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index: 26 number of parameters: 8 id: 13 unit: def __init__() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 90 LOC McCabe index: 9 number of parameters: 4 id: 14 unit: def _add_request_internal() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 89 LOC McCabe index: 19 number of parameters: 4 id: 15 unit: def __init__() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 88 LOC McCabe index: 5 number of parameters: 4 id: 16 unit: def forward() file: chatlearn/models/megatron/ops/policy_gradient.py start line: 0 end line: 0 size: 87 LOC McCabe index: 15 number of parameters: 8 id: 17 unit: def _synchronize_all_moe_parameters() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 87 LOC McCabe index: 8 number of parameters: 4 id: 18 unit: def load_weights() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 80 LOC McCabe index: 29 number of parameters: 3 id: 19 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sync_broadcast_multi_threads() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 59 LOC McCabe index: 19 number of parameters: 10 id: 32 unit: def alltoall_routed_experts_from_hep() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 58 LOC McCabe index: 10 number of parameters: 4 id: 33 unit: def place_gpu_models() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 58 LOC McCabe index: 31 number of parameters: 3 id: 34 unit: def map_src_to_dst() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 56 LOC McCabe index: 25 number of parameters: 1 id: 35 unit: def build_dataloader() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 55 LOC McCabe index: 7 number of parameters: 10 id: 36 unit: def onload_weights() file: chatlearn/models/megatron/memory_manager/trainer_v4.py start line: 0 end line: 0 size: 55 LOC McCabe index: 13 number of parameters: 1 id: 37 unit: def 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McCabe index: 5 number of parameters: 2 id: 56 unit: def build_grad_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v4.py start line: 0 end line: 0 size: 43 LOC McCabe index: 11 number of parameters: 1 id: 57 unit: def setup_rank_mapping() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 43 LOC McCabe index: 12 number of parameters: 1 id: 58 unit: def remote() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 43 LOC McCabe index: 13 number of parameters: 1 id: 59 unit: def sync_broadcast_two_stage() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 42 LOC McCabe index: 12 number of parameters: 7 id: 60 unit: def model_setup() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 41 LOC McCabe index: 6 number of parameters: 1 id: 61 unit: def generate_step_one_model_internal() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 41 LOC McCabe index: 12 number of parameters: 11 id: 62 unit: def open_closed_files() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 40 LOC McCabe index: 11 number of parameters: 1 id: 63 unit: def load_checkpoint() file: chatlearn/utils/megatron_utils.py start line: 0 end line: 0 size: 40 LOC McCabe index: 11 number of parameters: 2 id: 64 unit: def set_vllm_pp_layer_partition() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 40 LOC McCabe index: 11 number of parameters: 1 id: 65 unit: def load_weights() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 40 LOC McCabe index: 14 number of parameters: 3 id: 66 unit: def __init__() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 40 LOC McCabe index: 7 number of parameters: 7 id: 67 unit: def forward() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 40 LOC McCabe index: 6 number of parameters: 2 id: 68 unit: def 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LOC McCabe index: 7 number of parameters: 8 id: 107 unit: def allreduce_word_embedding_grads() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 28 LOC McCabe index: 13 number of parameters: 2 id: 108 unit: def generate_step_one_model() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 28 LOC McCabe index: 17 number of parameters: 12 id: 109 unit: def build_rank_mapping() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 28 LOC McCabe index: 11 number of parameters: 2 id: 110 unit: def load_rank0_state_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 27 LOC McCabe index: 7 number of parameters: 1 id: 111 unit: def preprocess_inputs() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 27 LOC McCabe index: 4 number of parameters: 3 id: 112 unit: def _build_dataloader() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 27 LOC McCabe index: 6 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line: 0 end line: 0 size: 24 LOC McCabe index: 13 number of parameters: 1 id: 139 unit: def collective_task_scheduler() file: chatlearn/synchronizer/scheduler.py start line: 0 end line: 0 size: 24 LOC McCabe index: 12 number of parameters: 1 id: 140 unit: def add_recv_actor_for_routed_experts() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 24 LOC McCabe index: 1 number of parameters: 3 id: 141 unit: def unflatten_dense_tensors() file: chatlearn/utils/dist_utils.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 4 id: 142 unit: def init() file: chatlearn/models/vllm/hooks/vllm_0_6_3/llm.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 0 id: 143 unit: def load_model() file: chatlearn/models/vllm/hooks/vllm_0_6_6/loader.py start line: 0 end line: 0 size: 23 LOC McCabe index: 7 number of parameters: 2 id: 144 unit: def free_grad_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v1v2.py start line: 0 end line: 0 size: 23 LOC McCabe index: 8 number of parameters: 1 id: 145 unit: def backward() file: chatlearn/models/megatron/ops/policy_gradient.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 2 id: 146 unit: def __init__() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 23 LOC McCabe index: 2 number of parameters: 7 id: 147 unit: def __init__() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 22 LOC McCabe index: 3 number of parameters: 8 id: 148 unit: def parse_value() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 22 LOC McCabe index: 9 number of parameters: 1 id: 149 unit: def __init__() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 22 LOC McCabe index: 8 number of parameters: 3 id: 150 unit: def get_parameter_to_sync() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 22 LOC 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LOC McCabe index: 6 number of parameters: 3 id: 170 unit: def from_engine_args() file: chatlearn/models/vllm/hooks/vllm_0_6_6/async_llm_engine.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 7 id: 171 unit: def build_grad_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v3.py start line: 0 end line: 0 size: 20 LOC McCabe index: 6 number of parameters: 1 id: 172 unit: def save_checkpoint() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 20 LOC McCabe index: 6 number of parameters: 2 id: 173 unit: def timeit() file: chatlearn/runtime/decorator.py start line: 0 end line: 0 size: 20 LOC McCabe index: 15 number of parameters: 2 id: 174 unit: def load_module() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 20 LOC McCabe index: 10 number of parameters: 2 id: 175 unit: def check_and_fuse_lora() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 20 LOC McCabe index: 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0 end line: 0 size: 13 LOC McCabe index: 2 number of parameters: 6 id: 298 unit: def sync_parameters() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 5 id: 299 unit: def __iter__() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 12 LOC McCabe index: 7 number of parameters: 1 id: 300 unit: def __iter__() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 12 LOC McCabe index: 8 number of parameters: 1 id: 301 unit: def __str__() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 12 LOC McCabe index: 7 number of parameters: 1 id: 302 unit: def detect_and_insert_code() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 7 number of parameters: 6 id: 303 unit: def worker_dump_parameters() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 304 unit: def generate_vllm() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 5 id: 305 unit: def check_param_exists() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 306 unit: def onload_weights() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 2 id: 307 unit: def onload_optimizer_states() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 12 LOC McCabe index: 7 number of parameters: 2 id: 308 unit: def get_pipeline_stage_layer_num() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 12 LOC McCabe index: 4 number of parameters: 1 id: 309 unit: def allgather_routed_expert_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 310 unit: def forward() file: 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line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 1 id: 317 unit: def parallel_execute_collective_tasks() file: chatlearn/synchronizer/scheduler.py start line: 0 end line: 0 size: 12 LOC McCabe index: 5 number of parameters: 2 id: 318 unit: def set_send_actors_to_regroup_routed_experts() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 12 LOC McCabe index: 7 number of parameters: 2 id: 319 unit: def clear_cache() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 3 id: 320 unit: def get_addr() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 12 LOC McCabe index: 3 number of parameters: 0 id: 321 unit: def iter_internal() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 11 LOC McCabe index: 6 number of parameters: 2 id: 322 unit: def batch_generation_ranking() file: chatlearn/data/ranking.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 3 id: 323 unit: def __init__() file: chatlearn/data/data.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 4 id: 324 unit: def update_data_uid() file: chatlearn/data/data.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 3 id: 325 unit: def list_logs() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 3 id: 326 unit: def reopen_if_necessary() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 327 unit: def _get_shard_range() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 328 unit: def execute() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 3 id: 329 unit: def empty_cache() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 11 LOC McCabe index: 6 number of parameters: 1 id: 330 unit: def empty_cuda_graph() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 331 unit: def get_fsdp_param_name() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 332 unit: def offload_optimizer_states() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 7 number of parameters: 2 id: 333 unit: def parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 334 unit: def named_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 335 unit: def param_to_name() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 1 id: 336 unit: def get_parameter_shape() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 7 number of parameters: 3 id: 337 unit: def alltoall_routed_expert_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 338 unit: def _get_logits() file: chatlearn/models/vllm/hooks/vllm_0_5_1/logits_processor.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 339 unit: def _get_logits() file: chatlearn/models/vllm/hooks/vllm_0_6_3/logits_processor.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 340 unit: def forward() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 2 id: 341 unit: def print_trainable_parameters() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 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line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 349 unit: def fix_shared_expert_ordering() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 11 LOC McCabe index: 5 number of parameters: 2 id: 350 unit: def get_free_ports() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 7 number of parameters: 0 id: 351 unit: def execute_with_timeout() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 3 id: 352 unit: def init_ray() file: chatlearn/launcher/initialize.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 353 unit: def __init__() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 6 id: 354 unit: def _get_checkpoint_path() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 355 unit: def resume() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 356 unit: def _wandb_scalar_dict() file: chatlearn/schedule/metric_manager.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 4 id: 357 unit: def get_free_port() file: chatlearn/schedule/port_manager.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 2 id: 358 unit: def get() file: chatlearn/utils/future.py start line: 0 end line: 0 size: 10 LOC McCabe index: 6 number of parameters: 1 id: 359 unit: def parse_function_args() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 360 unit: def nvml_proc_memory_info() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 0 id: 361 unit: def slice_by_index_along_batch() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 362 unit: def get_weight_ipc_handles_by_name() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 2 id: 363 unit: def init() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 1 id: 364 unit: def set_cache_config() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 3 id: 365 unit: def _get_logits() file: chatlearn/models/vllm/hooks/vllm_0_3_0/sampler.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 4 id: 366 unit: def _get_grad_dtype_to_params() file: chatlearn/models/megatron/memory_manager/trainer_v1v2.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 2 id: 367 unit: def update_models() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 2 id: 368 unit: def regroup_inqueue() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 4 id: 369 unit: def set_dataset() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 370 unit: def set_dataset() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 371 unit: def set_dataset() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 372 unit: def get_input_queues() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 1 id: 373 unit: def add_dependent_colocate_model_results() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 10 LOC McCabe index: 6 number of parameters: 4 id: 374 unit: def get_or_cache() file: chatlearn/synchronizer/base.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 375 unit: def get_or_cache() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 5 id: 376 unit: def sync_broadcast() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 6 id: 377 unit: def sync_alltoall() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 4 id: 378 unit: def set_sync_param_names() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 7 id: 379 unit: def _single_thread_sync() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 10 LOC McCabe index: 4 number of parameters: 5 id: 380 unit: def resume_meta() file: 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index: 1 number of parameters: 0 id: 387 unit: def get_model() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 388 unit: def get_megatron_sharded_states() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 389 unit: def to_device() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 2 id: 390 unit: def execute_in_parallel() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 391 unit: def map_metrics() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 392 unit: def reduce_metrics() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 393 unit: def unwrap_func() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 394 unit: def get_tokenizer() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 395 unit: def get_train_ds_config() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 396 unit: def _set_sync_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 4 id: 397 unit: def send_recv_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 5 id: 398 unit: def save_stage_outputs() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 399 unit: def _get_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v3.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 400 unit: def tensor_decomp_pg_loss() file: chatlearn/models/megatron/ops/policy_gradient.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 7 id: 401 unit: def prepare() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 402 unit: def check_param_exists() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 403 unit: def batch_size() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 404 unit: def decorate_class_func() file: chatlearn/runtime/decorator.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 5 id: 405 unit: def parse_expr() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 1 id: 406 unit: def detect_and_insert_code() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 5 id: 407 unit: def split_attn_state() file: chatlearn/tools/megatron_to_hf.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 408 unit: def get_megatron_sharded_states() file: chatlearn/tools/megatron_to_hf.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 409 unit: def allgather_routed_experts() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 5 id: 410 unit: def alltoall_routed_experts() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 4 id: 411 unit: def destroy_collective_group() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 412 unit: def get_load_balance_dst_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 413 unit: def sync_allgather() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 5 id: 414 unit: def _tensorboard_scalar_dict() file: chatlearn/schedule/metric_manager.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 4 id: 415 unit: def repeat() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 416 unit: def flatten() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 417 unit: def detect_and_insert_code_to_func() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 6 id: 418 unit: def get_use_legacy_models() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 419 unit: def add_extra_args() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 420 unit: def init_memory_manager() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 421 unit: def create_model() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 422 unit: def get_rng_state() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 423 unit: def get_local_param_ranks() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 1 id: 424 unit: def enable_stage_resume() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 425 unit: def add_extra_args() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 426 unit: def __init__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 427 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 428 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 429 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 430 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 431 unit: def load_weights() file: 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def __init__() file: chatlearn/models/megatron/memory_manager/trainer_v1v2.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 438 unit: def __init__() file: chatlearn/models/megatron/memory_manager/trainer_v4.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 439 unit: def create_model() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 2 id: 440 unit: def group_dist_actors_by_tp_rank() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 1 id: 441 unit: def call_vllm_engine_and_workers_remote_funcs() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 442 unit: def call_replica_serial_func() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 4 id: 443 unit: def get_all_merged_data() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 4 id: 444 unit: def eval() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 445 unit: def visit_func() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 8 LOC McCabe index: 6 number of parameters: 2 id: 446 unit: def wait_colocate_models_to_finish() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 3 id: 447 unit: def flatten() file: chatlearn/synchronizer/parameter_sync_fsdp.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 2 id: 448 unit: def check_param_names() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 5 id: 449 unit: def _multi_thread_sync_for_tp_num_mapping_gt_1() file: 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line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 476 unit: def build_all_dataset() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 477 unit: def reset_vllm() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 478 unit: def init() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 1 id: 479 unit: def onload_weights() file: chatlearn/models/vllm/inference.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 480 unit: def from_engine_args() file: chatlearn/models/vllm/hooks/vllm_0_6_3/async_llm_engine.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 481 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 482 unit: def __init__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 483 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 484 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 485 unit: def create_trainer_memory_manager() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 486 unit: def onload_main_weights() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 487 unit: def onload_weights() file: chatlearn/models/megatron/memory_manager/inference.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 488 unit: def _setup_ranks() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 489 unit: def __init__() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 490 unit: def call_replica_func() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 4 id: 491 unit: def get_all_merged_data_list() file: chatlearn/runtime/evaluator.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 3 id: 492 unit: def _set_flow() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 493 unit: def __init__() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 2 id: 494 unit: def data_parallel_size() file: chatlearn/runtime/trainer.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 495 unit: def get_indent_count() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 496 unit: def get_element_from_dict_by_path() file: chatlearn/tools/megatron_to_hf.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 497 unit: def main() file: chatlearn/tools/megatron_to_hf.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 0 id: 498 unit: def map_name_from_src_to_dst() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 499 unit: def __init__() file: chatlearn/synchronizer/parameter_sync_fsdp.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 500 unit: def setup_collective_group() file: chatlearn/synchronizer/parameter_sync_fsdp.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 501 unit: def set_sync_param_names_stage2() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 7 id: 502 unit: def get_iter_keys() file: chatlearn/data/data.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 503 unit: def batch_shuffle() file: chatlearn/data/data.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 504 unit: def get_and_clear_metrics() file: chatlearn/data/data.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 505 unit: def get() file: chatlearn/data/storage.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 506 unit: def __init__() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 507 unit: def should_update_filenames() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 508 unit: def is_proc_alive() file: chatlearn/utils/log_monitor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 509 unit: def start() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 510 unit: def print_rank_0() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 511 unit: def initialize_megatron() file: chatlearn/utils/megatron_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 512 unit: def finish_mpu_init() file: chatlearn/utils/megatron_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 0 id: 513 unit: def release_gpu_buffer() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 514 unit: def __init__() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 515 unit: def get_or_cache() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 5 id: 516 unit: def display() file: chatlearn/utils/logger.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 3 id: 517 unit: def set_global_variables() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 518 unit: def model() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 519 unit: def offload_for_workers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 520 unit: def onload_for_workers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 5 id: 521 unit: def clear_cache() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 522 unit: def expert_model_parallel_size() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 523 unit: def get_parameter_names() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 5 number of parameters: 2 id: 524 unit: def get_and_clear_metrics() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 525 unit: def setup() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 526 unit: def reinit_cache_engine() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 527 unit: def clear_cache() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 528 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 529 unit: def __init__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 530 unit: def __init__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 531 unit: def fuse_lora_layer() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 532 unit: def unfuse_lora_layer() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 533 unit: def recursive_getattr() file: chatlearn/models/megatron/lora/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 534 unit: def recursive_setattr() file: chatlearn/models/megatron/lora/utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 535 unit: def _flat_param_groups() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 536 unit: def set_env() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 537 unit: def _get_if_not_none() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 3 id: 538 unit: def add_remote_func() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 539 unit: def call_remote_funcs() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 540 unit: def get_and_clear_metrics() file: chatlearn/runtime/evaluator.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 541 unit: def setup() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 542 unit: def _next_model() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 2 id: 543 unit: def __init__() file: chatlearn/runtime/trainer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 544 unit: def __init__() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 545 unit: def _create_remote_models() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 546 unit: def repair_loader_model_provider() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 547 unit: def repair_loader_mcore_model_provider() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 548 unit: def transform_parameters() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 549 unit: def _get_dst_name() file: chatlearn/synchronizer/megatron_megatron.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 550 unit: def is_same_gpu() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 551 unit: def setup_rank_mapping() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 552 unit: def _clear_sorted_send_actors() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 553 unit: def check_and_destroy_collective_group() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 554 unit: def get_placement_group_state() file: chatlearn/schedule/resource_manager.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 555 unit: def remove_placement_groups() file: chatlearn/schedule/resource_manager.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 556 unit: def get_and_clear_metrics() file: chatlearn/data/data.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 557 unit: def shuffle() file: chatlearn/data/data.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 558 unit: def get_path() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 559 unit: def convert_type() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 560 unit: def __init__() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 561 unit: def get() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 562 unit: def get() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 563 unit: def write() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 6 id: 564 unit: def __init__() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 565 unit: def initialize_vllm() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 566 unit: def _unpin() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 567 unit: def __init__() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 568 unit: def _link_tensor_data_to_gpu_buffer() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 569 unit: def copy_to_gpu_buffer() file: chatlearn/utils/flat_tensors.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 570 unit: def get_free_port() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 571 unit: def dict_to_simplenamespace() file: chatlearn/utils/utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 572 unit: def create_optimizer() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 3 id: 573 unit: def _z3_params_to_fetch() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 1 id: 574 unit: def init() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 575 unit: def setup() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 576 unit: def update_weights_from_ipc_handles() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 577 unit: def reinit_cache_engine() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 578 unit: def init_fn() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 579 unit: def setup_distributed() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 580 unit: def peak_memory() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 581 unit: def load_rng_state() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 582 unit: def next_batch() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 583 unit: def setup_collective_group() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 5 id: 584 unit: def set_sync_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 4 id: 585 unit: def get_stage_outputs_path() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 586 unit: def __init__() file: chatlearn/models/vllm/inference.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 587 unit: def is_vllm_v2() file: chatlearn/models/vllm/__init__.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 0 id: 588 unit: def load_weights() file: chatlearn/models/vllm/hooks/vllm_0_6_3/loader.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 589 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 590 unit: def __init__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 591 unit: def _prompt_to_llm_inputs() file: chatlearn/models/vllm/hooks/vllm_0_6_6/input_preprocess.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 592 unit: def load_weights() file: chatlearn/models/vllm/hooks/vllm_0_6_6/loader.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 593 unit: def from_engine_args() file: chatlearn/models/vllm/hooks/vllm_0_6_6/llm_engine.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 594 unit: def forward() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 595 unit: def state_dict() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 4 number of parameters: 5 id: 596 unit: def fuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 597 unit: def unfuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 598 unit: def fuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 599 unit: def unfuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 600 unit: def fuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 601 unit: def unfuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 602 unit: def fuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 603 unit: def unfuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 604 unit: def fuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 605 unit: def unfuse_lora_weight() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 606 unit: def get_grad_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v1v2.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 1 id: 607 unit: def limit_min_prompt_length() file: chatlearn/models/megatron/hooks/generation.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 1 id: 608 unit: def set_seed() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 609 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number of parameters: 2 id: 635 unit: def __iter__() file: chatlearn/data/data.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 636 unit: def __init__() file: chatlearn/data/data.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 637 unit: def __setattr__() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 3 id: 638 unit: def validate() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 639 unit: def stop() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 640 unit: def reset() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 641 unit: def __call__() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 642 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index: 1 number of parameters: 4 id: 649 unit: def __init__() file: chatlearn/utils/error_monitor.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 650 unit: def set() file: chatlearn/utils/error_monitor.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 651 unit: def logger() file: chatlearn/utils/logger.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 652 unit: def is_initialized() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 0 id: 653 unit: def set_dependencies() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 654 unit: def get_eval_ds_config() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 655 unit: def get_optimizer_grouped_parameters() file: chatlearn/models/deepspeed/deepspeed_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 7 id: 656 unit: def expert_parallel_rank() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 657 unit: def get_pipeline_stage_layer_offset() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 658 unit: def data_ckpt_manager() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 659 unit: def save_data_checkpoint() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 4 id: 660 unit: def broadcast_dummy_tensor_send() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 661 unit: def broadcast_dummy_tensor_recv() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 662 unit: def destroy_collective_group() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 663 unit: def set_recv_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 4 id: 664 unit: def get_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 665 unit: def timers() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 666 unit: def model_provider() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 667 unit: def _reset_scheduler() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 1 id: 668 unit: def _add_request() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 669 unit: def load_weights() file: chatlearn/models/vllm/vllm_model.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 670 unit: def compute_logits() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 671 unit: def sample() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 672 unit: def compute_logits() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 673 unit: def sample() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 674 unit: def apply_rotary_pos_emb_variable_seq() file: chatlearn/models/megatron/hooks/transformer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 675 unit: def is_last_rank() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 676 unit: def get_actor() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 4 LOC McCabe index: 3 number of parameters: 2 id: 677 unit: def split_list() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 678 unit: def __init__() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 679 unit: def setup() file: chatlearn/runtime/trainer.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 680 unit: def __init__() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 3 id: 681 unit: def setup() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 682 unit: def decode_data() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 683 unit: def parse_assign() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 684 unit: def __init__() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 685 unit: def repair_loader_put_reward() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 686 unit: def repair_saver_get_reward() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 687 unit: def repair_import_utils() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 688 unit: def repair_saver_mcore_import_error() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 689 unit: def repair_saver_mcore_get_reward() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 690 unit: def num_src_pipeline_stage() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 691 unit: def num_dst_pipeline_stage() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 692 unit: def num_src_tensor_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 693 unit: def num_dst_tensor_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 694 unit: def num_src_expert_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 695 unit: def num_dst_expert_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 696 unit: def get_actor_pipe_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 697 unit: def get_actor_tp_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 698 unit: def get_actor_ep_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 699 unit: def get_actor_dp_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 700 unit: def check_and_setup_collective_group() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 701 unit: def num_src_hyper_expert_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 702 unit: def num_dst_hyper_expert_parallel() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 703 unit: def get_actor_hep_rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 704 unit: def filter_known_msg() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 705 unit: def _get_checkpoint_path_name() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 706 unit: def validate() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 2 id: 707 unit: def start_error_monitor() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 708 unit: def __init__() file: chatlearn/schedule/port_manager.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 709 unit: def get_start_end_idx() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 710 unit: def sync() file: chatlearn/data/data.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 711 unit: def put() file: chatlearn/data/storage.py start line: 0 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number of parameters: 1 id: 725 unit: def set_wrap_func() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 726 unit: def reset_dependencies() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 727 unit: def set_vllm_actors() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 728 unit: def dump_parameters() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 729 unit: def peak_memory() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 730 unit: def offload_weights() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 731 unit: def onload_weights() file: 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start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 738 unit: def free_grad_buffers() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 739 unit: def build_grad_buffers() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 740 unit: def get() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 741 unit: def reset_eval_data_iter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 742 unit: def fuse_lora_layer() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 743 unit: def unfuse_lora_layer() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 744 unit: def reset_sync_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 745 unit: def clear_send_recv_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 746 unit: def clear_sync_send_recv_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 747 unit: def timer_summary() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 2 id: 748 unit: def offload_weights() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 749 unit: def onload_weights() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 750 unit: def execute_model() file: 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reset_parameters() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 757 unit: def reset_parameters() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 758 unit: def modify_code() file: chatlearn/models/megatron/hooks/transformer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 759 unit: def peak_memory() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 760 unit: def _get_func_args() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 761 unit: def terminate() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 762 unit: def __init__() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 763 unit: def create_engine_actor() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 4 id: 764 unit: def add_replica() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 765 unit: def group_dist_actors_by_tp_rank() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 766 unit: def enable_offload() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 1 id: 767 unit: def get_merged_data_locked() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 6 id: 768 unit: def num_iteration() file: chatlearn/runtime/trainer.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 769 unit: def timer_summary() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 770 unit: def before_episode() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 771 unit: def after_episode() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 772 unit: def stop() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 773 unit: def set_parameter_sync() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 774 unit: def set_trainer() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 775 unit: def set_environment() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 776 unit: def set_evaluator() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 777 unit: def __enter__() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 778 unit: def __init__() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 779 unit: def repair_entry_file() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 780 unit: def repair_mcore_block_key() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 781 unit: def exist_checkpoint_util() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 782 unit: def repair_loader_llama_mistral() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 783 unit: def __init__() file: chatlearn/tools/megatron_checkpoint_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 784 unit: def __init__() file: chatlearn/__init__.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 785 unit: def __init__() file: chatlearn/__init__.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 786 unit: def __init__() file: chatlearn/__init__.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 787 unit: def __init__() file: chatlearn/__init__.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 788 unit: def __init__() file: chatlearn/synchronizer/scheduler.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 789 unit: def regroup_params_to_sync() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 5 id: 790 unit: def map_src_to_dst() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 791 unit: def map_src_to_dst() file: chatlearn/synchronizer/megatron_vllm.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 3 id: 792 unit: def insert_actor2rank() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 793 unit: def insert_actor2model() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 794 unit: def sync_allgather_multi_threads() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 795 unit: def _multi_thread_sync_for_tp_num_mapping_eq_1() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 0 id: 796 unit: def routed_experts_filter() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 797 unit: def params_except_routed_expert_filter() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 3 LOC McCabe index: 3 number of parameters: 2 id: 798 unit: def get_dlc_env() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 1 id: 799 unit: def _set_latest_iteration() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 3 LOC McCabe index: 1 number of parameters: 2 id: 800 unit: def stop() file: chatlearn/schedule/metric_manager.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 801 unit: def warmup_collective_topology() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 802 unit: def _set_dist_env() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 3 id: 803 unit: def __len__() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 804 unit: def __len__() file: chatlearn/data/sampler.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 805 unit: def has_next() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 806 unit: def episode_relay_buffers() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 807 unit: def total_samples() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 808 unit: def batch_per_episode() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 809 unit: def queue_not_empty() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 810 unit: def get_samples() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 811 unit: def __len__() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 812 unit: def buffer() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 813 unit: def episode_id() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 814 unit: def __call__() file: chatlearn/data/data.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 815 unit: def __init__() file: chatlearn/data/storage.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 816 unit: def __init__() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 817 unit: def __repr__() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 818 unit: def validate() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 819 unit: def is_changed() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 820 unit: def active_module_args() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 821 unit: def active_module_args() file: chatlearn/utils/arguments.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 822 unit: def __init__() file: chatlearn/utils/timer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 823 unit: def embedding_sync_map() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 824 unit: def layer_sync_map() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 825 unit: def final_layer_sync_map() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 826 unit: def concat_params_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 827 unit: def to_fix_shared_expert_ordering() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 828 unit: def to_allgather_roututed_experts_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 829 unit: def to_alltoall_roututed_experts_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 830 unit: def to_fix_act_ordering_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 831 unit: def to_fix_qkv_ordering_dict() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 832 unit: def map_src_to_dst() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 833 unit: def fix_qwen_query_key_value_ordering() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 834 unit: def load_checkpoint() file: chatlearn/utils/vllm_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 3 number of parameters: 6 id: 835 unit: def is_set() file: chatlearn/utils/error_monitor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 836 unit: def error_msg() file: chatlearn/utils/error_monitor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 837 unit: def error_address() file: chatlearn/utils/error_monitor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 838 unit: def _ensure_var_is_initialized() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 839 unit: def set_initialized() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 840 unit: def set_decorated() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 841 unit: def get_dependencies() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 842 unit: def get_vllm_actors() file: chatlearn/utils/global_vars.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 843 unit: def is_last_rank() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 844 unit: def num_layers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 845 unit: def data_parallel_size() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 846 unit: def data_parallel_rank() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 847 unit: def tensor_parallel_rank() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 848 unit: def pipeline_parallel_rank() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 849 unit: def tensor_model_parallel_size() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 850 unit: def expert_model_parallel_size() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 851 unit: def tensor_and_expert_model_parallel_size() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 852 unit: def model_setup_for_workers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 853 unit: def empty_cache_for_workers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 854 unit: def empty_cuda_graph_for_workers() file: chatlearn/models/vllm_module_v2.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 855 unit: def get_visible_gpus() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 856 unit: def data_parallel_size() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 857 unit: def data_parallel_rank() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 858 unit: def tensor_parallel_rank() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 859 unit: def pipeline_parallel_rank() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 860 unit: def expert_model_parallel_size() file: chatlearn/models/fsdp_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 861 unit: def add_extra_args() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 862 unit: def megatron_args() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 863 unit: def pipeline_model_parallel_size() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 864 unit: def tensor_model_parallel_size() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 865 unit: def tensor_and_expert_model_parallel_size() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 866 unit: def data_parallel_size() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 867 unit: def data_parallel_rank() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 868 unit: def pipeline_parallel_rank() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 869 unit: def tensor_parallel_rank() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 870 unit: def tensor_and_expert_parallel_group() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 871 unit: def num_layers() file: chatlearn/models/megatron_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 872 unit: def get_sync_buffer() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 873 unit: def set_tp_num_mapping() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 874 unit: def tp_num_mapping() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 875 unit: def set_buffer_num() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 876 unit: def get_buffer_num() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 877 unit: def set_tp_division() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 878 unit: def get_tp_division() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 879 unit: def is_colocate() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 880 unit: def set_colocate() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 881 unit: def finalize() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 882 unit: def _assert_not_finalized() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 883 unit: def get_runtime_args() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 884 unit: def runtime_args() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 885 unit: def model_args() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 886 unit: def module_args() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 887 unit: def parameter_sync_frequency() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 888 unit: def set_error_signal() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 889 unit: def error() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 890 unit: def put() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 891 unit: def after_episode() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 892 unit: def num_replica() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 893 unit: def num_gpu_per_replica() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 894 unit: def rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 895 unit: def get_rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 896 unit: def is_last_rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 897 unit: def set_send_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 898 unit: def clear_sync_parameters() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 899 unit: def get_parameter_to_sync_names() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 900 unit: def exist_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 901 unit: def parameter_shape() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 902 unit: def send_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 903 unit: def recv_parameter() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 904 unit: def pipeline_model_parallel_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 905 unit: def tensor_model_parallel_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 906 unit: def expert_model_parallel_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 907 unit: def set_storage() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 908 unit: def add_padding_config() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 909 unit: def padding_config() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 910 unit: def peak_memory() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 911 unit: def resume_training() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 912 unit: def get_address() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 913 unit: def is_master_node() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 914 unit: def set_src_parameter_model() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 915 unit: def src_parameter_model() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 916 unit: def onload() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 917 unit: def offload() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 918 unit: def world_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 919 unit: def get_data_parallel_rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 920 unit: def get_data_parallel_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 921 unit: def get_pipeline_stage_layer_num() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 922 unit: def get_pipeline_stage_layer_offset() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 923 unit: def set_synchronizer() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 924 unit: def expert_parallel_rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 925 unit: def pipeline_model_parallel_size() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 926 unit: def tensor_model_parallel_size() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 927 unit: def tensor_and_expert_model_parallel_size() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 928 unit: def data_parallel_size() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 929 unit: def data_parallel_rank() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 930 unit: def tensor_parallel_rank() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 931 unit: def pipeline_parallel_rank() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 932 unit: def num_layers() file: chatlearn/models/vllm_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 933 unit: def forward() file: chatlearn/models/vllm/vllm_model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 934 unit: def __reduce__() file: chatlearn/models/vllm/hooks/vllm_0_5_1/llm_engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 935 unit: def init() file: chatlearn/models/vllm/hooks/vllm_0_6_3/loader.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 936 unit: def __reduce__() file: chatlearn/models/vllm/hooks/vllm_0_6_3/llm_engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 937 unit: def get_input_embeddings() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 938 unit: def get_input_embeddings() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3_moe.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 939 unit: def init() file: chatlearn/models/vllm/hooks/vllm_0_6_6/loader.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 940 unit: def __reduce__() file: chatlearn/models/vllm/hooks/vllm_0_6_6/llm_engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 941 unit: def get_input_embeddings() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 942 unit: def get_input_embeddings() file: chatlearn/models/vllm/hooks/vllm_0_6_6/qwen3.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 943 unit: def distributed_kaiming_uniform_() file: chatlearn/models/megatron/lora/initializer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 944 unit: def eval() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 945 unit: def train() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 946 unit: def eval() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 947 unit: def train() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 948 unit: def eval() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 949 unit: def train() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 950 unit: def eval() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 951 unit: def train() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 952 unit: def eval() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 953 unit: def train() file: chatlearn/models/megatron/lora/layers.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 954 unit: def offload_optimizer_states() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 955 unit: def onload_optimizer_states() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 956 unit: def get_grad_buffers() file: chatlearn/models/megatron/memory_manager/trainer_v4.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 957 unit: def data_parallel_size() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 958 unit: def data_parallel_rank() file: chatlearn/models/deepspeed_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 959 unit: def __init__() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 960 unit: def get_visible_gpus() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 961 unit: def world_size() file: chatlearn/models/torch_module.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 962 unit: def module_args() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 963 unit: def runtime_args() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 964 unit: def master() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 965 unit: def tailer() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 966 unit: def actor_num() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 967 unit: def preprocess_actors() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 968 unit: def create_actor() file: 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975 unit: def peak_memory() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 976 unit: def trainable() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 977 unit: def module_args() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 978 unit: def actor_num() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 979 unit: def num_replica() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 980 unit: def total_gpu() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 981 unit: def total_cpu() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 982 unit: def num_gpu_per_replica() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 983 unit: def gpu_per_process() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 984 unit: def is_colocate() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 985 unit: def is_colocate() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 986 unit: def set_colocate_models() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 987 unit: def colocate_with() file: chatlearn/runtime/dist_actor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 988 unit: def colocate_models() file: 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id: 995 unit: def set_timers() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 996 unit: def timers() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 997 unit: def first_node() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 998 unit: def first_model() file: chatlearn/runtime/executor.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 999 unit: def sample_per_episode() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1000 unit: def make_experiences() file: chatlearn/runtime/environment.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1001 unit: def set_data_loader() file: chatlearn/runtime/trainer.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1002 unit: def set_timers() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1003 unit: def timers() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1004 unit: def _create_metric_manager() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1005 unit: def models() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1006 unit: def get_model() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1007 unit: def set_relay_sample_manager() file: chatlearn/runtime/engine.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1008 unit: def encode_data() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1009 unit: def __init__() file: chatlearn/runtime/utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1010 unit: def __exit__() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 1011 unit: def add_output_node() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1012 unit: def set_out_queues() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1013 unit: def set_input_queue() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1014 unit: def __str__() file: chatlearn/runtime/model_flow.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1015 unit: def __repr__() file: 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1021 unit: def allgather_routed_experts() file: chatlearn/synchronizer/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 1022 unit: def alltoall_routed_experts() file: chatlearn/synchronizer/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 4 id: 1023 unit: def transform_parameters() file: chatlearn/synchronizer/base.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1024 unit: def get_group_name() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 2 id: 1025 unit: def frequency() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1026 unit: def empty_add_recv_actor() file: chatlearn/synchronizer/parameter_sync.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 1027 unit: def warmup_groups() file: 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number of parameters: 1 id: 1033 unit: def is_local() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 1034 unit: def get_job_name() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 1035 unit: def get_rank() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 1036 unit: def __init__() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1037 unit: def notify() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1038 unit: def add_error_node_and_msg() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 1039 unit: def get_error_node_and_msg() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 1040 unit: def get_error_msg() file: chatlearn/launcher/dlc_utils.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1041 unit: def patch_ray() file: chatlearn/launcher/initialize.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 1042 unit: def path_exists() file: chatlearn/checkpoint/checkpoint_manager.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 1 id: 1043 unit: def _get_group_name() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 1044 unit: def _get_sync_frequency() file: chatlearn/schedule/model_manager.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2 id: 1045 unit: def set_env() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 2 id: 1046 unit: def init() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1047 unit: def setup() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1048 unit: def forward_step() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3 id: 1049 unit: def train_step() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3 id: 1050 unit: def eval_step() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 2 id: 1051 unit: def save_checkpoint() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 2 id: 1052 unit: def validate() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1053 unit: def before_episode() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1054 unit: def build_dataset() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 3 id: 1055 unit: def get_local_param_ranks() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1056 unit: def num_layers() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1057 unit: def offload_optimizer_states() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1058 unit: def onload_optimizer_states() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1059 unit: def offload_main_weights() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1060 unit: def onload_main_weights() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1061 unit: def offload_weights() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1062 unit: def onload_weights() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1063 unit: def free_grad_buffers() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1064 unit: def build_grad_buffers() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1065 unit: def data_parallel_size() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1066 unit: def data_parallel_rank() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1067 unit: def empty_cache() file: chatlearn/models/base_module.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1068 unit: def offload_weights() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1069 unit: def onload_weights() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1070 unit: def free_grad_buffers() file: chatlearn/models/megatron/memory_manager/base_trainer.py start line: 0 end line: 0 size: 1 LOC McCabe index: 1 number of parameters: 1 id: 1071 unit: def build_grad_buffers() file: 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