicate.specialize_transform 0.49% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.02% : 0.000003s : 16: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.04% : 0.000007s : 41: predicate.switch_defer_inline 2.07% : 0.000007s : 43: predicate.switch_layer_defer_inline 12.36% : 0.000040s : 136: predicate.switch_simplify 1.01% : 0.000003s : 24: predicate.tile_eliminate 1.08% : 0.000004s : 24: predicate.transpose_eliminate 1.36% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.51% : 0.000005s : 26: predicate.tuple_list_get_item_const_eliminator 1.20% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 2.73% : 0.000009s : 39: predicate.tuple_list_get_item_eliminator 1.19% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 1.95% : 0.000006s : 37: predicate.tuple_list_set_item_eliminator 1.34% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.03% : 0.000007s : 52: predicate.updatestate_pure_node_eliminater 2.64% : 0.000009s : 63: predicate.updatestate_useless_node_eliminater 0.14% : 0.000000s : 1: predicate.value_based_eliminate 0.56% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.60% : 0.000002s : 11: predicate.virtual_output_eliminate 0.06% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.13% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002329 29 57.74% : 0.001345s : 11: func_graph_cloner_run.FuncGraphClonerGraph 42.26% : 0.000984s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.876511 192 0.00% : 0.000004s : 1: ForceFp32Comm 1.98% : 0.017362s : 1: add_attr 1.98% : 0.017344s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000077s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000264s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000007s : 1: bias_add_comm_swap 0.05% : 0.000479s : 1: bootstrap 0.00% : 0.000042s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000005s : 1: convert_after_rewriter 0.00% : 0.000028s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000009s : 1: environ_conv 0.03% : 0.000279s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000007s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.06% : 0.000520s : 1: loop_unroll 0.00% : 0.000005s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.09% : 0.000797s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000019s : 1: opt.transform.mutable_eliminate 0.27% : 0.002410s : 78: opt.transform.opt_a 0.00% : 0.000015s : 1: opt.transform.opt_after_cconv 0.00% : 0.000019s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000053s : 28: opt.transform.opt_b 0.00% : 0.000032s : 2: opt.transform.opt_trans_graph 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 0.82% : 0.007180s : 1: opt_a 0.02% : 0.000175s : 1: opt_after_cconv 0.07% : 0.000584s : 1: opt_after_jit_grad 0.02% : 0.000170s : 1: opt_b 16.93% : 0.148435s : 1: optimize 0.00% : 0.000024s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000005s : 1: order_py_execute_after_rewriter 0.00% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000074s : 1: pre_auto_parallel 0.00% : 0.000013s : 1: py_interpret_to_execute 0.00% : 0.000013s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000020s : 1: remove_dup_value 0.13% : 0.001100s : 1: renormalize.infer 0.12% : 0.001009s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000024s : 1: rewriter_after_opt_a 15.85% : 0.138922s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000004s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000072s : 1: symbol_engine_optimizer 0.01% : 0.000067s : 1: tuple_transform 61.44% : 0.538528s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape0-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape0-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape1-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape1-pynative],max_mem:2.0M TotalTime = 0.36794, [21] [bootstrap]: 0.161993 [type_inference]: 0.195277 [event_method]: 2.639e-05 [auto_monad]: 9.127e-05 [graph_reusing]: 1.26e-05 [inline]: 2.81e-06 [add_attr]: 0.00456276, [1] [add_attr_with_inline]: 0.00454833, [1] [Cycle 1]: 7.848e-05, [2] [tag_attr]: 2.68e-05 [meta_addattr_fg_expand]: 6.34999e-06 [parallel-infer-symbol]: 4.01001e-06 [pre_auto_parallel]: 4.613e-05 [insert-virtual-dataset]: 2.98e-06 [parallel-infer-symbol-second]: 6.80011e-07 [dataset_repeat_opt]: 1.73002e-06 [pipeline_split]: 1.67001e-06 [optimize]: 0.00511457, [53] [py_interpret_to_execute]: 6.71e-06 [rewriter_before_opt_a]: 0.00020887 [opt_a]: 0.00284904, [2] [Cycle 1]: 0.0023195, [45] [expand_dump_flag]: 3.25e-06 [switch_simplify]: 9.184e-05 [loop_unroll]: 3.108e-05 [a_1]: 0.00062107 [with_stream_mark]: 2.175e-05 [recompute_prepare]: 6.97002e-06 [updatestate_depend_eliminate]: 3.56001e-06 [updatestate_assign_eliminate]: 2.32999e-06 [updatestate_loads_eliminate]: 2.34001e-06 [parameter_eliminate]: 2.02001e-06 [a_2]: 5.239e-05 [accelerated_algorithm]: 5.05999e-06 [shard]: 1.83002e-06 [meta_shard_fg_expand]: 1.60001e-06 [shard_inline]: 4.55001e-06 [merge_send_recv]: 9.15999e-06 [auto_parallel]: 6.55002e-06 [parallel]: 2.403e-05 [flash_sp]: 8.45999e-06 [merge_comm]: 2.88e-06 [allreduce_fusion]: 2.35002e-06 [matmul_add_comm_reduction]: 8.95999e-06 [allreduce_slice_to_reducescatter]: 8.89995e-07 [virtual_shard_identity]: 6.56e-06 [virtual_dataset]: 4.95999e-06 [get_grad_eliminate_]: 4.23001e-06 [virtual_output]: 4.70001e-06 [merge_forward]: 3.16999e-06 [cell_reuse_recompute_pass]: 1.27e-06 [offload_activation]: 9.08002e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.34998e-06 [merge_recompute_call_nodes]: 1.82999e-06 [before_grad]: 8.25e-06 [set_forward_comm_id_for_comm_node_pass]: 2.61e-06 [meta_fg_expand]: 2.07999e-06 [flash_sp_send_recv_attached]: 2.42001e-06 [receive_attached]: 2.59999e-06 [after_resolve]: 8.76002e-06 [a_after_grad]: 6.39999e-06 [renormalize]: 0.00098884 [add_forward_monad_depend]: 7.28e-06 [auto_monad_grad]: 2.69999e-06 [auto_monad_eliminator]: 1.513e-05 [cse]: 2.678e-05 [a_3]: 3.826e-05 [Cycle 2]: 0.00051833, [45] [expand_dump_flag]: 1.92001e-06 [switch_simplify]: 7.26001e-06 [loop_unroll]: 4.22e-06 [a_1]: 6.584e-05 [with_stream_mark]: 1.283e-05 [recompute_prepare]: 4.46002e-06 [updatestate_depend_eliminate]: 2.96001e-06 [updatestate_assign_eliminate]: 2.15002e-06 [updatestate_loads_eliminate]: 2.42001e-06 [parameter_eliminate]: 1.37999e-06 [a_2]: 4.304e-05 [accelerated_algorithm]: 4.1e-06 [shard]: 1.52001e-06 [meta_shard_fg_expand]: 1.07998e-06 [shard_inline]: 3.93001e-06 [merge_send_recv]: 4.58001e-06 [auto_parallel]: 5.74999e-06 [parallel]: 6.09999e-06 [flash_sp]: 3.25e-06 [merge_comm]: 2.23002e-06 [allreduce_fusion]: 2.58e-06 [matmul_add_comm_reduction]: 5.98998e-06 [allreduce_slice_to_reducescatter]: 8.89995e-07 [virtual_shard_identity]: 4.48001e-06 [virtual_dataset]: 3.81999e-06 [get_grad_eliminate_]: 7.13e-06 [virtual_output]: 4.01001e-06 [merge_forward]: 2.24001e-06 [cell_reuse_recompute_pass]: 1.97999e-06 [offload_activation]: 6.54999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.144e-05 [merge_recompute_call_nodes]: 8.99978e-07 [before_grad]: 6.86999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.45002e-06 [meta_fg_expand]: 1.93002e-06 [flash_sp_send_recv_attached]: 1.64998e-06 [receive_attached]: 1.99999e-06 [after_resolve]: 8e-06 [a_after_grad]: 5.67001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.69998e-06 [auto_monad_grad]: 1.66e-06 [auto_monad_eliminator]: 6.12999e-06 [cse]: 1.218e-05 [a_3]: 2.302e-05 [py_interpret_to_execute_after_opt_a]: 5.92999e-06 [slice_cell_reuse_recomputed_activation]: 2.26998e-06 [rewriter_after_opt_a]: 1.688e-05 [convert_after_rewriter]: 1.25001e-06 [order_py_execute_after_rewriter]: 1.07998e-06 [mutable_eliminate]: 0.00071201 [opt_b]: 0.00015624, [1] [Cycle 1]: 0.00014891, [7] [b_1]: 8.163e-05 [b_2]: 5.98002e-06 [updatestate_depend_eliminate]: 6.47001e-06 [updatestate_assign_eliminate]: 1.82001e-06 [updatestate_loads_eliminate]: 1.55999e-06 [renormalize]: 6.89994e-07 [cse]: 1.66e-05 [optimize_parallel_all_gather_comm]: 1.601e-05 [overlap_param_gather]: 1.92001e-06 [cconv]: 4.817e-05 [loop_unroll]: 0.00047136 [opt_after_cconv]: 8.742e-05, [1] [Cycle 1]: 8.082e-05, [7] [c_1]: 1.929e-05 [parameter_eliminate]: 4.85001e-06 [updatestate_depend_eliminate]: 5.18002e-06 [updatestate_assign_eliminate]: 1.59e-06 [updatestate_loads_eliminate]: 1.52999e-06 [cse]: 1.53e-05 [renormalize]: 8.2e-07 [remove_dup_value]: 1.359e-05 [tuple_transform]: 5.909e-05, [1] [Cycle 1]: 5.483e-05, [4] [d_1]: 2.967e-05 [none_parameter_eliminate]: 1.39e-06 [renormalize]: 1.60013e-07 [switch_simplify]: 5.82001e-06 [partial_unused_args_eliminate]: 2.05002e-06 [add_recomputation]: 4.534e-05 [cse_after_recomputation]: 1.821e-05, [1] [Cycle 1]: 1.407e-05, [1] [cse]: 8.00999e-06 [environ_conv]: 4.58001e-06 [swap_dp_allreduce_reducescatter]: 4.61002e-06 [bias_add_comm_swap]: 3.50998e-06 [label_micro_interleaved_index]: 4.19997e-06 [label_fine_grained_interleaved_index]: 2.88998e-06 [merge_cast_opt]: 1.68002e-06 [slice_recompute_activation]: 2.17001e-06 [micro_interleaved_order_control]: 2.55002e-06 [assign_add_opt]: 1.24e-06 [ForceFp32Comm]: 8.90024e-07 [remove_cast_before_assign_add]: 1.20001e-06 [full_micro_interleaved_order_control]: 2.62001e-06 [reorder_send_recv_between_fp_bp]: 2.89001e-06 [comm_op_add_attrs]: 1.15999e-06 [add_comm_op_reuse_tag]: 1.03001e-06 [interleave_split_concat_branches]: 1.09e-06 [interleave_parallel_branches]: 1.14e-06 [overlap_opt_shard_in_pipeline]: 1.33002e-06 [overlap_opt_shard_grad_in_pipeline]: 2.51998e-06 [control_data_broadcast_order]: 1.121e-05 [grouped_pairwise_exchange_alltoall]: 1.47001e-06 [offloading_packed_experts]: 3.16999e-06 [overlap_recompute_and_grad_model_parallel]: 3.53999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.10999e-06 [overlap_recompute_allgather_and_fa_grad]: 1.32e-06 [overlap_recompute_comm]: 2.26e-06 [overlap_grad_ring_attention]: 3.4e-06 [overlap_grad_flash_sp]: 1.934e-05 [begin_end_overlap_inline]: 5.00004e-07 [split_matmul_comm_elemetwise]: 2.24001e-06 [split_layernorm_comm]: 2.07001e-06 [handle_group_info]: 9.50007e-07 [symbol_engine_optimizer]: 6.758e-05, [1] [Cycle 1]: 6.304e-05, [6] [build]: 4.90999e-06 [elim_shapecalc]: 8.88002e-06 [elim_not_effective]: 9.76e-06 [opt_reshape]: 5.40999e-06 [fold_const_symbol]: 7.13e-06 [renormalize]: 4.90021e-07 [detach_backward]: 2.54999e-06 [pipeline_parallel_scheduler]: 1.96e-06 [auto_monad_reorder]: 1.641e-05 [get_jit_bprop_graph]: 2.12999e-06 [rewriter_after_jit_bprop_graph]: 5.30999e-06 [opt_after_jit_grad]: 0.00052252 [validate]: 4.105e-05 Sums bootstrap : 0.161993s : 44.71% type_inference : 0.195277s : 53.89% event_method : 0.000026s : 0.01% auto_monad : 0.000091s : 0.03% graph_reusing : 0.000013s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000046s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000209s : 0.06% optimize.opt_a.expand_dump_flag : 0.000005s : 0.00% optimize.opt_a.switch_simplify : 0.000099s : 0.03% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000687s : 0.19% optimize.opt_a.with_stream_mark : 0.000035s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000004s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000003s : 0.00% optimize.opt_a.a_2 : 0.000095s : 0.03% optimize.opt_a.accelerated_algorithm : 0.000009s : 0.00% optimize.opt_a.shard : 0.000003s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000008s : 0.00% optimize.opt_a.merge_send_recv : 0.000014s : 0.00% optimize.opt_a.auto_parallel : 0.000012s : 0.00% optimize.opt_a.parallel : 0.000030s : 0.01% optimize.opt_a.flash_sp : 0.000012s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000015s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000011s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000011s : 0.00% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000005s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000016s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000021s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000015s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000017s : 0.00% optimize.opt_a.a_after_grad : 0.000012s : 0.00% optimize.opt_a.renormalize : 0.000989s : 0.27% optimize.opt_a.add_forward_monad_depend : 0.000009s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000021s : 0.01% optimize.opt_a.cse : 0.000039s : 0.01% optimize.opt_a.a_3 : 0.000061s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000006s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000017s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000712s : 0.20% optimize.opt_b.b_1 : 0.000082s : 0.02% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000017s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000016s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000048s : 0.01% optimize.loop_unroll : 0.000471s : 0.13% optimize.opt_after_cconv.c_1 : 0.000019s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000015s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000014s : 0.00% optimize.tuple_transform.d_1 : 0.000030s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000001s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000006s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000045s : 0.01% optimize.cse_after_recomputation.cse : 0.000008s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000003s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000003s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000005s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 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 : 0.000523s : 0.14% validate : 0.000041s : 0.01% Time group info: ------[substitution.] 0.000187 19 0.89% : 0.000002s : 1: substitution.elim_not_effective 0.60% : 0.000001s : 1: substitution.fold_const_symbol 2.71% : 0.000005s : 2: substitution.graph_param_transform 78.71% : 0.000148s : 6: substitution.inline 1.79% : 0.000003s : 2: substitution.j_node_and_user_rematch 2.04% : 0.000004s : 2: substitution.remove_not_recompute_node 2.10% : 0.000004s : 2: substitution.replace_old_param 4.11% : 0.000008s : 1: substitution.switch_simplify 7.05% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.195156 2 86.53% : 0.168871s : 1: type_inference.infer 13.47% : 0.026285s : 1: type_inference.specialize ------[replace.] 0.000105 9 42.98% : 0.000045s : 6: replace.inline 23.99% : 0.000025s : 1: replace.switch_simplify 33.03% : 0.000035s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000163 9 88.38% : 0.000144s : 6: match.inline 4.22% : 0.000007s : 1: match.switch_simplify 7.40% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000156 912 0.98% : 0.000002s : 11: predicate.accumulaten_eliminater 0.79% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.31% : 0.000000s : 4: predicate.addn_check_dump 0.95% : 0.000001s : 11: predicate.addn_zero_filter 0.90% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 2.03% : 0.000003s : 15: predicate.arithmetic_simplify 1.12% : 0.000002s : 11: predicate.cast_eliminate 0.47% : 0.000001s : 4: predicate.check_bprop_eliminate 0.34% : 0.000001s : 4: predicate.compare_switch_simplify 0.13% : 0.000000s : 2: predicate.const_output_eliminate 0.38% : 0.000001s : 4: predicate.depend_value_elim 1.17% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.06% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.02% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.29% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.15% : 0.000000s : 2: predicate.elim_not_effective 0.37% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.21% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.09% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.14% : 0.000002s : 13: predicate.environ_get_depend_swap 1.47% : 0.000002s : 17: predicate.environ_get_eliminate 1.08% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.71% : 0.000003s : 19: predicate.exchange_switch_depend_value 3.27% : 0.000005s : 19: predicate.float_depend_g_call 0.31% : 0.000000s : 4: predicate.float_environ_get_switch 0.47% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.14% : 0.000000s : 2: predicate.fold_const_symbol 0.51% : 0.000001s : 4: predicate.get_grad_eliminate 0.27% : 0.000000s : 2: predicate.graph_param_transform 0.38% : 0.000001s : 4: predicate.incorporate_call 0.31% : 0.000000s : 4: predicate.incorporate_call_switch 6.41% : 0.000010s : 42: predicate.inline 0.54% : 0.000001s : 4: predicate.inline_without_move 0.24% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.88% : 0.000001s : 4: predicate.less_batch_normalization 1.80% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.48% : 0.000004s : 28: predicate.load_eliminater 0.99% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.20% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.43% : 0.000002s : 15: predicate.make_slice_get_slice_eliminator 0.32% : 0.000001s : 4: predicate.merge_addn 0.39% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.34% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.96% : 0.000002s : 11: predicate.minmaximum_grad 1.62% : 0.000003s : 2: predicate.mutable_eliminate 0.27% : 0.000000s : 2: predicate.opt_reshape 0.45% : 0.000001s : 2: predicate.parallel_virtual_node 2.35% : 0.000004s : 19: predicate.partial_defer_inline 1.40% : 0.000002s : 15: predicate.partial_eliminate 1.00% : 0.000002s : 11: predicate.print_const_string_wrapper 0.81% : 0.000001s : 4: predicate.reduce_all_const_elim 1.35% : 0.000002s : 11: predicate.reduce_eliminate 2.51% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.54% : 0.000001s : 4: predicate.remove_not_recompute_node 1.29% : 0.000002s : 17: predicate.replace_applicator 0.58% : 0.000001s : 4: predicate.replace_old_param 0.37% : 0.000001s : 2: predicate.reset_defer_inline 1.06% : 0.000002s : 11: predicate.reshape_eliminate 0.34% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.40% : 0.000001s : 2: predicate.row_tensor_eliminate 0.61% : 0.000001s : 4: predicate.same_eliminate 0.31% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.61% : 0.000001s : 4: predicate.shard_identity_eliminate 0.50% : 0.000001s : 4: predicate.special_op_eliminate 0.49% : 0.000001s : 4: predicate.specialize_transform 0.87% : 0.000001s : 4: predicate.split_environ_get_set_with_tuple_value 0.56% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.36% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.84% : 0.000003s : 19: predicate.switch_defer_inline 2.12% : 0.000003s : 23: predicate.switch_layer_defer_inline 6.70% : 0.000010s : 62: predicate.switch_simplify 1.17% : 0.000002s : 11: predicate.tile_eliminate 0.98% : 0.000002s : 11: predicate.transpose_eliminate 1.58% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.42% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.37% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.16% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.35% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.22% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.60% : 0.000002s : 17: predicate.tuple_to_list_eliminator_ 2.26% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.77% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.36% : 0.000001s : 2: predicate.value_based_eliminate 0.63% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.48% : 0.000001s : 4: predicate.virtual_output_eliminate 0.22% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.32% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.025527 14 2.51% : 0.000641s : 6: func_graph_cloner_run.FuncGraphClonerGraph 97.49% : 0.024887s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.379669 192 0.00% : 0.000004s : 1: ForceFp32Comm 1.20% : 0.004569s : 1: add_attr 1.20% : 0.004552s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000050s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000097s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 42.68% : 0.162035s : 1: bootstrap 0.01% : 0.000053s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000021s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.01% : 0.000028s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000034s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.13% : 0.000479s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.19% : 0.000722s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000016s : 1: opt.transform.mutable_eliminate 0.27% : 0.001029s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.01% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000058s : 28: opt.transform.opt_b 0.01% : 0.000033s : 2: opt.transform.opt_trans_graph 0.01% : 0.000027s : 4: opt.transform.symbol_engine_opt 0.75% : 0.002852s : 1: opt_a 0.02% : 0.000091s : 1: opt_after_cconv 0.14% : 0.000532s : 1: opt_after_jit_grad 0.04% : 0.000160s : 1: opt_b 1.35% : 0.005120s : 1: optimize 0.01% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000005s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pipeline_parallel_scheduler 0.00% : 0.000004s : 1: pipeline_split 0.01% : 0.000051s : 1: pre_auto_parallel 0.00% : 0.000011s : 1: py_interpret_to_execute 0.00% : 0.000009s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000017s : 1: remove_dup_value 0.14% : 0.000535s : 1: renormalize.infer 0.12% : 0.000445s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000020s : 1: rewriter_after_opt_a 0.06% : 0.000214s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.02% : 0.000070s : 1: symbol_engine_optimizer 0.02% : 0.000062s : 1: tuple_transform 51.44% : 0.195308s : 1: type_inference TotalTime = 0.526898, [21] [bootstrap]: 0.00049566 [type_inference]: 0.407192 [event_method]: 0.00023916 [auto_monad]: 0.00019274 [graph_reusing]: 9.91998e-06 [inline]: 7.26999e-06 [add_attr]: 0.00422039, [1] [add_attr_with_inline]: 0.00420668, [1] [Cycle 1]: 0.00013409, [2] [tag_attr]: 5.784e-05 [meta_addattr_fg_expand]: 3.278e-05 [parallel-infer-symbol]: 4.27998e-06 [pre_auto_parallel]: 6.917e-05 [insert-virtual-dataset]: 2.79001e-06 [parallel-infer-symbol-second]: 8.2e-07 [dataset_repeat_opt]: 1.82001e-06 [pipeline_split]: 1.87001e-06 [optimize]: 0.113666, [53] [py_interpret_to_execute]: 2.88e-05 [rewriter_before_opt_a]: 0.00035804 [opt_a]: 0.111129, [2] [Cycle 1]: 0.110514, [45] [expand_dump_flag]: 5.47001e-06 [switch_simplify]: 0.00017381 [loop_unroll]: 6.349e-05 [a_1]: 0.106167 [with_stream_mark]: 3.096e-05 [recompute_prepare]: 2.064e-05 [updatestate_depend_eliminate]: 7.26001e-06 [updatestate_assign_eliminate]: 5.32001e-06 [updatestate_loads_eliminate]: 5.10001e-06 [parameter_eliminate]: 2.31998e-06 [a_2]: 0.00018392 [accelerated_algorithm]: 1.475e-05 [shard]: 1.64e-06 [meta_shard_fg_expand]: 4.65999e-06 [shard_inline]: 1.288e-05 [merge_send_recv]: 1.462e-05 [auto_parallel]: 1.373e-05 [parallel]: 1.86e-05 [flash_sp]: 1.181e-05 [merge_comm]: 7.24001e-06 [allreduce_fusion]: 6.69999e-06 [matmul_add_comm_reduction]: 2.432e-05 [allreduce_slice_to_reducescatter]: 6.19999e-07 [virtual_shard_identity]: 1.532e-05 [virtual_dataset]: 1.228e-05 [get_grad_eliminate_]: 1.188e-05 [virtual_output]: 1.227e-05 [merge_forward]: 7.75e-06 [cell_reuse_recompute_pass]: 1.27e-06 [offload_activation]: 1.556e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.554e-05 [merge_recompute_call_nodes]: 1.09e-06 [before_grad]: 2.215e-05 [set_forward_comm_id_for_comm_node_pass]: 8.47e-06 [meta_fg_expand]: 0.00106295 [flash_sp_send_recv_attached]: 5.17999e-06 [receive_attached]: 2.14999e-06 [after_resolve]: 3.822e-05 [a_after_grad]: 4.951e-05 [renormalize]: 0.00199416 [add_forward_monad_depend]: 1.121e-05 [auto_monad_grad]: 2.48e-06 [auto_monad_eliminator]: 1.656e-05 [cse]: 2.913e-05 [a_3]: 4.011e-05 [Cycle 2]: 0.00060067, [45] [expand_dump_flag]: 2.94001e-06 [switch_simplify]: 5.81998e-06 [loop_unroll]: 4.14997e-06 [a_1]: 4.942e-05 [with_stream_mark]: 1.612e-05 [recompute_prepare]: 3.78001e-06 [updatestate_depend_eliminate]: 2.41e-06 [updatestate_assign_eliminate]: 2.61e-06 [updatestate_loads_eliminate]: 2.44001e-06 [parameter_eliminate]: 1.71998e-06 [a_2]: 3.833e-05 [accelerated_algorithm]: 4.32e-06 [shard]: 2.57001e-06 [meta_shard_fg_expand]: 2.25002e-06 [shard_inline]: 3.35998e-06 [merge_send_recv]: 7.38999e-06 [auto_parallel]: 7.92998e-06 [parallel]: 9.51e-06 [flash_sp]: 3.25e-06 [merge_comm]: 2.52001e-06 [allreduce_fusion]: 2.47001e-06 [matmul_add_comm_reduction]: 8.22e-06 [allreduce_slice_to_reducescatter]: 5.10016e-07 [virtual_shard_identity]: 4.60001e-06 [virtual_dataset]: 3.44001e-06 [get_grad_eliminate_]: 3.55998e-06 [virtual_output]: 3.81999e-06 [merge_forward]: 3.34001e-06 [cell_reuse_recompute_pass]: 2.83e-06 [offload_activation]: 7.1e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.2e-05 [merge_recompute_call_nodes]: 1.70001e-06 [before_grad]: 7.33999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.99001e-06 [meta_fg_expand]: 0.00011241 [flash_sp_send_recv_attached]: 2.12001e-06 [receive_attached]: 2.29001e-06 [after_resolve]: 6.49001e-06 [a_after_grad]: 4.95001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.38002e-06 [auto_monad_grad]: 1.24e-06 [auto_monad_eliminator]: 5.22999e-06 [cse]: 1.506e-05 [a_3]: 2.083e-05 [py_interpret_to_execute_after_opt_a]: 7.32997e-06 [slice_cell_reuse_recomputed_activation]: 2.44999e-06 [rewriter_after_opt_a]: 1.872e-05 [convert_after_rewriter]: 1.19998e-06 [order_py_execute_after_rewriter]: 1.14e-06 [mutable_eliminate]: 0.00074008 [opt_b]: 0.00014377, [1] [Cycle 1]: 0.00013612, [7] [b_1]: 7.197e-05 [b_2]: 5.72001e-06 [updatestate_depend_eliminate]: 4.52998e-06 [updatestate_assign_eliminate]: 1.84e-06 [updatestate_loads_eliminate]: 1.80001e-06 [renormalize]: 6.89994e-07 [cse]: 1.615e-05 [optimize_parallel_all_gather_comm]: 1.472e-05 [overlap_param_gather]: 1.97999e-06 [cconv]: 2.921e-05 [loop_unroll]: 0.00047748 [opt_after_cconv]: 8.572e-05, [1] [Cycle 1]: 7.975e-05, [7] [c_1]: 1.755e-05 [parameter_eliminate]: 4.26001e-06 [updatestate_depend_eliminate]: 3.52002e-06 [updatestate_assign_eliminate]: 1.88002e-06 [updatestate_loads_eliminate]: 1.45999e-06 [cse]: 1.801e-05 [renormalize]: 7.90023e-07 [remove_dup_value]: 1.574e-05 [tuple_transform]: 5.188e-05, [1] [Cycle 1]: 4.754e-05, [4] [d_1]: 2.329e-05 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 1.70025e-07 [switch_simplify]: 4.37e-06 [partial_unused_args_eliminate]: 2.60997e-06 [add_recomputation]: 6.602e-05 [cse_after_recomputation]: 2.468e-05, [1] [Cycle 1]: 1.948e-05, [1] [cse]: 1.194e-05 [environ_conv]: 5.57001e-06 [swap_dp_allreduce_reducescatter]: 5.22e-06 [bias_add_comm_swap]: 3.35003e-06 [label_micro_interleaved_index]: 5.18002e-06 [label_fine_grained_interleaved_index]: 2.78e-06 [merge_cast_opt]: 1.49e-06 [slice_recompute_activation]: 2.14999e-06 [micro_interleaved_order_control]: 2.43e-06 [assign_add_opt]: 1.62999e-06 [ForceFp32Comm]: 8.39995e-07 [remove_cast_before_assign_add]: 1.33002e-06 [full_micro_interleaved_order_control]: 2.49999e-06 [reorder_send_recv_between_fp_bp]: 2.83e-06 [comm_op_add_attrs]: 1.62999e-06 [add_comm_op_reuse_tag]: 1.22e-06 [interleave_split_concat_branches]: 1.19e-06 [interleave_parallel_branches]: 1.40999e-06 [overlap_opt_shard_in_pipeline]: 1.24e-06 [overlap_opt_shard_grad_in_pipeline]: 1.84998e-06 [control_data_broadcast_order]: 1.098e-05 [grouped_pairwise_exchange_alltoall]: 1.89e-06 [offloading_packed_experts]: 2.98e-06 [overlap_recompute_and_grad_model_parallel]: 4.13001e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.17e-06 [overlap_recompute_allgather_and_fa_grad]: 1.34998e-06 [overlap_recompute_comm]: 2.37999e-06 [overlap_grad_ring_attention]: 3.9e-06 [overlap_grad_flash_sp]: 1.566e-05 [begin_end_overlap_inline]: 5.3001e-07 [split_matmul_comm_elemetwise]: 2.04999e-06 [split_layernorm_comm]: 1.60999e-06 [handle_group_info]: 9.10019e-07 [symbol_engine_optimizer]: 6.912e-05, [1] [Cycle 1]: 6.404e-05, [6] [build]: 3.10002e-06 [elim_shapecalc]: 8.87999e-06 [elim_not_effective]: 1.063e-05 [opt_reshape]: 5.27999e-06 [fold_const_symbol]: 7.35e-06 [renormalize]: 1.59984e-07 [detach_backward]: 3.53e-06 [pipeline_parallel_scheduler]: 1.40001e-06 [auto_monad_reorder]: 1.747e-05 [get_jit_bprop_graph]: 1.67999e-06 [rewriter_after_jit_bprop_graph]: 4.80001e-06 [opt_after_jit_grad]: 0.00053755 [validate]: 3.515e-05 Sums bootstrap : 0.000496s : 0.10% type_inference : 0.407192s : 78.07% event_method : 0.000239s : 0.05% auto_monad : 0.000193s : 0.04% graph_reusing : 0.000010s : 0.00% inline : 0.000007s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000058s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000033s : 0.01% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000069s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000029s : 0.01% optimize.rewriter_before_opt_a : 0.000358s : 0.07% optimize.opt_a.expand_dump_flag : 0.000008s : 0.00% optimize.opt_a.switch_simplify : 0.000180s : 0.03% optimize.opt_a.loop_unroll : 0.000068s : 0.01% optimize.opt_a.a_1 : 0.106216s : 20.36% optimize.opt_a.with_stream_mark : 0.000047s : 0.01% optimize.opt_a.recompute_prepare : 0.000024s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000222s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000019s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000007s : 0.00% optimize.opt_a.shard_inline : 0.000016s : 0.00% optimize.opt_a.merge_send_recv : 0.000022s : 0.00% optimize.opt_a.auto_parallel : 0.000022s : 0.00% optimize.opt_a.parallel : 0.000028s : 0.01% optimize.opt_a.flash_sp : 0.000015s : 0.00% optimize.opt_a.merge_comm : 0.000010s : 0.00% optimize.opt_a.allreduce_fusion : 0.000009s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000033s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000020s : 0.00% optimize.opt_a.virtual_dataset : 0.000016s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000015s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000011s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000023s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000038s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000029s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000011s : 0.00% optimize.opt_a.meta_fg_expand : 0.001175s : 0.23% optimize.opt_a.flash_sp_send_recv_attached : 0.000007s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000045s : 0.01% optimize.opt_a.a_after_grad : 0.000054s : 0.01% optimize.opt_a.renormalize : 0.001994s : 0.38% optimize.opt_a.add_forward_monad_depend : 0.000013s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000022s : 0.00% optimize.opt_a.cse : 0.000044s : 0.01% optimize.opt_a.a_3 : 0.000061s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000740s : 0.14% optimize.opt_b.b_1 : 0.000072s : 0.01% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000016s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000015s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000029s : 0.01% optimize.loop_unroll : 0.000477s : 0.09% optimize.opt_after_cconv.c_1 : 0.000018s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000018s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000016s : 0.00% optimize.tuple_transform.d_1 : 0.000023s : 0.00% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000004s : 0.00% optimize.partial_unused_args_eliminate : 0.000003s : 0.00% optimize.add_recomputation : 0.000066s : 0.01% optimize.cse_after_recomputation.cse : 0.000012s : 0.00% optimize.environ_conv : 0.000006s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000002s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000002s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000016s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000011s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000004s : 0.00% pipeline_parallel_scheduler : 0.000001s : 0.00% auto_monad_reorder : 0.000017s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000538s : 0.10% validate : 0.000035s : 0.01% Time group info: ------[substitution.] 0.000593 84 0.30% : 0.000002s : 1: substitution.elim_not_effective 1.37% : 0.000008s : 9: substitution.float_depend_g_call 0.90% : 0.000005s : 2: substitution.float_tuple_getitem_switch 0.22% : 0.000001s : 1: substitution.fold_const_symbol 0.73% : 0.000004s : 1: substitution.graph_param_transform 0.51% : 0.000003s : 2: substitution.incorporate_call 0.43% : 0.000003s : 2: substitution.incorporate_call_switch 76.11% : 0.000451s : 15: substitution.inline 2.90% : 0.000017s : 1: substitution.inline_without_move 1.38% : 0.000008s : 8: substitution.j_node_and_user_rematch 0.61% : 0.000004s : 2: substitution.minmaximum_grad 1.14% : 0.000007s : 9: substitution.partial_eliminate 1.47% : 0.000009s : 8: substitution.remove_not_recompute_node 0.55% : 0.000003s : 1: substitution.replace_applicator 0.55% : 0.000003s : 3: substitution.replace_old_param 0.54% : 0.000003s : 1: substitution.set_cell_output_no_recompute 2.42% : 0.000014s : 4: substitution.switch_simplify 1.37% : 0.000008s : 2: substitution.tuple_list_convert_item_index_to_positive 0.55% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 0.94% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 4.22% : 0.000025s : 6: substitution.tuple_list_get_item_eliminator 0.80% : 0.000005s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.407063 2 99.10% : 0.403417s : 1: type_inference.infer 0.90% : 0.003646s : 1: type_inference.specialize ------[replace.] 0.000205 21 64.29% : 0.000132s : 15: replace.inline 27.75% : 0.000057s : 4: replace.switch_simplify 7.96% : 0.000016s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000467 21 94.48% : 0.000441s : 15: match.inline 2.51% : 0.000012s : 4: match.switch_simplify 3.01% : 0.000014s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000312 1805 1.11% : 0.000003s : 24: predicate.accumulaten_eliminater 0.49% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 0.53% : 0.000002s : 11: predicate.addn_check_dump 1.14% : 0.000004s : 24: predicate.addn_zero_filter 1.04% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 2.40% : 0.000007s : 35: predicate.arithmetic_simplify 1.20% : 0.000004s : 24: predicate.cast_eliminate 0.18% : 0.000001s : 2: predicate.check_bprop_eliminate 0.51% : 0.000002s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.47% : 0.000001s : 11: predicate.depend_value_elim 1.08% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.28% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.12% : 0.000004s : 24: predicate.dict_set_item_eliminator 0.41% : 0.000001s : 2: predicate.dumpgradient_eliminate 0.08% : 0.000000s : 1: predicate.elim_not_effective 0.20% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.27% : 0.000004s : 25: predicate.environ_add_const_eliminate 1.04% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.25% : 0.000004s : 25: predicate.environ_get_depend_swap 1.65% : 0.000005s : 36: predicate.environ_get_eliminate 1.05% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.84% : 0.000006s : 41: predicate.exchange_switch_depend_value 2.81% : 0.000009s : 41: predicate.float_depend_g_call 0.53% : 0.000002s : 11: predicate.float_environ_get_switch 0.60% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.67% : 0.000002s : 11: predicate.get_grad_eliminate 0.12% : 0.000000s : 1: predicate.graph_param_transform 0.51% : 0.000002s : 11: predicate.incorporate_call 0.45% : 0.000001s : 11: predicate.incorporate_call_switch 6.51% : 0.000020s : 89: predicate.inline 1.20% : 0.000004s : 16: predicate.inline_without_move 0.28% : 0.000001s : 11: predicate.j_node_and_user_rematch 0.87% : 0.000003s : 11: predicate.less_batch_normalization 1.92% : 0.000006s : 28: predicate.list_to_tuple_eliminator_ 2.33% : 0.000007s : 52: predicate.load_eliminater 0.54% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.43% : 0.000011s : 75: predicate.loop_unroll_before_grad 1.66% : 0.000005s : 26: predicate.make_slice_get_slice_eliminator 0.55% : 0.000002s : 11: predicate.merge_addn 0.13% : 0.000000s : 2: predicate.micro_step_allgather_replace 0.26% : 0.000001s : 2: predicate.mini_step_allgather_replace 1.04% : 0.000003s : 24: predicate.minmaximum_grad 0.54% : 0.000002s : 1: predicate.mutable_eliminate 0.31% : 0.000001s : 1: predicate.opt_reshape 0.12% : 0.000000s : 1: predicate.parallel_virtual_node 3.43% : 0.000011s : 41: predicate.partial_defer_inline 2.00% : 0.000006s : 27: predicate.partial_eliminate 1.07% : 0.000003s : 24: predicate.print_const_string_wrapper 0.62% : 0.000002s : 11: predicate.reduce_all_const_elim 1.45% : 0.000005s : 24: predicate.reduce_eliminate 2.30% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.37% : 0.000001s : 11: predicate.remove_not_recompute_node 1.10% : 0.000003s : 28: predicate.replace_applicator 0.61% : 0.000002s : 16: predicate.replace_old_param 0.08% : 0.000000s : 1: predicate.reset_defer_inline 1.10% : 0.000003s : 24: predicate.reshape_eliminate 0.16% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.19% : 0.000001s : 1: predicate.row_tensor_eliminate 0.31% : 0.000001s : 2: predicate.same_eliminate 0.35% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.73% : 0.000002s : 11: predicate.shard_identity_eliminate 0.30% : 0.000001s : 2: predicate.special_op_eliminate 0.64% : 0.000002s : 11: predicate.specialize_transform 0.48% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.12% : 0.000004s : 16: predicate.stack_unstack_eliminate 0.07% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.09% : 0.000007s : 41: predicate.switch_defer_inline 2.23% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.02% : 0.000022s : 136: predicate.switch_simplify 1.25% : 0.000004s : 24: predicate.tile_eliminate 1.07% : 0.000003s : 24: predicate.transpose_eliminate 1.24% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.42% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.40% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.13% : 0.000010s : 39: predicate.tuple_list_get_item_eliminator 1.29% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.16% : 0.000007s : 37: predicate.tuple_list_set_item_eliminator 1.53% : 0.000005s : 28: predicate.tuple_to_list_eliminator_ 2.12% : 0.000007s : 52: predicate.updatestate_pure_node_eliminater 2.78% : 0.000009s : 63: predicate.updatestate_useless_node_eliminater 0.21% : 0.000001s : 1: predicate.value_based_eliminate 0.72% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.73% : 0.000002s : 11: predicate.virtual_output_eliminate 0.15% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.14% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002299 29 59.32% : 0.001364s : 11: func_graph_cloner_run.FuncGraphClonerGraph 40.68% : 0.000935s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.753764 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.56% : 0.004227s : 1: add_attr 0.56% : 0.004212s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.01% : 0.000070s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000206s : 1: auto_monad 0.00% : 0.000021s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.07% : 0.000526s : 1: bootstrap 0.00% : 0.000033s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000028s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000007s : 1: detach_backward 0.00% : 0.000009s : 1: environ_conv 0.03% : 0.000252s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000010s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000008s : 1: label_micro_interleaved_index 0.06% : 0.000486s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.10% : 0.000752s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000034s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 14.19% : 0.106945s : 78: opt.transform.opt_a 0.00% : 0.000016s : 1: opt.transform.opt_after_cconv 0.00% : 0.000018s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000048s : 28: opt.transform.opt_b 0.00% : 0.000025s : 2: opt.transform.opt_trans_graph 0.00% : 0.000028s : 4: opt.transform.symbol_engine_opt 14.74% : 0.111132s : 1: opt_a 0.01% : 0.000089s : 1: opt_after_cconv 0.07% : 0.000548s : 1: opt_after_jit_grad 0.02% : 0.000147s : 1: opt_b 15.08% : 0.113673s : 1: optimize 0.00% : 0.000018s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000019s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000005s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000074s : 1: pre_auto_parallel 0.00% : 0.000034s : 1: py_interpret_to_execute 0.00% : 0.000011s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000019s : 1: remove_dup_value 0.14% : 0.001067s : 1: renormalize.infer 0.12% : 0.000916s : 1: renormalize.specialize 0.00% : 0.000007s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000023s : 1: rewriter_after_opt_a 0.05% : 0.000366s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000072s : 1: symbol_engine_optimizer 0.02% : 0.000118s : 1: tuple_transform 54.03% : 0.407224s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape1-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape1-kbk],max_mem:2.0M TotalTime = 0.394399, [21] [bootstrap]: 0.00070437 [type_inference]: 0.224144 [event_method]: 2.457e-05 [auto_monad]: 8.614e-05 [graph_reusing]: 6.73998e-06 [inline]: 2.41998e-06 [add_attr]: 0.00437698, [1] [add_attr_with_inline]: 0.00436245, [1] [Cycle 1]: 6.819e-05, [2] [tag_attr]: 2.507e-05 [meta_addattr_fg_expand]: 6.18002e-06 [parallel-infer-symbol]: 3.59002e-06 [pre_auto_parallel]: 4.562e-05 [insert-virtual-dataset]: 2.52001e-06 [parallel-infer-symbol-second]: 8.00006e-07 [dataset_repeat_opt]: 2.56e-06 [pipeline_split]: 1.60999e-06 [optimize]: 0.164125, [53] [py_interpret_to_execute]: 6.92002e-06 [rewriter_before_opt_a]: 0.00022576 [opt_a]: 0.00303606, [2] [Cycle 1]: 0.00254392, [45] [expand_dump_flag]: 3.9e-06 [switch_simplify]: 9.217e-05 [loop_unroll]: 3.1e-05 [a_1]: 0.00078468 [with_stream_mark]: 3.589e-05 [recompute_prepare]: 8.85001e-06 [updatestate_depend_eliminate]: 3.58e-06 [updatestate_assign_eliminate]: 2.66e-06 [updatestate_loads_eliminate]: 2.11e-06 [parameter_eliminate]: 1.96998e-06 [a_2]: 5.398e-05 [accelerated_algorithm]: 5.04e-06 [shard]: 2.63e-06 [meta_shard_fg_expand]: 1.94999e-06 [shard_inline]: 4.18001e-06 [merge_send_recv]: 7.35003e-06 [auto_parallel]: 6.11e-06 [parallel]: 2.79e-05 [flash_sp]: 9.69999e-06 [merge_comm]: 2.71e-06 [allreduce_fusion]: 2.64999e-06 [matmul_add_comm_reduction]: 8.87e-06 [allreduce_slice_to_reducescatter]: 6.80011e-07 [virtual_shard_identity]: 6.16998e-06 [virtual_dataset]: 4.85001e-06 [get_grad_eliminate_]: 4.3e-06 [virtual_output]: 4.77e-06 [merge_forward]: 3.28998e-06 [cell_reuse_recompute_pass]: 1.26997e-06 [offload_activation]: 8.07e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.086e-05 [merge_recompute_call_nodes]: 1.60999e-06 [before_grad]: 7.73999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.48998e-06 [meta_fg_expand]: 2.73e-06 [flash_sp_send_recv_attached]: 2.56998e-06 [receive_attached]: 2.36e-06 [after_resolve]: 8.87e-06 [a_after_grad]: 6.89001e-06 [renormalize]: 0.00102823 [add_forward_monad_depend]: 6.70002e-06 [auto_monad_grad]: 2.88e-06 [auto_monad_eliminator]: 1.413e-05 [cse]: 2.854e-05 [a_3]: 3.524e-05 [Cycle 2]: 0.00048028, [45] [expand_dump_flag]: 1.72999e-06 [switch_simplify]: 6.31998e-06 [loop_unroll]: 3.9e-06 [a_1]: 6.805e-05 [with_stream_mark]: 1.371e-05 [recompute_prepare]: 4.23001e-06 [updatestate_depend_eliminate]: 2.04999e-06 [updatestate_assign_eliminate]: 1.76e-06 [updatestate_loads_eliminate]: 2.07999e-06 [parameter_eliminate]: 1.34998e-06 [a_2]: 4.419e-05 [accelerated_algorithm]: 4.52998e-06 [shard]: 1.25001e-06 [meta_shard_fg_expand]: 9.70002e-07 [shard_inline]: 3.81999e-06 [merge_send_recv]: 4.4e-06 [auto_parallel]: 5.10999e-06 [parallel]: 5.78002e-06 [flash_sp]: 3.46001e-06 [merge_comm]: 2.63e-06 [allreduce_fusion]: 2.26e-06 [matmul_add_comm_reduction]: 5.81003e-06 [allreduce_slice_to_reducescatter]: 6.30011e-07 [virtual_shard_identity]: 5.44e-06 [virtual_dataset]: 4.04997e-06 [get_grad_eliminate_]: 3.79002e-06 [virtual_output]: 3.98001e-06 [merge_forward]: 2.43e-06 [cell_reuse_recompute_pass]: 1.55999e-06 [offload_activation]: 5.30001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.02e-05 [merge_recompute_call_nodes]: 8.50006e-07 [before_grad]: 6.76e-06 [set_forward_comm_id_for_comm_node_pass]: 2.12001e-06 [meta_fg_expand]: 1.52999e-06 [flash_sp_send_recv_attached]: 1.47001e-06 [receive_attached]: 1.50999e-06 [after_resolve]: 7.35e-06 [a_after_grad]: 5.37999e-06 [renormalize]: 7.00238e-08 [add_forward_monad_depend]: 1.24e-06 [auto_monad_grad]: 9.89996e-07 [auto_monad_eliminator]: 4.42e-06 [cse]: 1.008e-05 [a_3]: 2.234e-05 [py_interpret_to_execute_after_opt_a]: 6.05002e-06 [slice_cell_reuse_recomputed_activation]: 2.39999e-06 [rewriter_after_opt_a]: 1.423e-05 [convert_after_rewriter]: 1.50999e-06 [order_py_execute_after_rewriter]: 2.86e-06 [mutable_eliminate]: 0.00064001 [opt_b]: 0.00015473, [1] [Cycle 1]: 0.00014731, [7] [b_1]: 8.032e-05 [b_2]: 6.26998e-06 [updatestate_depend_eliminate]: 5.59e-06 [updatestate_assign_eliminate]: 1.62999e-06 [updatestate_loads_eliminate]: 1.60999e-06 [renormalize]: 8.39995e-07 [cse]: 1.716e-05 [optimize_parallel_all_gather_comm]: 1.515e-05 [overlap_param_gather]: 1.82001e-06 [cconv]: 2.74e-05 [loop_unroll]: 0.159199 [opt_after_cconv]: 0.00013357, [1] [Cycle 1]: 0.00012312, [7] [c_1]: 2.567e-05 [parameter_eliminate]: 8.11002e-06 [updatestate_depend_eliminate]: 1.269e-05 [updatestate_assign_eliminate]: 2.51e-06 [updatestate_loads_eliminate]: 2.34999e-06 [cse]: 3.569e-05 [renormalize]: 8.09989e-07 [remove_dup_value]: 1.487e-05 [tuple_transform]: 7.26e-05, [1] [Cycle 1]: 6.799e-05, [4] [d_1]: 4.132e-05 [none_parameter_eliminate]: 1.64998e-06 [renormalize]: 1.50001e-07 [switch_simplify]: 5.44e-06 [partial_unused_args_eliminate]: 2.46e-06 [add_recomputation]: 4.775e-05 [cse_after_recomputation]: 1.916e-05, [1] [Cycle 1]: 1.425e-05, [1] [cse]: 8.55001e-06 [environ_conv]: 5.60001e-06 [swap_dp_allreduce_reducescatter]: 1.385e-05 [bias_add_comm_swap]: 3.18998e-06 [label_micro_interleaved_index]: 7.7e-06 [label_fine_grained_interleaved_index]: 2.81e-06 [merge_cast_opt]: 1.22999e-06 [slice_recompute_activation]: 2.07999e-06 [micro_interleaved_order_control]: 2.63998e-06 [assign_add_opt]: 1.34998e-06 [ForceFp32Comm]: 1.05999e-06 [remove_cast_before_assign_add]: 1.04e-06 [full_micro_interleaved_order_control]: 2.21e-06 [reorder_send_recv_between_fp_bp]: 2.98e-06 [comm_op_add_attrs]: 1.25001e-06 [add_comm_op_reuse_tag]: 9.89996e-07 [interleave_split_concat_branches]: 1.17e-06 [interleave_parallel_branches]: 1.10999e-06 [overlap_opt_shard_in_pipeline]: 1.47001e-06 [overlap_opt_shard_grad_in_pipeline]: 1.91e-06 [control_data_broadcast_order]: 1.246e-05 [grouped_pairwise_exchange_alltoall]: 1.65001e-06 [offloading_packed_experts]: 3.57002e-06 [overlap_recompute_and_grad_model_parallel]: 3.97e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.12e-06 [overlap_recompute_allgather_and_fa_grad]: 1.40999e-06 [overlap_recompute_comm]: 2.26e-06 [overlap_grad_ring_attention]: 3.53999e-06 [overlap_grad_flash_sp]: 1.855e-05 [begin_end_overlap_inline]: 4.89992e-07 [split_matmul_comm_elemetwise]: 2.17001e-06 [split_layernorm_comm]: 1.87999e-06 [handle_group_info]: 1.08001e-06 [symbol_engine_optimizer]: 7.098e-05, [1] [Cycle 1]: 6.668e-05, [6] [build]: 4.19002e-06 [elim_shapecalc]: 1.068e-05 [elim_not_effective]: 9.99001e-06 [opt_reshape]: 5.25001e-06 [fold_const_symbol]: 6.89999e-06 [renormalize]: 1.29978e-07 [detach_backward]: 2.33998e-06 [pipeline_parallel_scheduler]: 1.38002e-06 [auto_monad_reorder]: 1.37e-05 [get_jit_bprop_graph]: 2.22999e-06 [rewriter_after_jit_bprop_graph]: 7.8e-06 [opt_after_jit_grad]: 0.0006204 [validate]: 4.071e-05 Sums bootstrap : 0.000704s : 0.18% type_inference : 0.224144s : 57.63% event_method : 0.000025s : 0.01% auto_monad : 0.000086s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000002s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000025s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000046s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000003s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000007s : 0.00% optimize.rewriter_before_opt_a : 0.000226s : 0.06% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000098s : 0.03% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000853s : 0.22% optimize.opt_a.with_stream_mark : 0.000050s : 0.01% optimize.opt_a.recompute_prepare : 0.000013s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000004s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000003s : 0.00% optimize.opt_a.a_2 : 0.000098s : 0.03% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000008s : 0.00% optimize.opt_a.merge_send_recv : 0.000012s : 0.00% optimize.opt_a.auto_parallel : 0.000011s : 0.00% optimize.opt_a.parallel : 0.000034s : 0.01% optimize.opt_a.flash_sp : 0.000013s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000015s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000013s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000021s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000002s : 0.00% optimize.opt_a.before_grad : 0.000014s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000016s : 0.00% optimize.opt_a.a_after_grad : 0.000012s : 0.00% optimize.opt_a.renormalize : 0.001028s : 0.26% optimize.opt_a.add_forward_monad_depend : 0.000008s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000019s : 0.00% optimize.opt_a.cse : 0.000039s : 0.01% optimize.opt_a.a_3 : 0.000058s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000006s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000014s : 0.00% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000003s : 0.00% optimize.mutable_eliminate : 0.000640s : 0.16% optimize.opt_b.b_1 : 0.000080s : 0.02% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000017s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000015s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000027s : 0.01% optimize.loop_unroll : 0.159199s : 40.93% optimize.opt_after_cconv.c_1 : 0.000026s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000008s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000036s : 0.01% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000015s : 0.00% optimize.tuple_transform.d_1 : 0.000041s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000048s : 0.01% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000006s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000014s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000008s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000004s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.00% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000004s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000001s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000620s : 0.16% validate : 0.000041s : 0.01% Time group info: ------[substitution.] 0.000195 19 0.91% : 0.000002s : 1: substitution.elim_not_effective 0.53% : 0.000001s : 1: substitution.fold_const_symbol 3.01% : 0.000006s : 2: substitution.graph_param_transform 79.29% : 0.000154s : 6: substitution.inline 1.41% : 0.000003s : 2: substitution.j_node_and_user_rematch 1.79% : 0.000003s : 2: substitution.remove_not_recompute_node 1.88% : 0.000004s : 2: substitution.replace_old_param 4.85% : 0.000009s : 1: substitution.switch_simplify 6.33% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.224064 2 99.31% : 0.222528s : 1: type_inference.infer 0.69% : 0.001537s : 1: type_inference.specialize ------[replace.] 0.000084 9 54.49% : 0.000046s : 6: replace.inline 28.81% : 0.000024s : 1: replace.switch_simplify 16.69% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000171 9 88.46% : 0.000151s : 6: match.inline 5.03% : 0.000009s : 1: match.switch_simplify 6.50% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000198 912 0.80% : 0.000002s : 11: predicate.accumulaten_eliminater 0.85% : 0.000002s : 2: predicate.ad_related_special_op_eliminate 0.29% : 0.000001s : 4: predicate.addn_check_dump 0.81% : 0.000002s : 11: predicate.addn_zero_filter 0.75% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 1.62% : 0.000003s : 15: predicate.arithmetic_simplify 0.91% : 0.000002s : 11: predicate.cast_eliminate 0.35% : 0.000001s : 4: predicate.check_bprop_eliminate 0.25% : 0.000001s : 4: predicate.compare_switch_simplify 0.10% : 0.000000s : 2: predicate.const_output_eliminate 0.33% : 0.000001s : 4: predicate.depend_value_elim 0.80% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 0.94% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.84% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.32% : 0.000003s : 4: predicate.dumpgradient_eliminate 0.21% : 0.000000s : 2: predicate.elim_not_effective 0.27% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 0.96% : 0.000002s : 13: predicate.environ_add_const_eliminate 0.89% : 0.000002s : 13: predicate.environ_get_add_eliminate 0.91% : 0.000002s : 13: predicate.environ_get_depend_swap 1.19% : 0.000002s : 17: predicate.environ_get_eliminate 0.98% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.40% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.34% : 0.000005s : 19: predicate.float_depend_g_call 0.26% : 0.000001s : 4: predicate.float_environ_get_switch 0.56% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.10% : 0.000000s : 2: predicate.fold_const_symbol 0.40% : 0.000001s : 4: predicate.get_grad_eliminate 0.22% : 0.000000s : 2: predicate.graph_param_transform 0.30% : 0.000001s : 4: predicate.incorporate_call 0.26% : 0.000001s : 4: predicate.incorporate_call_switch 6.03% : 0.000012s : 42: predicate.inline 0.53% : 0.000001s : 4: predicate.inline_without_move 0.21% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.81% : 0.000002s : 4: predicate.less_batch_normalization 1.56% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 1.97% : 0.000004s : 28: predicate.load_eliminater 2.74% : 0.000005s : 2: predicate.loop_unroll_after_grad 2.58% : 0.000005s : 35: predicate.loop_unroll_before_grad 16.03% : 0.000032s : 15: predicate.make_slice_get_slice_eliminator 0.27% : 0.000001s : 4: predicate.merge_addn 0.28% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.37% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.70% : 0.000001s : 11: predicate.minmaximum_grad 1.68% : 0.000003s : 2: predicate.mutable_eliminate 0.26% : 0.000001s : 2: predicate.opt_reshape 0.26% : 0.000001s : 2: predicate.parallel_virtual_node 1.72% : 0.000003s : 19: predicate.partial_defer_inline 1.12% : 0.000002s : 15: predicate.partial_eliminate 0.82% : 0.000002s : 11: predicate.print_const_string_wrapper 0.39% : 0.000001s : 4: predicate.reduce_all_const_elim 1.19% : 0.000002s : 11: predicate.reduce_eliminate 2.02% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.25% : 0.000001s : 4: predicate.remove_not_recompute_node 1.02% : 0.000002s : 17: predicate.replace_applicator 0.37% : 0.000001s : 4: predicate.replace_old_param 0.19% : 0.000000s : 2: predicate.reset_defer_inline 0.82% : 0.000002s : 11: predicate.reshape_eliminate 0.34% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.24% : 0.000000s : 2: predicate.row_tensor_eliminate 0.54% : 0.000001s : 4: predicate.same_eliminate 0.31% : 0.000001s : 4: predicate.set_cell_output_no_recompute 0.65% : 0.000001s : 4: predicate.shard_identity_eliminate 0.44% : 0.000001s : 4: predicate.special_op_eliminate 0.39% : 0.000001s : 4: predicate.specialize_transform 0.65% : 0.000001s : 4: predicate.split_environ_get_set_with_tuple_value 0.43% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.26% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.56% : 0.000003s : 19: predicate.switch_defer_inline 1.73% : 0.000003s : 23: predicate.switch_layer_defer_inline 5.71% : 0.000011s : 62: predicate.switch_simplify 0.79% : 0.000002s : 11: predicate.tile_eliminate 0.78% : 0.000002s : 11: predicate.transpose_eliminate 1.39% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.40% : 0.000003s : 15: predicate.tuple_list_get_item_const_eliminator 1.06% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 2.68% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.22% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 1.77% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.44% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 1.88% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.44% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.18% : 0.000000s : 2: predicate.value_based_eliminate 0.38% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.42% : 0.000001s : 4: predicate.virtual_output_eliminate 0.13% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.39% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001029 14 58.47% : 0.000602s : 6: func_graph_cloner_run.FuncGraphClonerGraph 41.53% : 0.000427s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.565190 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.78% : 0.004382s : 1: add_attr 0.77% : 0.004367s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.01% : 0.000052s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.02% : 0.000092s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.13% : 0.000753s : 1: bootstrap 0.01% : 0.000031s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.01% : 0.000064s : 1: convert_after_rewriter 0.00% : 0.000022s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000009s : 1: environ_conv 0.01% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000005s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000011s : 1: label_micro_interleaved_index 28.17% : 0.159224s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.11% : 0.000649s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.01% : 0.000034s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.21% : 0.001191s : 78: opt.transform.opt_a 0.00% : 0.000024s : 1: opt.transform.opt_after_cconv 0.00% : 0.000022s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000058s : 28: opt.transform.opt_b 0.01% : 0.000044s : 2: opt.transform.opt_trans_graph 0.01% : 0.000029s : 4: opt.transform.symbol_engine_opt 0.54% : 0.003040s : 1: opt_a 0.02% : 0.000139s : 1: opt_after_cconv 0.11% : 0.000630s : 1: opt_after_jit_grad 0.03% : 0.000158s : 1: opt_b 29.04% : 0.164131s : 1: optimize 0.00% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000004s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000005s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000004s : 1: pipeline_split 0.01% : 0.000050s : 1: pre_auto_parallel 0.00% : 0.000010s : 1: py_interpret_to_execute 0.00% : 0.000009s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000018s : 1: remove_dup_value 0.10% : 0.000550s : 1: renormalize.infer 0.08% : 0.000468s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000017s : 1: rewriter_after_opt_a 0.04% : 0.000234s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000017s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000074s : 1: symbol_engine_optimizer 0.01% : 0.000076s : 1: tuple_transform 39.66% : 0.224168s : 1: type_inference TotalTime = 0.539648, [21] [bootstrap]: 0.00048874 [type_inference]: 0.368577 [event_method]: 0.00024438 [auto_monad]: 0.00017047 [graph_reusing]: 1.122e-05 [inline]: 2.71999e-06 [add_attr]: 0.00401848, [1] [add_attr_with_inline]: 0.00400749, [1] [Cycle 1]: 0.000104, [2] [tag_attr]: 5.189e-05 [meta_addattr_fg_expand]: 1.121e-05 [parallel-infer-symbol]: 3.85998e-06 [pre_auto_parallel]: 6.656e-05 [insert-virtual-dataset]: 2.81e-06 [parallel-infer-symbol-second]: 9.29984e-07 [dataset_repeat_opt]: 2.43e-06 [pipeline_split]: 1.72999e-06 [optimize]: 0.165319, [53] [py_interpret_to_execute]: 5.78997e-06 [rewriter_before_opt_a]: 0.00034557 [opt_a]: 0.162906, [2] [Cycle 1]: 0.162227, [45] [expand_dump_flag]: 4.92e-06 [switch_simplify]: 0.00016968 [loop_unroll]: 6.37e-05 [a_1]: 0.00135347 [with_stream_mark]: 2.181e-05 [recompute_prepare]: 1.888e-05 [updatestate_depend_eliminate]: 7.8e-06 [updatestate_assign_eliminate]: 5.22e-06 [updatestate_loads_eliminate]: 5.22999e-06 [parameter_eliminate]: 2.07999e-06 [a_2]: 0.00018217 [accelerated_algorithm]: 1.256e-05 [shard]: 2.57001e-06 [meta_shard_fg_expand]: 2.118e-05 [shard_inline]: 1.391e-05 [merge_send_recv]: 1.697e-05 [auto_parallel]: 1.203e-05 [parallel]: 2.055e-05 [flash_sp]: 1.118e-05 [merge_comm]: 7.49002e-06 [allreduce_fusion]: 7.35e-06 [matmul_add_comm_reduction]: 2.719e-05 [allreduce_slice_to_reducescatter]: 8.70001e-07 [virtual_shard_identity]: 1.451e-05 [virtual_dataset]: 1.282e-05 [get_grad_eliminate_]: 1.238e-05 [virtual_output]: 1.149e-05 [merge_forward]: 7.33999e-06 [cell_reuse_recompute_pass]: 1.40001e-06 [offload_activation]: 1.521e-05 [cell_reuse_handle_not_recompute_node_pass]: 2.438e-05 [merge_recompute_call_nodes]: 1.52999e-06 [before_grad]: 2.344e-05 [set_forward_comm_id_for_comm_node_pass]: 8.44998e-06 [meta_fg_expand]: 0.00116648 [flash_sp_send_recv_attached]: 4.65999e-06 [receive_attached]: 2.39999e-06 [after_resolve]: 4.201e-05 [a_after_grad]: 4.933e-05 [renormalize]: 0.15842 [add_forward_monad_depend]: 9.91e-06 [auto_monad_grad]: 2.61e-06 [auto_monad_eliminator]: 1.975e-05 [cse]: 3.308e-05 [a_3]: 4.959e-05 [Cycle 2]: 0.0006646, [45] [expand_dump_flag]: 2.53003e-06 [switch_simplify]: 7.63001e-06 [loop_unroll]: 4.02e-06 [a_1]: 5.076e-05 [with_stream_mark]: 1.927e-05 [recompute_prepare]: 4.94e-06 [updatestate_depend_eliminate]: 3.23e-06 [updatestate_assign_eliminate]: 2.54999e-06 [updatestate_loads_eliminate]: 2.42001e-06 [parameter_eliminate]: 2.02999e-06 [a_2]: 3.874e-05 [accelerated_algorithm]: 4.53001e-06 [shard]: 2.34999e-06 [meta_shard_fg_expand]: 2.31e-06 [shard_inline]: 3.73001e-06 [merge_send_recv]: 7.90998e-06 [auto_parallel]: 8.74e-06 [parallel]: 8.89e-06 [flash_sp]: 3.81001e-06 [merge_comm]: 3.38e-06 [allreduce_fusion]: 2.30002e-06 [matmul_add_comm_reduction]: 9.74e-06 [allreduce_slice_to_reducescatter]: 8.59989e-07 [virtual_shard_identity]: 5.37999e-06 [virtual_dataset]: 3.95998e-06 [get_grad_eliminate_]: 3.48e-06 [virtual_output]: 4.2e-06 [merge_forward]: 3.53999e-06 [cell_reuse_recompute_pass]: 3.08e-06 [offload_activation]: 8.50001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.364e-05 [merge_recompute_call_nodes]: 1.52999e-06 [before_grad]: 7.25e-06 [set_forward_comm_id_for_comm_node_pass]: 3.14999e-06 [meta_fg_expand]: 0.00011455 [flash_sp_send_recv_attached]: 1.71998e-06 [receive_attached]: 2.53998e-06 [after_resolve]: 6.50997e-06 [a_after_grad]: 5.56998e-06 [renormalize]: 5.9983e-08 [add_forward_monad_depend]: 1.57999e-06 [auto_monad_grad]: 1.47001e-06 [auto_monad_eliminator]: 6.29001e-06 [cse]: 1.477e-05 [a_3]: 2.032e-05 [py_interpret_to_execute_after_opt_a]: 9.10999e-06 [slice_cell_reuse_recomputed_activation]: 2.20002e-06 [rewriter_after_opt_a]: 1.866e-05 [convert_after_rewriter]: 1.55999e-06 [order_py_execute_after_rewriter]: 1.35001e-06 [mutable_eliminate]: 0.0007404 [opt_b]: 0.00014187, [1] [Cycle 1]: 0.00013346, [7] [b_1]: 7.045e-05 [b_2]: 4.99e-06 [updatestate_depend_eliminate]: 6.34001e-06 [updatestate_assign_eliminate]: 1.96003e-06 [updatestate_loads_eliminate]: 1.46002e-06 [renormalize]: 6.50005e-07 [cse]: 1.52e-05 [optimize_parallel_all_gather_comm]: 1.529e-05 [overlap_param_gather]: 2.02001e-06 [cconv]: 3.075e-05 [loop_unroll]: 0.00044307 [opt_after_cconv]: 7.781e-05, [1] [Cycle 1]: 7.193e-05, [7] [c_1]: 1.368e-05 [parameter_eliminate]: 3.61999e-06 [updatestate_depend_eliminate]: 4.37e-06 [updatestate_assign_eliminate]: 1.69998e-06 [updatestate_loads_eliminate]: 1.49998e-06 [cse]: 1.555e-05 [renormalize]: 5.50004e-07 [remove_dup_value]: 1.522e-05 [tuple_transform]: 0.00011485, [1] [Cycle 1]: 0.00010997, [4] [d_1]: 8.25e-05 [none_parameter_eliminate]: 1.91e-06 [renormalize]: 2.3999e-07 [switch_simplify]: 5.26998e-06 [partial_unused_args_eliminate]: 1.85001e-06 [add_recomputation]: 3.878e-05 [cse_after_recomputation]: 2.119e-05, [1] [Cycle 1]: 1.685e-05, [1] [cse]: 1.137e-05 [environ_conv]: 4.87998e-06 [swap_dp_allreduce_reducescatter]: 3.93001e-06 [bias_add_comm_swap]: 2.71e-06 [label_micro_interleaved_index]: 3.97e-06 [label_fine_grained_interleaved_index]: 2.52001e-06 [merge_cast_opt]: 1.30999e-06 [slice_recompute_activation]: 2.09e-06 [micro_interleaved_order_control]: 2.61e-06 [assign_add_opt]: 1.44998e-06 [ForceFp32Comm]: 9.30013e-07 [remove_cast_before_assign_add]: 1.40999e-06 [full_micro_interleaved_order_control]: 2.07999e-06 [reorder_send_recv_between_fp_bp]: 2.80002e-06 [comm_op_add_attrs]: 1.40001e-06 [add_comm_op_reuse_tag]: 1.02e-06 [interleave_split_concat_branches]: 1.30999e-06 [interleave_parallel_branches]: 1.09e-06 [overlap_opt_shard_in_pipeline]: 1.22e-06 [overlap_opt_shard_grad_in_pipeline]: 1.64998e-06 [control_data_broadcast_order]: 1.075e-05 [grouped_pairwise_exchange_alltoall]: 2.00002e-06 [offloading_packed_experts]: 2.89001e-06 [overlap_recompute_and_grad_model_parallel]: 3.53999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.12999e-06 [overlap_recompute_allgather_and_fa_grad]: 1.31002e-06 [overlap_recompute_comm]: 2.17999e-06 [overlap_grad_ring_attention]: 3.26001e-06 [overlap_grad_flash_sp]: 1.704e-05 [begin_end_overlap_inline]: 5.90022e-07 [split_matmul_comm_elemetwise]: 2.22999e-06 [split_layernorm_comm]: 1.74998e-06 [handle_group_info]: 9.39996e-07 [symbol_engine_optimizer]: 6.593e-05, [1] [Cycle 1]: 6.144e-05, [6] [build]: 3.08998e-06 [elim_shapecalc]: 7.51999e-06 [elim_not_effective]: 1.009e-05 [opt_reshape]: 5.79e-06 [fold_const_symbol]: 6.64999e-06 [renormalize]: 1.90019e-07 [detach_backward]: 2.46e-06 [pipeline_parallel_scheduler]: 1.49e-06 [auto_monad_reorder]: 1.471e-05 [get_jit_bprop_graph]: 2.07999e-06 [rewriter_after_jit_bprop_graph]: 4.70001e-06 [opt_after_jit_grad]: 0.00048419 [validate]: 3.944e-05 Sums bootstrap : 0.000489s : 0.09% type_inference : 0.368577s : 68.95% event_method : 0.000244s : 0.05% auto_monad : 0.000170s : 0.03% graph_reusing : 0.000011s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000052s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000011s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000067s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000006s : 0.00% optimize.rewriter_before_opt_a : 0.000346s : 0.06% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000177s : 0.03% optimize.opt_a.loop_unroll : 0.000068s : 0.01% optimize.opt_a.a_1 : 0.001404s : 0.26% optimize.opt_a.with_stream_mark : 0.000041s : 0.01% optimize.opt_a.recompute_prepare : 0.000024s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000221s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000017s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000023s : 0.00% optimize.opt_a.shard_inline : 0.000018s : 0.00% optimize.opt_a.merge_send_recv : 0.000025s : 0.00% optimize.opt_a.auto_parallel : 0.000021s : 0.00% optimize.opt_a.parallel : 0.000029s : 0.01% optimize.opt_a.flash_sp : 0.000015s : 0.00% optimize.opt_a.merge_comm : 0.000011s : 0.00% optimize.opt_a.allreduce_fusion : 0.000010s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000037s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000020s : 0.00% optimize.opt_a.virtual_dataset : 0.000017s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000016s : 0.00% optimize.opt_a.virtual_output : 0.000016s : 0.00% optimize.opt_a.merge_forward : 0.000011s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000024s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000038s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000031s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000012s : 0.00% optimize.opt_a.meta_fg_expand : 0.001281s : 0.24% optimize.opt_a.flash_sp_send_recv_attached : 0.000006s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000049s : 0.01% optimize.opt_a.a_after_grad : 0.000055s : 0.01% optimize.opt_a.renormalize : 0.158421s : 29.63% optimize.opt_a.add_forward_monad_depend : 0.000011s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000026s : 0.00% optimize.opt_a.cse : 0.000048s : 0.01% optimize.opt_a.a_3 : 0.000070s : 0.01% optimize.py_interpret_to_execute_after_opt_a : 0.000009s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.00% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000740s : 0.14% optimize.opt_b.b_1 : 0.000070s : 0.01% optimize.opt_b.b_2 : 0.000005s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000015s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000015s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000031s : 0.01% optimize.loop_unroll : 0.000443s : 0.08% optimize.opt_after_cconv.c_1 : 0.000014s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000016s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000015s : 0.00% optimize.tuple_transform.d_1 : 0.000082s : 0.02% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000039s : 0.01% optimize.cse_after_recomputation.cse : 0.000011s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000017s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000001s : 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 : 0.000484s : 0.09% validate : 0.000039s : 0.01% Time group info: ------[substitution.] 0.000418 84 0.36% : 0.000002s : 1: substitution.elim_not_effective 1.47% : 0.000006s : 9: substitution.float_depend_g_call 0.90% : 0.000004s : 2: substitution.float_tuple_getitem_switch 0.28% : 0.000001s : 1: substitution.fold_const_symbol 1.04% : 0.000004s : 1: substitution.graph_param_transform 0.78% : 0.000003s : 2: substitution.incorporate_call 0.52% : 0.000002s : 2: substitution.incorporate_call_switch 70.19% : 0.000294s : 15: substitution.inline 4.12% : 0.000017s : 1: substitution.inline_without_move 1.84% : 0.000008s : 8: substitution.j_node_and_user_rematch 0.63% : 0.000003s : 2: substitution.minmaximum_grad 1.41% : 0.000006s : 9: substitution.partial_eliminate 1.91% : 0.000008s : 8: substitution.remove_not_recompute_node 0.54% : 0.000002s : 1: substitution.replace_applicator 0.85% : 0.000004s : 3: substitution.replace_old_param 0.51% : 0.000002s : 1: substitution.set_cell_output_no_recompute 3.79% : 0.000016s : 4: substitution.switch_simplify 1.44% : 0.000006s : 2: substitution.tuple_list_convert_item_index_to_positive 0.79% : 0.000003s : 2: substitution.tuple_list_get_item_const_eliminator 0.90% : 0.000004s : 2: substitution.tuple_list_get_item_depend_reorder 4.67% : 0.000020s : 6: substitution.tuple_list_get_item_eliminator 1.07% : 0.000004s : 2: substitution.tuple_list_get_set_item_eliminator ------[type_inference.] 0.368469 2 99.03% : 0.364879s : 1: type_inference.infer 0.97% : 0.003590s : 1: type_inference.specialize ------[replace.] 0.000170 21 60.06% : 0.000102s : 15: replace.inline 31.68% : 0.000054s : 4: replace.switch_simplify 8.26% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000306 21 93.45% : 0.000286s : 15: match.inline 4.03% : 0.000012s : 4: match.switch_simplify 2.52% : 0.000008s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000291 1805 1.12% : 0.000003s : 24: predicate.accumulaten_eliminater 0.39% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 0.55% : 0.000002s : 11: predicate.addn_check_dump 1.16% : 0.000003s : 24: predicate.addn_zero_filter 1.03% : 0.000003s : 24: predicate.adjust_all_reduce_mul_add 2.39% : 0.000007s : 35: predicate.arithmetic_simplify 1.14% : 0.000003s : 24: predicate.cast_eliminate 0.20% : 0.000001s : 2: predicate.check_bprop_eliminate 0.58% : 0.000002s : 11: predicate.compare_switch_simplify 0.04% : 0.000000s : 1: predicate.const_output_eliminate 0.51% : 0.000001s : 11: predicate.depend_value_elim 1.10% : 0.000003s : 24: predicate.dict_get_item_const_eliminator 1.28% : 0.000004s : 24: predicate.dict_get_item_eliminator 1.08% : 0.000003s : 24: predicate.dict_set_item_eliminator 0.76% : 0.000002s : 2: predicate.dumpgradient_eliminate 0.07% : 0.000000s : 1: predicate.elim_not_effective 0.14% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.16% : 0.000003s : 25: predicate.environ_add_const_eliminate 1.12% : 0.000003s : 25: predicate.environ_get_add_eliminate 1.08% : 0.000003s : 25: predicate.environ_get_depend_swap 1.63% : 0.000005s : 36: predicate.environ_get_eliminate 1.10% : 0.000003s : 25: predicate.environ_get_set_eliminate 1.93% : 0.000006s : 41: predicate.exchange_switch_depend_value 2.91% : 0.000008s : 41: predicate.float_depend_g_call 0.59% : 0.000002s : 11: predicate.float_environ_get_switch 0.64% : 0.000002s : 12: predicate.float_tuple_getitem_switch 0.03% : 0.000000s : 1: predicate.fold_const_symbol 0.72% : 0.000002s : 11: predicate.get_grad_eliminate 0.06% : 0.000000s : 1: predicate.graph_param_transform 0.53% : 0.000002s : 11: predicate.incorporate_call 0.47% : 0.000001s : 11: predicate.incorporate_call_switch 6.19% : 0.000018s : 89: predicate.inline 1.50% : 0.000004s : 16: predicate.inline_without_move 0.36% : 0.000001s : 11: predicate.j_node_and_user_rematch 1.06% : 0.000003s : 11: predicate.less_batch_normalization 1.69% : 0.000005s : 28: predicate.list_to_tuple_eliminator_ 2.43% : 0.000007s : 52: predicate.load_eliminater 0.52% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.59% : 0.000010s : 75: predicate.loop_unroll_before_grad 1.35% : 0.000004s : 26: predicate.make_slice_get_slice_eliminator 0.51% : 0.000001s : 11: predicate.merge_addn 0.26% : 0.000001s : 2: predicate.micro_step_allgather_replace 0.18% : 0.000001s : 2: predicate.mini_step_allgather_replace 1.02% : 0.000003s : 24: predicate.minmaximum_grad 0.48% : 0.000001s : 1: predicate.mutable_eliminate 0.13% : 0.000000s : 1: predicate.opt_reshape 0.14% : 0.000000s : 1: predicate.parallel_virtual_node 2.74% : 0.000008s : 41: predicate.partial_defer_inline 1.41% : 0.000004s : 27: predicate.partial_eliminate 1.06% : 0.000003s : 24: predicate.print_const_string_wrapper 0.53% : 0.000002s : 11: predicate.reduce_all_const_elim 1.38% : 0.000004s : 24: predicate.reduce_eliminate 2.33% : 0.000007s : 52: predicate.redundant_stop_gradient_eliminater 0.40% : 0.000001s : 11: predicate.remove_not_recompute_node 1.21% : 0.000004s : 28: predicate.replace_applicator 0.70% : 0.000002s : 16: predicate.replace_old_param 0.18% : 0.000001s : 1: predicate.reset_defer_inline 1.07% : 0.000003s : 24: predicate.reshape_eliminate 0.20% : 0.000001s : 2: predicate.row_tensor_add_zeros_like 0.14% : 0.000000s : 1: predicate.row_tensor_eliminate 0.34% : 0.000001s : 2: predicate.same_eliminate 0.38% : 0.000001s : 11: predicate.set_cell_output_no_recompute 0.77% : 0.000002s : 11: predicate.shard_identity_eliminate 0.28% : 0.000001s : 2: predicate.special_op_eliminate 0.61% : 0.000002s : 11: predicate.specialize_transform 0.52% : 0.000002s : 2: predicate.split_environ_get_set_with_tuple_value 1.20% : 0.000003s : 16: predicate.stack_unstack_eliminate 0.08% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.28% : 0.000007s : 41: predicate.switch_defer_inline 2.31% : 0.000007s : 43: predicate.switch_layer_defer_inline 7.83% : 0.000023s : 136: predicate.switch_simplify 1.10% : 0.000003s : 24: predicate.tile_eliminate 1.06% : 0.000003s : 24: predicate.transpose_eliminate 1.39% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.49% : 0.000004s : 26: predicate.tuple_list_get_item_const_eliminator 1.27% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 2.83% : 0.000008s : 39: predicate.tuple_list_get_item_eliminator 1.44% : 0.000004s : 26: predicate.tuple_list_get_set_item_eliminator 2.02% : 0.000006s : 37: predicate.tuple_list_set_item_eliminator 1.41% : 0.000004s : 28: predicate.tuple_to_list_eliminator_ 2.24% : 0.000007s : 52: predicate.updatestate_pure_node_eliminater 2.90% : 0.000008s : 63: predicate.updatestate_useless_node_eliminater 0.12% : 0.000000s : 1: predicate.value_based_eliminate 0.75% : 0.000002s : 11: predicate.virtual_dataset_eliminate 0.61% : 0.000002s : 11: predicate.virtual_output_eliminate 0.21% : 0.000001s : 1: predicate.virtual_view_grad_eliminate 0.29% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002362 29 59.25% : 0.001399s : 11: func_graph_cloner_run.FuncGraphClonerGraph 40.75% : 0.000962s : 18: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.869606 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.46% : 0.004025s : 1: add_attr 0.46% : 0.004012s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.00% : 0.000043s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.02% : 0.000181s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.06% : 0.000518s : 1: bootstrap 0.00% : 0.000034s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000024s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.03% : 0.000257s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 0.00% : 0.000006s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.05% : 0.000450s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.09% : 0.000749s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000012s : 1: opt.transform.mutable_eliminate 0.25% : 0.002138s : 78: opt.transform.opt_a 0.00% : 0.000012s : 1: opt.transform.opt_after_cconv 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000047s : 28: opt.transform.opt_b 0.01% : 0.000085s : 2: opt.transform.opt_trans_graph 0.00% : 0.000026s : 4: opt.transform.symbol_engine_opt 18.73% : 0.162910s : 1: opt_a 0.01% : 0.000081s : 1: opt_after_cconv 0.06% : 0.000494s : 1: opt_after_jit_grad 0.02% : 0.000145s : 1: opt_b 19.01% : 0.165325s : 1: optimize 0.00% : 0.000019s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000020s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000004s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000006s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000071s : 1: pre_auto_parallel 0.00% : 0.000009s : 1: py_interpret_to_execute 0.00% : 0.000012s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000018s : 1: remove_dup_value 18.10% : 0.157391s : 1: renormalize.infer 0.12% : 0.001015s : 1: renormalize.specialize 0.00% : 0.000007s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000022s : 1: rewriter_after_opt_a 0.04% : 0.000354s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000069s : 1: symbol_engine_optimizer 0.01% : 0.000118s : 1: tuple_transform 42.39% : 0.368607s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype1-shape1-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype1-shape1-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape0-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape0-pynative],max_mem:2.0M TotalTime = 0.366834, [21] [bootstrap]: 0.0173428 [type_inference]: 0.212673 [event_method]: 2.298e-05 [auto_monad]: 8.859e-05 [graph_reusing]: 6.86001e-06 [inline]: 2.31e-06 [add_attr]: 0.129241, [1] [add_attr_with_inline]: 0.129223, [1] [Cycle 1]: 8.898e-05, [2] [tag_attr]: 3.063e-05 [meta_addattr_fg_expand]: 6.27001e-06 [parallel-infer-symbol]: 3.6e-06 [pre_auto_parallel]: 5.083e-05 [insert-virtual-dataset]: 2.71e-06 [parallel-infer-symbol-second]: 8.59989e-07 [dataset_repeat_opt]: 2.27999e-06 [pipeline_split]: 1.89e-06 [optimize]: 0.00650155, [53] [py_interpret_to_execute]: 1.135e-05 [rewriter_before_opt_a]: 0.00022713 [opt_a]: 0.0036412, [2] [Cycle 1]: 0.00299937, [45] [expand_dump_flag]: 3.91999e-06 [switch_simplify]: 9.564e-05 [loop_unroll]: 3.108e-05 [a_1]: 0.00060809 [with_stream_mark]: 2.347e-05 [recompute_prepare]: 8.24002e-06 [updatestate_depend_eliminate]: 4.03999e-06 [updatestate_assign_eliminate]: 2.61999e-06 [updatestate_loads_eliminate]: 2.21e-06 [parameter_eliminate]: 2.74001e-06 [a_2]: 5.574e-05 [accelerated_algorithm]: 5.47001e-06 [shard]: 2.09999e-06 [meta_shard_fg_expand]: 2.16998e-06 [shard_inline]: 4.67e-06 [merge_send_recv]: 8.29002e-06 [auto_parallel]: 7.04001e-06 [parallel]: 2.711e-05 [flash_sp]: 9.66e-06 [merge_comm]: 2.92002e-06 [allreduce_fusion]: 2.33002e-06 [matmul_add_comm_reduction]: 9.52999e-06 [allreduce_slice_to_reducescatter]: 1.20001e-06 [virtual_shard_identity]: 7.42002e-06 [virtual_dataset]: 4.45999e-06 [get_grad_eliminate_]: 4.19002e-06 [virtual_output]: 5.09e-06 [merge_forward]: 4.06001e-06 [cell_reuse_recompute_pass]: 1.39e-06 [offload_activation]: 9.00999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.044e-05 [merge_recompute_call_nodes]: 1.52001e-06 [before_grad]: 7.78001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.58e-06 [meta_fg_expand]: 2.63e-06 [flash_sp_send_recv_attached]: 3.53e-06 [receive_attached]: 2.29999e-06 [after_resolve]: 9.51e-06 [a_after_grad]: 6.46e-06 [renormalize]: 0.00114414 [add_forward_monad_depend]: 9.29e-06 [auto_monad_grad]: 3.08e-06 [auto_monad_eliminator]: 1.953e-05 [cse]: 3.163e-05 [a_3]: 0.00051505 [Cycle 2]: 0.00062803, [45] [expand_dump_flag]: 3.90998e-06 [switch_simplify]: 9.02e-06 [loop_unroll]: 4.58999e-06 [a_1]: 9.041e-05 [with_stream_mark]: 2.456e-05 [recompute_prepare]: 6.09001e-06 [updatestate_depend_eliminate]: 4.02002e-06 [updatestate_assign_eliminate]: 2.31e-06 [updatestate_loads_eliminate]: 2.56e-06 [parameter_eliminate]: 2.09999e-06 [a_2]: 4.655e-05 [accelerated_algorithm]: 5.54e-06 [shard]: 2.56998e-06 [meta_shard_fg_expand]: 2.49999e-06 [shard_inline]: 5.19e-06 [merge_send_recv]: 7.6e-06 [auto_parallel]: 8.54e-06 [parallel]: 9.89001e-06 [flash_sp]: 3.71001e-06 [merge_comm]: 2.54999e-06 [allreduce_fusion]: 2.32999e-06 [matmul_add_comm_reduction]: 1.092e-05 [allreduce_slice_to_reducescatter]: 7.30011e-07 [virtual_shard_identity]: 5.91e-06 [virtual_dataset]: 1.195e-05 [get_grad_eliminate_]: 4.05e-06 [virtual_output]: 4.65999e-06 [merge_forward]: 3.25998e-06 [cell_reuse_recompute_pass]: 2.79999e-06 [offload_activation]: 7.80998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.704e-05 [merge_recompute_call_nodes]: 1.52999e-06 [before_grad]: 8.07e-06 [set_forward_comm_id_for_comm_node_pass]: 2.61999e-06 [meta_fg_expand]: 1.98002e-06 [flash_sp_send_recv_attached]: 1.88002e-06 [receive_attached]: 2.29001e-06 [after_resolve]: 1.242e-05 [a_after_grad]: 6.06998e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.21998e-06 [auto_monad_grad]: 2.58998e-06 [auto_monad_eliminator]: 9.53002e-06 [cse]: 2.682e-05 [a_3]: 2.489e-05 [py_interpret_to_execute_after_opt_a]: 1.124e-05 [slice_cell_reuse_recomputed_activation]: 2.46e-06 [rewriter_after_opt_a]: 1.92e-05 [convert_after_rewriter]: 1.35001e-06 [order_py_execute_after_rewriter]: 2.51998e-06 [mutable_eliminate]: 0.00098857 [opt_b]: 0.00018898, [1] [Cycle 1]: 0.0001797, [7] [b_1]: 9.461e-05 [b_2]: 6.71e-06 [updatestate_depend_eliminate]: 1.02e-05 [updatestate_assign_eliminate]: 2.62001e-06 [updatestate_loads_eliminate]: 1.99999e-06 [renormalize]: 6.59988e-07 [cse]: 2.674e-05 [optimize_parallel_all_gather_comm]: 2.401e-05 [overlap_param_gather]: 2.94999e-06 [cconv]: 4e-05 [loop_unroll]: 0.0006109 [opt_after_cconv]: 9.953e-05, [1] [Cycle 1]: 9.252e-05, [7] [c_1]: 2.23e-05 [parameter_eliminate]: 6.21998e-06 [updatestate_depend_eliminate]: 6.30002e-06 [updatestate_assign_eliminate]: 2.21e-06 [updatestate_loads_eliminate]: 1.50001e-06 [cse]: 1.962e-05 [renormalize]: 6.89994e-07 [remove_dup_value]: 1.67e-05 [tuple_transform]: 7.047e-05, [1] [Cycle 1]: 6.568e-05, [4] [d_1]: 3.781e-05 [none_parameter_eliminate]: 1.88997e-06 [renormalize]: 2.19996e-07 [switch_simplify]: 5.10001e-06 [partial_unused_args_eliminate]: 1.98002e-06 [add_recomputation]: 5.346e-05 [cse_after_recomputation]: 1.956e-05, [1] [Cycle 1]: 1.496e-05, [1] [cse]: 9.31e-06 [environ_conv]: 5.34e-06 [swap_dp_allreduce_reducescatter]: 5.00999e-06 [bias_add_comm_swap]: 3.61001e-06 [label_micro_interleaved_index]: 6.49999e-06 [label_fine_grained_interleaved_index]: 3.32002e-06 [merge_cast_opt]: 1.33002e-06 [slice_recompute_activation]: 2.69001e-06 [micro_interleaved_order_control]: 3.21001e-06 [assign_add_opt]: 1.50999e-06 [ForceFp32Comm]: 9.50007e-07 [remove_cast_before_assign_add]: 1.39e-06 [full_micro_interleaved_order_control]: 2.23002e-06 [reorder_send_recv_between_fp_bp]: 2.68e-06 [comm_op_add_attrs]: 1.10999e-06 [add_comm_op_reuse_tag]: 1.00001e-06 [interleave_split_concat_branches]: 1.17e-06 [interleave_parallel_branches]: 1.78002e-06 [overlap_opt_shard_in_pipeline]: 1.38002e-06 [overlap_opt_shard_grad_in_pipeline]: 1.93002e-06 [control_data_broadcast_order]: 1.298e-05 [grouped_pairwise_exchange_alltoall]: 1.99999e-06 [offloading_packed_experts]: 3.58999e-06 [overlap_recompute_and_grad_model_parallel]: 4.12e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.27e-06 [overlap_recompute_allgather_and_fa_grad]: 1.50001e-06 [overlap_recompute_comm]: 2.58e-06 [overlap_grad_ring_attention]: 3.45e-06 [overlap_grad_flash_sp]: 1.98e-05 [begin_end_overlap_inline]: 5.09986e-07 [split_matmul_comm_elemetwise]: 2.26e-06 [split_layernorm_comm]: 1.83002e-06 [handle_group_info]: 1.40001e-06 [symbol_engine_optimizer]: 0.00011142, [1] [Cycle 1]: 0.00010583, [6] [build]: 3.335e-05 [elim_shapecalc]: 1.23e-05 [elim_not_effective]: 1.182e-05 [opt_reshape]: 5.49e-06 [fold_const_symbol]: 7.16001e-06 [renormalize]: 1.60013e-07 [detach_backward]: 2.42001e-06 [pipeline_parallel_scheduler]: 1.57999e-06 [auto_monad_reorder]: 1.688e-05 [get_jit_bprop_graph]: 2.22001e-06 [rewriter_after_jit_bprop_graph]: 8.29002e-06 [opt_after_jit_grad]: 0.00061861 [validate]: 4.471e-05 Sums bootstrap : 0.017343s : 7.33% type_inference : 0.212673s : 89.92% event_method : 0.000023s : 0.01% auto_monad : 0.000089s : 0.04% graph_reusing : 0.000007s : 0.00% inline : 0.000002s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000031s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000051s : 0.02% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000011s : 0.00% optimize.rewriter_before_opt_a : 0.000227s : 0.10% optimize.opt_a.expand_dump_flag : 0.000008s : 0.00% optimize.opt_a.switch_simplify : 0.000105s : 0.04% optimize.opt_a.loop_unroll : 0.000036s : 0.02% optimize.opt_a.a_1 : 0.000699s : 0.30% optimize.opt_a.with_stream_mark : 0.000048s : 0.02% optimize.opt_a.recompute_prepare : 0.000014s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000008s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000102s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000011s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000005s : 0.00% optimize.opt_a.shard_inline : 0.000010s : 0.00% optimize.opt_a.merge_send_recv : 0.000016s : 0.01% optimize.opt_a.auto_parallel : 0.000016s : 0.01% optimize.opt_a.parallel : 0.000037s : 0.02% optimize.opt_a.flash_sp : 0.000013s : 0.01% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000020s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000002s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.01% optimize.opt_a.virtual_dataset : 0.000016s : 0.01% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000010s : 0.00% optimize.opt_a.merge_forward : 0.000007s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000017s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000027s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000005s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000022s : 0.01% optimize.opt_a.a_after_grad : 0.000013s : 0.01% optimize.opt_a.renormalize : 0.001144s : 0.48% optimize.opt_a.add_forward_monad_depend : 0.000012s : 0.00% optimize.opt_a.auto_monad_grad : 0.000006s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000029s : 0.01% optimize.opt_a.cse : 0.000058s : 0.02% optimize.opt_a.a_3 : 0.000540s : 0.23% optimize.py_interpret_to_execute_after_opt_a : 0.000011s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000019s : 0.01% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000003s : 0.00% optimize.mutable_eliminate : 0.000989s : 0.42% optimize.opt_b.b_1 : 0.000095s : 0.04% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000010s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000003s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000027s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000024s : 0.01% optimize.overlap_param_gather : 0.000003s : 0.00% optimize.cconv : 0.000040s : 0.02% optimize.loop_unroll : 0.000611s : 0.26% optimize.opt_after_cconv.c_1 : 0.000022s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000020s : 0.01% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000017s : 0.01% optimize.tuple_transform.d_1 : 0.000038s : 0.02% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000053s : 0.02% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000005s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000006s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000003s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000002s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000002s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000013s : 0.01% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000004s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000002s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000033s : 0.01% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% optimize.symbol_engine_optimizer.elim_not_effective : 0.000012s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000017s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000619s : 0.26% validate : 0.000045s : 0.02% Time group info: ------[substitution.] 0.000202 19 1.11% : 0.000002s : 1: substitution.elim_not_effective 0.48% : 0.000001s : 1: substitution.fold_const_symbol 3.13% : 0.000006s : 2: substitution.graph_param_transform 77.07% : 0.000156s : 6: substitution.inline 1.70% : 0.000003s : 2: substitution.j_node_and_user_rematch 2.50% : 0.000005s : 2: substitution.remove_not_recompute_node 3.45% : 0.000007s : 2: substitution.replace_old_param 4.51% : 0.000009s : 1: substitution.switch_simplify 6.05% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.212569 2 99.18% : 0.210819s : 1: type_inference.infer 0.82% : 0.001750s : 1: type_inference.specialize ------[replace.] 0.000088 9 53.34% : 0.000047s : 6: replace.inline 30.89% : 0.000027s : 1: replace.switch_simplify 15.78% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000172 9 88.77% : 0.000153s : 6: match.inline 4.81% : 0.000008s : 1: match.switch_simplify 6.42% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000221 912 0.88% : 0.000002s : 11: predicate.accumulaten_eliminater 0.65% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.25% : 0.000001s : 4: predicate.addn_check_dump 0.73% : 0.000002s : 11: predicate.addn_zero_filter 0.64% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 1.44% : 0.000003s : 15: predicate.arithmetic_simplify 0.74% : 0.000002s : 11: predicate.cast_eliminate 0.53% : 0.000001s : 4: predicate.check_bprop_eliminate 0.31% : 0.000001s : 4: predicate.compare_switch_simplify 0.08% : 0.000000s : 2: predicate.const_output_eliminate 0.43% : 0.000001s : 4: predicate.depend_value_elim 0.78% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 0.82% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.81% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.85% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.19% : 0.000000s : 2: predicate.elim_not_effective 0.54% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 0.94% : 0.000002s : 13: predicate.environ_add_const_eliminate 0.85% : 0.000002s : 13: predicate.environ_get_add_eliminate 0.86% : 0.000002s : 13: predicate.environ_get_depend_swap 1.19% : 0.000003s : 17: predicate.environ_get_eliminate 0.81% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.17% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.15% : 0.000005s : 19: predicate.float_depend_g_call 0.30% : 0.000001s : 4: predicate.float_environ_get_switch 0.36% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.09% : 0.000000s : 2: predicate.fold_const_symbol 0.43% : 0.000001s : 4: predicate.get_grad_eliminate 0.22% : 0.000000s : 2: predicate.graph_param_transform 0.28% : 0.000001s : 4: predicate.incorporate_call 0.22% : 0.000000s : 4: predicate.incorporate_call_switch 4.67% : 0.000010s : 42: predicate.inline 0.38% : 0.000001s : 4: predicate.inline_without_move 0.18% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.86% : 0.000002s : 4: predicate.less_batch_normalization 1.41% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 1.95% : 0.000004s : 28: predicate.load_eliminater 1.19% : 0.000003s : 2: predicate.loop_unroll_after_grad 2.19% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.12% : 0.000002s : 15: predicate.make_slice_get_slice_eliminator 0.30% : 0.000001s : 4: predicate.merge_addn 0.35% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.69% : 0.000002s : 4: predicate.mini_step_allgather_replace 0.68% : 0.000002s : 11: predicate.minmaximum_grad 1.88% : 0.000004s : 2: predicate.mutable_eliminate 0.26% : 0.000001s : 2: predicate.opt_reshape 0.52% : 0.000001s : 2: predicate.parallel_virtual_node 1.71% : 0.000004s : 19: predicate.partial_defer_inline 0.98% : 0.000002s : 15: predicate.partial_eliminate 0.84% : 0.000002s : 11: predicate.print_const_string_wrapper 0.41% : 0.000001s : 4: predicate.reduce_all_const_elim 1.11% : 0.000002s : 11: predicate.reduce_eliminate 1.97% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.40% : 0.000001s : 4: predicate.remove_not_recompute_node 1.05% : 0.000002s : 17: predicate.replace_applicator 0.44% : 0.000001s : 4: predicate.replace_old_param 0.41% : 0.000001s : 2: predicate.reset_defer_inline 0.85% : 0.000002s : 11: predicate.reshape_eliminate 0.35% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.35% : 0.000001s : 2: predicate.row_tensor_eliminate 20.35% : 0.000045s : 4: predicate.same_eliminate 0.41% : 0.000001s : 4: predicate.set_cell_output_no_recompute 0.56% : 0.000001s : 4: predicate.shard_identity_eliminate 0.57% : 0.000001s : 4: predicate.special_op_eliminate 0.35% : 0.000001s : 4: predicate.specialize_transform 0.82% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.47% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.24% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.31% : 0.000003s : 19: predicate.switch_defer_inline 2.72% : 0.000006s : 23: predicate.switch_layer_defer_inline 4.81% : 0.000011s : 62: predicate.switch_simplify 0.80% : 0.000002s : 11: predicate.tile_eliminate 0.80% : 0.000002s : 11: predicate.transpose_eliminate 1.23% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.12% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.14% : 0.000003s : 15: predicate.tuple_list_get_item_depend_reorder 2.60% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.25% : 0.000003s : 15: predicate.tuple_list_get_set_item_eliminator 1.81% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.22% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 1.67% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 1.91% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.31% : 0.000001s : 2: predicate.value_based_eliminate 0.42% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.50% : 0.000001s : 4: predicate.virtual_output_eliminate 0.15% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.45% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.006178 14 93.08% : 0.005750s : 6: func_graph_cloner_run.FuncGraphClonerGraph 6.92% : 0.000428s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.505322 192 0.00% : 0.000004s : 1: ForceFp32Comm 25.58% : 0.129247s : 1: add_attr 25.57% : 0.129228s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.01% : 0.000058s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.02% : 0.000094s : 1: auto_monad 0.00% : 0.000021s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000007s : 1: bias_add_comm_swap 3.44% : 0.017401s : 1: bootstrap 0.01% : 0.000044s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000016s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000030s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.12% : 0.000622s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000006s : 1: micro_interleaved_order_control 0.20% : 0.001005s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000018s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000024s : 1: opt.transform.mutable_eliminate 0.30% : 0.001539s : 78: opt.transform.opt_a 0.00% : 0.000021s : 1: opt.transform.opt_after_cconv 0.01% : 0.000026s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000066s : 28: opt.transform.opt_b 0.01% : 0.000040s : 2: opt.transform.opt_trans_graph 0.01% : 0.000032s : 4: opt.transform.symbol_engine_opt 0.72% : 0.003646s : 1: opt_a 0.02% : 0.000103s : 1: opt_after_cconv 0.12% : 0.000631s : 1: opt_after_jit_grad 0.04% : 0.000193s : 1: opt_b 1.29% : 0.006508s : 1: optimize 0.01% : 0.000027s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000005s : 1: order_py_execute_after_rewriter 0.00% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000006s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000055s : 1: pre_auto_parallel 0.00% : 0.000015s : 1: py_interpret_to_execute 0.00% : 0.000015s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000020s : 1: remove_dup_value 0.12% : 0.000625s : 1: renormalize.infer 0.10% : 0.000508s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000023s : 1: rewriter_after_opt_a 0.05% : 0.000233s : 1: rewriter_before_opt_a 0.00% : 0.000006s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000008s : 1: swap_dp_allreduce_reducescatter 0.02% : 0.000114s : 1: symbol_engine_optimizer 0.01% : 0.000074s : 1: tuple_transform 42.09% : 0.212695s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape0-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape0-kbk],max_mem:2.0M TotalTime = 0.226229, [21] [bootstrap]: 0.00536861 [type_inference]: 0.209788 [event_method]: 2.295e-05 [auto_monad]: 8.515e-05 [graph_reusing]: 6.64001e-06 [inline]: 2.63e-06 [add_attr]: 0.00475017, [1] [add_attr_with_inline]: 0.00473497, [1] [Cycle 1]: 7.257e-05, [2] [tag_attr]: 2.55e-05 [meta_addattr_fg_expand]: 6.48e-06 [parallel-infer-symbol]: 3.95e-06 [pre_auto_parallel]: 4.42e-05 [insert-virtual-dataset]: 2.56998e-06 [parallel-infer-symbol-second]: 7.89994e-07 [dataset_repeat_opt]: 2.79999e-06 [pipeline_split]: 1.92001e-06 [optimize]: 0.00534283, [53] [py_interpret_to_execute]: 7.53999e-06 [rewriter_before_opt_a]: 0.00021363 [opt_a]: 0.00289152, [2] [Cycle 1]: 0.00237565, [45] [expand_dump_flag]: 3.75e-06 [switch_simplify]: 8.842e-05 [loop_unroll]: 3.057e-05 [a_1]: 0.0005892 [with_stream_mark]: 1.962e-05 [recompute_prepare]: 6.71e-06 [updatestate_depend_eliminate]: 3.19001e-06 [updatestate_assign_eliminate]: 2.59999e-06 [updatestate_loads_eliminate]: 2.26e-06 [parameter_eliminate]: 1.79e-06 [a_2]: 5.345e-05 [accelerated_algorithm]: 5.37001e-06 [shard]: 2.48002e-06 [meta_shard_fg_expand]: 1.92001e-06 [shard_inline]: 4.48999e-06 [merge_send_recv]: 7.6e-06 [auto_parallel]: 6.36e-06 [parallel]: 2.753e-05 [flash_sp]: 8.33999e-06 [merge_comm]: 3.01001e-06 [allreduce_fusion]: 2.35002e-06 [matmul_add_comm_reduction]: 9.14998e-06 [allreduce_slice_to_reducescatter]: 6.69999e-07 [virtual_shard_identity]: 7.18e-06 [virtual_dataset]: 4.74002e-06 [get_grad_eliminate_]: 2.672e-05 [virtual_output]: 5.59e-06 [merge_forward]: 4.12e-06 [cell_reuse_recompute_pass]: 1.18001e-06 [offload_activation]: 9.02999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.093e-05 [merge_recompute_call_nodes]: 1.81e-06 [before_grad]: 8.57e-06 [set_forward_comm_id_for_comm_node_pass]: 2.88998e-06 [meta_fg_expand]: 3.04999e-06 [flash_sp_send_recv_attached]: 2.86e-06 [receive_attached]: 3.10002e-06 [after_resolve]: 9.51e-06 [a_after_grad]: 7.16001e-06 [renormalize]: 0.00104298 [add_forward_monad_depend]: 7.61999e-06 [auto_monad_grad]: 2.49001e-06 [auto_monad_eliminator]: 1.654e-05 [cse]: 2.883e-05 [a_3]: 3.81e-05 [Cycle 2]: 0.00050287, [45] [expand_dump_flag]: 2.49001e-06 [switch_simplify]: 6.51999e-06 [loop_unroll]: 3.99002e-06 [a_1]: 7.055e-05 [with_stream_mark]: 1.428e-05 [recompute_prepare]: 4.23999e-06 [updatestate_depend_eliminate]: 2.21e-06 [updatestate_assign_eliminate]: 1.82001e-06 [updatestate_loads_eliminate]: 2.13002e-06 [parameter_eliminate]: 1.50999e-06 [a_2]: 4.441e-05 [accelerated_algorithm]: 4.07998e-06 [shard]: 2.01998e-06 [meta_shard_fg_expand]: 1.02e-06 [shard_inline]: 3.65998e-06 [merge_send_recv]: 5.77999e-06 [auto_parallel]: 5.91e-06 [parallel]: 6.79999e-06 [flash_sp]: 3.63999e-06 [merge_comm]: 2.47001e-06 [allreduce_fusion]: 2.23002e-06 [matmul_add_comm_reduction]: 6.48e-06 [allreduce_slice_to_reducescatter]: 6.29982e-07 [virtual_shard_identity]: 5.32001e-06 [virtual_dataset]: 4.65001e-06 [get_grad_eliminate_]: 3.92002e-06 [virtual_output]: 3.85e-06 [merge_forward]: 2.63e-06 [cell_reuse_recompute_pass]: 2.09999e-06 [offload_activation]: 6.94999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.149e-05 [merge_recompute_call_nodes]: 9.89996e-07 [before_grad]: 7.61999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.41998e-06 [meta_fg_expand]: 1.64e-06 [flash_sp_send_recv_attached]: 1.57001e-06 [receive_attached]: 1.97001e-06 [after_resolve]: 8.46002e-06 [a_after_grad]: 6.19999e-06 [renormalize]: 5.00004e-08 [add_forward_monad_depend]: 1.35001e-06 [auto_monad_grad]: 8.59989e-07 [auto_monad_eliminator]: 5.09e-06 [cse]: 1.299e-05 [a_3]: 2.26e-05 [py_interpret_to_execute_after_opt_a]: 6.67002e-06 [slice_cell_reuse_recomputed_activation]: 1.77001e-06 [rewriter_after_opt_a]: 1.596e-05 [convert_after_rewriter]: 1.25001e-06 [order_py_execute_after_rewriter]: 1.92999e-06 [mutable_eliminate]: 0.00081896 [opt_b]: 0.00016673, [1] [Cycle 1]: 0.00015846, [7] [b_1]: 8.269e-05 [b_2]: 6.21998e-06 [updatestate_depend_eliminate]: 9.13002e-06 [updatestate_assign_eliminate]: 1.90001e-06 [updatestate_loads_eliminate]: 1.43002e-06 [renormalize]: 6.10016e-07 [cse]: 2.284e-05 [optimize_parallel_all_gather_comm]: 1.871e-05 [overlap_param_gather]: 1.82001e-06 [cconv]: 3.351e-05 [loop_unroll]: 0.00053013 [opt_after_cconv]: 9.29e-05, [1] [Cycle 1]: 8.638e-05, [7] [c_1]: 1.974e-05 [parameter_eliminate]: 5.49e-06 [updatestate_depend_eliminate]: 5.55001e-06 [updatestate_assign_eliminate]: 1.62999e-06 [updatestate_loads_eliminate]: 1.50001e-06 [cse]: 1.86e-05 [renormalize]: 4.69998e-07 [remove_dup_value]: 1.445e-05 [tuple_transform]: 6.009e-05, [1] [Cycle 1]: 5.581e-05, [4] [d_1]: 3.018e-05 [none_parameter_eliminate]: 1.74998e-06 [renormalize]: 1.80007e-07 [switch_simplify]: 4.95999e-06 [partial_unused_args_eliminate]: 2.02999e-06 [add_recomputation]: 3.972e-05 [cse_after_recomputation]: 1.889e-05, [1] [Cycle 1]: 1.433e-05, [1] [cse]: 8.50999e-06 [environ_conv]: 4.94e-06 [swap_dp_allreduce_reducescatter]: 4.18999e-06 [bias_add_comm_swap]: 3.06001e-06 [label_micro_interleaved_index]: 5.31998e-06 [label_fine_grained_interleaved_index]: 2.85002e-06 [merge_cast_opt]: 1.76003e-06 [slice_recompute_activation]: 2.03002e-06 [micro_interleaved_order_control]: 2.65002e-06 [assign_add_opt]: 1.17999e-06 [ForceFp32Comm]: 7.59988e-07 [remove_cast_before_assign_add]: 1.49e-06 [full_micro_interleaved_order_control]: 2.27001e-06 [reorder_send_recv_between_fp_bp]: 2.54001e-06 [comm_op_add_attrs]: 1.32999e-06 [add_comm_op_reuse_tag]: 9.79984e-07 [interleave_split_concat_branches]: 1.12e-06 [interleave_parallel_branches]: 1.09e-06 [overlap_opt_shard_in_pipeline]: 1.36998e-06 [overlap_opt_shard_grad_in_pipeline]: 1.87999e-06 [control_data_broadcast_order]: 1.18e-05 [grouped_pairwise_exchange_alltoall]: 1.71e-06 [offloading_packed_experts]: 2.72001e-06 [overlap_recompute_and_grad_model_parallel]: 4.15e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.49e-06 [overlap_recompute_allgather_and_fa_grad]: 1.39e-06 [overlap_recompute_comm]: 2.48e-06 [overlap_grad_ring_attention]: 4.07e-06 [overlap_grad_flash_sp]: 1.834e-05 [begin_end_overlap_inline]: 4.89992e-07 [split_matmul_comm_elemetwise]: 2.21e-06 [split_layernorm_comm]: 1.96e-06 [handle_group_info]: 1.33002e-06 [symbol_engine_optimizer]: 6.812e-05, [1] [Cycle 1]: 6.368e-05, [6] [build]: 4.58001e-06 [elim_shapecalc]: 8.08001e-06 [elim_not_effective]: 9.23002e-06 [opt_reshape]: 5.29998e-06 [fold_const_symbol]: 7.00998e-06 [renormalize]: 1.69995e-07 [detach_backward]: 2.40002e-06 [pipeline_parallel_scheduler]: 1.55999e-06 [auto_monad_reorder]: 1.586e-05 [get_jit_bprop_graph]: 2.02001e-06 [rewriter_after_jit_bprop_graph]: 5.85002e-06 [opt_after_jit_grad]: 0.00055163 [validate]: 4.115e-05 Sums bootstrap : 0.005369s : 2.43% type_inference : 0.209788s : 95.15% event_method : 0.000023s : 0.01% auto_monad : 0.000085s : 0.04% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000025s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000044s : 0.02% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000003s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000008s : 0.00% optimize.rewriter_before_opt_a : 0.000214s : 0.10% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000095s : 0.04% optimize.opt_a.loop_unroll : 0.000035s : 0.02% optimize.opt_a.a_1 : 0.000660s : 0.30% optimize.opt_a.with_stream_mark : 0.000034s : 0.02% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000004s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000003s : 0.00% optimize.opt_a.a_2 : 0.000098s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000009s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000008s : 0.00% optimize.opt_a.merge_send_recv : 0.000013s : 0.01% optimize.opt_a.auto_parallel : 0.000012s : 0.01% optimize.opt_a.parallel : 0.000034s : 0.02% optimize.opt_a.flash_sp : 0.000012s : 0.01% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.01% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000031s : 0.01% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000007s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000016s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000022s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000018s : 0.01% optimize.opt_a.a_after_grad : 0.000013s : 0.01% optimize.opt_a.renormalize : 0.001043s : 0.47% optimize.opt_a.add_forward_monad_depend : 0.000009s : 0.00% optimize.opt_a.auto_monad_grad : 0.000003s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000022s : 0.01% optimize.opt_a.cse : 0.000042s : 0.02% optimize.opt_a.a_3 : 0.000061s : 0.03% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000016s : 0.01% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000002s : 0.00% optimize.mutable_eliminate : 0.000819s : 0.37% optimize.opt_b.b_1 : 0.000083s : 0.04% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000009s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000023s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000019s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000034s : 0.02% optimize.loop_unroll : 0.000530s : 0.24% optimize.opt_after_cconv.c_1 : 0.000020s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000019s : 0.01% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000014s : 0.01% optimize.tuple_transform.d_1 : 0.000030s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000040s : 0.02% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.01% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000018s : 0.01% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000005s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000552s : 0.25% validate : 0.000041s : 0.02% Time group info: ------[substitution.] 0.000187 19 0.81% : 0.000002s : 1: substitution.elim_not_effective 0.80% : 0.000001s : 1: substitution.fold_const_symbol 2.66% : 0.000005s : 2: substitution.graph_param_transform 77.42% : 0.000144s : 6: substitution.inline 2.19% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.29% : 0.000004s : 2: substitution.remove_not_recompute_node 2.79% : 0.000005s : 2: substitution.replace_old_param 4.84% : 0.000009s : 1: substitution.switch_simplify 6.19% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.209705 2 99.26% : 0.208156s : 1: type_inference.infer 0.74% : 0.001549s : 1: type_inference.specialize ------[replace.] 0.000080 9 55.50% : 0.000045s : 6: replace.inline 26.31% : 0.000021s : 1: replace.switch_simplify 18.19% : 0.000015s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000160 9 88.46% : 0.000141s : 6: match.inline 4.98% : 0.000008s : 1: match.switch_simplify 6.56% : 0.000010s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000165 912 1.14% : 0.000002s : 11: predicate.accumulaten_eliminater 1.00% : 0.000002s : 2: predicate.ad_related_special_op_eliminate 0.38% : 0.000001s : 4: predicate.addn_check_dump 1.01% : 0.000002s : 11: predicate.addn_zero_filter 0.94% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 1.97% : 0.000003s : 15: predicate.arithmetic_simplify 0.98% : 0.000002s : 11: predicate.cast_eliminate 0.50% : 0.000001s : 4: predicate.check_bprop_eliminate 0.36% : 0.000001s : 4: predicate.compare_switch_simplify 0.11% : 0.000000s : 2: predicate.const_output_eliminate 0.50% : 0.000001s : 4: predicate.depend_value_elim 1.03% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.06% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.99% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.35% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.24% : 0.000000s : 2: predicate.elim_not_effective 0.62% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.21% : 0.000002s : 13: predicate.environ_add_const_eliminate 0.99% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.10% : 0.000002s : 13: predicate.environ_get_depend_swap 1.54% : 0.000003s : 17: predicate.environ_get_eliminate 1.04% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.60% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.78% : 0.000005s : 19: predicate.float_depend_g_call 0.38% : 0.000001s : 4: predicate.float_environ_get_switch 0.46% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.11% : 0.000000s : 2: predicate.fold_const_symbol 0.73% : 0.000001s : 4: predicate.get_grad_eliminate 0.25% : 0.000000s : 2: predicate.graph_param_transform 0.32% : 0.000001s : 4: predicate.incorporate_call 0.31% : 0.000001s : 4: predicate.incorporate_call_switch 6.29% : 0.000010s : 42: predicate.inline 0.53% : 0.000001s : 4: predicate.inline_without_move 0.23% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.69% : 0.000001s : 4: predicate.less_batch_normalization 1.63% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.30% : 0.000004s : 28: predicate.load_eliminater 2.05% : 0.000003s : 2: predicate.loop_unroll_after_grad 2.92% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.75% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.27% : 0.000000s : 4: predicate.merge_addn 0.33% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.36% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.90% : 0.000001s : 11: predicate.minmaximum_grad 1.84% : 0.000003s : 2: predicate.mutable_eliminate 0.26% : 0.000000s : 2: predicate.opt_reshape 0.32% : 0.000001s : 2: predicate.parallel_virtual_node 2.13% : 0.000004s : 19: predicate.partial_defer_inline 1.39% : 0.000002s : 15: predicate.partial_eliminate 0.97% : 0.000002s : 11: predicate.print_const_string_wrapper 0.36% : 0.000001s : 4: predicate.reduce_all_const_elim 1.57% : 0.000003s : 11: predicate.reduce_eliminate 2.39% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.44% : 0.000001s : 4: predicate.remove_not_recompute_node 1.60% : 0.000003s : 17: predicate.replace_applicator 0.41% : 0.000001s : 4: predicate.replace_old_param 0.33% : 0.000001s : 2: predicate.reset_defer_inline 1.09% : 0.000002s : 11: predicate.reshape_eliminate 0.35% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.26% : 0.000000s : 2: predicate.row_tensor_eliminate 0.90% : 0.000001s : 4: predicate.same_eliminate 0.39% : 0.000001s : 4: predicate.set_cell_output_no_recompute 0.84% : 0.000001s : 4: predicate.shard_identity_eliminate 0.50% : 0.000001s : 4: predicate.special_op_eliminate 0.43% : 0.000001s : 4: predicate.specialize_transform 1.07% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.46% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.30% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.75% : 0.000003s : 19: predicate.switch_defer_inline 2.13% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.54% : 0.000011s : 62: predicate.switch_simplify 1.08% : 0.000002s : 11: predicate.tile_eliminate 0.94% : 0.000002s : 11: predicate.transpose_eliminate 1.33% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.30% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.50% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.15% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.43% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.11% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.86% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.31% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.64% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.29% : 0.000000s : 2: predicate.value_based_eliminate 0.52% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.64% : 0.000001s : 4: predicate.virtual_output_eliminate 0.21% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.39% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004516 14 90.46% : 0.004086s : 6: func_graph_cloner_run.FuncGraphClonerGraph 9.54% : 0.000431s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.238430 192 0.00% : 0.000004s : 1: ForceFp32Comm 2.00% : 0.004757s : 1: add_attr 1.99% : 0.004740s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.02% : 0.000044s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.04% : 0.000091s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000004s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 2.27% : 0.005415s : 1: bootstrap 0.02% : 0.000037s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.01% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000022s : 1: cse_after_recomputation 0.00% : 0.000006s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000029s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000009s : 1: label_micro_interleaved_index 0.23% : 0.000540s : 1: loop_unroll 0.00% : 0.000005s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.35% : 0.000830s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.01% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000019s : 1: opt.transform.mutable_eliminate 0.43% : 0.001023s : 78: opt.transform.opt_a 0.01% : 0.000019s : 1: opt.transform.opt_after_cconv 0.01% : 0.000022s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000059s : 28: opt.transform.opt_b 0.01% : 0.000033s : 2: opt.transform.opt_trans_graph 0.01% : 0.000026s : 4: opt.transform.symbol_engine_opt 1.21% : 0.002896s : 1: opt_a 0.04% : 0.000097s : 1: opt_after_cconv 0.24% : 0.000562s : 1: opt_after_jit_grad 0.07% : 0.000171s : 1: opt_b 2.24% : 0.005349s : 1: optimize 0.01% : 0.000022s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000005s : 1: order_py_execute_after_rewriter 0.01% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000004s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.02% : 0.000049s : 1: pre_auto_parallel 0.00% : 0.000011s : 1: py_interpret_to_execute 0.00% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000018s : 1: remove_dup_value 0.22% : 0.000531s : 1: renormalize.infer 0.21% : 0.000502s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000020s : 1: rewriter_after_opt_a 0.09% : 0.000221s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.03% : 0.000071s : 1: symbol_engine_optimizer 0.03% : 0.000063s : 1: tuple_transform 88.00% : 0.209815s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape0-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape0-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape1-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape1-pynative],max_mem:2.0M TotalTime = 0.307739, [21] [bootstrap]: 0.00074934 [type_inference]: 0.296013 [event_method]: 3.126e-05 [auto_monad]: 0.00011867 [graph_reusing]: 6.61e-06 [inline]: 3.40998e-06 [add_attr]: 0.00482221, [1] [add_attr_with_inline]: 0.00480684, [1] [Cycle 1]: 7.966e-05, [2] [tag_attr]: 2.862e-05 [meta_addattr_fg_expand]: 6.46e-06 [parallel-infer-symbol]: 4.38001e-06 [pre_auto_parallel]: 4.855e-05 [insert-virtual-dataset]: 2.48e-06 [parallel-infer-symbol-second]: 8.70001e-07 [dataset_repeat_opt]: 1.94e-06 [pipeline_split]: 1.88002e-06 [optimize]: 0.00516632, [53] [py_interpret_to_execute]: 7.77e-06 [rewriter_before_opt_a]: 0.00020921 [opt_a]: 0.00288058, [2] [Cycle 1]: 0.00230417, [45] [expand_dump_flag]: 3.58e-06 [switch_simplify]: 8.869e-05 [loop_unroll]: 3.08e-05 [a_1]: 0.00063639 [with_stream_mark]: 2.126e-05 [recompute_prepare]: 8.84e-06 [updatestate_depend_eliminate]: 3.48999e-06 [updatestate_assign_eliminate]: 2.46e-06 [updatestate_loads_eliminate]: 2.31e-06 [parameter_eliminate]: 2.22001e-06 [a_2]: 5.384e-05 [accelerated_algorithm]: 4.79e-06 [shard]: 2.73e-06 [meta_shard_fg_expand]: 2.10002e-06 [shard_inline]: 4.70999e-06 [merge_send_recv]: 8.52998e-06 [auto_parallel]: 6.34001e-06 [parallel]: 2.63e-05 [flash_sp]: 1.054e-05 [merge_comm]: 2.51e-06 [allreduce_fusion]: 2.88e-06 [matmul_add_comm_reduction]: 9.59e-06 [allreduce_slice_to_reducescatter]: 7.30011e-07 [virtual_shard_identity]: 8.15999e-06 [virtual_dataset]: 4.47e-06 [get_grad_eliminate_]: 4.26001e-06 [virtual_output]: 4.53001e-06 [merge_forward]: 3.58e-06 [cell_reuse_recompute_pass]: 1.34e-06 [offload_activation]: 9.73002e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.31e-06 [merge_recompute_call_nodes]: 1.48002e-06 [before_grad]: 7.7e-06 [set_forward_comm_id_for_comm_node_pass]: 3.3e-06 [meta_fg_expand]: 2.88e-06 [flash_sp_send_recv_attached]: 3.03e-06 [receive_attached]: 2.95002e-06 [after_resolve]: 8.99e-06 [a_after_grad]: 7.19001e-06 [renormalize]: 0.00094812 [add_forward_monad_depend]: 6.01e-06 [auto_monad_grad]: 2.66999e-06 [auto_monad_eliminator]: 1.367e-05 [cse]: 2.571e-05 [a_3]: 3.923e-05 [Cycle 2]: 0.00056387, [45] [expand_dump_flag]: 1.81998e-06 [switch_simplify]: 5.57001e-06 [loop_unroll]: 4.46002e-06 [a_1]: 0.00010208 [with_stream_mark]: 1.388e-05 [recompute_prepare]: 4.94998e-06 [updatestate_depend_eliminate]: 2.57001e-06 [updatestate_assign_eliminate]: 2.06e-06 [updatestate_loads_eliminate]: 2.05002e-06 [parameter_eliminate]: 2.31e-06 [a_2]: 4.382e-05 [accelerated_algorithm]: 4.64998e-06 [shard]: 1.64998e-06 [meta_shard_fg_expand]: 1.54998e-06 [shard_inline]: 4.18999e-06 [merge_send_recv]: 5.17999e-06 [auto_parallel]: 6.24999e-06 [parallel]: 7.17002e-06 [flash_sp]: 3.82998e-06 [merge_comm]: 2.51e-06 [allreduce_fusion]: 2.41998e-06 [matmul_add_comm_reduction]: 6.12999e-06 [allreduce_slice_to_reducescatter]: 6.59988e-07 [virtual_shard_identity]: 1e-05 [virtual_dataset]: 4.30999e-06 [get_grad_eliminate_]: 3.78999e-06 [virtual_output]: 3.78999e-06 [merge_forward]: 2.65997e-06 [cell_reuse_recompute_pass]: 2.37999e-06 [offload_activation]: 6.58998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.376e-05 [merge_recompute_call_nodes]: 9.09989e-07 [before_grad]: 7.39002e-06 [set_forward_comm_id_for_comm_node_pass]: 3.51999e-06 [meta_fg_expand]: 1.91e-06 [flash_sp_send_recv_attached]: 1.14998e-06 [receive_attached]: 1.80001e-06 [after_resolve]: 7.66999e-06 [a_after_grad]: 6.01e-06 [renormalize]: 7.00238e-08 [add_forward_monad_depend]: 1.47999e-06 [auto_monad_grad]: 1.72999e-06 [auto_monad_eliminator]: 4.94003e-06 [cse]: 1.267e-05 [a_3]: 2.249e-05 [py_interpret_to_execute_after_opt_a]: 6.78e-06 [slice_cell_reuse_recomputed_activation]: 1.80001e-06 [rewriter_after_opt_a]: 1.43e-05 [convert_after_rewriter]: 1.34e-06 [order_py_execute_after_rewriter]: 1.10999e-06 [mutable_eliminate]: 0.00067548 [opt_b]: 0.0002099, [1] [Cycle 1]: 0.00020217, [7] [b_1]: 7.819e-05 [b_2]: 3.78e-05 [updatestate_depend_eliminate]: 5.91998e-06 [updatestate_assign_eliminate]: 1.79998e-06 [updatestate_loads_eliminate]: 1.74998e-06 [renormalize]: 6.79982e-07 [cse]: 1.692e-05 [optimize_parallel_all_gather_comm]: 1.612e-05 [overlap_param_gather]: 1.85001e-06 [cconv]: 3.146e-05 [loop_unroll]: 0.00044956 [opt_after_cconv]: 8.082e-05, [1] [Cycle 1]: 7.528e-05, [7] [c_1]: 1.912e-05 [parameter_eliminate]: 3.53e-06 [updatestate_depend_eliminate]: 4.85001e-06 [updatestate_assign_eliminate]: 1.69e-06 [updatestate_loads_eliminate]: 1.40001e-06 [cse]: 1.386e-05 [renormalize]: 3.69997e-07 [remove_dup_value]: 1.305e-05 [tuple_transform]: 5.813e-05, [1] [Cycle 1]: 5.378e-05, [4] [d_1]: 2.942e-05 [none_parameter_eliminate]: 1.49e-06 [renormalize]: 2.00002e-07 [switch_simplify]: 4.94e-06 [partial_unused_args_eliminate]: 1.71e-06 [add_recomputation]: 7.369e-05 [cse_after_recomputation]: 1.965e-05, [1] [Cycle 1]: 1.517e-05, [1] [cse]: 9.34e-06 [environ_conv]: 5.29e-06 [swap_dp_allreduce_reducescatter]: 4.35e-06 [bias_add_comm_swap]: 3.46999e-06 [label_micro_interleaved_index]: 4.60999e-06 [label_fine_grained_interleaved_index]: 2.49999e-06 [merge_cast_opt]: 1.29e-06 [slice_recompute_activation]: 2.22001e-06 [micro_interleaved_order_control]: 2.62001e-06 [assign_add_opt]: 1.13001e-06 [ForceFp32Comm]: 8.50006e-07 [remove_cast_before_assign_add]: 1.10001e-06 [full_micro_interleaved_order_control]: 2.31e-06 [reorder_send_recv_between_fp_bp]: 2.58e-06 [comm_op_add_attrs]: 1.10999e-06 [add_comm_op_reuse_tag]: 9.70002e-07 [interleave_split_concat_branches]: 1.49e-06 [interleave_parallel_branches]: 1.14e-06 [overlap_opt_shard_in_pipeline]: 1.25999e-06 [overlap_opt_shard_grad_in_pipeline]: 1.87001e-06 [control_data_broadcast_order]: 1.006e-05 [grouped_pairwise_exchange_alltoall]: 1.50999e-06 [offloading_packed_experts]: 3.38e-06 [overlap_recompute_and_grad_model_parallel]: 4.35e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.18001e-06 [overlap_recompute_allgather_and_fa_grad]: 1.34e-06 [overlap_recompute_comm]: 2.32999e-06 [overlap_grad_ring_attention]: 3.38e-06 [overlap_grad_flash_sp]: 1.89e-05 [begin_end_overlap_inline]: 5.3001e-07 [split_matmul_comm_elemetwise]: 1.97999e-06 [split_layernorm_comm]: 1.99999e-06 [handle_group_info]: 1.20001e-06 [symbol_engine_optimizer]: 9.092e-05, [1] [Cycle 1]: 8.664e-05, [6] [build]: 2.087e-05 [elim_shapecalc]: 1.061e-05 [elim_not_effective]: 9.62001e-06 [opt_reshape]: 6.13002e-06 [fold_const_symbol]: 7.53999e-06 [renormalize]: 1.50001e-07 [detach_backward]: 2.12001e-06 [pipeline_parallel_scheduler]: 1.83002e-06 [auto_monad_reorder]: 1.561e-05 [get_jit_bprop_graph]: 2.24001e-06 [rewriter_after_jit_bprop_graph]: 6.25002e-06 [opt_after_jit_grad]: 0.00049497 [validate]: 3.793e-05 Sums bootstrap : 0.000749s : 0.25% type_inference : 0.296013s : 98.05% event_method : 0.000031s : 0.01% auto_monad : 0.000119s : 0.04% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000029s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000049s : 0.02% insert-virtual-dataset : 0.000002s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000008s : 0.00% optimize.rewriter_before_opt_a : 0.000209s : 0.07% optimize.opt_a.expand_dump_flag : 0.000005s : 0.00% optimize.opt_a.switch_simplify : 0.000094s : 0.03% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000738s : 0.24% optimize.opt_a.with_stream_mark : 0.000035s : 0.01% optimize.opt_a.recompute_prepare : 0.000014s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000098s : 0.03% optimize.opt_a.accelerated_algorithm : 0.000009s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000004s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000014s : 0.00% optimize.opt_a.auto_parallel : 0.000013s : 0.00% optimize.opt_a.parallel : 0.000033s : 0.01% optimize.opt_a.flash_sp : 0.000014s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000018s : 0.01% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000016s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000002s : 0.00% optimize.opt_a.before_grad : 0.000015s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000007s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000017s : 0.01% optimize.opt_a.a_after_grad : 0.000013s : 0.00% optimize.opt_a.renormalize : 0.000948s : 0.31% optimize.opt_a.add_forward_monad_depend : 0.000007s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000019s : 0.01% optimize.opt_a.cse : 0.000038s : 0.01% optimize.opt_a.a_3 : 0.000062s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000014s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000675s : 0.22% optimize.opt_b.b_1 : 0.000078s : 0.03% optimize.opt_b.b_2 : 0.000038s : 0.01% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000017s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000016s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000031s : 0.01% optimize.loop_unroll : 0.000450s : 0.15% optimize.opt_after_cconv.c_1 : 0.000019s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000014s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000013s : 0.00% optimize.tuple_transform.d_1 : 0.000029s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000001s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000074s : 0.02% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000002s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000010s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000021s : 0.01% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000495s : 0.16% validate : 0.000038s : 0.01% Time group info: ------[substitution.] 0.000218 19 0.67% : 0.000001s : 1: substitution.elim_not_effective 0.65% : 0.000001s : 1: substitution.fold_const_symbol 2.03% : 0.000004s : 2: substitution.graph_param_transform 81.83% : 0.000179s : 6: substitution.inline 1.48% : 0.000003s : 2: substitution.j_node_and_user_rematch 2.16% : 0.000005s : 2: substitution.remove_not_recompute_node 1.67% : 0.000004s : 2: substitution.replace_old_param 3.75% : 0.000008s : 1: substitution.switch_simplify 5.76% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.154978 2 98.71% : 0.152971s : 1: type_inference.infer 1.29% : 0.002007s : 1: type_inference.specialize ------[replace.] 0.000090 9 54.54% : 0.000049s : 6: replace.inline 27.34% : 0.000025s : 1: replace.switch_simplify 18.12% : 0.000016s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000194 9 90.30% : 0.000175s : 6: match.inline 3.83% : 0.000007s : 1: match.switch_simplify 5.87% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000159 912 0.96% : 0.000002s : 11: predicate.accumulaten_eliminater 0.83% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.31% : 0.000000s : 4: predicate.addn_check_dump 1.01% : 0.000002s : 11: predicate.addn_zero_filter 0.87% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 2.28% : 0.000004s : 15: predicate.arithmetic_simplify 1.15% : 0.000002s : 11: predicate.cast_eliminate 0.42% : 0.000001s : 4: predicate.check_bprop_eliminate 0.28% : 0.000000s : 4: predicate.compare_switch_simplify 0.12% : 0.000000s : 2: predicate.const_output_eliminate 0.43% : 0.000001s : 4: predicate.depend_value_elim 1.07% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.15% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.17% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.91% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.16% : 0.000000s : 2: predicate.elim_not_effective 0.69% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.12% : 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 1.62% : 0.000003s : 17: predicate.environ_get_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.67% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.82% : 0.000004s : 19: predicate.float_depend_g_call 0.34% : 0.000001s : 4: predicate.float_environ_get_switch 0.54% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.14% : 0.000000s : 2: predicate.fold_const_symbol 0.48% : 0.000001s : 4: predicate.get_grad_eliminate 0.16% : 0.000000s : 2: predicate.graph_param_transform 0.36% : 0.000001s : 4: predicate.incorporate_call 0.31% : 0.000000s : 4: predicate.incorporate_call_switch 6.00% : 0.000010s : 42: predicate.inline 0.70% : 0.000001s : 4: predicate.inline_without_move 0.25% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.90% : 0.000001s : 4: predicate.less_batch_normalization 1.84% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.48% : 0.000004s : 28: predicate.load_eliminater 1.05% : 0.000002s : 2: predicate.loop_unroll_after_grad 2.98% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.53% : 0.000002s : 15: predicate.make_slice_get_slice_eliminator 0.32% : 0.000001s : 4: predicate.merge_addn 0.56% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.46% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.91% : 0.000001s : 11: predicate.minmaximum_grad 1.37% : 0.000002s : 2: predicate.mutable_eliminate 0.30% : 0.000000s : 2: predicate.opt_reshape 0.40% : 0.000001s : 2: predicate.parallel_virtual_node 2.11% : 0.000003s : 19: predicate.partial_defer_inline 1.40% : 0.000002s : 15: predicate.partial_eliminate 0.99% : 0.000002s : 11: predicate.print_const_string_wrapper 0.37% : 0.000001s : 4: predicate.reduce_all_const_elim 1.72% : 0.000003s : 11: predicate.reduce_eliminate 2.47% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000001s : 4: predicate.remove_not_recompute_node 1.33% : 0.000002s : 17: predicate.replace_applicator 0.42% : 0.000001s : 4: predicate.replace_old_param 0.21% : 0.000000s : 2: predicate.reset_defer_inline 1.19% : 0.000002s : 11: predicate.reshape_eliminate 0.38% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.37% : 0.000001s : 2: predicate.row_tensor_eliminate 0.66% : 0.000001s : 4: predicate.same_eliminate 0.28% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.58% : 0.000001s : 4: predicate.shard_identity_eliminate 0.47% : 0.000001s : 4: predicate.special_op_eliminate 0.45% : 0.000001s : 4: predicate.specialize_transform 0.93% : 0.000001s : 4: predicate.split_environ_get_set_with_tuple_value 0.67% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.23% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.84% : 0.000003s : 19: predicate.switch_defer_inline 2.14% : 0.000003s : 23: predicate.switch_layer_defer_inline 6.34% : 0.000010s : 62: predicate.switch_simplify 1.15% : 0.000002s : 11: predicate.tile_eliminate 0.99% : 0.000002s : 11: predicate.transpose_eliminate 1.45% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.53% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.57% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.41% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.33% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.79% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.89% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.43% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.87% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.23% : 0.000000s : 2: predicate.value_based_eliminate 0.52% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.50% : 0.000001s : 4: predicate.virtual_output_eliminate 0.25% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.38% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001023 14 57.36% : 0.000587s : 6: func_graph_cloner_run.FuncGraphClonerGraph 42.64% : 0.000436s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.319784 192 0.00% : 0.000003s : 1: ForceFp32Comm 1.51% : 0.004831s : 1: add_attr 1.50% : 0.004811s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.02% : 0.000078s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.04% : 0.000124s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.25% : 0.000784s : 1: bootstrap 0.01% : 0.000035s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000013s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000023s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000039s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.14% : 0.000458s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.21% : 0.000685s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000013s : 1: opt.transform.mutable_eliminate 0.34% : 0.001085s : 78: opt.transform.opt_a 0.01% : 0.000018s : 1: opt.transform.opt_after_cconv 0.01% : 0.000020s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000058s : 28: opt.transform.opt_b 0.01% : 0.000032s : 2: opt.transform.opt_trans_graph 0.01% : 0.000030s : 4: opt.transform.symbol_engine_opt 0.90% : 0.002885s : 1: opt_a 0.03% : 0.000084s : 1: opt_after_cconv 0.16% : 0.000505s : 1: opt_after_jit_grad 0.07% : 0.000214s : 1: opt_b 1.62% : 0.005172s : 1: optimize 0.01% : 0.000020s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000022s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.02% : 0.000053s : 1: pre_auto_parallel 0.00% : 0.000011s : 1: py_interpret_to_execute 0.00% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000017s : 1: remove_dup_value 0.16% : 0.000503s : 1: renormalize.infer 0.14% : 0.000436s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000018s : 1: rewriter_after_opt_a 0.07% : 0.000215s : 1: rewriter_before_opt_a 0.00% : 0.000004s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.03% : 0.000094s : 1: symbol_engine_optimizer 0.02% : 0.000061s : 1: tuple_transform 92.58% : 0.296056s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape1-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape1-kbk],max_mem:2.0M TotalTime = 0.286077, [21] [bootstrap]: 0.105123 [type_inference]: 0.169188 [event_method]: 2.411e-05 [auto_monad]: 8.36e-05 [graph_reusing]: 6.71999e-06 [inline]: 2.61e-06 [add_attr]: 0.00456469, [1] [add_attr_with_inline]: 0.00454808, [1] [Cycle 1]: 7.73e-05, [2] [tag_attr]: 2.665e-05 [meta_addattr_fg_expand]: 6.19001e-06 [parallel-infer-symbol]: 4.85001e-06 [pre_auto_parallel]: 4.914e-05 [insert-virtual-dataset]: 2.62001e-06 [parallel-infer-symbol-second]: 7.29982e-07 [dataset_repeat_opt]: 2.64001e-06 [pipeline_split]: 1.98002e-06 [optimize]: 0.00611447, [53] [py_interpret_to_execute]: 8.54e-06 [rewriter_before_opt_a]: 0.00022234 [opt_a]: 0.00331083, [2] [Cycle 1]: 0.00276584, [45] [expand_dump_flag]: 3.95e-06 [switch_simplify]: 9.783e-05 [loop_unroll]: 3.143e-05 [a_1]: 0.00071685 [with_stream_mark]: 2.536e-05 [recompute_prepare]: 1.044e-05 [updatestate_depend_eliminate]: 4.08999e-06 [updatestate_assign_eliminate]: 2.39001e-06 [updatestate_loads_eliminate]: 2.44001e-06 [parameter_eliminate]: 2.66e-06 [a_2]: 5.582e-05 [accelerated_algorithm]: 6.04001e-06 [shard]: 2.45002e-06 [meta_shard_fg_expand]: 2.12999e-06 [shard_inline]: 5.11002e-06 [merge_send_recv]: 8.55001e-06 [auto_parallel]: 7.46999e-06 [parallel]: 2.684e-05 [flash_sp]: 1.157e-05 [merge_comm]: 4.08999e-06 [allreduce_fusion]: 2.69001e-06 [matmul_add_comm_reduction]: 1.015e-05 [allreduce_slice_to_reducescatter]: 7.2e-07 [virtual_shard_identity]: 8.35999e-06 [virtual_dataset]: 4.90001e-06 [get_grad_eliminate_]: 4.89e-06 [virtual_output]: 4.68001e-06 [merge_forward]: 3.33e-06 [cell_reuse_recompute_pass]: 1.44998e-06 [offload_activation]: 4.018e-05 [cell_reuse_handle_not_recompute_node_pass]: 1.775e-05 [merge_recompute_call_nodes]: 1.74998e-06 [before_grad]: 1.021e-05 [set_forward_comm_id_for_comm_node_pass]: 3.59002e-06 [meta_fg_expand]: 2.56e-06 [flash_sp_send_recv_attached]: 3.2e-06 [receive_attached]: 2.33998e-06 [after_resolve]: 1.101e-05 [a_after_grad]: 8.29002e-06 [renormalize]: 0.00120749 [add_forward_monad_depend]: 9.84001e-06 [auto_monad_grad]: 2.58e-06 [auto_monad_eliminator]: 1.703e-05 [cse]: 3.003e-05 [a_3]: 4.308e-05 [Cycle 2]: 0.00052952, [45] [expand_dump_flag]: 2.78998e-06 [switch_simplify]: 6.12001e-06 [loop_unroll]: 4.59998e-06 [a_1]: 7.445e-05 [with_stream_mark]: 1.539e-05 [recompute_prepare]: 5.27001e-06 [updatestate_depend_eliminate]: 2.43e-06 [updatestate_assign_eliminate]: 2.11e-06 [updatestate_loads_eliminate]: 1.97001e-06 [parameter_eliminate]: 2.00002e-06 [a_2]: 4.542e-05 [accelerated_algorithm]: 4.69002e-06 [shard]: 1.82999e-06 [meta_shard_fg_expand]: 1.36998e-06 [shard_inline]: 4.42e-06 [merge_send_recv]: 6.54001e-06 [auto_parallel]: 6.63e-06 [parallel]: 7.46999e-06 [flash_sp]: 3.11001e-06 [merge_comm]: 2.46e-06 [allreduce_fusion]: 2.24001e-06 [matmul_add_comm_reduction]: 5.91998e-06 [allreduce_slice_to_reducescatter]: 4.89992e-07 [virtual_shard_identity]: 4.85999e-06 [virtual_dataset]: 4.08001e-06 [get_grad_eliminate_]: 4.1e-06 [virtual_output]: 1.263e-05 [merge_forward]: 2.56e-06 [cell_reuse_recompute_pass]: 2.41998e-06 [offload_activation]: 7.29001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.491e-05 [merge_recompute_call_nodes]: 9.39996e-07 [before_grad]: 7.58999e-06 [set_forward_comm_id_for_comm_node_pass]: 3.03e-06 [meta_fg_expand]: 2.05002e-06 [flash_sp_send_recv_attached]: 1.32999e-06 [receive_attached]: 2.43998e-06 [after_resolve]: 1.056e-05 [a_after_grad]: 6.09001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.40999e-06 [auto_monad_grad]: 1.24e-06 [auto_monad_eliminator]: 5.14e-06 [cse]: 1.208e-05 [a_3]: 2.332e-05 [py_interpret_to_execute_after_opt_a]: 8.36002e-06 [slice_cell_reuse_recomputed_activation]: 2.14999e-06 [rewriter_after_opt_a]: 1.791e-05 [convert_after_rewriter]: 1.31998e-06 [order_py_execute_after_rewriter]: 1.18001e-06 [mutable_eliminate]: 0.00082379 [opt_b]: 0.000258, [1] [Cycle 1]: 0.00024897, [7] [b_1]: 0.00016904 [b_2]: 6.69999e-06 [updatestate_depend_eliminate]: 7.13e-06 [updatestate_assign_eliminate]: 1.72999e-06 [updatestate_loads_eliminate]: 2.17999e-06 [renormalize]: 6.59988e-07 [cse]: 2.506e-05 [optimize_parallel_all_gather_comm]: 5.328e-05 [overlap_param_gather]: 2.93998e-06 [cconv]: 3.493e-05 [loop_unroll]: 0.00065466 [opt_after_cconv]: 9.963e-05, [1] [Cycle 1]: 9.151e-05, [7] [c_1]: 2.268e-05 [parameter_eliminate]: 5.29e-06 [updatestate_depend_eliminate]: 5.77001e-06 [updatestate_assign_eliminate]: 1.57001e-06 [updatestate_loads_eliminate]: 1.77999e-06 [cse]: 2.056e-05 [renormalize]: 5.29981e-07 [remove_dup_value]: 1.492e-05 [tuple_transform]: 6.868e-05, [1] [Cycle 1]: 6.392e-05, [4] [d_1]: 3.701e-05 [none_parameter_eliminate]: 1.66e-06 [renormalize]: 2.79979e-07 [switch_simplify]: 5.22e-06 [partial_unused_args_eliminate]: 1.86003e-06 [add_recomputation]: 4.386e-05 [cse_after_recomputation]: 1.886e-05, [1] [Cycle 1]: 1.393e-05, [1] [cse]: 8.70999e-06 [environ_conv]: 4.97e-06 [swap_dp_allreduce_reducescatter]: 4.45e-06 [bias_add_comm_swap]: 3.58e-06 [label_micro_interleaved_index]: 6.19001e-06 [label_fine_grained_interleaved_index]: 3.22002e-06 [merge_cast_opt]: 1.67001e-06 [slice_recompute_activation]: 2.11e-06 [micro_interleaved_order_control]: 2.33002e-06 [assign_add_opt]: 1.54e-06 [ForceFp32Comm]: 9.09989e-07 [remove_cast_before_assign_add]: 1.12e-06 [full_micro_interleaved_order_control]: 2.71e-06 [reorder_send_recv_between_fp_bp]: 3.47002e-06 [comm_op_add_attrs]: 1.09e-06 [add_comm_op_reuse_tag]: 9.50007e-07 [interleave_split_concat_branches]: 1.29e-06 [interleave_parallel_branches]: 1.22999e-06 [overlap_opt_shard_in_pipeline]: 1.55001e-06 [overlap_opt_shard_grad_in_pipeline]: 2.14e-06 [control_data_broadcast_order]: 1.165e-05 [grouped_pairwise_exchange_alltoall]: 1.59e-06 [offloading_packed_experts]: 2.79001e-06 [overlap_recompute_and_grad_model_parallel]: 3.95e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.15001e-06 [overlap_recompute_allgather_and_fa_grad]: 1.96e-06 [overlap_recompute_comm]: 2.66e-06 [overlap_grad_ring_attention]: 3.16001e-06 [overlap_grad_flash_sp]: 2.064e-05 [begin_end_overlap_inline]: 6.89994e-07 [split_matmul_comm_elemetwise]: 2.32001e-06 [split_layernorm_comm]: 2.12001e-06 [handle_group_info]: 9.90025e-07 [symbol_engine_optimizer]: 7.098e-05, [1] [Cycle 1]: 6.576e-05, [6] [build]: 4.56002e-06 [elim_shapecalc]: 8.81997e-06 [elim_not_effective]: 9.96998e-06 [opt_reshape]: 5.55001e-06 [fold_const_symbol]: 7.21999e-06 [renormalize]: 1.90019e-07 [detach_backward]: 2.19999e-06 [pipeline_parallel_scheduler]: 1.52001e-06 [auto_monad_reorder]: 1.639e-05 [get_jit_bprop_graph]: 1.73002e-06 [rewriter_after_jit_bprop_graph]: 4.51002e-06 [opt_after_jit_grad]: 0.0006445 [validate]: 4e-05 Sums bootstrap : 0.105123s : 37.49% type_inference : 0.169188s : 60.34% event_method : 0.000024s : 0.01% auto_monad : 0.000084s : 0.03% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000005s : 0.00% pre_auto_parallel : 0.000049s : 0.02% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000003s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000009s : 0.00% optimize.rewriter_before_opt_a : 0.000222s : 0.08% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000104s : 0.04% optimize.opt_a.loop_unroll : 0.000036s : 0.01% optimize.opt_a.a_1 : 0.000791s : 0.28% optimize.opt_a.with_stream_mark : 0.000041s : 0.01% optimize.opt_a.recompute_prepare : 0.000016s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000005s : 0.00% optimize.opt_a.a_2 : 0.000101s : 0.04% optimize.opt_a.accelerated_algorithm : 0.000011s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000010s : 0.00% optimize.opt_a.merge_send_recv : 0.000015s : 0.01% optimize.opt_a.auto_parallel : 0.000014s : 0.01% optimize.opt_a.parallel : 0.000034s : 0.01% optimize.opt_a.flash_sp : 0.000015s : 0.01% optimize.opt_a.merge_comm : 0.000007s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.00% optimize.opt_a.virtual_output : 0.000017s : 0.01% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000047s : 0.02% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000033s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000018s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000007s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000005s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000022s : 0.01% optimize.opt_a.a_after_grad : 0.000014s : 0.01% optimize.opt_a.renormalize : 0.001208s : 0.43% optimize.opt_a.add_forward_monad_depend : 0.000011s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000022s : 0.01% optimize.opt_a.cse : 0.000042s : 0.02% optimize.opt_a.a_3 : 0.000066s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000008s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000018s : 0.01% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000824s : 0.29% optimize.opt_b.b_1 : 0.000169s : 0.06% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000025s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000053s : 0.02% optimize.overlap_param_gather : 0.000003s : 0.00% optimize.cconv : 0.000035s : 0.01% optimize.loop_unroll : 0.000655s : 0.23% optimize.opt_after_cconv.c_1 : 0.000023s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000021s : 0.01% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000015s : 0.01% optimize.tuple_transform.d_1 : 0.000037s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000044s : 0.02% optimize.cse_after_recomputation.cse : 0.000009s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000006s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000002s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000003s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000002s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000021s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000005s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000010s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000644s : 0.23% validate : 0.000040s : 0.01% Time group info: ------[substitution.] 0.000225 19 0.68% : 0.000002s : 1: substitution.elim_not_effective 0.44% : 0.000001s : 1: substitution.fold_const_symbol 2.55% : 0.000006s : 2: substitution.graph_param_transform 78.41% : 0.000176s : 6: substitution.inline 1.94% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.90% : 0.000007s : 2: substitution.remove_not_recompute_node 2.66% : 0.000006s : 2: substitution.replace_old_param 4.39% : 0.000010s : 1: substitution.switch_simplify 6.02% : 0.000014s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.169109 2 99.13% : 0.167643s : 1: type_inference.infer 0.87% : 0.001466s : 1: type_inference.specialize ------[replace.] 0.000096 9 53.78% : 0.000052s : 6: replace.inline 27.40% : 0.000026s : 1: replace.switch_simplify 18.82% : 0.000018s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000194 9 89.00% : 0.000172s : 6: match.inline 4.57% : 0.000009s : 1: match.switch_simplify 6.43% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000196 912 1.06% : 0.000002s : 11: predicate.accumulaten_eliminater 0.65% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.32% : 0.000001s : 4: predicate.addn_check_dump 1.00% : 0.000002s : 11: predicate.addn_zero_filter 0.80% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 1.92% : 0.000004s : 15: predicate.arithmetic_simplify 0.90% : 0.000002s : 11: predicate.cast_eliminate 0.41% : 0.000001s : 4: predicate.check_bprop_eliminate 0.42% : 0.000001s : 4: predicate.compare_switch_simplify 0.10% : 0.000000s : 2: predicate.const_output_eliminate 0.65% : 0.000001s : 4: predicate.depend_value_elim 0.88% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 0.88% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.94% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.01% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.20% : 0.000000s : 2: predicate.elim_not_effective 0.30% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.26% : 0.000002s : 13: predicate.environ_add_const_eliminate 0.90% : 0.000002s : 13: predicate.environ_get_add_eliminate 0.90% : 0.000002s : 13: predicate.environ_get_depend_swap 1.37% : 0.000003s : 17: predicate.environ_get_eliminate 0.93% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.42% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.39% : 0.000005s : 19: predicate.float_depend_g_call 0.31% : 0.000001s : 4: predicate.float_environ_get_switch 0.50% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.10% : 0.000000s : 2: predicate.fold_const_symbol 0.49% : 0.000001s : 4: predicate.get_grad_eliminate 0.26% : 0.000001s : 2: predicate.graph_param_transform 0.30% : 0.000001s : 4: predicate.incorporate_call 0.26% : 0.000001s : 4: predicate.incorporate_call_switch 5.30% : 0.000010s : 42: predicate.inline 0.71% : 0.000001s : 4: predicate.inline_without_move 0.21% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.91% : 0.000002s : 4: predicate.less_batch_normalization 1.57% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.12% : 0.000004s : 28: predicate.load_eliminater 1.15% : 0.000002s : 2: predicate.loop_unroll_after_grad 2.68% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.42% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.33% : 0.000001s : 4: predicate.merge_addn 0.46% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.37% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.86% : 0.000002s : 11: predicate.minmaximum_grad 1.50% : 0.000003s : 2: predicate.mutable_eliminate 0.26% : 0.000000s : 2: predicate.opt_reshape 0.42% : 0.000001s : 2: predicate.parallel_virtual_node 1.78% : 0.000003s : 19: predicate.partial_defer_inline 12.28% : 0.000024s : 15: predicate.partial_eliminate 1.03% : 0.000002s : 11: predicate.print_const_string_wrapper 0.47% : 0.000001s : 4: predicate.reduce_all_const_elim 1.45% : 0.000003s : 11: predicate.reduce_eliminate 2.08% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.46% : 0.000001s : 4: predicate.remove_not_recompute_node 1.23% : 0.000002s : 17: predicate.replace_applicator 0.38% : 0.000001s : 4: predicate.replace_old_param 0.15% : 0.000000s : 2: predicate.reset_defer_inline 1.23% : 0.000002s : 11: predicate.reshape_eliminate 0.32% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.39% : 0.000001s : 2: predicate.row_tensor_eliminate 0.50% : 0.000001s : 4: predicate.same_eliminate 0.23% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.82% : 0.000002s : 4: predicate.shard_identity_eliminate 0.50% : 0.000001s : 4: predicate.special_op_eliminate 0.33% : 0.000001s : 4: predicate.specialize_transform 0.83% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.62% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.28% : 0.000001s : 2: predicate.switch_call_monad_eliminater 1.56% : 0.000003s : 19: predicate.switch_defer_inline 1.73% : 0.000003s : 23: predicate.switch_layer_defer_inline 5.16% : 0.000010s : 62: predicate.switch_simplify 0.97% : 0.000002s : 11: predicate.tile_eliminate 0.88% : 0.000002s : 11: predicate.transpose_eliminate 1.24% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.32% : 0.000003s : 15: predicate.tuple_list_get_item_const_eliminator 1.22% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.15% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.34% : 0.000003s : 15: predicate.tuple_list_get_set_item_eliminator 2.01% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.55% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.03% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.49% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.32% : 0.000001s : 2: predicate.value_based_eliminate 0.51% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.49% : 0.000001s : 4: predicate.virtual_output_eliminate 0.20% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.35% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001040 14 57.49% : 0.000598s : 6: func_graph_cloner_run.FuncGraphClonerGraph 42.51% : 0.000442s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.299265 192 0.00% : 0.000004s : 1: ForceFp32Comm 1.53% : 0.004571s : 1: add_attr 1.52% : 0.004553s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.02% : 0.000048s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000089s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000007s : 1: bias_add_comm_swap 35.15% : 0.105178s : 1: bootstrap 0.01% : 0.000039s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000015s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000022s : 1: cse_after_recomputation 0.00% : 0.000006s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000031s : 1: event_method 0.00% : 0.000006s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000005s : 1: interleave_split_concat_branches 0.00% : 0.000007s : 1: label_fine_grained_interleaved_index 0.01% : 0.000040s : 1: label_micro_interleaved_index 0.22% : 0.000669s : 1: loop_unroll 0.00% : 0.000005s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.28% : 0.000839s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.01% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000019s : 1: opt.transform.mutable_eliminate 0.39% : 0.001175s : 78: opt.transform.opt_a 0.01% : 0.000022s : 1: opt.transform.opt_after_cconv 0.01% : 0.000023s : 1: opt.transform.opt_after_jit_grad 0.05% : 0.000144s : 28: opt.transform.opt_b 0.01% : 0.000040s : 2: opt.transform.opt_trans_graph 0.01% : 0.000028s : 4: opt.transform.symbol_engine_opt 1.11% : 0.003316s : 1: opt_a 0.03% : 0.000103s : 1: opt_after_cconv 0.22% : 0.000658s : 1: opt_after_jit_grad 0.09% : 0.000262s : 1: opt_b 2.05% : 0.006120s : 1: optimize 0.02% : 0.000060s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000024s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000006s : 1: overlap_param_gather 0.00% : 0.000006s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000009s : 1: parallel-infer-symbol 0.00% : 0.000003s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.02% : 0.000054s : 1: pre_auto_parallel 0.00% : 0.000012s : 1: py_interpret_to_execute 0.00% : 0.000012s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000019s : 1: remove_dup_value 0.20% : 0.000605s : 1: renormalize.infer 0.20% : 0.000590s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000021s : 1: rewriter_after_opt_a 0.08% : 0.000230s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000006s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.02% : 0.000074s : 1: symbol_engine_optimizer 0.02% : 0.000072s : 1: tuple_transform 56.54% : 0.169211s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype2-shape1-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype2-shape1-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape0-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape0-pynative],max_mem:2.0M TotalTime = 0.295869, [21] [bootstrap]: 0.0006864 [type_inference]: 0.196121 [event_method]: 2.6e-05 [auto_monad]: 8.704e-05 [graph_reusing]: 6.38e-06 [inline]: 2.88e-06 [add_attr]: 0.004432, [1] [add_attr_with_inline]: 0.0044157, [1] [Cycle 1]: 7.762e-05, [2] [tag_attr]: 2.678e-05 [meta_addattr_fg_expand]: 5.62001e-06 [parallel-infer-symbol]: 4.1e-06 [pre_auto_parallel]: 5.053e-05 [insert-virtual-dataset]: 3.51999e-06 [parallel-infer-symbol-second]: 1.15001e-06 [dataset_repeat_opt]: 1.84e-06 [pipeline_split]: 1.67999e-06 [optimize]: 0.0933832, [53] [py_interpret_to_execute]: 8.74998e-06 [rewriter_before_opt_a]: 0.00021697 [opt_a]: 0.00293092, [2] [Cycle 1]: 0.00242591, [45] [expand_dump_flag]: 3.46999e-06 [switch_simplify]: 9.317e-05 [loop_unroll]: 3.409e-05 [a_1]: 0.00061467 [with_stream_mark]: 2.065e-05 [recompute_prepare]: 7.11999e-06 [updatestate_depend_eliminate]: 3.25998e-06 [updatestate_assign_eliminate]: 2.58e-06 [updatestate_loads_eliminate]: 2.24999e-06 [parameter_eliminate]: 2.01003e-06 [a_2]: 8.425e-05 [accelerated_algorithm]: 6.48003e-06 [shard]: 2.55002e-06 [meta_shard_fg_expand]: 2.25002e-06 [shard_inline]: 4.84998e-06 [merge_send_recv]: 9.03002e-06 [auto_parallel]: 7.11999e-06 [parallel]: 2.596e-05 [flash_sp]: 9.57001e-06 [merge_comm]: 3.46001e-06 [allreduce_fusion]: 2.41e-06 [matmul_add_comm_reduction]: 1.005e-05 [allreduce_slice_to_reducescatter]: 7.60017e-07 [virtual_shard_identity]: 8.16002e-06 [virtual_dataset]: 5.18002e-06 [get_grad_eliminate_]: 4.59998e-06 [virtual_output]: 4.77e-06 [merge_forward]: 3.23998e-06 [cell_reuse_recompute_pass]: 1.30001e-06 [offload_activation]: 9.20999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.12e-05 [merge_recompute_call_nodes]: 1.49e-06 [before_grad]: 8.13001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.94999e-06 [meta_fg_expand]: 2.00002e-06 [flash_sp_send_recv_attached]: 2.84001e-06 [receive_attached]: 2.66e-06 [after_resolve]: 1.041e-05 [a_after_grad]: 7.06001e-06 [renormalize]: 0.00104068 [add_forward_monad_depend]: 8.90001e-06 [auto_monad_grad]: 2.56e-06 [auto_monad_eliminator]: 1.609e-05 [cse]: 2.816e-05 [a_3]: 4.076e-05 [Cycle 2]: 0.00049285, [45] [expand_dump_flag]: 2.07001e-06 [switch_simplify]: 6.43e-06 [loop_unroll]: 4.32003e-06 [a_1]: 6.947e-05 [with_stream_mark]: 1.388e-05 [recompute_prepare]: 4.65001e-06 [updatestate_depend_eliminate]: 2.73e-06 [updatestate_assign_eliminate]: 1.84e-06 [updatestate_loads_eliminate]: 2.06998e-06 [parameter_eliminate]: 1.25999e-06 [a_2]: 4.29e-05 [accelerated_algorithm]: 4.86002e-06 [shard]: 1.87001e-06 [meta_shard_fg_expand]: 1.19998e-06 [shard_inline]: 3.9e-06 [merge_send_recv]: 6.31998e-06 [auto_parallel]: 5.62001e-06 [parallel]: 6.34001e-06 [flash_sp]: 3.28e-06 [merge_comm]: 2.32001e-06 [allreduce_fusion]: 2.09e-06 [matmul_add_comm_reduction]: 5.58002e-06 [allreduce_slice_to_reducescatter]: 3.39991e-07 [virtual_shard_identity]: 4.75001e-06 [virtual_dataset]: 4.12998e-06 [get_grad_eliminate_]: 3.76999e-06 [virtual_output]: 3.58e-06 [merge_forward]: 2.66e-06 [cell_reuse_recompute_pass]: 2.02001e-06 [offload_activation]: 6.28e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.18e-05 [merge_recompute_call_nodes]: 9.99979e-07 [before_grad]: 7.36999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.89001e-06 [meta_fg_expand]: 1.60999e-06 [flash_sp_send_recv_attached]: 1.39998e-06 [receive_attached]: 1.30999e-06 [after_resolve]: 8.77e-06 [a_after_grad]: 5.39e-06 [renormalize]: 5.00004e-08 [add_forward_monad_depend]: 1.32999e-06 [auto_monad_grad]: 1.15001e-06 [auto_monad_eliminator]: 4.86002e-06 [cse]: 1.169e-05 [a_3]: 2.194e-05 [py_interpret_to_execute_after_opt_a]: 7.86001e-06 [slice_cell_reuse_recomputed_activation]: 1.84e-06 [rewriter_after_opt_a]: 1.56e-05 [convert_after_rewriter]: 1.20999e-06 [order_py_execute_after_rewriter]: 1.42999e-06 [mutable_eliminate]: 0.00070517 [opt_b]: 0.00019583, [1] [Cycle 1]: 0.00018784, [7] [b_1]: 0.00011652 [b_2]: 6.50002e-06 [updatestate_depend_eliminate]: 6.45002e-06 [updatestate_assign_eliminate]: 1.79998e-06 [updatestate_loads_eliminate]: 1.92001e-06 [renormalize]: 6.00005e-07 [cse]: 1.853e-05 [optimize_parallel_all_gather_comm]: 1.663e-05 [overlap_param_gather]: 2.06998e-06 [cconv]: 3.248e-05 [loop_unroll]: 0.00047737 [opt_after_cconv]: 8.614e-05, [1] [Cycle 1]: 8.043e-05, [7] [c_1]: 1.988e-05 [parameter_eliminate]: 5.17e-06 [updatestate_depend_eliminate]: 5.12999e-06 [updatestate_assign_eliminate]: 1.76e-06 [updatestate_loads_eliminate]: 1.37e-06 [cse]: 1.469e-05 [renormalize]: 7.10017e-07 [remove_dup_value]: 1.352e-05 [tuple_transform]: 5.851e-05, [1] [Cycle 1]: 5.432e-05, [4] [d_1]: 2.894e-05 [none_parameter_eliminate]: 1.64e-06 [renormalize]: 1.59984e-07 [switch_simplify]: 4.98001e-06 [partial_unused_args_eliminate]: 2.31e-06 [add_recomputation]: 4.475e-05 [cse_after_recomputation]: 1.77e-05, [1] [Cycle 1]: 1.327e-05, [1] [cse]: 7.78001e-06 [environ_conv]: 4.82e-06 [swap_dp_allreduce_reducescatter]: 4.02e-06 [bias_add_comm_swap]: 2.38998e-06 [label_micro_interleaved_index]: 4.3e-06 [label_fine_grained_interleaved_index]: 3.03998e-06 [merge_cast_opt]: 1.41998e-06 [slice_recompute_activation]: 2.30002e-06 [micro_interleaved_order_control]: 2.57001e-06 [assign_add_opt]: 1.32e-06 [ForceFp32Comm]: 8.79983e-07 [remove_cast_before_assign_add]: 1.00999e-06 [full_micro_interleaved_order_control]: 2.31998e-06 [reorder_send_recv_between_fp_bp]: 2.83e-06 [comm_op_add_attrs]: 1.39998e-06 [add_comm_op_reuse_tag]: 1.00999e-06 [interleave_split_concat_branches]: 1.14003e-06 [interleave_parallel_branches]: 1.22e-06 [overlap_opt_shard_in_pipeline]: 1.52999e-06 [overlap_opt_shard_grad_in_pipeline]: 1.79e-06 [control_data_broadcast_order]: 1.069e-05 [grouped_pairwise_exchange_alltoall]: 1.87001e-06 [offloading_packed_experts]: 3.28e-06 [overlap_recompute_and_grad_model_parallel]: 4.18001e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.26002e-06 [overlap_recompute_allgather_and_fa_grad]: 1.70001e-06 [overlap_recompute_comm]: 2.73e-06 [overlap_grad_ring_attention]: 3.48e-06 [overlap_grad_flash_sp]: 1.932e-05 [begin_end_overlap_inline]: 4.43999e-06 [split_matmul_comm_elemetwise]: 5.07e-06 [split_layernorm_comm]: 1.81e-06 [handle_group_info]: 1.67999e-06 [symbol_engine_optimizer]: 0.00012548, [1] [Cycle 1]: 0.00011457, [6] [build]: 6.57002e-06 [elim_shapecalc]: 3.121e-05 [elim_not_effective]: 1.987e-05 [opt_reshape]: 6.91001e-06 [fold_const_symbol]: 9.00001e-06 [renormalize]: 1.17999e-06 [detach_backward]: 2.51e-06 [pipeline_parallel_scheduler]: 1.53002e-06 [auto_monad_reorder]: 2.355e-05 [get_jit_bprop_graph]: 1.82001e-06 [rewriter_after_jit_bprop_graph]: 9.84001e-06 [opt_after_jit_grad]: 0.0007853 [validate]: 3.908e-05 Sums bootstrap : 0.000686s : 0.34% type_inference : 0.196121s : 96.93% event_method : 0.000026s : 0.01% auto_monad : 0.000087s : 0.04% graph_reusing : 0.000006s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000027s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000051s : 0.02% insert-virtual-dataset : 0.000004s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000009s : 0.00% optimize.rewriter_before_opt_a : 0.000217s : 0.11% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000100s : 0.05% optimize.opt_a.loop_unroll : 0.000038s : 0.02% optimize.opt_a.a_1 : 0.000684s : 0.34% optimize.opt_a.with_stream_mark : 0.000035s : 0.02% optimize.opt_a.recompute_prepare : 0.000012s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000004s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000003s : 0.00% optimize.opt_a.a_2 : 0.000127s : 0.06% optimize.opt_a.accelerated_algorithm : 0.000011s : 0.01% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000015s : 0.01% optimize.opt_a.auto_parallel : 0.000013s : 0.01% optimize.opt_a.parallel : 0.000032s : 0.02% optimize.opt_a.flash_sp : 0.000013s : 0.01% optimize.opt_a.merge_comm : 0.000006s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000013s : 0.01% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000015s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000023s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000002s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000019s : 0.01% optimize.opt_a.a_after_grad : 0.000012s : 0.01% optimize.opt_a.renormalize : 0.001041s : 0.51% optimize.opt_a.add_forward_monad_depend : 0.000010s : 0.01% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000021s : 0.01% optimize.opt_a.cse : 0.000040s : 0.02% optimize.opt_a.a_3 : 0.000063s : 0.03% optimize.py_interpret_to_execute_after_opt_a : 0.000008s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000016s : 0.01% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000705s : 0.35% optimize.opt_b.b_1 : 0.000117s : 0.06% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000019s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000017s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000032s : 0.02% optimize.loop_unroll : 0.000477s : 0.24% optimize.opt_after_cconv.c_1 : 0.000020s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000015s : 0.01% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000014s : 0.01% optimize.tuple_transform.d_1 : 0.000029s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000045s : 0.02% optimize.cse_after_recomputation.cse : 0.000008s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000002s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.01% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000002s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000019s : 0.01% optimize.begin_end_overlap_inline : 0.000004s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000005s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000002s : 0.00% optimize.symbol_engine_optimizer.build : 0.000007s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000031s : 0.02% optimize.symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.01% optimize.symbol_engine_optimizer.opt_reshape : 0.000007s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000009s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000001s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000024s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000785s : 0.39% validate : 0.000039s : 0.02% Time group info: ------[substitution.] 0.000199 19 1.25% : 0.000002s : 1: substitution.elim_not_effective 0.60% : 0.000001s : 1: substitution.fold_const_symbol 2.32% : 0.000005s : 2: substitution.graph_param_transform 78.57% : 0.000156s : 6: substitution.inline 1.82% : 0.000004s : 2: substitution.j_node_and_user_rematch 1.96% : 0.000004s : 2: substitution.remove_not_recompute_node 2.81% : 0.000006s : 2: substitution.replace_old_param 4.84% : 0.000010s : 1: substitution.switch_simplify 5.84% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.196013 2 99.06% : 0.194166s : 1: type_inference.infer 0.94% : 0.001847s : 1: type_inference.specialize ------[replace.] 0.000087 9 53.39% : 0.000046s : 6: replace.inline 29.38% : 0.000026s : 1: replace.switch_simplify 17.23% : 0.000015s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000172 9 88.86% : 0.000153s : 6: match.inline 5.01% : 0.000009s : 1: match.switch_simplify 6.13% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000164 912 0.99% : 0.000002s : 11: predicate.accumulaten_eliminater 1.13% : 0.000002s : 2: predicate.ad_related_special_op_eliminate 0.38% : 0.000001s : 4: predicate.addn_check_dump 1.05% : 0.000002s : 11: predicate.addn_zero_filter 0.94% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 1.82% : 0.000003s : 15: predicate.arithmetic_simplify 1.04% : 0.000002s : 11: predicate.cast_eliminate 0.42% : 0.000001s : 4: predicate.check_bprop_eliminate 0.30% : 0.000000s : 4: predicate.compare_switch_simplify 0.12% : 0.000000s : 2: predicate.const_output_eliminate 0.90% : 0.000001s : 4: predicate.depend_value_elim 0.99% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.17% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.73% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.48% : 0.000001s : 2: predicate.elim_not_effective 1.58% : 0.000003s : 2: predicate.elim_shapecalc_of_broadcastargs 1.22% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.10% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.09% : 0.000002s : 13: predicate.environ_get_depend_swap 1.54% : 0.000003s : 17: predicate.environ_get_eliminate 1.09% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.56% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.69% : 0.000004s : 19: predicate.float_depend_g_call 0.32% : 0.000001s : 4: predicate.float_environ_get_switch 0.51% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.12% : 0.000000s : 2: predicate.fold_const_symbol 0.43% : 0.000001s : 4: predicate.get_grad_eliminate 0.14% : 0.000000s : 2: predicate.graph_param_transform 0.36% : 0.000001s : 4: predicate.incorporate_call 0.30% : 0.000000s : 4: predicate.incorporate_call_switch 6.47% : 0.000011s : 42: predicate.inline 0.51% : 0.000001s : 4: predicate.inline_without_move 0.23% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.94% : 0.000002s : 4: predicate.less_batch_normalization 1.69% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.51% : 0.000004s : 28: predicate.load_eliminater 0.88% : 0.000001s : 2: predicate.loop_unroll_after_grad 3.38% : 0.000006s : 35: predicate.loop_unroll_before_grad 1.56% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.39% : 0.000001s : 4: predicate.merge_addn 0.43% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.51% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.82% : 0.000001s : 11: predicate.minmaximum_grad 1.45% : 0.000002s : 2: predicate.mutable_eliminate 0.50% : 0.000001s : 2: predicate.opt_reshape 0.38% : 0.000001s : 2: predicate.parallel_virtual_node 2.00% : 0.000003s : 19: predicate.partial_defer_inline 1.33% : 0.000002s : 15: predicate.partial_eliminate 1.19% : 0.000002s : 11: predicate.print_const_string_wrapper 0.54% : 0.000001s : 4: predicate.reduce_all_const_elim 1.27% : 0.000002s : 11: predicate.reduce_eliminate 2.40% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000001s : 4: predicate.remove_not_recompute_node 1.20% : 0.000002s : 17: predicate.replace_applicator 0.50% : 0.000001s : 4: predicate.replace_old_param 0.22% : 0.000000s : 2: predicate.reset_defer_inline 1.25% : 0.000002s : 11: predicate.reshape_eliminate 0.46% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.33% : 0.000001s : 2: predicate.row_tensor_eliminate 0.52% : 0.000001s : 4: predicate.same_eliminate 0.30% : 0.000000s : 4: predicate.set_cell_output_no_recompute 1.06% : 0.000002s : 4: predicate.shard_identity_eliminate 0.64% : 0.000001s : 4: predicate.special_op_eliminate 0.46% : 0.000001s : 4: predicate.specialize_transform 0.79% : 0.000001s : 4: predicate.split_environ_get_set_with_tuple_value 0.55% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.19% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.78% : 0.000003s : 19: predicate.switch_defer_inline 2.25% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.33% : 0.000010s : 62: predicate.switch_simplify 1.03% : 0.000002s : 11: predicate.tile_eliminate 0.96% : 0.000002s : 11: predicate.transpose_eliminate 1.46% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.64% : 0.000003s : 15: predicate.tuple_list_get_item_const_eliminator 1.31% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.24% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.42% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.06% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 1.69% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.40% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.62% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.41% : 0.000001s : 2: predicate.value_based_eliminate 0.52% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.47% : 0.000001s : 4: predicate.virtual_output_eliminate 0.14% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.32% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001091 14 52.18% : 0.000569s : 6: func_graph_cloner_run.FuncGraphClonerGraph 47.82% : 0.000522s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.307845 192 0.00% : 0.000004s : 1: ForceFp32Comm 1.44% : 0.004439s : 1: add_attr 1.44% : 0.004420s : 1: add_attr_with_inline 0.00% : 0.000004s : 1: add_comm_op_reuse_tag 0.02% : 0.000049s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.03% : 0.000092s : 1: auto_monad 0.01% : 0.000028s : 1: auto_monad_reorder 0.01% : 0.000043s : 1: begin_end_overlap_inline 0.00% : 0.000005s : 1: bias_add_comm_swap 0.24% : 0.000739s : 1: bootstrap 0.01% : 0.000036s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000033s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000005s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000007s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.16% : 0.000486s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.23% : 0.000716s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.35% : 0.001066s : 78: opt.transform.opt_a 0.01% : 0.000018s : 1: opt.transform.opt_after_cconv 0.01% : 0.000022s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000095s : 28: opt.transform.opt_b 0.01% : 0.000032s : 2: opt.transform.opt_trans_graph 0.02% : 0.000059s : 4: opt.transform.symbol_engine_opt 0.95% : 0.002934s : 1: opt_a 0.03% : 0.000090s : 1: opt_after_cconv 0.26% : 0.000796s : 1: opt_after_jit_grad 0.06% : 0.000200s : 1: opt_b 30.34% : 0.093390s : 1: optimize 0.01% : 0.000020s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000006s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.02% : 0.000055s : 1: pre_auto_parallel 0.00% : 0.000012s : 1: py_interpret_to_execute 0.00% : 0.000011s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000017s : 1: remove_dup_value 0.18% : 0.000555s : 1: renormalize.infer 0.15% : 0.000474s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000019s : 1: rewriter_after_opt_a 0.07% : 0.000222s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000007s : 1: split_layernorm_comm 0.00% : 0.000011s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.04% : 0.000129s : 1: symbol_engine_optimizer 0.02% : 0.000061s : 1: tuple_transform 63.72% : 0.196151s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape0-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape0-kbk],max_mem:2.0M TotalTime = 0.387097, [21] [bootstrap]: 0.00067762 [type_inference]: 0.239231 [event_method]: 2.192e-05 [auto_monad]: 8.12e-05 [graph_reusing]: 6.52001e-06 [inline]: 2.39999e-06 [add_attr]: 0.00384832, [1] [add_attr_with_inline]: 0.00383568, [1] [Cycle 1]: 6.804e-05, [2] [tag_attr]: 2.302e-05 [meta_addattr_fg_expand]: 6.73e-06 [parallel-infer-symbol]: 3.30998e-06 [pre_auto_parallel]: 4.132e-05 [insert-virtual-dataset]: 3.09999e-06 [parallel-infer-symbol-second]: 7.39994e-07 [dataset_repeat_opt]: 2.34999e-06 [pipeline_split]: 1.77999e-06 [optimize]: 0.142468, [53] [py_interpret_to_execute]: 5.05999e-06 [rewriter_before_opt_a]: 0.00018241 [opt_a]: 0.140255, [2] [Cycle 1]: 0.139706, [45] [expand_dump_flag]: 3.45e-06 [switch_simplify]: 8.474e-05 [loop_unroll]: 3.034e-05 [a_1]: 0.0005681 [with_stream_mark]: 1.578e-05 [recompute_prepare]: 5.79e-06 [updatestate_depend_eliminate]: 2.84999e-06 [updatestate_assign_eliminate]: 2.27001e-06 [updatestate_loads_eliminate]: 2.27999e-06 [parameter_eliminate]: 2.06e-06 [a_2]: 4.963e-05 [accelerated_algorithm]: 4.90001e-06 [shard]: 2.22999e-06 [meta_shard_fg_expand]: 1.59e-06 [shard_inline]: 4.15999e-06 [merge_send_recv]: 7.04001e-06 [auto_parallel]: 5.03002e-06 [parallel]: 2.383e-05 [flash_sp]: 7.48999e-06 [merge_comm]: 2.52001e-06 [allreduce_fusion]: 2.48e-06 [matmul_add_comm_reduction]: 7.75e-06 [allreduce_slice_to_reducescatter]: 6.29982e-07 [virtual_shard_identity]: 5.89e-06 [virtual_dataset]: 4.35999e-06 [get_grad_eliminate_]: 4.27e-06 [virtual_output]: 4.22e-06 [merge_forward]: 3.21001e-06 [cell_reuse_recompute_pass]: 1.02e-06 [offload_activation]: 8.3e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.22001e-06 [merge_recompute_call_nodes]: 1.81998e-06 [before_grad]: 7.06999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.53e-06 [meta_fg_expand]: 2.72001e-06 [flash_sp_send_recv_attached]: 2.53998e-06 [receive_attached]: 2.02999e-06 [after_resolve]: 7.57998e-06 [a_after_grad]: 5.92001e-06 [renormalize]: 0.138433 [add_forward_monad_depend]: 1.258e-05 [auto_monad_grad]: 2.86999e-06 [auto_monad_eliminator]: 1.852e-05 [cse]: 2.777e-05 [a_3]: 5.128e-05 [Cycle 2]: 0.00053547, [45] [expand_dump_flag]: 3.11999e-06 [switch_simplify]: 7.39002e-06 [loop_unroll]: 4.63999e-06 [a_1]: 7.61e-05 [with_stream_mark]: 1.945e-05 [recompute_prepare]: 5.10999e-06 [updatestate_depend_eliminate]: 3.09001e-06 [updatestate_assign_eliminate]: 2.79999e-06 [updatestate_loads_eliminate]: 2.54001e-06 [parameter_eliminate]: 1.83002e-06 [a_2]: 4.398e-05 [accelerated_algorithm]: 4.89e-06 [shard]: 2.56e-06 [meta_shard_fg_expand]: 2.04999e-06 [shard_inline]: 3.83001e-06 [merge_send_recv]: 7.31999e-06 [auto_parallel]: 8.43001e-06 [parallel]: 9.33002e-06 [flash_sp]: 3.48e-06 [merge_comm]: 2.36998e-06 [allreduce_fusion]: 2.39001e-06 [matmul_add_comm_reduction]: 7.98999e-06 [allreduce_slice_to_reducescatter]: 6.60017e-07 [virtual_shard_identity]: 5.57999e-06 [virtual_dataset]: 4.45999e-06 [get_grad_eliminate_]: 4.06001e-06 [virtual_output]: 4.12998e-06 [merge_forward]: 3.61999e-06 [cell_reuse_recompute_pass]: 3.31001e-06 [offload_activation]: 8e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.267e-05 [merge_recompute_call_nodes]: 1.51002e-06 [before_grad]: 7.60998e-06 [set_forward_comm_id_for_comm_node_pass]: 2.46998e-06 [meta_fg_expand]: 2.18002e-06 [flash_sp_send_recv_attached]: 1.60999e-06 [receive_attached]: 2.66e-06 [after_resolve]: 1.01e-05 [a_after_grad]: 6.35002e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.65001e-06 [auto_monad_grad]: 1.27e-06 [auto_monad_eliminator]: 4.13999e-06 [cse]: 9.78002e-06 [a_3]: 2.155e-05 [py_interpret_to_execute_after_opt_a]: 9.75002e-06 [slice_cell_reuse_recomputed_activation]: 1.89e-06 [rewriter_after_opt_a]: 1.771e-05 [convert_after_rewriter]: 1.70001e-06 [order_py_execute_after_rewriter]: 1.19e-06 [mutable_eliminate]: 0.00075453 [opt_b]: 0.00017607, [1] [Cycle 1]: 0.00016853, [7] [b_1]: 0.00010632 [b_2]: 6.39001e-06 [updatestate_depend_eliminate]: 5.04e-06 [updatestate_assign_eliminate]: 1.66e-06 [updatestate_loads_eliminate]: 1.72999e-06 [renormalize]: 6.49976e-07 [cse]: 1.306e-05 [optimize_parallel_all_gather_comm]: 1.699e-05 [overlap_param_gather]: 1.97001e-06 [cconv]: 3.098e-05 [loop_unroll]: 0.00043046 [opt_after_cconv]: 8.174e-05, [1] [Cycle 1]: 7.555e-05, [7] [c_1]: 1.904e-05 [parameter_eliminate]: 4.75999e-06 [updatestate_depend_eliminate]: 4.76002e-06 [updatestate_assign_eliminate]: 1.62001e-06 [updatestate_loads_eliminate]: 1.40999e-06 [cse]: 1.257e-05 [renormalize]: 2.89991e-07 [remove_dup_value]: 1.295e-05 [tuple_transform]: 5.868e-05, [1] [Cycle 1]: 5.445e-05, [4] [d_1]: 2.971e-05 [none_parameter_eliminate]: 1.44e-06 [renormalize]: 1.40019e-07 [switch_simplify]: 4.70001e-06 [partial_unused_args_eliminate]: 2.51998e-06 [add_recomputation]: 3.324e-05 [cse_after_recomputation]: 1.738e-05, [1] [Cycle 1]: 1.273e-05, [1] [cse]: 7.17002e-06 [environ_conv]: 5.34e-06 [swap_dp_allreduce_reducescatter]: 4.37998e-06 [bias_add_comm_swap]: 2.27001e-06 [label_micro_interleaved_index]: 4.38999e-06 [label_fine_grained_interleaved_index]: 2.69999e-06 [merge_cast_opt]: 1.35001e-06 [slice_recompute_activation]: 2.02999e-06 [micro_interleaved_order_control]: 2.10002e-06 [assign_add_opt]: 1.22e-06 [ForceFp32Comm]: 8.90024e-07 [remove_cast_before_assign_add]: 1.00001e-06 [full_micro_interleaved_order_control]: 2.18998e-06 [reorder_send_recv_between_fp_bp]: 2.66e-06 [comm_op_add_attrs]: 1.42999e-06 [add_comm_op_reuse_tag]: 1.02998e-06 [interleave_split_concat_branches]: 1.09998e-06 [interleave_parallel_branches]: 1.11997e-06 [overlap_opt_shard_in_pipeline]: 1.32e-06 [overlap_opt_shard_grad_in_pipeline]: 2.27001e-06 [control_data_broadcast_order]: 1.069e-05 [grouped_pairwise_exchange_alltoall]: 1.37999e-06 [offloading_packed_experts]: 2.79001e-06 [overlap_recompute_and_grad_model_parallel]: 3.88999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.15001e-06 [overlap_recompute_allgather_and_fa_grad]: 1.29e-06 [overlap_recompute_comm]: 2.70997e-06 [overlap_grad_ring_attention]: 3.43e-06 [overlap_grad_flash_sp]: 1.702e-05 [begin_end_overlap_inline]: 6.89994e-07 [split_matmul_comm_elemetwise]: 2.16e-06 [split_layernorm_comm]: 1.97001e-06 [handle_group_info]: 1.00999e-06 [symbol_engine_optimizer]: 6.094e-05, [1] [Cycle 1]: 5.708e-05, [6] [build]: 2.59999e-06 [elim_shapecalc]: 7.59002e-06 [elim_not_effective]: 8.89e-06 [opt_reshape]: 4.75999e-06 [fold_const_symbol]: 6.88998e-06 [renormalize]: 3.20026e-07 [detach_backward]: 2.41e-06 [pipeline_parallel_scheduler]: 1.65001e-06 [auto_monad_reorder]: 1.406e-05 [get_jit_bprop_graph]: 2.19999e-06 [rewriter_after_jit_bprop_graph]: 4.2e-06 [opt_after_jit_grad]: 0.00048488 [validate]: 3.499e-05 Sums bootstrap : 0.000678s : 0.18% type_inference : 0.239231s : 62.58% event_method : 0.000022s : 0.01% auto_monad : 0.000081s : 0.02% graph_reusing : 0.000007s : 0.00% inline : 0.000002s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000023s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000007s : 0.00% parallel-infer-symbol : 0.000003s : 0.00% pre_auto_parallel : 0.000041s : 0.01% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000005s : 0.00% optimize.rewriter_before_opt_a : 0.000182s : 0.05% optimize.opt_a.expand_dump_flag : 0.000007s : 0.00% optimize.opt_a.switch_simplify : 0.000092s : 0.02% optimize.opt_a.loop_unroll : 0.000035s : 0.01% optimize.opt_a.a_1 : 0.000644s : 0.17% optimize.opt_a.with_stream_mark : 0.000035s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000005s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000094s : 0.02% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000005s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000004s : 0.00% optimize.opt_a.shard_inline : 0.000008s : 0.00% optimize.opt_a.merge_send_recv : 0.000014s : 0.00% optimize.opt_a.auto_parallel : 0.000013s : 0.00% optimize.opt_a.parallel : 0.000033s : 0.01% optimize.opt_a.flash_sp : 0.000011s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000016s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000011s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000008s : 0.00% optimize.opt_a.virtual_output : 0.000008s : 0.00% optimize.opt_a.merge_forward : 0.000007s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% optimize.opt_a.offload_activation : 0.000016s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000022s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000015s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000005s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000005s : 0.00% optimize.opt_a.after_resolve : 0.000018s : 0.00% optimize.opt_a.a_after_grad : 0.000012s : 0.00% optimize.opt_a.renormalize : 0.138433s : 36.21% optimize.opt_a.add_forward_monad_depend : 0.000014s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000023s : 0.01% optimize.opt_a.cse : 0.000038s : 0.01% optimize.opt_a.a_3 : 0.000073s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000010s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000018s : 0.00% optimize.convert_after_rewriter : 0.000002s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000755s : 0.20% optimize.opt_b.b_1 : 0.000106s : 0.03% optimize.opt_b.b_2 : 0.000006s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000013s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000017s : 0.00% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000031s : 0.01% optimize.loop_unroll : 0.000430s : 0.11% optimize.opt_after_cconv.c_1 : 0.000019s : 0.00% optimize.opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000013s : 0.00% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000013s : 0.00% optimize.tuple_transform.d_1 : 0.000030s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000001s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000003s : 0.00% optimize.add_recomputation : 0.000033s : 0.01% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000002s : 0.00% optimize.label_micro_interleaved_index : 0.000004s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000002s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000011s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000003s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000017s : 0.00% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000004s : 0.00% opt_after_jit_grad : 0.000485s : 0.13% validate : 0.000035s : 0.01% Time group info: ------[substitution.] 0.000174 19 0.79% : 0.000001s : 1: substitution.elim_not_effective 0.72% : 0.000001s : 1: substitution.fold_const_symbol 2.66% : 0.000005s : 2: substitution.graph_param_transform 76.55% : 0.000133s : 6: substitution.inline 2.19% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.49% : 0.000004s : 2: substitution.remove_not_recompute_node 3.15% : 0.000005s : 2: substitution.replace_old_param 4.85% : 0.000008s : 1: substitution.switch_simplify 6.60% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.239156 2 99.39% : 0.237705s : 1: type_inference.infer 0.61% : 0.001451s : 1: type_inference.specialize ------[replace.] 0.000077 9 54.64% : 0.000042s : 6: replace.inline 28.57% : 0.000022s : 1: replace.switch_simplify 16.79% : 0.000013s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000148 9 87.89% : 0.000130s : 6: match.inline 5.10% : 0.000008s : 1: match.switch_simplify 7.01% : 0.000010s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000160 912 1.13% : 0.000002s : 11: predicate.accumulaten_eliminater 0.78% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.30% : 0.000000s : 4: predicate.addn_check_dump 1.23% : 0.000002s : 11: predicate.addn_zero_filter 0.97% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 2.26% : 0.000004s : 15: predicate.arithmetic_simplify 1.09% : 0.000002s : 11: predicate.cast_eliminate 0.47% : 0.000001s : 4: predicate.check_bprop_eliminate 0.36% : 0.000001s : 4: predicate.compare_switch_simplify 0.14% : 0.000000s : 2: predicate.const_output_eliminate 0.36% : 0.000001s : 4: predicate.depend_value_elim 1.00% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.18% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.05% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.73% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.16% : 0.000000s : 2: predicate.elim_not_effective 0.45% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.19% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.01% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.12% : 0.000002s : 13: predicate.environ_get_depend_swap 1.44% : 0.000002s : 17: predicate.environ_get_eliminate 1.16% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.72% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.92% : 0.000005s : 19: predicate.float_depend_g_call 0.29% : 0.000000s : 4: predicate.float_environ_get_switch 0.50% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.13% : 0.000000s : 2: predicate.fold_const_symbol 0.56% : 0.000001s : 4: predicate.get_grad_eliminate 0.14% : 0.000000s : 2: predicate.graph_param_transform 0.36% : 0.000001s : 4: predicate.incorporate_call 0.30% : 0.000000s : 4: predicate.incorporate_call_switch 6.20% : 0.000010s : 42: predicate.inline 0.49% : 0.000001s : 4: predicate.inline_without_move 0.23% : 0.000000s : 4: predicate.j_node_and_user_rematch 1.08% : 0.000002s : 4: predicate.less_batch_normalization 1.78% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.37% : 0.000004s : 28: predicate.load_eliminater 0.96% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.11% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.57% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.39% : 0.000001s : 4: predicate.merge_addn 0.55% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.45% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.92% : 0.000001s : 11: predicate.minmaximum_grad 1.19% : 0.000002s : 2: predicate.mutable_eliminate 0.23% : 0.000000s : 2: predicate.opt_reshape 0.42% : 0.000001s : 2: predicate.parallel_virtual_node 2.19% : 0.000003s : 19: predicate.partial_defer_inline 1.45% : 0.000002s : 15: predicate.partial_eliminate 1.05% : 0.000002s : 11: predicate.print_const_string_wrapper 0.39% : 0.000001s : 4: predicate.reduce_all_const_elim 1.59% : 0.000003s : 11: predicate.reduce_eliminate 2.47% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.53% : 0.000001s : 4: predicate.remove_not_recompute_node 1.52% : 0.000002s : 17: predicate.replace_applicator 0.35% : 0.000001s : 4: predicate.replace_old_param 0.33% : 0.000001s : 2: predicate.reset_defer_inline 1.15% : 0.000002s : 11: predicate.reshape_eliminate 0.38% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.36% : 0.000001s : 2: predicate.row_tensor_eliminate 0.73% : 0.000001s : 4: predicate.same_eliminate 0.31% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.63% : 0.000001s : 4: predicate.shard_identity_eliminate 0.70% : 0.000001s : 4: predicate.special_op_eliminate 0.44% : 0.000001s : 4: predicate.specialize_transform 1.25% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.63% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.21% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.79% : 0.000003s : 19: predicate.switch_defer_inline 2.20% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.06% : 0.000010s : 62: predicate.switch_simplify 1.23% : 0.000002s : 11: predicate.tile_eliminate 1.01% : 0.000002s : 11: predicate.transpose_eliminate 1.36% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.43% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.46% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.43% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.56% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.17% : 0.000003s : 19: predicate.tuple_list_set_item_eliminator 2.03% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.34% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.72% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.39% : 0.000001s : 2: predicate.value_based_eliminate 0.61% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.56% : 0.000001s : 4: predicate.virtual_output_eliminate 0.21% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.37% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001002 14 48.96% : 0.000490s : 6: func_graph_cloner_run.FuncGraphClonerGraph 51.04% : 0.000511s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.672888 192 0.00% : 0.000004s : 1: ForceFp32Comm 0.57% : 0.003853s : 1: add_attr 0.57% : 0.003840s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.01% : 0.000037s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.01% : 0.000087s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000005s : 1: bias_add_comm_swap 0.11% : 0.000712s : 1: bootstrap 0.01% : 0.000035s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000014s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.00% : 0.000028s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.07% : 0.000439s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.11% : 0.000764s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.15% : 0.000980s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.00% : 0.000019s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000085s : 28: opt.transform.opt_b 0.00% : 0.000032s : 2: opt.transform.opt_trans_graph 0.00% : 0.000025s : 4: opt.transform.symbol_engine_opt 20.84% : 0.140259s : 1: opt_a 0.01% : 0.000085s : 1: opt_after_cconv 0.07% : 0.000494s : 1: opt_after_jit_grad 0.03% : 0.000179s : 1: opt_b 21.17% : 0.142475s : 1: optimize 0.00% : 0.000020s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.00% : 0.000020s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.01% : 0.000046s : 1: pre_auto_parallel 0.00% : 0.000008s : 1: py_interpret_to_execute 0.00% : 0.000013s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000016s : 1: remove_dup_value 20.48% : 0.137784s : 1: renormalize.infer 0.09% : 0.000631s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000007s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000021s : 1: rewriter_after_opt_a 0.03% : 0.000188s : 1: rewriter_before_opt_a 0.00% : 0.000004s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.01% : 0.000064s : 1: symbol_engine_optimizer 0.01% : 0.000062s : 1: tuple_transform 35.56% : 0.239252s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape0-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape0-ge],max_mem:2.0M . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape1-pynative] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape1-pynative],max_mem:2.0M TotalTime = 0.368657, [21] [bootstrap]: 0.00072162 [type_inference]: 0.314655 [event_method]: 2.454e-05 [auto_monad]: 8.594e-05 [graph_reusing]: 6.60002e-06 [inline]: 2.25002e-06 [add_attr]: 0.0468822, [1] [add_attr_with_inline]: 0.0468653, [1] [Cycle 1]: 7.999e-05, [2] [tag_attr]: 2.959e-05 [meta_addattr_fg_expand]: 6.24001e-06 [parallel-infer-symbol]: 3.81001e-06 [pre_auto_parallel]: 5.148e-05 [insert-virtual-dataset]: 3.18e-06 [parallel-infer-symbol-second]: 7.80012e-07 [dataset_repeat_opt]: 2.14e-06 [pipeline_split]: 1.51998e-06 [optimize]: 0.00548616, [53] [py_interpret_to_execute]: 1.139e-05 [rewriter_before_opt_a]: 0.0002235 [opt_a]: 0.00307415, [2] [Cycle 1]: 0.00255952, [45] [expand_dump_flag]: 3.51001e-06 [switch_simplify]: 0.00027312 [loop_unroll]: 3.313e-05 [a_1]: 0.00063087 [with_stream_mark]: 2.074e-05 [recompute_prepare]: 6.35002e-06 [updatestate_depend_eliminate]: 3.7e-06 [updatestate_assign_eliminate]: 2.88e-06 [updatestate_loads_eliminate]: 2.12001e-06 [parameter_eliminate]: 2.46e-06 [a_2]: 5.49e-05 [accelerated_algorithm]: 5.32001e-06 [shard]: 2.64999e-06 [meta_shard_fg_expand]: 1.70001e-06 [shard_inline]: 4.78001e-06 [merge_send_recv]: 7.97e-06 [auto_parallel]: 6.50002e-06 [parallel]: 2.478e-05 [flash_sp]: 8.39002e-06 [merge_comm]: 3.06999e-06 [allreduce_fusion]: 2.65002e-06 [matmul_add_comm_reduction]: 9.87999e-06 [allreduce_slice_to_reducescatter]: 8.09989e-07 [virtual_shard_identity]: 6.93e-06 [virtual_dataset]: 4.76002e-06 [get_grad_eliminate_]: 5.27999e-06 [virtual_output]: 4.55999e-06 [merge_forward]: 3.21999e-06 [cell_reuse_recompute_pass]: 1.24e-06 [offload_activation]: 8.33999e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.42999e-06 [merge_recompute_call_nodes]: 1.53002e-06 [before_grad]: 8.65999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.74999e-06 [meta_fg_expand]: 2.27001e-06 [flash_sp_send_recv_attached]: 2.66999e-06 [receive_attached]: 1.98997e-06 [after_resolve]: 8.95999e-06 [a_after_grad]: 6.73e-06 [renormalize]: 0.00103679 [add_forward_monad_depend]: 6.68e-06 [auto_monad_grad]: 2.49999e-06 [auto_monad_eliminator]: 1.434e-05 [cse]: 2.801e-05 [a_3]: 3.706e-05 [Cycle 2]: 0.00050189, [45] [expand_dump_flag]: 1.74998e-06 [switch_simplify]: 5.40999e-06 [loop_unroll]: 4.87e-06 [a_1]: 7.297e-05 [with_stream_mark]: 1.442e-05 [recompute_prepare]: 4.35999e-06 [updatestate_depend_eliminate]: 2.22999e-06 [updatestate_assign_eliminate]: 1.93002e-06 [updatestate_loads_eliminate]: 2.07001e-06 [parameter_eliminate]: 1.22e-06 [a_2]: 4.514e-05 [accelerated_algorithm]: 4.38001e-06 [shard]: 1.57001e-06 [meta_shard_fg_expand]: 1.45999e-06 [shard_inline]: 3.88999e-06 [merge_send_recv]: 4.53999e-06 [auto_parallel]: 5.74e-06 [parallel]: 5.44e-06 [flash_sp]: 3.74002e-06 [merge_comm]: 2.08002e-06 [allreduce_fusion]: 2.11e-06 [matmul_add_comm_reduction]: 4.96997e-06 [allreduce_slice_to_reducescatter]: 6.00005e-07 [virtual_shard_identity]: 5.27001e-06 [virtual_dataset]: 4.21001e-06 [get_grad_eliminate_]: 3.88001e-06 [virtual_output]: 4.50001e-06 [merge_forward]: 2.73e-06 [cell_reuse_recompute_pass]: 1.82999e-06 [offload_activation]: 6.17001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.122e-05 [merge_recompute_call_nodes]: 1.17e-06 [before_grad]: 6.96001e-06 [set_forward_comm_id_for_comm_node_pass]: 2.61999e-06 [meta_fg_expand]: 1.60001e-06 [flash_sp_send_recv_attached]: 1.17e-06 [receive_attached]: 1.44e-06 [after_resolve]: 8.30999e-06 [a_after_grad]: 5.62999e-06 [renormalize]: 5.9983e-08 [add_forward_monad_depend]: 2.16e-06 [auto_monad_grad]: 1.29e-06 [auto_monad_eliminator]: 5.07e-06 [cse]: 1.006e-05 [a_3]: 2.355e-05 [py_interpret_to_execute_after_opt_a]: 6.05002e-06 [slice_cell_reuse_recomputed_activation]: 2.30002e-06 [rewriter_after_opt_a]: 1.465e-05 [convert_after_rewriter]: 1.20999e-06 [order_py_execute_after_rewriter]: 1.36002e-06 [mutable_eliminate]: 0.00073454 [opt_b]: 0.00018435, [1] [Cycle 1]: 0.00017722, [7] [b_1]: 0.00011017 [b_2]: 6.61e-06 [updatestate_depend_eliminate]: 6.07001e-06 [updatestate_assign_eliminate]: 1.62001e-06 [updatestate_loads_eliminate]: 1.91e-06 [renormalize]: 8.00006e-07 [cse]: 1.583e-05 [optimize_parallel_all_gather_comm]: 1.754e-05 [overlap_param_gather]: 2.43e-06 [cconv]: 3.493e-05 [loop_unroll]: 0.00050639 [opt_after_cconv]: 8.337e-05, [1] [Cycle 1]: 7.697e-05, [7] [c_1]: 1.967e-05 [parameter_eliminate]: 3.89002e-06 [updatestate_depend_eliminate]: 5.07999e-06 [updatestate_assign_eliminate]: 1.77999e-06 [updatestate_loads_eliminate]: 1.54e-06 [cse]: 1.304e-05 [renormalize]: 5.50004e-07 [remove_dup_value]: 1.356e-05 [tuple_transform]: 5.821e-05, [1] [Cycle 1]: 5.357e-05, [4] [d_1]: 2.92e-05 [none_parameter_eliminate]: 1.59e-06 [renormalize]: 2.50002e-07 [switch_simplify]: 4.89003e-06 [partial_unused_args_eliminate]: 2.36998e-06 [add_recomputation]: 4.452e-05 [cse_after_recomputation]: 1.681e-05, [1] [Cycle 1]: 1.249e-05, [1] [cse]: 7.15e-06 [environ_conv]: 4.77998e-06 [swap_dp_allreduce_reducescatter]: 4.05e-06 [bias_add_comm_swap]: 3.6e-06 [label_micro_interleaved_index]: 4.62e-06 [label_fine_grained_interleaved_index]: 2.56998e-06 [merge_cast_opt]: 1.57999e-06 [slice_recompute_activation]: 2.16998e-06 [micro_interleaved_order_control]: 2.39001e-06 [assign_add_opt]: 1.59e-06 [ForceFp32Comm]: 8.2e-07 [remove_cast_before_assign_add]: 1.04e-06 [full_micro_interleaved_order_control]: 2.57001e-06 [reorder_send_recv_between_fp_bp]: 2.64001e-06 [comm_op_add_attrs]: 1.12e-06 [add_comm_op_reuse_tag]: 1.04e-06 [interleave_split_concat_branches]: 1.15999e-06 [interleave_parallel_branches]: 1.59e-06 [overlap_opt_shard_in_pipeline]: 1.10999e-06 [overlap_opt_shard_grad_in_pipeline]: 1.88002e-06 [control_data_broadcast_order]: 1.021e-05 [grouped_pairwise_exchange_alltoall]: 1.33002e-06 [offloading_packed_experts]: 3.19001e-06 [overlap_recompute_and_grad_model_parallel]: 3.71999e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.07e-06 [overlap_recompute_allgather_and_fa_grad]: 1.20999e-06 [overlap_recompute_comm]: 2.19001e-06 [overlap_grad_ring_attention]: 3.33998e-06 [overlap_grad_flash_sp]: 2.02e-05 [begin_end_overlap_inline]: 4.7998e-07 [split_matmul_comm_elemetwise]: 2.11e-06 [split_layernorm_comm]: 1.69e-06 [handle_group_info]: 1.02998e-06 [symbol_engine_optimizer]: 6.475e-05, [1] [Cycle 1]: 6.028e-05, [6] [build]: 3.9e-06 [elim_shapecalc]: 8.08001e-06 [elim_not_effective]: 9.05999e-06 [opt_reshape]: 5.24e-06 [fold_const_symbol]: 7.02002e-06 [renormalize]: 1.8999e-07 [detach_backward]: 2.14999e-06 [pipeline_parallel_scheduler]: 1.50001e-06 [auto_monad_reorder]: 1.561e-05 [get_jit_bprop_graph]: 1.89999e-06 [rewriter_after_jit_bprop_graph]: 5.20001e-06 [opt_after_jit_grad]: 0.00047649 [validate]: 3.848e-05 Sums bootstrap : 0.000722s : 0.22% type_inference : 0.314655s : 98.10% event_method : 0.000025s : 0.01% auto_monad : 0.000086s : 0.03% graph_reusing : 0.000007s : 0.00% inline : 0.000002s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000030s : 0.01% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000051s : 0.02% insert-virtual-dataset : 0.000003s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000011s : 0.00% optimize.rewriter_before_opt_a : 0.000224s : 0.07% optimize.opt_a.expand_dump_flag : 0.000005s : 0.00% optimize.opt_a.switch_simplify : 0.000279s : 0.09% optimize.opt_a.loop_unroll : 0.000038s : 0.01% optimize.opt_a.a_1 : 0.000704s : 0.22% optimize.opt_a.with_stream_mark : 0.000035s : 0.01% optimize.opt_a.recompute_prepare : 0.000011s : 0.00% optimize.opt_a.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000100s : 0.03% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.00% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000009s : 0.00% optimize.opt_a.merge_send_recv : 0.000013s : 0.00% optimize.opt_a.auto_parallel : 0.000012s : 0.00% optimize.opt_a.parallel : 0.000030s : 0.01% optimize.opt_a.flash_sp : 0.000012s : 0.00% optimize.opt_a.merge_comm : 0.000005s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000015s : 0.00% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.00% optimize.opt_a.virtual_dataset : 0.000009s : 0.00% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.00% optimize.opt_a.virtual_output : 0.000009s : 0.00% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000015s : 0.00% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000021s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.00% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000005s : 0.00% optimize.opt_a.meta_fg_expand : 0.000004s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000004s : 0.00% optimize.opt_a.receive_attached : 0.000003s : 0.00% optimize.opt_a.after_resolve : 0.000017s : 0.01% optimize.opt_a.a_after_grad : 0.000012s : 0.00% optimize.opt_a.renormalize : 0.001037s : 0.32% optimize.opt_a.add_forward_monad_depend : 0.000009s : 0.00% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000019s : 0.01% optimize.opt_a.cse : 0.000038s : 0.01% optimize.opt_a.a_3 : 0.000061s : 0.02% optimize.py_interpret_to_execute_after_opt_a : 0.000006s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000015s : 0.00% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000735s : 0.23% optimize.opt_b.b_1 : 0.000110s : 0.03% optimize.opt_b.b_2 : 0.000007s : 0.00% optimize.opt_b.updatestate_depend_eliminate : 0.000006s : 0.00% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000016s : 0.00% optimize.optimize_parallel_all_gather_comm : 0.000018s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000035s : 0.01% optimize.loop_unroll : 0.000506s : 0.16% optimize.opt_after_cconv.c_1 : 0.000020s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.cse : 0.000013s : 0.00% optimize.opt_after_cconv.renormalize : 0.000001s : 0.00% optimize.remove_dup_value : 0.000014s : 0.00% optimize.tuple_transform.d_1 : 0.000029s : 0.01% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000045s : 0.01% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000005s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000004s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000002s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000002s : 0.00% optimize.assign_add_opt : 0.000002s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000003s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000002s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000001s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000010s : 0.00% optimize.grouped_pairwise_exchange_alltoall : 0.000001s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000003s : 0.00% optimize.overlap_grad_flash_sp : 0.000020s : 0.01% optimize.begin_end_overlap_inline : 0.000000s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000004s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.00% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000002s : 0.00% pipeline_parallel_scheduler : 0.000002s : 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 : 0.000476s : 0.15% validate : 0.000038s : 0.01% Time group info: ------[substitution.] 0.000208 19 0.89% : 0.000002s : 1: substitution.elim_not_effective 0.45% : 0.000001s : 1: substitution.fold_const_symbol 2.53% : 0.000005s : 2: substitution.graph_param_transform 79.37% : 0.000165s : 6: substitution.inline 1.73% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.25% : 0.000005s : 2: substitution.remove_not_recompute_node 2.27% : 0.000005s : 2: substitution.replace_old_param 4.16% : 0.000009s : 1: substitution.switch_simplify 6.35% : 0.000013s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.314537 2 99.43% : 0.312756s : 1: type_inference.infer 0.57% : 0.001781s : 1: type_inference.specialize ------[replace.] 0.000251 9 19.56% : 0.000049s : 6: replace.inline 74.88% : 0.000188s : 1: replace.switch_simplify 5.56% : 0.000014s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000181 9 89.18% : 0.000162s : 6: match.inline 4.14% : 0.000007s : 1: match.switch_simplify 6.68% : 0.000012s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000165 912 1.06% : 0.000002s : 11: predicate.accumulaten_eliminater 0.67% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.41% : 0.000001s : 4: predicate.addn_check_dump 1.14% : 0.000002s : 11: predicate.addn_zero_filter 1.03% : 0.000002s : 11: predicate.adjust_all_reduce_mul_add 1.97% : 0.000003s : 15: predicate.arithmetic_simplify 0.99% : 0.000002s : 11: predicate.cast_eliminate 0.42% : 0.000001s : 4: predicate.check_bprop_eliminate 0.42% : 0.000001s : 4: predicate.compare_switch_simplify 0.10% : 0.000000s : 2: predicate.const_output_eliminate 0.49% : 0.000001s : 4: predicate.depend_value_elim 1.04% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.09% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.09% : 0.000002s : 11: predicate.dict_set_item_eliminator 0.67% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.18% : 0.000000s : 2: predicate.elim_not_effective 0.37% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.46% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.24% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.04% : 0.000002s : 13: predicate.environ_get_depend_swap 1.69% : 0.000003s : 17: predicate.environ_get_eliminate 1.45% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.86% : 0.000003s : 19: predicate.exchange_switch_depend_value 2.88% : 0.000005s : 19: predicate.float_depend_g_call 0.33% : 0.000001s : 4: predicate.float_environ_get_switch 0.49% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.13% : 0.000000s : 2: predicate.fold_const_symbol 0.84% : 0.000001s : 4: predicate.get_grad_eliminate 0.13% : 0.000000s : 2: predicate.graph_param_transform 0.35% : 0.000001s : 4: predicate.incorporate_call 0.32% : 0.000001s : 4: predicate.incorporate_call_switch 6.15% : 0.000010s : 42: predicate.inline 0.75% : 0.000001s : 4: predicate.inline_without_move 0.24% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.92% : 0.000002s : 4: predicate.less_batch_normalization 1.85% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.49% : 0.000004s : 28: predicate.load_eliminater 1.05% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.22% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.78% : 0.000003s : 15: predicate.make_slice_get_slice_eliminator 0.39% : 0.000001s : 4: predicate.merge_addn 0.35% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.36% : 0.000001s : 4: predicate.mini_step_allgather_replace 1.01% : 0.000002s : 11: predicate.minmaximum_grad 1.09% : 0.000002s : 2: predicate.mutable_eliminate 0.52% : 0.000001s : 2: predicate.opt_reshape 0.35% : 0.000001s : 2: predicate.parallel_virtual_node 2.25% : 0.000004s : 19: predicate.partial_defer_inline 1.41% : 0.000002s : 15: predicate.partial_eliminate 1.35% : 0.000002s : 11: predicate.print_const_string_wrapper 0.44% : 0.000001s : 4: predicate.reduce_all_const_elim 1.31% : 0.000002s : 11: predicate.reduce_eliminate 2.36% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.41% : 0.000001s : 4: predicate.remove_not_recompute_node 1.20% : 0.000002s : 17: predicate.replace_applicator 0.35% : 0.000001s : 4: predicate.replace_old_param 0.21% : 0.000000s : 2: predicate.reset_defer_inline 1.26% : 0.000002s : 11: predicate.reshape_eliminate 0.42% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.32% : 0.000001s : 2: predicate.row_tensor_eliminate 0.50% : 0.000001s : 4: predicate.same_eliminate 0.29% : 0.000000s : 4: predicate.set_cell_output_no_recompute 0.78% : 0.000001s : 4: predicate.shard_identity_eliminate 0.43% : 0.000001s : 4: predicate.special_op_eliminate 0.49% : 0.000001s : 4: predicate.specialize_transform 1.05% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.54% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.22% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.85% : 0.000003s : 19: predicate.switch_defer_inline 2.05% : 0.000003s : 23: predicate.switch_layer_defer_inline 6.16% : 0.000010s : 62: predicate.switch_simplify 0.98% : 0.000002s : 11: predicate.tile_eliminate 1.02% : 0.000002s : 11: predicate.transpose_eliminate 1.55% : 0.000003s : 15: predicate.tuple_list_convert_item_index_to_positive 1.51% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.28% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.44% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.56% : 0.000003s : 15: predicate.tuple_list_get_set_item_eliminator 2.26% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.77% : 0.000003s : 17: predicate.tuple_to_list_eliminator_ 2.28% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.88% : 0.000005s : 32: predicate.updatestate_useless_node_eliminater 0.29% : 0.000000s : 2: predicate.value_based_eliminate 0.55% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.53% : 0.000001s : 4: predicate.virtual_output_eliminate 0.21% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.36% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001125 14 60.46% : 0.000680s : 6: func_graph_cloner_run.FuncGraphClonerGraph 39.54% : 0.000445s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.423333 192 0.00% : 0.000003s : 1: ForceFp32Comm 11.08% : 0.046889s : 1: add_attr 11.07% : 0.046870s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.01% : 0.000049s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.02% : 0.000092s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.18% : 0.000758s : 1: bootstrap 0.01% : 0.000038s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.00% : 0.000013s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.00% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000005s : 1: detach_backward 0.00% : 0.000008s : 1: environ_conv 0.01% : 0.000031s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 0.00% : 0.000004s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000005s : 1: inline 0.00% : 0.000007s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.00% : 0.000007s : 1: label_micro_interleaved_index 0.12% : 0.000515s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.18% : 0.000744s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.29% : 0.001230s : 78: opt.transform.opt_a 0.00% : 0.000018s : 1: opt.transform.opt_after_cconv 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000089s : 28: opt.transform.opt_b 0.01% : 0.000032s : 2: opt.transform.opt_trans_graph 0.01% : 0.000026s : 4: opt.transform.symbol_engine_opt 0.73% : 0.003078s : 1: opt_a 0.02% : 0.000087s : 1: opt_after_cconv 0.11% : 0.000485s : 1: opt_after_jit_grad 0.06% : 0.000249s : 1: opt_b 1.30% : 0.005492s : 1: optimize 0.01% : 0.000023s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000023s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000006s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000006s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000007s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000007s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pipeline_parallel_scheduler 0.00% : 0.000004s : 1: pipeline_split 0.01% : 0.000056s : 1: pre_auto_parallel 0.00% : 0.000015s : 1: py_interpret_to_execute 0.00% : 0.000009s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.00% : 0.000017s : 1: remove_dup_value 0.13% : 0.000558s : 1: renormalize.infer 0.11% : 0.000470s : 1: renormalize.specialize 0.00% : 0.000005s : 1: reorder_send_recv_between_fp_bp 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000018s : 1: rewriter_after_opt_a 0.05% : 0.000230s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000005s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.02% : 0.000068s : 1: symbol_engine_optimizer 0.01% : 0.000061s : 1: tuple_transform 74.33% : 0.314680s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape1-kbk] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape1-kbk],max_mem:2.0M TotalTime = 0.154029, [21] [bootstrap]: 0.00067188 [type_inference]: 0.142753 [event_method]: 2.303e-05 [auto_monad]: 8.472e-05 [graph_reusing]: 6.63e-06 [inline]: 2.82002e-06 [add_attr]: 0.0043981, [1] [add_attr_with_inline]: 0.00438266, [1] [Cycle 1]: 7.638e-05, [2] [tag_attr]: 2.866e-05 [meta_addattr_fg_expand]: 5.91e-06 [parallel-infer-symbol]: 3.82998e-06 [pre_auto_parallel]: 4.837e-05 [insert-virtual-dataset]: 2.29001e-06 [parallel-infer-symbol-second]: 8.70001e-07 [dataset_repeat_opt]: 2.09e-06 [pipeline_split]: 1.67999e-06 [optimize]: 0.00524963, [53] [py_interpret_to_execute]: 6.44001e-06 [rewriter_before_opt_a]: 0.00021111 [opt_a]: 0.00289598, [2] [Cycle 1]: 0.00234656, [45] [expand_dump_flag]: 3.76001e-06 [switch_simplify]: 8.987e-05 [loop_unroll]: 3.061e-05 [a_1]: 0.00061461 [with_stream_mark]: 2.139e-05 [recompute_prepare]: 8.78001e-06 [updatestate_depend_eliminate]: 3.07002e-06 [updatestate_assign_eliminate]: 2.94999e-06 [updatestate_loads_eliminate]: 2.19001e-06 [parameter_eliminate]: 1.84998e-06 [a_2]: 5.444e-05 [accelerated_algorithm]: 5.99999e-06 [shard]: 2.27001e-06 [meta_shard_fg_expand]: 1.72999e-06 [shard_inline]: 4.40999e-06 [merge_send_recv]: 7.91001e-06 [auto_parallel]: 6.37001e-06 [parallel]: 2.648e-05 [flash_sp]: 9.94001e-06 [merge_comm]: 3.04999e-06 [allreduce_fusion]: 2.39999e-06 [matmul_add_comm_reduction]: 9.56e-06 [allreduce_slice_to_reducescatter]: 6.50005e-07 [virtual_shard_identity]: 6.66999e-06 [virtual_dataset]: 4.62e-06 [get_grad_eliminate_]: 4.42e-06 [virtual_output]: 5.02e-06 [merge_forward]: 3.88001e-06 [cell_reuse_recompute_pass]: 1.24e-06 [offload_activation]: 8.90999e-06 [cell_reuse_handle_not_recompute_node_pass]: 9.70002e-06 [merge_recompute_call_nodes]: 1.50001e-06 [before_grad]: 8.31002e-06 [set_forward_comm_id_for_comm_node_pass]: 3.06999e-06 [meta_fg_expand]: 2.26998e-06 [flash_sp_send_recv_attached]: 3.19001e-06 [receive_attached]: 2.04e-06 [after_resolve]: 8.72998e-06 [a_after_grad]: 6.76999e-06 [renormalize]: 0.00100974 [add_forward_monad_depend]: 8.65001e-06 [auto_monad_grad]: 2.83998e-06 [auto_monad_eliminator]: 1.647e-05 [cse]: 2.974e-05 [a_3]: 3.93e-05 [Cycle 2]: 0.00053479, [45] [expand_dump_flag]: 2.28002e-06 [switch_simplify]: 6.86001e-06 [loop_unroll]: 3.94002e-06 [a_1]: 6.547e-05 [with_stream_mark]: 1.467e-05 [recompute_prepare]: 4.58999e-06 [updatestate_depend_eliminate]: 3.68999e-06 [updatestate_assign_eliminate]: 2.06998e-06 [updatestate_loads_eliminate]: 2.12999e-06 [parameter_eliminate]: 1.77999e-06 [a_2]: 4.342e-05 [accelerated_algorithm]: 4.49002e-06 [shard]: 1.76e-06 [meta_shard_fg_expand]: 1.13001e-06 [shard_inline]: 3.8e-06 [merge_send_recv]: 5.67999e-06 [auto_parallel]: 6.16e-06 [parallel]: 6.76999e-06 [flash_sp]: 3.81999e-06 [merge_comm]: 2.94999e-06 [allreduce_fusion]: 2.83e-06 [matmul_add_comm_reduction]: 5.84999e-06 [allreduce_slice_to_reducescatter]: 7.30011e-07 [virtual_shard_identity]: 5.21002e-06 [virtual_dataset]: 3.86999e-06 [get_grad_eliminate_]: 4.27e-06 [virtual_output]: 3.8e-06 [merge_forward]: 2.48e-06 [cell_reuse_recompute_pass]: 1.67001e-06 [offload_activation]: 5.57999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.065e-05 [merge_recompute_call_nodes]: 1.27e-06 [before_grad]: 7.28999e-06 [set_forward_comm_id_for_comm_node_pass]: 2.56998e-06 [meta_fg_expand]: 1.05001e-06 [flash_sp_send_recv_attached]: 1.37e-06 [receive_attached]: 2.16e-06 [after_resolve]: 9.02e-06 [a_after_grad]: 6.04999e-06 [renormalize]: 6.00121e-08 [add_forward_monad_depend]: 1.64998e-06 [auto_monad_grad]: 1.46002e-06 [auto_monad_eliminator]: 5.29e-06 [cse]: 1.275e-05 [a_3]: 2.28e-05 [py_interpret_to_execute_after_opt_a]: 6.78998e-06 [slice_cell_reuse_recomputed_activation]: 2.36e-06 [rewriter_after_opt_a]: 1.67e-05 [convert_after_rewriter]: 1.24998e-06 [order_py_execute_after_rewriter]: 1.14e-06 [mutable_eliminate]: 0.00073186 [opt_b]: 0.00019223, [1] [Cycle 1]: 0.00018445, [7] [b_1]: 8.096e-05 [b_2]: 3.964e-05 [updatestate_depend_eliminate]: 7.53e-06 [updatestate_assign_eliminate]: 2.00002e-06 [updatestate_loads_eliminate]: 1.76e-06 [renormalize]: 7.00005e-07 [cse]: 1.847e-05 [optimize_parallel_all_gather_comm]: 1.831e-05 [overlap_param_gather]: 2.12001e-06 [cconv]: 3.361e-05 [loop_unroll]: 0.00050511 [opt_after_cconv]: 8.686e-05, [1] [Cycle 1]: 8.063e-05, [7] [c_1]: 1.939e-05 [parameter_eliminate]: 4.06001e-06 [updatestate_depend_eliminate]: 5.19e-06 [updatestate_assign_eliminate]: 1.77999e-06 [updatestate_loads_eliminate]: 1.42999e-06 [cse]: 1.723e-05 [renormalize]: 3.00002e-07 [remove_dup_value]: 1.331e-05 [tuple_transform]: 6.05e-05, [1] [Cycle 1]: 5.587e-05, [4] [d_1]: 3.096e-05 [none_parameter_eliminate]: 1.64998e-06 [renormalize]: 4.09986e-07 [switch_simplify]: 5.09998e-06 [partial_unused_args_eliminate]: 2.32001e-06 [add_recomputation]: 3.949e-05 [cse_after_recomputation]: 1.69e-05, [1] [Cycle 1]: 1.247e-05, [1] [cse]: 7.05e-06 [environ_conv]: 5.53002e-06 [swap_dp_allreduce_reducescatter]: 3.97e-06 [bias_add_comm_swap]: 3.18e-06 [label_micro_interleaved_index]: 5.26002e-06 [label_fine_grained_interleaved_index]: 2.64999e-06 [merge_cast_opt]: 1.39e-06 [slice_recompute_activation]: 2.07999e-06 [micro_interleaved_order_control]: 2.56998e-06 [assign_add_opt]: 1.15999e-06 [ForceFp32Comm]: 8.70001e-07 [remove_cast_before_assign_add]: 1.39e-06 [full_micro_interleaved_order_control]: 2.69001e-06 [reorder_send_recv_between_fp_bp]: 3.11001e-06 [comm_op_add_attrs]: 1.16002e-06 [add_comm_op_reuse_tag]: 1.09003e-06 [interleave_split_concat_branches]: 1.25001e-06 [interleave_parallel_branches]: 1.23002e-06 [overlap_opt_shard_in_pipeline]: 1.88002e-06 [overlap_opt_shard_grad_in_pipeline]: 1.84998e-06 [control_data_broadcast_order]: 1.246e-05 [grouped_pairwise_exchange_alltoall]: 1.86e-06 [offloading_packed_experts]: 3.46999e-06 [overlap_recompute_and_grad_model_parallel]: 4.42e-06 [overlap_grad_matmul_and_grad_allreduce]: 1.17999e-06 [overlap_recompute_allgather_and_fa_grad]: 1.37999e-06 [overlap_recompute_comm]: 2.33002e-06 [overlap_grad_ring_attention]: 3.56999e-06 [overlap_grad_flash_sp]: 2.056e-05 [begin_end_overlap_inline]: 6.99976e-07 [split_matmul_comm_elemetwise]: 2.43998e-06 [split_layernorm_comm]: 1.76003e-06 [handle_group_info]: 1.11002e-06 [symbol_engine_optimizer]: 6.651e-05, [1] [Cycle 1]: 6.208e-05, [6] [build]: 3.38999e-06 [elim_shapecalc]: 9.18002e-06 [elim_not_effective]: 9.31e-06 [opt_reshape]: 5.02e-06 [fold_const_symbol]: 7.16001e-06 [renormalize]: 1.50001e-07 [detach_backward]: 2.89999e-06 [pipeline_parallel_scheduler]: 1.50001e-06 [auto_monad_reorder]: 1.591e-05 [get_jit_bprop_graph]: 1.77999e-06 [rewriter_after_jit_bprop_graph]: 5.82999e-06 [opt_after_jit_grad]: 0.00054026 [validate]: 4.168e-05 Sums bootstrap : 0.000672s : 0.45% type_inference : 0.142753s : 96.05% event_method : 0.000023s : 0.02% auto_monad : 0.000085s : 0.06% graph_reusing : 0.000007s : 0.00% inline : 0.000003s : 0.00% add_attr.add_attr_with_inline.tag_attr : 0.000029s : 0.02% add_attr.add_attr_with_inline.meta_addattr_fg_expand : 0.000006s : 0.00% parallel-infer-symbol : 0.000004s : 0.00% pre_auto_parallel : 0.000048s : 0.03% insert-virtual-dataset : 0.000002s : 0.00% parallel-infer-symbol-second : 0.000001s : 0.00% dataset_repeat_opt : 0.000002s : 0.00% pipeline_split : 0.000002s : 0.00% optimize.py_interpret_to_execute : 0.000006s : 0.00% optimize.rewriter_before_opt_a : 0.000211s : 0.14% optimize.opt_a.expand_dump_flag : 0.000006s : 0.00% optimize.opt_a.switch_simplify : 0.000097s : 0.07% optimize.opt_a.loop_unroll : 0.000035s : 0.02% optimize.opt_a.a_1 : 0.000680s : 0.46% optimize.opt_a.with_stream_mark : 0.000036s : 0.02% optimize.opt_a.recompute_prepare : 0.000013s : 0.01% optimize.opt_a.updatestate_depend_eliminate : 0.000007s : 0.00% optimize.opt_a.updatestate_assign_eliminate : 0.000005s : 0.00% optimize.opt_a.updatestate_loads_eliminate : 0.000004s : 0.00% optimize.opt_a.parameter_eliminate : 0.000004s : 0.00% optimize.opt_a.a_2 : 0.000098s : 0.07% optimize.opt_a.accelerated_algorithm : 0.000010s : 0.01% optimize.opt_a.shard : 0.000004s : 0.00% optimize.opt_a.meta_shard_fg_expand : 0.000003s : 0.00% optimize.opt_a.shard_inline : 0.000008s : 0.01% optimize.opt_a.merge_send_recv : 0.000014s : 0.01% optimize.opt_a.auto_parallel : 0.000013s : 0.01% optimize.opt_a.parallel : 0.000033s : 0.02% optimize.opt_a.flash_sp : 0.000014s : 0.01% optimize.opt_a.merge_comm : 0.000006s : 0.00% optimize.opt_a.allreduce_fusion : 0.000005s : 0.00% optimize.opt_a.matmul_add_comm_reduction : 0.000015s : 0.01% optimize.opt_a.allreduce_slice_to_reducescatter : 0.000001s : 0.00% optimize.opt_a.virtual_shard_identity : 0.000012s : 0.01% optimize.opt_a.virtual_dataset : 0.000008s : 0.01% optimize.opt_a.get_grad_eliminate_ : 0.000009s : 0.01% optimize.opt_a.virtual_output : 0.000009s : 0.01% optimize.opt_a.merge_forward : 0.000006s : 0.00% optimize.opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% optimize.opt_a.offload_activation : 0.000014s : 0.01% optimize.opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000020s : 0.01% optimize.opt_a.merge_recompute_call_nodes : 0.000003s : 0.00% optimize.opt_a.before_grad : 0.000016s : 0.01% optimize.opt_a.set_forward_comm_id_for_comm_node_pass : 0.000006s : 0.00% optimize.opt_a.meta_fg_expand : 0.000003s : 0.00% optimize.opt_a.flash_sp_send_recv_attached : 0.000005s : 0.00% optimize.opt_a.receive_attached : 0.000004s : 0.00% optimize.opt_a.after_resolve : 0.000018s : 0.01% optimize.opt_a.a_after_grad : 0.000013s : 0.01% optimize.opt_a.renormalize : 0.001010s : 0.68% optimize.opt_a.add_forward_monad_depend : 0.000010s : 0.01% optimize.opt_a.auto_monad_grad : 0.000004s : 0.00% optimize.opt_a.auto_monad_eliminator : 0.000022s : 0.01% optimize.opt_a.cse : 0.000042s : 0.03% optimize.opt_a.a_3 : 0.000062s : 0.04% optimize.py_interpret_to_execute_after_opt_a : 0.000007s : 0.00% optimize.slice_cell_reuse_recomputed_activation : 0.000002s : 0.00% optimize.rewriter_after_opt_a : 0.000017s : 0.01% optimize.convert_after_rewriter : 0.000001s : 0.00% optimize.order_py_execute_after_rewriter : 0.000001s : 0.00% optimize.mutable_eliminate : 0.000732s : 0.49% optimize.opt_b.b_1 : 0.000081s : 0.05% optimize.opt_b.b_2 : 0.000040s : 0.03% optimize.opt_b.updatestate_depend_eliminate : 0.000008s : 0.01% optimize.opt_b.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_b.updatestate_loads_eliminate : 0.000002s : 0.00% optimize.opt_b.renormalize : 0.000001s : 0.00% optimize.opt_b.cse : 0.000018s : 0.01% optimize.optimize_parallel_all_gather_comm : 0.000018s : 0.01% optimize.overlap_param_gather : 0.000002s : 0.00% optimize.cconv : 0.000034s : 0.02% optimize.loop_unroll : 0.000505s : 0.34% optimize.opt_after_cconv.c_1 : 0.000019s : 0.01% optimize.opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% optimize.opt_after_cconv.updatestate_depend_eliminate : 0.000005s : 0.00% optimize.opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% optimize.opt_after_cconv.updatestate_loads_eliminate : 0.000001s : 0.00% optimize.opt_after_cconv.cse : 0.000017s : 0.01% optimize.opt_after_cconv.renormalize : 0.000000s : 0.00% optimize.remove_dup_value : 0.000013s : 0.01% optimize.tuple_transform.d_1 : 0.000031s : 0.02% optimize.tuple_transform.none_parameter_eliminate : 0.000002s : 0.00% optimize.tuple_transform.renormalize : 0.000000s : 0.00% optimize.tuple_transform.switch_simplify : 0.000005s : 0.00% optimize.partial_unused_args_eliminate : 0.000002s : 0.00% optimize.add_recomputation : 0.000039s : 0.03% optimize.cse_after_recomputation.cse : 0.000007s : 0.00% optimize.environ_conv : 0.000006s : 0.00% optimize.swap_dp_allreduce_reducescatter : 0.000004s : 0.00% optimize.bias_add_comm_swap : 0.000003s : 0.00% optimize.label_micro_interleaved_index : 0.000005s : 0.00% optimize.label_fine_grained_interleaved_index : 0.000003s : 0.00% optimize.merge_cast_opt : 0.000001s : 0.00% optimize.slice_recompute_activation : 0.000002s : 0.00% optimize.micro_interleaved_order_control : 0.000003s : 0.00% optimize.assign_add_opt : 0.000001s : 0.00% optimize.ForceFp32Comm : 0.000001s : 0.00% optimize.remove_cast_before_assign_add : 0.000001s : 0.00% optimize.full_micro_interleaved_order_control : 0.000003s : 0.00% optimize.reorder_send_recv_between_fp_bp : 0.000003s : 0.00% optimize.comm_op_add_attrs : 0.000001s : 0.00% optimize.add_comm_op_reuse_tag : 0.000001s : 0.00% optimize.interleave_split_concat_branches : 0.000001s : 0.00% optimize.interleave_parallel_branches : 0.000001s : 0.00% optimize.overlap_opt_shard_in_pipeline : 0.000002s : 0.00% optimize.overlap_opt_shard_grad_in_pipeline : 0.000002s : 0.00% optimize.control_data_broadcast_order : 0.000012s : 0.01% optimize.grouped_pairwise_exchange_alltoall : 0.000002s : 0.00% optimize.offloading_packed_experts : 0.000003s : 0.00% optimize.overlap_recompute_and_grad_model_parallel : 0.000004s : 0.00% optimize.overlap_grad_matmul_and_grad_allreduce : 0.000001s : 0.00% optimize.overlap_recompute_allgather_and_fa_grad : 0.000001s : 0.00% optimize.overlap_recompute_comm : 0.000002s : 0.00% optimize.overlap_grad_ring_attention : 0.000004s : 0.00% optimize.overlap_grad_flash_sp : 0.000021s : 0.01% optimize.begin_end_overlap_inline : 0.000001s : 0.00% optimize.split_matmul_comm_elemetwise : 0.000002s : 0.00% optimize.split_layernorm_comm : 0.000002s : 0.00% optimize.handle_group_info : 0.000001s : 0.00% optimize.symbol_engine_optimizer.build : 0.000003s : 0.00% optimize.symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.01% optimize.symbol_engine_optimizer.elim_not_effective : 0.000009s : 0.01% optimize.symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% optimize.symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% optimize.symbol_engine_optimizer.renormalize : 0.000000s : 0.00% detach_backward : 0.000003s : 0.00% pipeline_parallel_scheduler : 0.000002s : 0.00% auto_monad_reorder : 0.000016s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000540s : 0.36% validate : 0.000042s : 0.03% Time group info: ------[substitution.] 0.000194 19 0.97% : 0.000002s : 1: substitution.elim_not_effective 0.54% : 0.000001s : 1: substitution.fold_const_symbol 2.60% : 0.000005s : 2: substitution.graph_param_transform 78.93% : 0.000153s : 6: substitution.inline 1.99% : 0.000004s : 2: substitution.j_node_and_user_rematch 2.03% : 0.000004s : 2: substitution.remove_not_recompute_node 2.55% : 0.000005s : 2: substitution.replace_old_param 4.01% : 0.000008s : 1: substitution.switch_simplify 6.39% : 0.000012s : 2: substitution.tuple_list_get_item_eliminator ------[type_inference.] 0.142671 2 98.87% : 0.141060s : 1: type_inference.infer 1.13% : 0.001611s : 1: type_inference.specialize ------[replace.] 0.000086 9 54.60% : 0.000047s : 6: replace.inline 28.09% : 0.000024s : 1: replace.switch_simplify 17.31% : 0.000015s : 2: replace.tuple_list_get_item_eliminator ------[match.] 0.000168 9 89.15% : 0.000150s : 6: match.inline 4.19% : 0.000007s : 1: match.switch_simplify 6.66% : 0.000011s : 2: match.tuple_list_get_item_eliminator ------[predicate.] 0.000161 912 0.95% : 0.000002s : 11: predicate.accumulaten_eliminater 0.92% : 0.000001s : 2: predicate.ad_related_special_op_eliminate 0.37% : 0.000001s : 4: predicate.addn_check_dump 0.98% : 0.000002s : 11: predicate.addn_zero_filter 0.91% : 0.000001s : 11: predicate.adjust_all_reduce_mul_add 1.81% : 0.000003s : 15: predicate.arithmetic_simplify 1.07% : 0.000002s : 11: predicate.cast_eliminate 0.37% : 0.000001s : 4: predicate.check_bprop_eliminate 0.38% : 0.000001s : 4: predicate.compare_switch_simplify 0.11% : 0.000000s : 2: predicate.const_output_eliminate 0.41% : 0.000001s : 4: predicate.depend_value_elim 1.03% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.10% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.04% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.23% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.31% : 0.000001s : 2: predicate.elim_not_effective 0.39% : 0.000001s : 2: predicate.elim_shapecalc_of_broadcastargs 1.11% : 0.000002s : 13: predicate.environ_add_const_eliminate 1.01% : 0.000002s : 13: predicate.environ_get_add_eliminate 1.02% : 0.000002s : 13: predicate.environ_get_depend_swap 1.50% : 0.000002s : 17: predicate.environ_get_eliminate 1.20% : 0.000002s : 13: predicate.environ_get_set_eliminate 1.65% : 0.000003s : 19: predicate.exchange_switch_depend_value 3.21% : 0.000005s : 19: predicate.float_depend_g_call 0.30% : 0.000000s : 4: predicate.float_environ_get_switch 0.48% : 0.000001s : 6: predicate.float_tuple_getitem_switch 0.13% : 0.000000s : 2: predicate.fold_const_symbol 0.58% : 0.000001s : 4: predicate.get_grad_eliminate 0.25% : 0.000000s : 2: predicate.graph_param_transform 0.36% : 0.000001s : 4: predicate.incorporate_call 0.39% : 0.000001s : 4: predicate.incorporate_call_switch 6.02% : 0.000010s : 42: predicate.inline 0.47% : 0.000001s : 4: predicate.inline_without_move 0.24% : 0.000000s : 4: predicate.j_node_and_user_rematch 0.84% : 0.000001s : 4: predicate.less_batch_normalization 1.86% : 0.000003s : 17: predicate.list_to_tuple_eliminator_ 2.41% : 0.000004s : 28: predicate.load_eliminater 1.30% : 0.000002s : 2: predicate.loop_unroll_after_grad 3.16% : 0.000005s : 35: predicate.loop_unroll_before_grad 1.46% : 0.000002s : 15: predicate.make_slice_get_slice_eliminator 0.44% : 0.000001s : 4: predicate.merge_addn 0.36% : 0.000001s : 4: predicate.micro_step_allgather_replace 0.40% : 0.000001s : 4: predicate.mini_step_allgather_replace 0.86% : 0.000001s : 11: predicate.minmaximum_grad 1.84% : 0.000003s : 2: predicate.mutable_eliminate 0.27% : 0.000000s : 2: predicate.opt_reshape 0.51% : 0.000001s : 2: predicate.parallel_virtual_node 2.32% : 0.000004s : 19: predicate.partial_defer_inline 1.35% : 0.000002s : 15: predicate.partial_eliminate 0.95% : 0.000002s : 11: predicate.print_const_string_wrapper 0.48% : 0.000001s : 4: predicate.reduce_all_const_elim 1.45% : 0.000002s : 11: predicate.reduce_eliminate 2.47% : 0.000004s : 28: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000001s : 4: predicate.remove_not_recompute_node 1.40% : 0.000002s : 17: predicate.replace_applicator 0.75% : 0.000001s : 4: predicate.replace_old_param 0.35% : 0.000001s : 2: predicate.reset_defer_inline 1.06% : 0.000002s : 11: predicate.reshape_eliminate 0.53% : 0.000001s : 4: predicate.row_tensor_add_zeros_like 0.32% : 0.000001s : 2: predicate.row_tensor_eliminate 1.00% : 0.000002s : 4: predicate.same_eliminate 0.45% : 0.000001s : 4: predicate.set_cell_output_no_recompute 0.57% : 0.000001s : 4: predicate.shard_identity_eliminate 0.67% : 0.000001s : 4: predicate.special_op_eliminate 0.42% : 0.000001s : 4: predicate.specialize_transform 0.96% : 0.000002s : 4: predicate.split_environ_get_set_with_tuple_value 0.92% : 0.000001s : 4: predicate.stack_unstack_eliminate 0.22% : 0.000000s : 2: predicate.switch_call_monad_eliminater 1.81% : 0.000003s : 19: predicate.switch_defer_inline 2.18% : 0.000004s : 23: predicate.switch_layer_defer_inline 6.58% : 0.000011s : 62: predicate.switch_simplify 1.02% : 0.000002s : 11: predicate.tile_eliminate 0.94% : 0.000002s : 11: predicate.transpose_eliminate 1.40% : 0.000002s : 15: predicate.tuple_list_convert_item_index_to_positive 1.36% : 0.000002s : 15: predicate.tuple_list_get_item_const_eliminator 1.38% : 0.000002s : 15: predicate.tuple_list_get_item_depend_reorder 3.22% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.31% : 0.000002s : 15: predicate.tuple_list_get_set_item_eliminator 2.29% : 0.000004s : 19: predicate.tuple_list_set_item_eliminator 1.50% : 0.000002s : 17: predicate.tuple_to_list_eliminator_ 2.20% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.71% : 0.000004s : 32: predicate.updatestate_useless_node_eliminater 0.29% : 0.000000s : 2: predicate.value_based_eliminate 0.49% : 0.000001s : 4: predicate.virtual_dataset_eliminate 0.47% : 0.000001s : 4: predicate.virtual_output_eliminate 0.16% : 0.000000s : 2: predicate.virtual_view_grad_eliminate 0.60% : 0.000001s : 2: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.001030 14 55.50% : 0.000572s : 6: func_graph_cloner_run.FuncGraphClonerGraph 44.50% : 0.000459s : 8: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.165747 192 0.00% : 0.000004s : 1: ForceFp32Comm 2.66% : 0.004404s : 1: add_attr 2.65% : 0.004387s : 1: add_attr_with_inline 0.00% : 0.000005s : 1: add_comm_op_reuse_tag 0.03% : 0.000043s : 1: add_recomputation 0.00% : 0.000004s : 1: assign_add_opt 0.05% : 0.000091s : 1: auto_monad 0.01% : 0.000020s : 1: auto_monad_reorder 0.00% : 0.000003s : 1: begin_end_overlap_inline 0.00% : 0.000006s : 1: bias_add_comm_swap 0.43% : 0.000708s : 1: bootstrap 0.02% : 0.000037s : 1: cconv 0.00% : 0.000004s : 1: comm_op_add_attrs 0.01% : 0.000016s : 1: control_data_broadcast_order 0.00% : 0.000004s : 1: convert_after_rewriter 0.01% : 0.000020s : 1: cse_after_recomputation 0.00% : 0.000005s : 1: dataset_repeat_opt 0.00% : 0.000006s : 1: detach_backward 0.01% : 0.000009s : 1: environ_conv 0.02% : 0.000030s : 1: event_method 0.00% : 0.000005s : 1: full_micro_interleaved_order_control 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000010s : 1: graph_reusing 0.00% : 0.000005s : 1: grouped_pairwise_exchange_alltoall 0.00% : 0.000004s : 1: handle_group_info 0.00% : 0.000006s : 1: inline 0.00% : 0.000006s : 1: insert-virtual-dataset 0.00% : 0.000004s : 1: interleave_parallel_branches 0.00% : 0.000004s : 1: interleave_split_concat_branches 0.00% : 0.000006s : 1: label_fine_grained_interleaved_index 0.01% : 0.000008s : 1: label_micro_interleaved_index 0.31% : 0.000515s : 1: loop_unroll 0.00% : 0.000004s : 1: merge_cast_opt 0.00% : 0.000005s : 1: micro_interleaved_order_control 0.45% : 0.000743s : 1: mutable_eliminate 0.00% : 0.000006s : 1: offloading_packed_experts 0.01% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000018s : 1: opt.transform.mutable_eliminate 0.62% : 0.001022s : 78: opt.transform.opt_a 0.01% : 0.000018s : 1: opt.transform.opt_after_cconv 0.01% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.04% : 0.000059s : 28: opt.transform.opt_b 0.02% : 0.000034s : 2: opt.transform.opt_trans_graph 0.02% : 0.000027s : 4: opt.transform.symbol_engine_opt 1.75% : 0.002900s : 1: opt_a 0.05% : 0.000090s : 1: opt_after_cconv 0.33% : 0.000551s : 1: opt_after_jit_grad 0.12% : 0.000196s : 1: opt_b 3.17% : 0.005255s : 1: optimize 0.01% : 0.000022s : 1: optimize_parallel_all_gather_comm 0.00% : 0.000004s : 1: order_py_execute_after_rewriter 0.01% : 0.000024s : 1: overlap_grad_flash_sp 0.00% : 0.000004s : 1: overlap_grad_matmul_and_grad_allreduce 0.00% : 0.000007s : 1: overlap_grad_ring_attention 0.00% : 0.000005s : 1: overlap_opt_shard_grad_in_pipeline 0.00% : 0.000004s : 1: overlap_opt_shard_in_pipeline 0.00% : 0.000005s : 1: overlap_param_gather 0.00% : 0.000004s : 1: overlap_recompute_allgather_and_fa_grad 0.00% : 0.000008s : 1: overlap_recompute_and_grad_model_parallel 0.00% : 0.000005s : 1: overlap_recompute_comm 0.00% : 0.000008s : 1: parallel-infer-symbol 0.00% : 0.000004s : 1: parallel-infer-symbol-second 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000004s : 1: pipeline_parallel_scheduler 0.00% : 0.000005s : 1: pipeline_split 0.03% : 0.000053s : 1: pre_auto_parallel 0.01% : 0.000010s : 1: py_interpret_to_execute 0.01% : 0.000010s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000004s : 1: remove_cast_before_assign_add 0.01% : 0.000017s : 1: remove_dup_value 0.33% : 0.000545s : 1: renormalize.infer 0.27% : 0.000456s : 1: renormalize.specialize 0.00% : 0.000006s : 1: reorder_send_recv_between_fp_bp 0.01% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000020s : 1: rewriter_after_opt_a 0.13% : 0.000217s : 1: rewriter_before_opt_a 0.00% : 0.000005s : 1: slice_cell_reuse_recomputed_activation 0.00% : 0.000006s : 1: slice_recompute_activation 0.00% : 0.000005s : 1: split_layernorm_comm 0.00% : 0.000005s : 1: split_matmul_comm_elemetwise 0.00% : 0.000007s : 1: swap_dp_allreduce_reducescatter 0.04% : 0.000069s : 1: symbol_engine_optimizer 0.04% : 0.000063s : 1: tuple_transform 86.14% : 0.142776s : 1: type_inference . [hook] pytest_runtest_teardown:test_tensor_copy_empty_tensor[dtype3-shape1-ge] tests/st/tensor/test_copy.py::test_tensor_copy_empty_tensor[dtype3-shape1-ge],max_mem:2.0M =============================== 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 ================= 24 passed, 25 warnings in 197.98s (0:03:17) ==================