+ set -euxo pipefail
+ project_name=codev-r1-qwen35-9b-full
+ : verilog
+ exp_name=dapo-qwen35-9b-verilog-full
+ adv_estimator=grpo
+ kl_coef=0.0
+ kl_loss_coef=0.0
+ clip_ratio_low=0.2
+ clip_ratio_high=0.28
+ enable_overlong_buffer=True
+ overlong_buffer_len=1024
+ overlong_penalty_factor=1.0
+ enable_filter_groups=False
+ use_token_level_loss=True
+ train_prompt_bsz=8
+ train_prompt_mini_bsz=8
+ n_resp_per_prompt=4
+ max_prompt_length=2048
+ max_response_length=1024
+ val_top_k=-1
+ use_dynamic_bsz=False
+ actor_ppo_max_token_len=3072
+ infer_ppo_max_token_len=3072
+ ppo_max_token_len_per_gpu=3072
+ gen_tp=2
+ sp_size=1
+ actor_param_offload=False
+ actor_optim_offload=True
+ ref_param_offload=True
+ NNODES=1
+ USER_GPUS_PER_NODE=8
+ export VLLM_USE_V1=1
+ VLLM_USE_V1=1
+ MODEL_PATH=/data/ckpt/checkpoint-1200
+ DATA_PATH=/data/data/verilog
+ SAVE_DIR=/data/save/verilog
+ mkdir -p /data/save/verilog
+ [[ verilog == \v\e\r\i\l\o\g ]]
+ reward_fn_path=verl/utils/reward_score/codev.py
+ reward_fn_name=compute_score_wrapper
+ PYBIN=python
+ python -m verl.trainer.main_ppo algorithm.adv_estimator=grpo data.train_files=/data/data/verilog/train.parquet data.val_files=/data/data/verilog/val.parquet data.train_batch_size=8 data.val_batch_size=128 data.max_prompt_length=2048 data.max_response_length=1024 algorithm.filter_groups.enable=False algorithm.filter_groups.max_num_gen_batches=999 algorithm.filter_groups.metric=acc algorithm.filter_groups.accelerate=True data.gen_batch_size=8 actor_rollout_ref.model.path=/data/ckpt/checkpoint-1200 +actor_rollout_ref.model.override_config.attention_dropout=0. +actor_rollout_ref.model.override_config.embd_pdrop=0. +actor_rollout_ref.model.override_config.resid_pdrop=0. actor_rollout_ref.model.enable_gradient_checkpointing=True +actor_rollout_ref.model.use_liger=True actor_rollout_ref.actor.optim.lr=1e-6 actor_rollout_ref.actor.optim.weight_decay=0.0 actor_rollout_ref.actor.use_dynamic_bsz=False actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=1 actor_rollout_ref.model.use_remove_padding=False actor_rollout_ref.actor.clip_ratio_low=0.2 actor_rollout_ref.actor.clip_ratio_high=0.28 actor_rollout_ref.actor.ppo_mini_batch_size=8 actor_rollout_ref.actor.use_kl_loss=False actor_rollout_ref.actor.kl_loss_coef=0.0 actor_rollout_ref.actor.kl_loss_type=low_var_kl actor_rollout_ref.actor.entropy_coeff=0.001 actor_rollout_ref.actor.grad_clip=0.5 actor_rollout_ref.actor.use_token_level_loss=True actor_rollout_ref.actor.fsdp_config.param_offload=False actor_rollout_ref.actor.fsdp_config.optimizer_offload=True actor_rollout_ref.actor.fsdp_config.wrap_policy.min_num_params=100000000 actor_rollout_ref.ref.fsdp_config.wrap_policy.min_num_params=100000000 actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=1 actor_rollout_ref.rollout.tensor_model_parallel_size=2 actor_rollout_ref.rollout.name=hf actor_rollout_ref.rollout.n=4 actor_rollout_ref.rollout.val_kwargs.n=4 actor_rollout_ref.rollout.temperature=1.0 actor_rollout_ref.rollout.val_kwargs.temperature=1.0 actor_rollout_ref.rollout.val_kwargs.do_sample=True actor_rollout_ref.rollout.gpu_memory_utilization=0.85 actor_rollout_ref.rollout.enforce_eager=False actor_rollout_ref.rollout.free_cache_engine=False reward_model.reward_manager=prime actor_rollout_ref.ref.fsdp_config.param_offload=True custom_reward_function.overlong_buffer.enable=True custom_reward_function.overlong_buffer.len=1024 custom_reward_function.overlong_buffer.penalty_factor=1.0 custom_reward_function.train.path=verl/utils/reward_score/codev.py custom_reward_function.train.name=compute_score_wrapper algorithm.kl_ctrl.kl_coef=0.0 trainer.critic_warmup=0 'trainer.logger=[console,wandb]' trainer.project_name=codev-r1-qwen35-9b-full trainer.experiment_name=dapo-qwen35-9b-verilog-full trainer.n_gpus_per_node=8 trainer.nnodes=1 +trainer.val_before_train=False trainer.default_local_dir=/data/save/verilog trainer.resume_mode=auto trainer.default_hdfs_dir=null trainer.save_freq=30 trainer.test_freq=999999 +trainer.total_training_steps=200 trainer.total_epochs=20 actor_rollout_ref.rollout.log_prob_use_dynamic_bsz=False actor_rollout_ref.ref.log_prob_use_dynamic_bsz=False actor_rollout_ref.ref.log_prob_micro_batch_size_per_gpu=1
2026-05-05 06:21:01,842	INFO worker.py:2004 -- Started a local Ray instance. View the dashboard at http://127.0.0.1:8265 
/usr/local/lib/python3.12/dist-packages/ray/_private/worker.py:2052: FutureWarning: Tip: In future versions of Ray, Ray will no longer override accelerator visible devices env var if num_gpus=0 or num_gpus=None (default). To enable this behavior and turn off this error message, set RAY_ACCEL_ENV_VAR_OVERRIDE_ON_ZERO=0
  warnings.warn(
(TaskRunner pid=16447) {'actor_rollout_ref': {'actor': {'checkpoint': {'contents': ['model',
(TaskRunner pid=16447)                                                              'hf_model',
(TaskRunner pid=16447)                                                              'optimizer',
(TaskRunner pid=16447)                                                              'extra']},
(TaskRunner pid=16447)                                  'clip_ratio': 0.2,
(TaskRunner pid=16447)                                  'clip_ratio_high': 0.28,
(TaskRunner pid=16447)                                  'clip_ratio_low': 0.2,
(TaskRunner pid=16447)                                  'entropy_coeff': 0.001,
(TaskRunner pid=16447)                                  'fsdp_config': {'fsdp_size': -1,
(TaskRunner pid=16447)                                                  'optimizer_offload': True,
(TaskRunner pid=16447)                                                  'param_offload': False,
(TaskRunner pid=16447)                                                  'wrap_policy': {'min_num_params': 100000000}},
(TaskRunner pid=16447)                                  'grad_clip': 0.5,
(TaskRunner pid=16447)                                  'kl_loss_coef': 0.0,
(TaskRunner pid=16447)                                  'kl_loss_type': 'low_var_kl',
(TaskRunner pid=16447)                                  'optim': {'lr': 1e-06,
(TaskRunner pid=16447)                                            'lr_warmup_steps': -1,
(TaskRunner pid=16447)                                            'lr_warmup_steps_ratio': 0.0,
(TaskRunner pid=16447)                                            'min_lr_ratio': None,
(TaskRunner pid=16447)                                            'total_training_steps': -1,
(TaskRunner pid=16447)                                            'warmup_style': 'constant',
(TaskRunner pid=16447)                                            'weight_decay': 0.0},
(TaskRunner pid=16447)                                  'ppo_epochs': 1,
(TaskRunner pid=16447)                                  'ppo_max_token_len_per_gpu': 16384,
(TaskRunner pid=16447)                                  'ppo_micro_batch_size': None,
(TaskRunner pid=16447)                                  'ppo_micro_batch_size_per_gpu': 1,
(TaskRunner pid=16447)                                  'ppo_mini_batch_size': 8,
(TaskRunner pid=16447)                                  'shuffle': False,
(TaskRunner pid=16447)                                  'strategy': 'fsdp',
(TaskRunner pid=16447)                                  'ulysses_sequence_parallel_size': 1,
(TaskRunner pid=16447)                                  'use_dynamic_bsz': False,
(TaskRunner pid=16447)                                  'use_kl_loss': False,
(TaskRunner pid=16447)                                  'use_token_level_loss': True,
(TaskRunner pid=16447)                                  'use_torch_compile': True},
(TaskRunner pid=16447)                        'hybrid_engine': True,
(TaskRunner pid=16447)                        'model': {'enable_gradient_checkpointing': True,
(TaskRunner pid=16447)                                  'external_lib': None,
(TaskRunner pid=16447)                                  'override_config': {'attention_dropout': 0.0,
(TaskRunner pid=16447)                                                      'embd_pdrop': 0.0,
(TaskRunner pid=16447)                                                      'resid_pdrop': 0.0},
(TaskRunner pid=16447)                                  'path': '/data/ckpt/checkpoint-1200',
(TaskRunner pid=16447)                                  'use_liger': True,
(TaskRunner pid=16447)                                  'use_remove_padding': False},
(TaskRunner pid=16447)                        'ref': {'fsdp_config': {'param_offload': True,
(TaskRunner pid=16447)                                                'wrap_policy': {'min_num_params': 100000000}},
(TaskRunner pid=16447)                                'log_prob_max_token_len_per_gpu': 16384,
(TaskRunner pid=16447)                                'log_prob_micro_batch_size': None,
(TaskRunner pid=16447)                                'log_prob_micro_batch_size_per_gpu': 1,
(TaskRunner pid=16447)                                'log_prob_use_dynamic_bsz': False,
(TaskRunner pid=16447)                                'ulysses_sequence_parallel_size': 1},
(TaskRunner pid=16447)                        'rollout': {'disable_log_stats': True,
(TaskRunner pid=16447)                                    'do_sample': True,
(TaskRunner pid=16447)                                    'dtype': 'bfloat16',
(TaskRunner pid=16447)                                    'enable_chunked_prefill': True,
(TaskRunner pid=16447)                                    'enforce_eager': False,
(TaskRunner pid=16447)                                    'free_cache_engine': False,
(TaskRunner pid=16447)                                    'gpu_memory_utilization': 0.85,
(TaskRunner pid=16447)                                    'ignore_eos': False,
(TaskRunner pid=16447)                                    'load_format': 'dummy_dtensor',
(TaskRunner pid=16447)                                    'log_prob_max_token_len_per_gpu': 16384,
(TaskRunner pid=16447)                                    'log_prob_micro_batch_size': None,
(TaskRunner pid=16447)                                    'log_prob_micro_batch_size_per_gpu': 1,
(TaskRunner pid=16447)                                    'log_prob_use_dynamic_bsz': False,
(TaskRunner pid=16447)                                    'max_model_len': None,
(TaskRunner pid=16447)                                    'max_num_batched_tokens': 8192,
(TaskRunner pid=16447)                                    'max_num_seqs': 1024,
(TaskRunner pid=16447)                                    'n': 4,
(TaskRunner pid=16447)                                    'name': 'hf',
(TaskRunner pid=16447)                                    'prompt_length': 2048,
(TaskRunner pid=16447)                                    'response_length': 1024,
(TaskRunner pid=16447)                                    'temperature': 1.0,
(TaskRunner pid=16447)                                    'tensor_model_parallel_size': 2,
(TaskRunner pid=16447)                                    'top_k': -1,
(TaskRunner pid=16447)                                    'top_p': 1,
(TaskRunner pid=16447)                                    'use_fire_sampling': False,
(TaskRunner pid=16447)                                    'val_kwargs': {'do_sample': True,
(TaskRunner pid=16447)                                                   'n': 4,
(TaskRunner pid=16447)                                                   'temperature': 1.0,
(TaskRunner pid=16447)                                                   'top_k': -1,
(TaskRunner pid=16447)                                                   'top_p': 1.0}}},
(TaskRunner pid=16447)  'algorithm': {'adv_estimator': 'grpo',
(TaskRunner pid=16447)                'filter_groups': {'accelerate': True,
(TaskRunner pid=16447)                                  'enable': False,
(TaskRunner pid=16447)                                  'max_num_gen_batches': 999,
(TaskRunner pid=16447)                                  'metric': 'acc'},
(TaskRunner pid=16447)                'gamma': 1.0,
(TaskRunner pid=16447) W0505 06:21:13.420000 16447 torch/utils/cpp_extension.py:118] No CUDA runtime is found, using CUDA_HOME='/usr/local/cuda'
(TaskRunner pid=16447)                'kl_ctrl': {'kl_coef': 0.0, 'type': 'fixed'},
(TaskRunner pid=16447)                'kl_penalty': 'kl',
(TaskRunner pid=16447)                'lam': 1.0},
(TaskRunner pid=16447)  'critic': {'checkpoint': {'contents': ['model',
(TaskRunner pid=16447)                                         'hf_model',
(TaskRunner pid=16447)                                         'optimizer',
(TaskRunner pid=16447)                                         'extra']},
(TaskRunner pid=16447)             'cliprange_value': 0.5,
(TaskRunner pid=16447)             'forward_max_token_len_per_gpu': 32768,
(TaskRunner pid=16447)             'forward_micro_batch_size': None,
(TaskRunner pid=16447)             'forward_micro_batch_size_per_gpu': None,
(TaskRunner pid=16447)             'grad_clip': 1.0,
(TaskRunner pid=16447)             'model': {'enable_gradient_checkpointing': True,
(TaskRunner pid=16447)                       'external_lib': None,
(TaskRunner pid=16447)                       'fsdp_config': {'fsdp_size': -1,
(TaskRunner pid=16447)                                       'optimizer_offload': False,
(TaskRunner pid=16447)                                       'param_offload': False,
(TaskRunner pid=16447)                                       'wrap_policy': {'min_num_params': 0}},
(TaskRunner pid=16447)                       'override_config': {},
(TaskRunner pid=16447)                       'path': '~/models/deepseek-llm-7b-chat',
(TaskRunner pid=16447)                       'tokenizer_path': '/data/ckpt/checkpoint-1200',
(TaskRunner pid=16447)                       'use_remove_padding': False},
(TaskRunner pid=16447)             'optim': {'lr': 1e-05,
(TaskRunner pid=16447)                       'lr_warmup_steps_ratio': 0.0,
(TaskRunner pid=16447)                       'min_lr_ratio': None,
(TaskRunner pid=16447)                       'total_training_steps': -1,
(TaskRunner pid=16447)                       'warmup_style': 'constant',
(TaskRunner pid=16447)                       'weight_decay': 0.01},
(TaskRunner pid=16447)             'ppo_epochs': 1,
(TaskRunner pid=16447)             'ppo_max_token_len_per_gpu': 32768,
(TaskRunner pid=16447)             'ppo_micro_batch_size': None,
(TaskRunner pid=16447)             'ppo_micro_batch_size_per_gpu': None,
(TaskRunner pid=16447)             'ppo_mini_batch_size': 8,
(TaskRunner pid=16447)             'shuffle': False,
(TaskRunner pid=16447)             'strategy': 'fsdp',
(TaskRunner pid=16447)             'ulysses_sequence_parallel_size': 1,
(TaskRunner pid=16447)             'use_dynamic_bsz': False},
(TaskRunner pid=16447)  'custom_reward_function': {'overlong_buffer': {'enable': True,
(TaskRunner pid=16447)                                                 'len': 1024,
(TaskRunner pid=16447)                                                 'log': False,
(TaskRunner pid=16447)                                                 'penalty_factor': 1.0},
(TaskRunner pid=16447)                             'test': {'name': 'compute_score_wrapper',
(TaskRunner pid=16447)                                      'path': 'verl/utils/reward_score/codev.py'},
(TaskRunner pid=16447)                             'train': {'name': 'compute_score_wrapper',
(TaskRunner pid=16447)                                       'path': 'verl/utils/reward_score/codev.py'}},
(TaskRunner pid=16447)  'data': {'filter_overlong_prompts': True,
(TaskRunner pid=16447)           'gen_batch_size': 8,
(TaskRunner pid=16447)           'image_key': 'images',
(TaskRunner pid=16447)           'max_prompt_length': 2048,
(TaskRunner pid=16447)           'max_response_length': 1024,
(TaskRunner pid=16447)           'prompt_key': 'prompt',
(TaskRunner pid=16447)           'return_raw_chat': False,
(TaskRunner pid=16447)           'return_raw_input_ids': False,
(TaskRunner pid=16447)           'reward_fn_key': 'data_source',
(TaskRunner pid=16447)           'shuffle': True,
(TaskRunner pid=16447)           'tokenizer': None,
(TaskRunner pid=16447)           'train_batch_size': 8,
(TaskRunner pid=16447)           'train_files': '/data/data/verilog/train.parquet',
(TaskRunner pid=16447)           'truncation': 'error',
(TaskRunner pid=16447)           'val_batch_size': 128,
(TaskRunner pid=16447)           'val_files': '/data/data/verilog/val.parquet'},
(TaskRunner pid=16447)  'reward_model': {'enable': False,
(TaskRunner pid=16447)                   'forward_max_token_len_per_gpu': 32768,
(TaskRunner pid=16447)                   'max_length': None,
(TaskRunner pid=16447)                   'micro_batch_size': None,
(TaskRunner pid=16447)                   'micro_batch_size_per_gpu': None,
(TaskRunner pid=16447)                   'model': {'external_lib': None,
(TaskRunner pid=16447)                             'fsdp_config': {'fsdp_size': -1,
(TaskRunner pid=16447)                                             'param_offload': False,
(TaskRunner pid=16447)                                             'wrap_policy': {'min_num_params': 0}},
(TaskRunner pid=16447)                             'input_tokenizer': '/data/ckpt/checkpoint-1200',
(TaskRunner pid=16447)                             'path': '~/models/FsfairX-LLaMA3-RM-v0.1',
(TaskRunner pid=16447)                             'use_remove_padding': False},
(TaskRunner pid=16447)                   'reward_manager': 'prime',
(TaskRunner pid=16447)                   'strategy': 'fsdp',
(TaskRunner pid=16447)                   'ulysses_sequence_parallel_size': 1,
(TaskRunner pid=16447)                   'use_dynamic_bsz': False},
(TaskRunner pid=16447)  'trainer': {'balance_batch': True,
(TaskRunner pid=16447)              'critic_warmup': 0,
(TaskRunner pid=16447)              'default_hdfs_dir': None,
(TaskRunner pid=16447)              'default_local_dir': '/data/save/verilog',
(TaskRunner pid=16447)              'del_local_ckpt_after_load': False,
(TaskRunner pid=16447)              'experiment_name': 'dapo-qwen35-9b-verilog-full',
(TaskRunner pid=16447)              'logger': ['console', 'wandb'],
(TaskRunner pid=16447)              'n_gpus_per_node': 8,
(TaskRunner pid=16447)              'nnodes': 1,
(TaskRunner pid=16447)              'project_name': 'codev-r1-qwen35-9b-full',
(TaskRunner pid=16447)              'remove_previous_ckpt_in_save': False,
(TaskRunner pid=16447)              'resume_from_path': False,
(TaskRunner pid=16447)              'resume_mode': 'auto',
(TaskRunner pid=16447)              'save_freq': 30,
(TaskRunner pid=16447)              'test_freq': 999999,
(TaskRunner pid=16447)              'total_epochs': 20,
(TaskRunner pid=16447)              'total_training_steps': 200,
(TaskRunner pid=16447)              'val_before_train': False,
(TaskRunner pid=16447)              'val_generations_to_log_to_wandb': 0}}
(TaskRunner pid=16447) using customized reward function 'compute_score_wrapper' from 'verl/utils/reward_score/codev.py'
(TaskRunner pid=16447) using customized reward function 'compute_score_wrapper' from 'verl/utils/reward_score/codev.py'
(TaskRunner pid=16447) <function compute_score_wrapper at 0x7f2c6f28a700> <function compute_score_wrapper at 0x7f2c6f28b560>
(TaskRunner pid=16447) id of compute score functions: 139828820223744 139828820227424
(TaskRunner pid=16447) DeprecationWarning: `ray.state.available_resources_per_node` is a private attribute and access will be removed in a future Ray version.
(WorkerDict pid=17917) Flash Attention 2 only supports torch.float16 and torch.bfloat16 dtypes, but the current dype in Qwen3_5ForCausalLM is torch.float32. You should run training or inference using Automatic Mixed-Precision via the `with torch.autocast(device_type='torch_device'):` decorator, or load the model with the `dtype` argument. Example: `model = AutoModel.from_pretrained("openai/whisper-tiny", attn_implementation="flash_attention_2", dtype=torch.float16)`
(WorkerDict pid=17917) Flash Attention 2 only supports torch.float16 and torch.bfloat16 dtypes, but the current dype in Qwen3_5TextModel is torch.float32. You should run training or inference using Automatic Mixed-Precision via the `with torch.autocast(device_type='torch_device'):` decorator, or load the model with the `dtype` argument. Example: `model = AutoModel.from_pretrained("openai/whisper-tiny", attn_implementation="flash_attention_2", dtype=torch.float16)`
(WorkerDict pid=17917) The fast path is not available because one of the required library is not installed. Falling back to torch implementation. To install follow https://github.com/fla-org/flash-linear-attention#installation and https://github.com/Dao-AILab/causal-conv1d
(WorkerDict pid=17917) 
Loading weights:   0%|          | 0/427 [00:00<?, ?it/s]
(WorkerDict pid=17917) 
Loading weights:   0%|          | 1/427 [00:02<14:58,  2.11s/it]
(WorkerDict pid=17920) Flash Attention 2 only supports torch.float16 and torch.bfloat16 dtypes, but the current dype in Qwen3_5TextModel is torch.float32. You should run training or inference using Automatic Mixed-Precision via the `with torch.autocast(device_type='torch_device'):` decorator, or load the model with the `dtype` argument. Example: `model = AutoModel.from_pretrained("openai/whisper-tiny", attn_implementation="flash_attention_2", dtype=torch.float16)` [repeated 14x across cluster] (Ray deduplicates logs by default. Set RAY_DEDUP_LOGS=0 to disable log deduplication, or see https://docs.ray.io/en/master/ray-observability/user-guides/configure-logging.html#log-deduplication for more options.)
(WorkerDict pid=17920) The fast path is not available because one of the required library is not installed. Falling back to torch implementation. To install follow https://github.com/fla-org/flash-linear-attention#installation and https://github.com/Dao-AILab/causal-conv1d [repeated 7x across cluster]
(WorkerDict pid=17920) 
Loading weights:   0%|          | 0/427 [00:00<?, ?it/s] [repeated 7x across cluster]
(WorkerDict pid=17917) 
Loading weights:  93%|█████████▎| 398/427 [00:05<00:00, 84.06it/s]
(WorkerDict pid=17917) 
Loading weights:  96%|█████████▋| 412/427 [00:06<00:00, 83.43it/s]
(WorkerDict pid=17917) 
Loading weights:  99%|█████████▊| 421/427 [00:06<00:00, 69.49it/s]
(WorkerDict pid=17591) 
Loading weights:  99%|█████████▉| 422/427 [00:06<00:00, 86.66it/s]
Loading weights: 100%|██████████| 427/427 [00:06<00:00, 69.21it/s]
(WorkerDict pid=17915) 
Loading weights:  68%|██████▊   | 292/427 [00:06<00:01, 82.37it/s] [repeated 196x across cluster]
(WorkerDict pid=17917) [rank3]:[W505 06:21:57.609284681 ProcessGroupNCCL.cpp:5138] Guessing device ID based on global rank. This can cause a hang if rank to GPU mapping is heterogeneous. You can specify device_id in init_process_group()
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) WARNING: val_batch_size is deprecated. Validation datasets are sent to inference engines as a whole batch, which will schedule the memory themselves.
(TaskRunner pid=16447) [validate_config] All configuration checks passed successfully!
(TaskRunner pid=16447) dataset len: 3033
(TaskRunner pid=16447) filter dataset len: 3033
(TaskRunner pid=16447) dataset len: 100
(TaskRunner pid=16447) filter dataset len: 100
(TaskRunner pid=16447) Size of train dataloader: 379
(TaskRunner pid=16447) Total training steps: 200
(WorkerDict pid=17591) Model config after override: Qwen3_5Config {
(WorkerDict pid=17591)   "architectures": [
(WorkerDict pid=17591)     "Qwen3_5ForConditionalGeneration"
(WorkerDict pid=17591)   ],
(WorkerDict pid=17591)   "attention_dropout": 0.0,
(WorkerDict pid=17591)   "bos_token_id": null,
(WorkerDict pid=17591)   "dtype": "bfloat16",
(WorkerDict pid=17591)   "embd_pdrop": 0.0,
(WorkerDict pid=17591)   "eos_token_id": 248046,
(WorkerDict pid=17591)   "hidden_size": 4096,
(WorkerDict pid=17591)   "image_token_id": 248056,
(WorkerDict pid=17591)   "model_type": "qwen3_5",
(WorkerDict pid=17591)   "pad_token_id": 248044,
(WorkerDict pid=17591)   "resid_pdrop": 0.0,
(WorkerDict pid=17591)   "text_config": {
(WorkerDict pid=17591)     "attention_bias": false,
(WorkerDict pid=17591)     "attention_dropout": 0.0,
(WorkerDict pid=17591)     "attn_output_gate": true,
(WorkerDict pid=17591)     "bos_token_id": null,
(WorkerDict pid=17591)     "dtype": "bfloat16",
(WorkerDict pid=17591)     "eos_token_id": 248044,
(WorkerDict pid=17591)     "full_attention_interval": 4,
(WorkerDict pid=17591)     "head_dim": 256,
(WorkerDict pid=17591)     "hidden_act": "silu",
(WorkerDict pid=17591)     "hidden_size": 4096,
(WorkerDict pid=17591)     "initializer_range": 0.02,
(WorkerDict pid=17591)     "intermediate_size": 12288,
(WorkerDict pid=17591)     "layer_types": [
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "linear_attention",
(WorkerDict pid=17591)       "full_attention"
(WorkerDict pid=17591)     ],
(WorkerDict pid=17591)     "linear_conv_kernel_dim": 4,
(WorkerDict pid=17591)     "linear_key_head_dim": 128,
(WorkerDict pid=17591)     "linear_num_key_heads": 16,
(WorkerDict pid=17591)     "linear_num_value_heads": 32,
(WorkerDict pid=17591)     "linear_value_head_dim": 128,
(WorkerDict pid=17591)     "mamba_ssm_dtype": "float32",
(WorkerDict pid=17591)     "max_position_embeddings": 262144,
(WorkerDict pid=17591)     "mlp_only_layers": [],
(WorkerDict pid=17591)     "model_type": "qwen3_5_text",
(WorkerDict pid=17591)     "mtp_num_hidden_layers": 1,
(WorkerDict pid=17591)     "mtp_use_dedicated_embeddings": false,
(WorkerDict pid=17591)     "num_attention_heads": 16,
(WorkerDict pid=17591)     "num_hidden_layers": 32,
(WorkerDict pid=17591)     "num_key_value_heads": 4,
(WorkerDict pid=17591)     "pad_token_id": null,
(WorkerDict pid=17591)     "partial_rotary_factor": 0.25,
(WorkerDict pid=17591)     "rms_norm_eps": 1e-06,
(WorkerDict pid=17591)     "rope_parameters": {
(WorkerDict pid=17591)       "mrope_interleaved": true,
(WorkerDict pid=17591)       "mrope_section": [
(WorkerDict pid=17591)         11,
(WorkerDict pid=17591)         11,
(WorkerDict pid=17591)         10
(WorkerDict pid=17591)       ],
(WorkerDict pid=17591)       "partial_rotary_factor": 0.25,
(WorkerDict pid=17591)       "rope_theta": 10000000,
(WorkerDict pid=17591)       "rope_type": "default"
(WorkerDict pid=17591)     },
(WorkerDict pid=17591)     "tie_word_embeddings": false,
(WorkerDict pid=17591)     "use_cache": false,
(WorkerDict pid=17591)     "vocab_size": 248320
(WorkerDict pid=17591)   },
(WorkerDict pid=17591)   "tie_word_embeddings": false,
(WorkerDict pid=17591)   "transformers_version": "5.3.0",
(WorkerDict pid=17591)   "video_token_id": 248057,
(WorkerDict pid=17591)   "vision_config": {
(WorkerDict pid=17591)     "deepstack_visual_indexes": [],
(WorkerDict pid=17591)     "depth": 27,
(WorkerDict pid=17591)     "dtype": "bfloat16",
(WorkerDict pid=17591)     "hidden_act": "gelu_pytorch_tanh",
(WorkerDict pid=17591)     "hidden_size": 1152,
(WorkerDict pid=17591)     "in_channels": 3,
(WorkerDict pid=17591)     "initializer_range": 0.02,
(WorkerDict pid=17591)     "intermediate_size": 4304,
(WorkerDict pid=17591)     "model_type": "qwen3_5",
(WorkerDict pid=17591)     "num_heads": 16,
(WorkerDict pid=17591)     "num_position_embeddings": 2304,
(WorkerDict pid=17591)     "out_hidden_size": 4096,
(WorkerDict pid=17591)     "patch_size": 16,
(WorkerDict pid=17591)     "spatial_merge_size": 2,
(WorkerDict pid=17591)     "temporal_patch_size": 2
(WorkerDict pid=17591)   },
(WorkerDict pid=17591)   "vision_end_token_id": 248054,
(WorkerDict pid=17591)   "vision_start_token_id": 248053
(WorkerDict pid=17591) }
(WorkerDict pid=17591) 
(WorkerDict pid=17591) Qwen3_5ForCausalLM contains 8.95B parameters
(WorkerDict pid=17591) wrap_policy: None
(WorkerDict pid=17915) Total steps: 200, num_warmup_steps: 0
(WorkerDict pid=17915) Actor use_remove_padding=False
(WorkerDict pid=17920) Only support config type of {'llama', 'qwen2', 'qwen2_vl', 'qwen2_5_vl'}, but got qwen3_5. MFU will always be zero.
(WorkerDict pid=17916) Only support config type of {'qwen2', 'llama', 'qwen2_vl', 'qwen2_5_vl'}, but got qwen3_5. MFU will always be zero.
(WorkerDict pid=17917) Only support config type of {'qwen2_vl', 'qwen2', 'qwen2_5_vl', 'llama'}, but got qwen3_5. MFU will always be zero.
(WorkerDict pid=17921) wrap_policy: None [repeated 7x across cluster]
(TaskRunner pid=16447) wandb: Tracking run with wandb version 0.25.1
(TaskRunner pid=16447) wandb: W&B syncing is set to `offline` in this directory. Run `wandb online` or set WANDB_MODE=online to enable cloud syncing.
(TaskRunner pid=16447) wandb: Run data is saved locally in /opt/codev-r1/verl/wandb/offline-run-20260505_062337-hstprwwa
(WorkerDict pid=17915) 
Loading weights: 100%|██████████| 427/427 [00:08<00:00, 49.67it/s] [repeated 19x across cluster]
(WorkerDict pid=17918) 
Loading weights:  99%|█████████▉| 422/427 [00:08<00:00, 78.36it/s]
Loading weights: 100%|██████████| 427/427 [00:08<00:00, 50.36it/s] [repeated 5x across cluster]
(WorkerDict pid=17915) 
Loading weights:  90%|████████▉ | 384/427 [00:08<00:00, 76.06it/s] [repeated 39x across cluster]
(WorkerDict pid=17918) [rank4]:[W505 06:21:59.493063385 ProcessGroupNCCL.cpp:5138] Guessing device ID based on global rank. This can cause a hang if rank to GPU mapping is heterogeneous. You can specify device_id in init_process_group() [repeated 7x across cluster]
(TaskRunner pid=16447) wandb: Detected [openai] in use.
(TaskRunner pid=16447) wandb: Use W&B Weave for improved LLM call tracing. Install Weave with `pip install weave` then add `import weave` to the top of your script.
(TaskRunner pid=16447) wandb: For more information, check out the docs at: https://weave-docs.wandb.ai/
(WorkerDict pid=17915) /usr/local/lib/python3.12/dist-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:822: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html .
(WorkerDict pid=17915)   prev_state_dict_settings = FullyShardedDataParallel.set_state_dict_type(
(WorkerDict pid=17591)   FullyShardedDataParallel.set_state_dict_type(
(TaskRunner pid=16447) 
Training Progress:  15%|█▌        | 30/200 [00:00<?, ?it/s]
(WorkerDict pid=17915) /usr/local/lib/python3.12/dist-packages/torch/distributed/fsdp/fully_sharded_data_parallel.py:829: FutureWarning: FSDP.state_dict_type() and FSDP.set_state_dict_type() are being deprecated. Please use APIs, get_state_dict() and set_state_dict(), which can support different parallelisms, FSDP1, FSDP2, DDP. API doc: https://pytorch.org/docs/stable/distributed.checkpoint.html#torch.distributed.checkpoint.state_dict.get_state_dict .Tutorial: https://pytorch.org/tutorials/recipes/distributed_checkpoint_recipe.html . [repeated 15x across cluster]
(WorkerDict pid=17921)   prev_state_dict_settings = FullyShardedDataParallel.set_state_dict_type( [repeated 7x across cluster]
(WorkerDict pid=17915)   FullyShardedDataParallel.set_state_dict_type( [repeated 7x across cluster]
(WorkerDict pid=17591) Passing `generation_config` together with generation-related arguments=({'return_dict_in_generate', 'do_sample', 'output_scores', 'use_cache', 'eos_token_id', 'pad_token_id', 'max_new_tokens'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17915) Passing `generation_config` together with generation-related arguments=({'eos_token_id', 'pad_token_id', 'do_sample', 'return_dict_in_generate', 'max_new_tokens', 'output_scores', 'use_cache'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17917) Passing `generation_config` together with generation-related arguments=({'eos_token_id', 'pad_token_id', 'output_scores', 'return_dict_in_generate', 'do_sample', 'use_cache', 'max_new_tokens'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17916) Passing `generation_config` together with generation-related arguments=({'max_new_tokens', 'pad_token_id', 'use_cache', 'output_scores', 'return_dict_in_generate', 'eos_token_id', 'do_sample'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17919) Passing `generation_config` together with generation-related arguments=({'do_sample', 'return_dict_in_generate', 'pad_token_id', 'eos_token_id', 'use_cache', 'max_new_tokens', 'output_scores'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17918) Passing `generation_config` together with generation-related arguments=({'eos_token_id', 'output_scores', 'return_dict_in_generate', 'do_sample', 'max_new_tokens', 'pad_token_id', 'use_cache'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17920) Passing `generation_config` together with generation-related arguments=({'use_cache', 'eos_token_id', 'do_sample', 'max_new_tokens', 'return_dict_in_generate', 'output_scores', 'pad_token_id'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17921) Passing `generation_config` together with generation-related arguments=({'output_scores', 'pad_token_id', 'use_cache', 'max_new_tokens', 'return_dict_in_generate', 'eos_token_id', 'do_sample'}) is deprecated and will be removed in future versions. Please pass either a `generation_config` object OR all generation parameters explicitly, but not both.
(WorkerDict pid=17591) Casting fp32 inputs back to torch.bfloat16 for flash-attn compatibility.
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  16%|█▌        | 31/200 [00:57<2:42:44, 57.78s/it]
(WorkerDict pid=17919) Casting fp32 inputs back to torch.bfloat16 for flash-attn compatibility. [repeated 7x across cluster]
(WorkerDict pid=17591) Total steps: 200, num_warmup_steps: 0 [repeated 7x across cluster]
(WorkerDict pid=17591) Actor use_remove_padding=False [repeated 7x across cluster]
(WorkerDict pid=17919) Only support config type of {'llama', 'qwen2', 'qwen2_5_vl', 'qwen2_vl'}, but got qwen3_5. MFU will always be zero.
(WorkerDict pid=17921) Only support config type of {'qwen2_vl', 'llama', 'qwen2_5_vl', 'qwen2'}, but got qwen3_5. MFU will always be zero. [repeated 2x across cluster]
(WorkerDict pid=17915) Only support config type of {'qwen2_vl', 'qwen2', 'qwen2_5_vl', 'llama'}, but got qwen3_5. MFU will always be zero.
(TaskRunner pid=16447) Using LocalLogger is deprecated. The constructor API will change 
(TaskRunner pid=16447) Found checkpoint: %s /data/save/verilog/global_step_30
(TaskRunner pid=16447) Load from checkpoint folder: /data/save/verilog/global_step_30
(TaskRunner pid=16447) Setting global step to 30
(TaskRunner pid=16447) Resuming from /data/save/verilog/global_step_30
(WorkerDict pid=17591) [rank-0]: Loading from /data/save/verilog/global_step_30/actor/model_world_size_8_rank_0.pt and /data/save/verilog/global_step_30/actor/optim_world_size_8_rank_0.pt and /data/save/verilog/global_step_30/actor/extra_state_world_size_8_rank_0.pt
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(WorkerDict pid=17591) Only support config type of {'qwen2', 'llama', 'qwen2_vl', 'qwen2_5_vl'}, but got qwen3_5. MFU will always be zero.
(WorkerDict pid=17921) [rank-7]: Loading from /data/save/verilog/global_step_30/actor/model_world_size_8_rank_7.pt and /data/save/verilog/global_step_30/actor/optim_world_size_8_rank_7.pt and /data/save/verilog/global_step_30/actor/extra_state_world_size_8_rank_7.pt [repeated 7x across cluster]
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module bit_mayor (
(TaskRunner pid=16447)     input CLK,
(TaskRunner pid=16447)     input RESET_L,
(TaskRunner pid=16447)     input bm_a,
(TaskRunner pid=16447)     input bm_b,
(TaskRunner pid=16447)     output reg bm_selector,
(TaskRunner pid=16447)     output reg bm_distintos
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge CLK or negedge RESET_L) begin
(TaskRunner pid=16447)     if (!RESET_L) begin
(TaskRunner pid=16447)         bm_selector <= 0;
(TaskRunner pid=16447)         bm_distintos <= 0;
(TaskRunner pid=16447)     end else begin
(TaskRunner pid=16447)         case ({bm_a, bm_b})
(TaskRunner pid=16447)             2'b00: bm_distintos <= 0;
(TaskRunner pid=16447)             2'b01: begin
(TaskRunner pid=16447)                 bm_selector <= 1;
(TaskRunner pid=16447)                 bm_distintos <= 1;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             2'b10: begin
(TaskRunner pid=16447)                 bm_selector <= 0;
(TaskRunner pid=16447)                 bm_distintos <= 1;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             2'b11: bm_distintos <= 0;
(TaskRunner pid=16447)             default: {bm_selector, bm_distintos} <= {bm_selector, bm_distintos};
(TaskRunner pid=16447)         endcase
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1f5d2a3a-f057-4b26-9a76-6d5efbcbf74b', '418eebeb-f9c1-4c2e-aa8b-43e60f1aeb74', '66cb7932-c812-4daa-930f-2adcbf0a615a', 'a03588fc-5b5f-4600-859a-290fea17601a', 'd90e7dd3-ccb5-431d-8057-679320eec1be', 'e420eb01-f853-4c98-9b5a-88e7af801ad2', 'ee7a1528-e2f4-46f6-a9f4-63fe4f53b566', 'f512b2c5-eb2d-4c72-b641-df2744670ca6']
(TaskRunner pid=16447) step:31 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:2124.000 - global_seqlen/max:3480.000 - global_seqlen/minmax_diff:1356.000 - global_seqlen/balanced_min:2810.000 - global_seqlen/balanced_max:2844.000 - global_seqlen/mean:2822.875 - actor/entropy:0.000 - actor/pg_loss:0.124 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.658 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:250.739 - actor/lr:0.000 - critic/score/mean:-0.289 - critic/score/max:-0.064 - critic/score/min:-0.723 - critic/rewards/mean:-0.289 - critic/rewards/max:-0.064 - critic/rewards/min:-0.723 - critic/advantages/mean:-0.160 - critic/advantages/max:1.375 - critic/advantages/min:-1.444 - critic/returns/mean:-0.160 - critic/returns/max:1.375 - critic/returns/min:-1.444 - response_length/mean:295.844 - response_length/max:740.000 - response_length/min:66.000 - response_length/clip_ratio:0.000 - prompt_length/mean:409.875 - prompt_length/max:524.000 - prompt_length/min:302.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:36.266 - timing_s/reward:0.917 - timing_s/old_log_prob:2.820 - timing_s/adv:0.002 - timing_s/update_actor:17.534 - timing_s/step:57.543 - timing_per_token_ms/update_actor:0.776 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.831 - perf/total_num_tokens:22583.000 - perf/time_per_step:57.543 - perf/throughput:49.057 - reward/mean:-0.289 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:8.000 - reflection/with_length_mean:340.667 - reflection/without_length_mean:291.207 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.333 - reflection/without_reward_mean:-0.284 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:295.844 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.289 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:295.844 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.289 - reflection_confirm/word_confirm_frequency:5.000 - reflection_confirm/with_confirm_length_mean:387.000 - reflection_confirm/without_confirm_length_mean:292.903 - reflection_confirm/with_confirm_correct_ratio:0.000 - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:-0.378 - reflection_confirm/without_confirm_reward_mean:-0.286 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:295.844 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.289 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:295.844 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.289 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:295.844 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.289 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:295.844 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.289 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:295.844 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.289 - reflection_adjust/word_adjust_frequency:3.000 - reflection_adjust/with_adjust_length_mean:317.500 - reflection_adjust/without_adjust_length_mean:294.400 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.310 - reflection_adjust/without_adjust_reward_mean:-0.287 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:295.844 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.289 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:295.844 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.289 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:295.844 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.289 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module gost89_sbox(
(TaskRunner pid=16447)     input [63:0] sbox,
(TaskRunner pid=16447)     input [3:0] in,
(TaskRunner pid=16447)     output reg [3:0] out
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     // The S-box is divided into 16 segments of 4 bits each.
(TaskRunner pid=16447)     // Select the segment based on the 4-bit input if it were a 2-bit row and 2-bit column.
(TaskRunner pid=16447)     // However, since 'in' is 4 bits and not split into row and column, this problem may be misinterpreted.
(TaskRunner pid=16447)     // Assuming the problem might have a typo, and 'in' should be 2 bits for row and 2 bits for column.
(TaskRunner pid=16447)     // But per the given problem statement, 'in' is 4 bits, and the selection is ambiguous.
(TaskRunner pid=16447)     // Re-evaluating: perhaps the problem requires selecting a 4-bit segment based on a 4-bit 'in' using a standard S-box input.
(TaskRunner pid=16447)     // However, given the ambiguity, the following code assumes a possible misinterpretation and attempts to map 'in' to the appropriate segment.
(TaskRunner pid=16447)     // If 'in' is treated as a direct index (0-15), then the selected segment is from the 64-bit sbox using 'in' [3:2] as the row and 'in' [1:0] as the column.
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  16%|█▌        | 32/200 [02:11<3:08:30, 67.32s/it]
(TaskRunner pid=16447)     // But without clear specifications, this is a guess.
(TaskRunner pid=16447)     // For the purpose of providing a solution, here's a possible approach:
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(*) begin
(TaskRunner pid=16447)         case (in)
(TaskRunner pid=16447)             4'd0:  out = sbox[3:0];
(TaskRunner pid=16447)             4'd1:  out = sbox[7:4];
(TaskRunner pid=16447)             4'd2:  out = sbox[11:8];
(TaskRunner pid=16447)             4'd3:  out = sbox[15:12];
(TaskRunner pid=16447)             4'd4:  out = sbox[19:16];
(TaskRunner pid=16447)             4'd5:  out = sbox[23:20];
(TaskRunner pid=16447)             4'd6:  out = sbox[27:24];
(TaskRunner pid=16447)             4'd7:  out = sbox[31:28];
(TaskRunner pid=16447)             4'd8:  out = sbox[35:32];
(TaskRunner pid=16447)             4'd9:  out = sbox[39:36];
(TaskRunner pid=16447)             4'd10: out = sbox[43:40];
(TaskRunner pid=16447)             4'd11: out = sbox[47:44];
(TaskRunner pid=16447)             4'd12: out = sbox[51:48];
(TaskRunner pid=16447)             4'd13: out = sbox[55:52];
(TaskRunner pid=16447)             4'd14: out = sbox[59:56];
(TaskRunner pid=16447)             4'd15: out = sbox[63:60];
(TaskRunner pid=16447)             default: out = 4'b0000;
(TaskRunner pid=16447)         endcase
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['016de722-dae4-43e6-8707-b2569721612a', '16fba68c-cb82-408d-9bf0-8c035822a5f0', '1f128eb3-d8c2-4d30-9381-9141cc08b76f', '2ed06972-2f5d-4cc3-a275-72a90c632b6e', '3027f2fa-77e7-4b07-aaf8-c237907f09c3', '41f76576-3fe4-4201-a34c-f42e16039a91', 'a94483fd-ad22-4c59-bcfb-2d42b8b87646', 'be0ec924-1f40-4b9c-8628-87541797bc96']
(TaskRunner pid=16447) step:32 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:2026.000 - global_seqlen/max:5063.000 - global_seqlen/minmax_diff:3037.000 - global_seqlen/balanced_min:3021.000 - global_seqlen/balanced_max:3148.000 - global_seqlen/mean:3066.250 - actor/entropy:0.000 - actor/pg_loss:-0.254 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.377 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:250.940 - actor/lr:0.000 - critic/score/mean:-0.368 - critic/score/max:-0.070 - critic/score/min:-1.000 - critic/rewards/mean:-0.368 - critic/rewards/max:-0.070 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.248 - critic/advantages/max:1.091 - critic/advantages/min:-1.500 - critic/returns/mean:-0.248 - critic/returns/max:1.091 - critic/returns/min:-1.500 - response_length/mean:376.438 - response_length/max:1024.000 - response_length/min:72.000 - response_length/clip_ratio:0.031 - prompt_length/mean:390.125 - prompt_length/max:617.000 - prompt_length/min:262.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:53.393 - timing_s/reward:0.947 - timing_s/old_log_prob:2.364 - timing_s/adv:0.001 - timing_s/update_actor:17.272 - timing_s/step:73.981 - timing_per_token_ms/update_actor:0.704 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.432 - perf/total_num_tokens:24530.000 - perf/time_per_step:73.981 - perf/throughput:41.446 - reward/mean:-0.368 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:3.000 - reflection/with_length_mean:614.500 - reflection/without_length_mean:360.567 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.600 - reflection/without_reward_mean:-0.352 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:376.438 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.368 - reflection_check/word_check_frequency:1.000 - reflection_check/with_check_length_mean:562.000 - reflection_check/without_check_length_mean:370.452 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.549 - reflection_check/without_check_reward_mean:-0.362 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:376.438 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.368 - reflection_however/word_however_frequency:2.000 - reflection_however/with_however_length_mean:667.000 - reflection_however/without_however_length_mean:367.065 - reflection_however/with_however_correct_ratio:0.000 - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:-0.651 - reflection_however/without_however_reward_mean:-0.358 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:376.438 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.368 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:376.438 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.368 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:376.438 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.368 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:376.438 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.368 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:376.438 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.368 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:376.438 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.368 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:376.438 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.368 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:376.438 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.368 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module inverseShiftRows(
(TaskRunner pid=16447)     input  [127:0] in,
(TaskRunner pid=16447)     output [127:0] o_shifted
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign o_shifted = { in[255:224],           // byte12 (row2 shifted right1)
(TaskRunner pid=16447)                        in[223:192],           // byte8  (row3 shifted right2)
(TaskRunner pid=16447)                        in[191:160],           // byte4  (row4 shifted right3)
(TaskRunner pid=16447)                        in[159:128],           // byte10 (row1 unchanged)
(TaskRunner pid=16447)                        in[127:96],            // byte13 (row2 shifted right1)
(TaskRunner pid=16447)                        in[ 95:64],            // byte9  (row3 shifted right2)
(TaskRunner pid=16447)                        in[ 63:32],            // byte5  (row4 shifted right3)
(TaskRunner pid=16447)                        in[ 31:    0],         // byte11 (row1 unchanged)
(TaskRunner pid=16447)                        in[255:224],           // byte12 (row2 shifted right1)
(TaskRunner pid=16447)                        in[223:128],           // byte8, 4, 10 (row3,4,1 shifted)
(TaskRunner pid=16447)                        in[23:   0],           // byte2,6,14 (row4,1,2 shifted)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  16%|█▋        | 33/200 [03:08<2:54:25, 62.67s/it]
(TaskRunner pid=16447)                        in[127:64] };         // byte0,8,16...
(TaskRunner pid=16447)     
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0968c640-5e98-417c-a21d-df2ad926c463', '29a07a0d-b787-4ec2-84fe-74cd097b259d', '2ee235f5-16ab-4932-9bd7-49ccfecbbe58', '3a6461a6-113c-43a2-a2c4-28aeaa6fef8d', '6cba0b2a-c9e2-44ed-9f41-92b52009d635', '6d6b0c2e-df6a-4b38-af7a-5d083981c34e', '936ef918-18b4-4a10-93ac-c10d4dff5cc7', 'fd92fc41-317e-4bdc-8048-0e2dc5f50121']
(TaskRunner pid=16447) step:33 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1959.000 - global_seqlen/max:5263.000 - global_seqlen/minmax_diff:3304.000 - global_seqlen/balanced_min:3105.000 - global_seqlen/balanced_max:3154.000 - global_seqlen/mean:3132.000 - actor/entropy:0.000 - actor/pg_loss:0.079 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.686 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.109 - actor/lr:0.000 - critic/score/mean:-0.301 - critic/score/max:-0.144 - critic/score/min:-0.695 - critic/rewards/mean:-0.301 - critic/rewards/max:-0.144 - critic/rewards/min:-0.695 - critic/advantages/mean:-0.130 - critic/advantages/max:1.232 - critic/advantages/min:-1.492 - critic/returns/mean:-0.130 - critic/returns/max:1.232 - critic/returns/min:-1.492 - response_length/mean:308.500 - response_length/max:712.000 - response_length/min:147.000 - response_length/clip_ratio:0.000 - prompt_length/mean:474.500 - prompt_length/max:923.000 - prompt_length/min:302.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:36.977 - timing_s/reward:0.874 - timing_s/old_log_prob:2.347 - timing_s/adv:0.001 - timing_s/update_actor:16.898 - timing_s/step:57.101 - timing_per_token_ms/update_actor:0.674 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.746 - perf/total_num_tokens:25056.000 - perf/time_per_step:57.101 - perf/throughput:54.850 - reward/mean:-0.301 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:9.000 - reflection/with_length_mean:519.000 - reflection/without_length_mean:269.519 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.507 - reflection/without_reward_mean:-0.263 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:308.500 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.301 - reflection_check/word_check_frequency:8.000 - reflection_check/with_check_length_mean:470.750 - reflection_check/without_check_length_mean:285.321 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.460 - reflection_check/without_check_reward_mean:-0.279 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:308.500 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.301 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:308.500 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.301 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:308.500 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.301 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:308.500 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.301 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:308.500 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.301 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:308.500 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.301 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:712.000 - reflection_adjust/without_adjust_length_mean:295.484 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.695 - reflection_adjust/without_adjust_reward_mean:-0.289 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:308.500 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.301 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:308.500 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.301 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:308.500 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.301 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module RX_CHECK #(
(TaskRunner pid=16447)   parameter DATA_WIDTH = 8
(TaskRunner pid=16447) ) (
(TaskRunner pid=16447)   input wire clk,
(TaskRunner pid=16447)   input wire rst,           // Active-low reset
(TaskRunner pid=16447)   input wire RX_CHECK_EN,
(TaskRunner pid=16447)   input wire parity_error,
(TaskRunner pid=16447)   input wire stop_error,
(TaskRunner pid=16447)   input wire [DATA_WIDTH-1:0] P_DATA_REG,
(TaskRunner pid=16447)   output reg DATA_VALID,
(TaskRunner pid=16447)   output reg [DATA_WIDTH-1:0] P_DATA_OUT
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  17%|█▋        | 34/200 [04:13<2:55:09, 63.31s/it]
(TaskRunner pid=16447)   always @(posedge clk or negedge rst) begin
(TaskRunner pid=16447)     if (!rst) begin
(TaskRunner pid=16447)       DATA_VALID <= 1'b0;
(TaskRunner pid=16447)       P_DATA_OUT <= {DATA_WIDTH{1'b0}};
(TaskRunner pid=16447)     end else begin
(TaskRunner pid=16447)       if (RX_CHECK_EN && !(parity_error || stop_error)) begin
(TaskRunner pid=16447)         DATA_VALID <= 1'b1;
(TaskRunner pid=16447)         P_DATA_OUT <= P_DATA_REG;
(TaskRunner pid=16447)       end else begin
(TaskRunner pid=16447)         DATA_VALID <= 1'b0;
(TaskRunner pid=16447)       end
(TaskRunner pid=16447)     end
(TaskRunner pid=16447)   end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['208514d5-e22c-4776-a261-b39311e01ade', '594d858d-dddd-4f18-8a47-8a47bdf7e268', '884976f5-d867-4c67-a728-c67a76a005be', 'b9ae0db4-e130-4d41-b12e-7afc0d638aff', 'bb06e824-f9b9-411c-8c72-bf20818edc84', 'c58c1e62-44e1-4024-96f3-0546ae7eeeb7', 'cc211b13-cbf2-46c6-a171-57c36fcd958a', 'f3352385-1619-4a27-b78b-485ee5a269f7']
(TaskRunner pid=16447) step:34 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1709.000 - global_seqlen/max:5179.000 - global_seqlen/minmax_diff:3470.000 - global_seqlen/balanced_min:3063.000 - global_seqlen/balanced_max:3339.000 - global_seqlen/mean:3143.875 - actor/entropy:0.000 - actor/pg_loss:-0.384 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.474 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.193 - actor/lr:0.000 - critic/score/mean:-0.381 - critic/score/max:-0.125 - critic/score/min:-0.816 - critic/rewards/mean:-0.381 - critic/rewards/max:-0.125 - critic/rewards/min:-0.816 - critic/advantages/mean:-0.162 - critic/advantages/max:1.184 - critic/advantages/min:-1.499 - critic/returns/mean:-0.162 - critic/returns/max:1.184 - critic/returns/min:-1.499 - response_length/mean:390.219 - response_length/max:836.000 - response_length/min:128.000 - response_length/clip_ratio:0.000 - prompt_length/mean:395.750 - prompt_length/max:691.000 - prompt_length/min:292.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:43.729 - timing_s/reward:0.941 - timing_s/old_log_prob:2.343 - timing_s/adv:0.001 - timing_s/update_actor:17.252 - timing_s/step:64.271 - timing_per_token_ms/update_actor:0.686 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.502 - perf/total_num_tokens:25151.000 - perf/time_per_step:64.271 - perf/throughput:48.916 - reward/mean:-0.381 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:15.000 - reflection/with_length_mean:329.333 - reflection/without_length_mean:404.269 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.322 - reflection/without_reward_mean:-0.395 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:390.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.381 - reflection_check/word_check_frequency:15.000 - reflection_check/with_check_length_mean:329.333 - reflection_check/without_check_length_mean:404.269 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.322 - reflection_check/without_check_reward_mean:-0.395 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:390.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.381 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:390.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.381 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:390.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.381 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:390.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.381 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:390.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.381 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:390.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.381 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:390.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.381 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:390.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.381 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:390.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.381 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:390.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.381 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module top(clk_i, data_i, data_o);
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  18%|█▊        | 35/200 [05:07<2:45:06, 60.04s/it]
(TaskRunner pid=16447)     input clk_i;
(TaskRunner pid=16447)     input [15:0] data_i;
(TaskRunner pid=16447)     output [15:0] data_o;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     // Instantiate 16 D-latches, one for each bit
(TaskRunner pid=16447)     D_latch latch_0 (.clk(clk_i), .d(data_i[0]),  .q(data_o[0]));
(TaskRunner pid=16447)     D_latch latch_1 (.clk(clk_i), .d(data_i[1]),  .q(data_o[1]));
(TaskRunner pid=16447)     D_latch latch_2 (.clk(clk_i), .d(data_i[2]),  .q(data_o[2]));
(TaskRunner pid=16447)     D_latch latch_3 (.clk(clk_i), .d(data_i[3]),  .q(data_o[3]));
(TaskRunner pid=16447)     D_latch latch_4 (.clk(clk_i), .d(data_i[4]),  .q(data_o[4]));
(TaskRunner pid=16447)     D_latch latch_5 (.clk(clk_i), .d(data_i[5]),  .q(data_o[5]));
(TaskRunner pid=16447)     D_latch latch_6 (.clk(clk_i), .d(data_i[6]),  .q(data_o[6]));
(TaskRunner pid=16447)     D_latch latch_7 (.clk(clk_i), .d(data_i[7]),  .q(data_o[7]));
(TaskRunner pid=16447)     D_latch latch_8 (.clk(clk_i), .d(data_i[8]),  .q(data_o[8]));
(TaskRunner pid=16447)     D_latch latch_9 (.clk(clk_i), .d(data_i[9]),  .q(data_o[9]));
(TaskRunner pid=16447)     D_latch latch_10(.clk(clk_i), .d(data_i[10]), .q(data_o[10]));
(TaskRunner pid=16447)     D_latch latch_11(.clk(clk_i), .d(data_i[11]), .q(data_o[11]));
(TaskRunner pid=16447)     D_latch latch_12(.clk(clk_i), .d(data_i[12]), .q(data_o[12]));
(TaskRunner pid=16447)     D_latch latch_13(.clk(clk_i), .d(data_i[13]), .q(data_o[13]));
(TaskRunner pid=16447)     D_latch latch_14(.clk(clk_i), .d(data_i[14]), .q(data_o[14]));
(TaskRunner pid=16447)     D_latch latch_15(.clk(clk_i), .d(data_i[15]), .q(data_o[15]));
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) 
(TaskRunner pid=16447) // D-latch module (active when clock is high)
(TaskRunner pid=16447) module D_latch(clk, d, q);
(TaskRunner pid=16447)     input clk, d;
(TaskRunner pid=16447)     output reg q;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(*)
(TaskRunner pid=16447)         if (clk)
(TaskRunner pid=16447)             q = d;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['024d36e7-cb81-4ac0-a7ff-71258880d29d', '041e9375-07be-4d05-af6a-62d799c6731c', '0b56eb7f-747e-45c6-bf4d-51e3d1258e73', '6dbc220d-0e58-4413-baf1-4fc4e138430e', 'a1963e91-786b-41ef-9a3f-1244c86a56c7', 'ddfb579d-b912-4ccf-9d05-816f7b20dd4c', 'f9d345d5-8328-470f-b2df-a5d5c255c2d5', 'fc812a82-80e4-40ff-95c4-e3668dbac7c4']
(TaskRunner pid=16447) step:35 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1763.000 - global_seqlen/max:3568.000 - global_seqlen/minmax_diff:1805.000 - global_seqlen/balanced_min:2542.000 - global_seqlen/balanced_max:2633.000 - global_seqlen/mean:2615.250 - actor/entropy:0.000 - actor/pg_loss:-0.036 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.369 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.140 - actor/lr:0.000 - critic/score/mean:-0.260 - critic/score/max:-0.065 - critic/score/min:-0.604 - critic/rewards/mean:-0.260 - critic/rewards/max:-0.065 - critic/rewards/min:-0.604 - critic/advantages/mean:-0.253 - critic/advantages/max:1.429 - critic/advantages/min:-1.497 - critic/returns/mean:-0.253 - critic/returns/max:1.429 - critic/returns/min:-1.497 - response_length/mean:266.688 - response_length/max:618.000 - response_length/min:67.000 - response_length/clip_ratio:0.000 - prompt_length/mean:387.125 - prompt_length/max:494.000 - prompt_length/min:267.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:34.080 - timing_s/reward:0.877 - timing_s/old_log_prob:2.338 - timing_s/adv:0.001 - timing_s/update_actor:16.912 - timing_s/step:54.211 - timing_per_token_ms/update_actor:0.808 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.993 - perf/total_num_tokens:20922.000 - perf/time_per_step:54.211 - perf/throughput:48.242 - reward/mean:-0.260 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:5.000 - reflection/with_length_mean:618.000 - reflection/without_length_mean:255.355 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.604 - reflection/without_reward_mean:-0.249 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:266.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.260 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:266.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.260 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:266.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.260 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:266.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.260 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:266.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.260 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:266.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.260 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:266.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.260 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:266.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.260 - reflection_adjust/word_adjust_frequency:5.000 - reflection_adjust/with_adjust_length_mean:618.000 - reflection_adjust/without_adjust_length_mean:255.355 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.604 - reflection_adjust/without_adjust_reward_mean:-0.249 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:266.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.260 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:266.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.260 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:266.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.260 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module seven_segment (
(TaskRunner pid=16447)     input [3:0] in,
(TaskRunner pid=16447)     output reg [6:0] out
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(*) begin
(TaskRunner pid=16447)     case (in)
(TaskRunner pid=16447)         4'h0: out = 7'b0000001; // 0
(TaskRunner pid=16447)         4'h1: out = 7'b1001111; // 1
(TaskRunner pid=16447)         4'h2: out = 7'b0010010; // 2
(TaskRunner pid=16447)         4'h3: out = 7'b0000110; // 3
(TaskRunner pid=16447)         4'h4: out = 7'b1001100; // 4
(TaskRunner pid=16447)         4'h5: out = 7'b0100100; // 5
(TaskRunner pid=16447)         4'h6: out = 7'b0100000; // 6
(TaskRunner pid=16447)         4'h7: out = 7'b0001111; // 7
(TaskRunner pid=16447)         4'h8: out = 7'b0000000; // 8
(TaskRunner pid=16447)         4'h9: out = 7'b0000100; // 9
(TaskRunner pid=16447)         4'hA: out = 7'b0001000; // A
(TaskRunner pid=16447)         4'hB: out = 7'b1100000; // B
(TaskRunner pid=16447)         4'hC: out = 7'b0110001; // C
(TaskRunner pid=16447)         4'hD: out = 7'b1000010; // D
(TaskRunner pid=16447)         4'hE: out = 7'b0110000; // E
(TaskRunner pid=16447)         4'hF: out = 7'b0111000; // F
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  18%|█▊        | 36/200 [05:52<2:30:16, 54.98s/it]
(TaskRunner pid=16447)         default: out = 7'b1111111; // All segments off (invalid input)
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['18d37649-17cd-4ae5-8a3e-58e4c8d2c360', '1cad56fb-b0fd-4f2d-b9e2-1b74af7ddebf', '3c762cb7-5639-47be-8404-65d0b8c9267a', '4af7ff29-ac22-477b-b5f3-39c9bd49d448', 'a7e9f788-8f53-4b78-93bb-8d4e19b8d779', 'b0422c38-eaa9-4a64-943c-e540f368b967', 'da8ff538-a4c6-4b7b-afa3-1989dbcffbc0', 'f0ba32c2-d360-47b8-a482-398b36088e5e']
(TaskRunner pid=16447) step:36 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1722.000 - global_seqlen/max:3135.000 - global_seqlen/minmax_diff:1413.000 - global_seqlen/balanced_min:2562.000 - global_seqlen/balanced_max:2594.000 - global_seqlen/mean:2572.500 - actor/entropy:0.000 - actor/pg_loss:0.746 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.791 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.125 - actor/lr:0.000 - critic/score/mean:-0.261 - critic/score/max:-0.118 - critic/score/min:-0.436 - critic/rewards/mean:-0.261 - critic/rewards/max:-0.118 - critic/rewards/min:-0.436 - critic/advantages/mean:-0.079 - critic/advantages/max:1.367 - critic/advantages/min:-1.438 - critic/returns/mean:-0.079 - critic/returns/max:1.367 - critic/returns/min:-1.438 - response_length/mean:267.250 - response_length/max:446.000 - response_length/min:121.000 - response_length/clip_ratio:0.000 - prompt_length/mean:375.875 - prompt_length/max:508.000 - prompt_length/min:295.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:24.733 - timing_s/reward:0.968 - timing_s/old_log_prob:2.292 - timing_s/adv:0.001 - timing_s/update_actor:17.138 - timing_s/step:45.135 - timing_per_token_ms/update_actor:0.833 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:2.892 - perf/total_num_tokens:20580.000 - perf/time_per_step:45.135 - perf/throughput:56.995 - reward/mean:-0.261 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:8.000 - reflection/with_length_mean:262.750 - reflection/without_length_mean:267.893 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.257 - reflection/without_reward_mean:-0.262 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:267.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.261 - reflection_check/word_check_frequency:8.000 - reflection_check/with_check_length_mean:262.750 - reflection_check/without_check_length_mean:267.893 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.257 - reflection_check/without_check_reward_mean:-0.262 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:267.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.261 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:267.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.261 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:267.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.261 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:267.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.261 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:267.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.261 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:267.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.261 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:267.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.261 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:267.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.261 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:267.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.261 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:267.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.261 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ALU #(parameter WIDTH = 1) (
(TaskRunner pid=16447)     input [WIDTH-1:0] scrA,
(TaskRunner pid=16447)     input [WIDTH-1:0] scrB,
(TaskRunner pid=16447)     input [2:0] ALU_Control,
(TaskRunner pid=16447)     output zero_flag,
(TaskRunner pid=16447)     output [WIDTH-1:0] ALU_RESULT
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [WIDTH-1:0] result;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign zero_flag = (result == {WIDTH{1'b0}});
(TaskRunner pid=16447) 
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  18%|█▊        | 37/200 [06:36<2:19:52, 51.49s/it]
(TaskRunner pid=16447) always @(*) begin
(TaskRunner pid=16447)     case (ALU_Control)
(TaskRunner pid=16447)         3'b000: result = scrA & scrB;
(TaskRunner pid=16447)         3'b001: result = scrA | scrB;
(TaskRunner pid=16447)         3'b010: result = scrA + scrB;
(TaskRunner pid=16447)         3'b100: result = scrA - scrB;
(TaskRunner pid=16447)         3'b101: result = scrA * scrB;
(TaskRunner pid=16447)         3'b110: result = (scrA < scrB) ? {{(WIDTH-1){1'b0}}, 1'b1} : {WIDTH{1'b0}};
(TaskRunner pid=16447)         default: result = {WIDTH{1'b0}};
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign ALU_RESULT = result;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['27e7a039-8092-417a-89c2-01fd137b4360', '61600eb7-bc77-49e5-88fd-f3b710b3da44', '646820eb-3c24-4af9-a7c8-7dc2c8c1c133', '830088ff-92f0-480c-b2e9-bb0d6f1cd995', '8bed27ce-0964-4e00-84fd-7f6fd398b4ab', 'dc723979-9024-4e8d-a430-5f217a8b606a', 'e617dd80-0898-4424-adce-cc4e4821d7fb', 'f3623e5b-bdf8-4a93-8b27-2983b5a3ad3f']
(TaskRunner pid=16447) step:37 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1272.000 - global_seqlen/max:3549.000 - global_seqlen/minmax_diff:2277.000 - global_seqlen/balanced_min:2350.000 - global_seqlen/balanced_max:2393.000 - global_seqlen/mean:2364.250 - actor/entropy:0.000 - actor/pg_loss:0.444 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.472 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.131 - actor/lr:0.000 - critic/score/mean:-0.183 - critic/score/max:-0.065 - critic/score/min:-0.428 - critic/rewards/mean:-0.183 - critic/rewards/max:-0.065 - critic/rewards/min:-0.428 - critic/advantages/mean:-0.153 - critic/advantages/max:1.479 - critic/advantages/min:-1.500 - critic/returns/mean:-0.153 - critic/returns/max:1.479 - critic/returns/min:-1.500 - response_length/mean:187.062 - response_length/max:438.000 - response_length/min:67.000 - response_length/clip_ratio:0.000 - prompt_length/mean:404.000 - prompt_length/max:603.000 - prompt_length/min:232.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:23.582 - timing_s/reward:0.968 - timing_s/old_log_prob:2.328 - timing_s/adv:0.001 - timing_s/update_actor:17.392 - timing_s/step:44.275 - timing_per_token_ms/update_actor:0.920 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.939 - perf/total_num_tokens:18914.000 - perf/time_per_step:44.275 - perf/throughput:53.400 - reward/mean:-0.183 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:4.000 - reflection/with_length_mean:74.000 - reflection/without_length_mean:203.214 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.072 - reflection/without_reward_mean:-0.198 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:187.062 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.183 - reflection_check/word_check_frequency:4.000 - reflection_check/with_check_length_mean:74.000 - reflection_check/without_check_length_mean:203.214 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.072 - reflection_check/without_check_reward_mean:-0.198 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:187.062 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.183 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:187.062 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.183 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:187.062 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.183 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:187.062 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.183 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:187.062 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.183 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:187.062 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.183 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:187.062 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.183 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:187.062 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.183 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:187.062 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.183 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:187.062 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.183 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  19%|█▉        | 38/200 [07:41<2:30:33, 55.76s/it]
(TaskRunner pid=16447) module adder8bit (
(TaskRunner pid=16447)     input [7:0] a,
(TaskRunner pid=16447)     input [7:0] b,
(TaskRunner pid=16447)     output [7:0] sum,
(TaskRunner pid=16447)     output cout,
(TaskRunner pid=16447)     output flow
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     wire [8:0] c;
(TaskRunner pid=16447)     assign c[0] = 1'b0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     genvar i;
(TaskRunner pid=16447)     generate
(TaskRunner pid=16447)         for (i = 0; i < 8; i = i + 1) begin : adder_loop
(TaskRunner pid=16447)             assign c[i+1] = (a[i] & b[i]) | ((a[i] | b[i]) & c[i]);
(TaskRunner pid=16447)             assign sum[i] = a[i] ^ b[i] ^ c[i];
(TaskRunner pid=16447)         end
(TaskRunner pid=16447)     endgenerate
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign cout = c[8];
(TaskRunner pid=16447)     assign flow = c[7] ^ c[8];
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['669bf362-5eb7-4888-a75b-28ef9703a61b', '7c365b76-33f7-4931-a3d8-db1706a1f771', '82e216e8-1c44-4e73-8adc-712f6be88bd9', '8574660e-5769-4b9b-aa24-9e2493830700', 'bbb0d7f4-5c61-4571-94bc-77b1feb95313', 'bc569146-1133-47ca-984b-590ddc62807f', 'cfc8487c-16df-4a46-bdf5-236162549b8a', 'e4bc4f42-a625-4f80-b265-c31e84f61104']
(TaskRunner pid=16447) step:38 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:2194.000 - global_seqlen/max:4079.000 - global_seqlen/minmax_diff:1885.000 - global_seqlen/balanced_min:3240.000 - global_seqlen/balanced_max:3317.000 - global_seqlen/mean:3265.750 - actor/entropy:0.000 - actor/pg_loss:-0.381 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.264 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.156 - actor/lr:0.000 - critic/score/mean:-0.383 - critic/score/max:-0.171 - critic/score/min:-0.879 - critic/rewards/mean:-0.383 - critic/rewards/max:-0.171 - critic/rewards/min:-0.879 - critic/advantages/mean:-0.093 - critic/advantages/max:1.488 - critic/advantages/min:-1.499 - critic/returns/mean:-0.093 - critic/returns/max:1.488 - critic/returns/min:-1.499 - response_length/mean:391.938 - response_length/max:900.000 - response_length/min:175.000 - response_length/clip_ratio:0.000 - prompt_length/mean:424.500 - prompt_length/max:565.000 - prompt_length/min:315.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:44.342 - timing_s/reward:0.917 - timing_s/old_log_prob:2.333 - timing_s/adv:0.001 - timing_s/update_actor:17.288 - timing_s/step:64.884 - timing_per_token_ms/update_actor:0.662 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.535 - perf/total_num_tokens:26126.000 - perf/time_per_step:64.884 - perf/throughput:50.332 - reward/mean:-0.383 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:900.000 - reflection/without_length_mean:375.548 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.879 - reflection/without_reward_mean:-0.367 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:391.938 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.383 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:391.938 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.383 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:391.938 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.383 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:391.938 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.383 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:391.938 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.383 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:391.938 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.383 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:391.938 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.383 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:391.938 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.383 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:900.000 - reflection_adjust/without_adjust_length_mean:375.548 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.879 - reflection_adjust/without_adjust_reward_mean:-0.367 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:391.938 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.383 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:391.938 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.383 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:391.938 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.383 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  20%|█▉        | 39/200 [08:32<2:25:38, 54.28s/it]
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module register_file (
(TaskRunner pid=16447)     input [5:0] reg1addr,
(TaskRunner pid=16447)     input [5:0] reg2addr,
(TaskRunner pid=16447)     input [1:0] write_reg_ctl,
(TaskRunner pid=16447)     input [31:0] write_data,
(TaskRunner pid=16447)     output [31:0] reg1out,
(TaskRunner pid=16447)     output [31:0] reg2out,
(TaskRunner pid=16447)     output [31:0] reg_show1,
(TaskRunner pid=16447)     output [31:0] reg_show2,
(TaskRunner pid=16447)     output [31:0] reg_show3,
(TaskRunner pid=16447)     output [31:0] reg_show4,
(TaskRunner pid=16447)     output [31:0] reg_show5,
(TaskRunner pid=16447)     output [31:0] reg_show6,
(TaskRunner pid=16447)     output [31:0] reg_show7,
(TaskRunner pid=16447)     output [31:0] reg_show8,
(TaskRunner pid=16447)     output [31:0] reg_show9,
(TaskRunner pid=16447)     output [31:0] reg_show10,
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input rst
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     reg [31:0] registers [0:63];
(TaskRunner pid=16447)     integer i;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     // Combinational read ports
(TaskRunner pid=16447)     assign reg1out = registers[reg1addr];
(TaskRunner pid=16447)     assign reg2out = registers[reg2addr];
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     // Dedicated show outputs for registers 1-10
(TaskRunner pid=16447)     assign reg_show1  = registers[1];
(TaskRunner pid=16447)     assign reg_show2  = registers[2];
(TaskRunner pid=16447)     assign reg_show3  = registers[3];
(TaskRunner pid=16447)     assign reg_show4  = registers[4];
(TaskRunner pid=16447)     assign reg_show5  = registers[5];
(TaskRunner pid=16447)     assign reg_show6  = registers[6];
(TaskRunner pid=16447)     assign reg_show7  = registers[7];
(TaskRunner pid=16447)     assign reg_show8  = registers[8];
(TaskRunner pid=16447)     assign reg_show9  = registers[9];
(TaskRunner pid=16447)     assign reg_show10 = registers[10];
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(posedge clk) begin
(TaskRunner pid=16447)         if (rst) begin
(TaskRunner pid=16447)             // Synchronous reset: initialize all registers to 0
(TaskRunner pid=16447)             for (i = 0; i < 64; i = i + 1)
(TaskRunner pid=16447)                 registers[i] <= 32'b0;
(TaskRunner pid=16447)         end
(TaskRunner pid=16447)         else begin
(TaskRunner pid=16447)             // Write operation based on control signal
(TaskRunner pid=16447)             case (write_reg_ctl)
(TaskRunner pid=16447)                 2'b10: registers[reg1addr] <= write_data;
(TaskRunner pid=16447)                 2'b11: registers[reg2addr] <= write_data;
(TaskRunner pid=16447)                 2'b01: registers[6'b011111] <= write_data;
(TaskRunner pid=16447)                 default: ; // No write operation
(TaskRunner pid=16447)             endcase
(TaskRunner pid=16447)         end
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1b66ca6c-e367-4a89-8b1d-bb44eb2a02a9', 'a7abccb0-9925-44dd-a450-f345738d5452', 'a86c43ff-6930-460b-bc39-0c5359b05d60', 'c9c1bcd0-2194-4198-b07e-9ebf2ca3fe1e', 'cab12e70-4cd4-4ec5-a726-5fed3981bbf9', 'd68d5daf-1d34-4ac0-b34d-d0facf4b36f9', 'e05cdd1c-60fb-45a3-8635-69209c384eea', 'f00d604d-254d-4be2-87e9-0c9a04b9a6c9']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  20%|██        | 40/200 [09:40<2:36:09, 58.56s/it]
(TaskRunner pid=16447) step:39 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1643.000 - global_seqlen/max:5216.000 - global_seqlen/minmax_diff:3573.000 - global_seqlen/balanced_min:3128.000 - global_seqlen/balanced_max:3161.000 - global_seqlen/mean:3140.250 - actor/entropy:0.000 - actor/pg_loss:0.209 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.199 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.156 - actor/lr:0.000 - critic/score/mean:-0.269 - critic/score/max:-0.092 - critic/score/min:-0.575 - critic/rewards/mean:-0.269 - critic/rewards/max:-0.092 - critic/rewards/min:-0.575 - critic/advantages/mean:-0.052 - critic/advantages/max:1.246 - critic/advantages/min:-1.477 - critic/returns/mean:-0.052 - critic/returns/max:1.246 - critic/returns/min:-1.477 - response_length/mean:275.562 - response_length/max:589.000 - response_length/min:94.000 - response_length/clip_ratio:0.000 - prompt_length/mean:509.500 - prompt_length/max:747.000 - prompt_length/min:285.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:30.580 - timing_s/reward:0.986 - timing_s/old_log_prob:2.289 - timing_s/adv:0.001 - timing_s/update_actor:17.115 - timing_s/step:50.975 - timing_per_token_ms/update_actor:0.681 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.468 - perf/total_num_tokens:25122.000 - perf/time_per_step:50.975 - perf/throughput:61.603 - reward/mean:-0.269 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:275.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.269 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:275.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.269 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:275.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.269 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:275.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.269 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:275.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.269 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:275.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.269 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:275.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.269 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:275.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.269 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:275.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.269 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:275.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.269 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:275.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.269 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:275.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.269 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Decoder(
(TaskRunner pid=16447)     input A, B, C,
(TaskRunner pid=16447)     input G1, G2AN, G2BN,
(TaskRunner pid=16447)     output Y0N, Y1N, Y2N, Y3N, Y4N, Y5N, Y6N, Y7N
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     wire enable = G1 & ~G2AN & ~G2BN;
(TaskRunner pid=16447)     wire [2:0] addr = {C, B, A};
(TaskRunner pid=16447)     
(TaskRunner pid=16447)     assign Y0N = ~(enable & (addr == 3'd0));
(TaskRunner pid=16447)     assign Y1N = ~(enable & (addr == 3'd1));
(TaskRunner pid=16447)     assign Y2N = ~(enable & (addr == 3'd2));
(TaskRunner pid=16447)     assign Y3N = ~(enable & (addr == 3'd3));
(TaskRunner pid=16447)     assign Y4N = ~(enable & (addr == 3'd4));
(TaskRunner pid=16447)     assign Y5N = ~(enable & (addr == 3'd5));
(TaskRunner pid=16447)     assign Y6N = ~(enable & (addr == 3'd6));
(TaskRunner pid=16447)     assign Y7N = ~(enable & (addr == 3'd7));
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['102f13f4-b70f-495b-9e59-7c1b17ded88a', '103f6cea-e426-443b-b1d2-f1260e48e9b6', '2e6739c8-327f-4004-b6c9-22f488f32b83', '383946a7-2526-4036-b7aa-fa1e9f35afd9', '5b33ceb9-25c4-4b05-9ece-fc43e2a13def', '7ece7b95-8ab7-4b54-88aa-ca14df0defec', '912663c3-20ae-44d0-bab1-4fdcfef004ee', '990682ca-0431-4fa6-89f1-0acbab9822b6']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  20%|██        | 41/200 [10:26<2:24:19, 54.46s/it]
(TaskRunner pid=16447) step:40 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1340.000 - global_seqlen/max:3952.000 - global_seqlen/minmax_diff:2612.000 - global_seqlen/balanced_min:2571.000 - global_seqlen/balanced_max:2649.000 - global_seqlen/mean:2602.000 - actor/entropy:0.000 - actor/pg_loss:-0.673 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.795 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.077 - actor/lr:0.000 - critic/score/mean:-0.270 - critic/score/max:-0.061 - critic/score/min:-0.927 - critic/rewards/mean:-0.270 - critic/rewards/max:-0.061 - critic/rewards/min:-0.927 - critic/advantages/mean:-0.168 - critic/advantages/max:1.488 - critic/advantages/min:-1.453 - critic/returns/mean:-0.168 - critic/returns/max:1.488 - critic/returns/min:-1.453 - response_length/mean:276.000 - response_length/max:949.000 - response_length/min:62.000 - response_length/clip_ratio:0.000 - prompt_length/mean:374.500 - prompt_length/max:580.000 - prompt_length/min:258.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:47.401 - timing_s/reward:0.916 - timing_s/old_log_prob:2.355 - timing_s/adv:0.001 - timing_s/update_actor:17.450 - timing_s/step:68.126 - timing_per_token_ms/update_actor:0.838 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.367 - perf/total_num_tokens:20816.000 - perf/time_per_step:68.126 - perf/throughput:38.194 - reward/mean:-0.270 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:276.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.270 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:276.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.270 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:276.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.270 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:276.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.270 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:276.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.270 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:276.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.270 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:276.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.270 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:276.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.270 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:276.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.270 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:276.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.270 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:276.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.270 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:276.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.270 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module debouncer (
(TaskRunner pid=16447)     input wire clk,
(TaskRunner pid=16447)     input wire clr,
(TaskRunner pid=16447)     output wire debounced_clr
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [2:0] shift_reg = 3'b0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk) begin
(TaskRunner pid=16447)     shift_reg <= {shift_reg[1:0], clr};
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign debounced_clr = (shift_reg == 3'b111);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['09260f6e-c688-4f7d-86bf-c6610a7abc6f', '205db740-c0e1-4497-b19f-fe6ff9ca45a9', '2cc71141-ff92-4349-ae4c-f2b14e893687', '471ac634-7f94-45ab-9239-d70f71da4639', '58b3b36d-3699-4608-9e86-f14a4e97bafa', 'b3762ddb-b504-4779-9e5f-5a6f6b884229', 'c23c46a3-46e5-4908-bf06-fb01bc2da415', 'e76f0ad8-6faf-4d09-949d-0a07b5327b74']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  21%|██        | 42/200 [11:08<2:13:40, 50.76s/it]
(TaskRunner pid=16447) step:41 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1356.000 - global_seqlen/max:3573.000 - global_seqlen/minmax_diff:2217.000 - global_seqlen/balanced_min:2205.000 - global_seqlen/balanced_max:2262.000 - global_seqlen/mean:2226.375 - actor/entropy:0.000 - actor/pg_loss:0.166 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.832 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.084 - actor/lr:0.000 - critic/score/mean:-0.185 - critic/score/max:-0.068 - critic/score/min:-0.441 - critic/rewards/mean:-0.185 - critic/rewards/max:-0.068 - critic/rewards/min:-0.441 - critic/advantages/mean:-0.116 - critic/advantages/max:1.440 - critic/advantages/min:-1.499 - critic/returns/mean:-0.116 - critic/returns/max:1.440 - critic/returns/min:-1.499 - response_length/mean:189.594 - response_length/max:452.000 - response_length/min:70.000 - response_length/clip_ratio:0.000 - prompt_length/mean:367.000 - prompt_length/max:563.000 - prompt_length/min:248.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:24.554 - timing_s/reward:0.926 - timing_s/old_log_prob:2.318 - timing_s/adv:0.001 - timing_s/update_actor:17.350 - timing_s/step:45.153 - timing_per_token_ms/update_actor:0.974 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.047 - perf/total_num_tokens:17811.000 - perf/time_per_step:45.153 - perf/throughput:49.307 - reward/mean:-0.185 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:312.000 - reflection/without_length_mean:185.645 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.305 - reflection/without_reward_mean:-0.181 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:189.594 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.185 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:189.594 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.185 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:189.594 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.185 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:189.594 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.185 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:189.594 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.185 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:189.594 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.185 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:189.594 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.185 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:189.594 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.185 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:312.000 - reflection_adjust/without_adjust_length_mean:185.645 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.305 - reflection_adjust/without_adjust_reward_mean:-0.181 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:189.594 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.185 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:189.594 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.185 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:189.594 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.185 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module sixteen_bit_adder (
(TaskRunner pid=16447)     input [15:0] a,
(TaskRunner pid=16447)     input [15:0] b,
(TaskRunner pid=16447)     output [15:0] sum,
(TaskRunner pid=16447)     output sign,
(TaskRunner pid=16447)     output carry,
(TaskRunner pid=16447)     output parity,
(TaskRunner pid=16447)     output overflow
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign {carry, sum} = a + b;
(TaskRunner pid=16447)     assign sign = sum[15];
(TaskRunner pid=16447)     assign parity = ^sum; // XOR reduction of sum bits
(TaskRunner pid=16447)     assign overflow = (a[15] & b[15] & ~sum[15]) | (~a[15] & ~b[15] & sum[15]);
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) 
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['05371c80-0fb2-4267-880f-e11b352373ba', '193addff-2fb8-4808-9f65-f7913b41abfa', '19a8b905-735b-4a4d-86a1-6812cbc39dc2', '2086a1bb-1e53-4361-8a5d-cc615de6662a', '3beaa8bd-22cb-411a-89fb-f1e2d918bf67', '59b08c02-2ee8-4a7e-bfe8-a95b2046e23a', 'c9e2ebea-5491-48f7-91ef-01f3fc5dc443', 'cf68d636-9a5d-4d20-9431-79387a62a11e']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  22%|██▏       | 43/200 [12:02<2:15:47, 51.89s/it]
(TaskRunner pid=16447) step:42 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1265.000 - global_seqlen/max:3535.000 - global_seqlen/minmax_diff:2270.000 - global_seqlen/balanced_min:2262.000 - global_seqlen/balanced_max:2297.000 - global_seqlen/mean:2277.250 - actor/entropy:0.000 - actor/pg_loss:-0.386 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.241 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.159 - actor/lr:0.000 - critic/score/mean:-0.177 - critic/score/max:-0.071 - critic/score/min:-0.384 - critic/rewards/mean:-0.177 - critic/rewards/max:-0.071 - critic/rewards/min:-0.384 - critic/advantages/mean:-0.101 - critic/advantages/max:1.488 - critic/advantages/min:-1.492 - critic/returns/mean:-0.101 - critic/returns/max:1.488 - critic/returns/min:-1.492 - response_length/mean:181.188 - response_length/max:393.000 - response_length/min:73.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.125 - prompt_length/max:556.000 - prompt_length/min:241.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:22.183 - timing_s/reward:0.915 - timing_s/old_log_prob:2.313 - timing_s/adv:0.001 - timing_s/update_actor:16.852 - timing_s/step:42.268 - timing_per_token_ms/update_actor:0.925 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.826 - perf/total_num_tokens:18218.000 - perf/time_per_step:42.268 - perf/throughput:53.877 - reward/mean:-0.177 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:181.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.177 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:181.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.177 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:181.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.177 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:181.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.177 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:181.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.177 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:181.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.177 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:181.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.177 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:181.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.177 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:181.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.177 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:181.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.177 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:181.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.177 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:181.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.177 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module BarrelShifter (
(TaskRunner pid=16447)     input [4:0] ShiftSize,
(TaskRunner pid=16447)     input [31:0] Number,
(TaskRunner pid=16447)     output [31:0] Out
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign Out = (Number << ShiftSize) | (Number >> (32 - ShiftSize));
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01e004f0-023a-46cd-8abb-3911f208fc2f', '4d980559-70a1-41b1-9250-95489ee655c3', '5dfd63e0-5ecf-42ba-b8f2-66a2013e6e56', '7cdc1808-6a5b-4bd5-93f4-800f3074cb35', '91909c82-a71d-4c42-a572-f069c2a71b87', 'd12536ea-5bb2-427d-b0fa-2ead1ad6590c', 'd69e6ca8-736b-4fa0-951c-3214b3f68b2d', 'fe16235f-e36b-417a-83a6-4855b88ce76a']
(TaskRunner pid=16447) step:43 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1412.000 - global_seqlen/max:5358.000 - global_seqlen/minmax_diff:3946.000 - global_seqlen/balanced_min:2283.000 - global_seqlen/balanced_max:2789.000 - global_seqlen/mean:2519.375 - actor/entropy:0.000 - actor/pg_loss:0.122 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.512 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.160 - actor/lr:0.000 - critic/score/mean:-0.221 - critic/score/max:-0.068 - critic/score/min:-0.632 - critic/rewards/mean:-0.221 - critic/rewards/max:-0.068 - critic/rewards/min:-0.632 - critic/advantages/mean:-0.148 - critic/advantages/max:1.488 - critic/advantages/min:-1.434 - critic/returns/mean:-0.148 - critic/returns/max:1.488 - critic/returns/min:-1.434 - response_length/mean:226.719 - response_length/max:647.000 - response_length/min:70.000 - response_length/clip_ratio:0.000 - prompt_length/mean:403.125 - prompt_length/max:831.000 - prompt_length/min:276.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:33.909 - timing_s/reward:0.926 - timing_s/old_log_prob:2.309 - timing_s/adv:0.001 - timing_s/update_actor:17.335 - timing_s/step:54.484 - timing_per_token_ms/update_actor:0.860 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.674 - perf/total_num_tokens:20155.000 - perf/time_per_step:54.484 - perf/throughput:46.241 - reward/mean:-0.221 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:226.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.221 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:226.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.221 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:226.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.221 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:226.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.221 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:226.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.221 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:226.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.221 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:226.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.221 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:226.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.221 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:226.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.221 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:226.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.221 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:226.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.221 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:226.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.221 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module fifo8 (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input rst,
(TaskRunner pid=16447)     input wr,
(TaskRunner pid=16447)     input rd,
(TaskRunner pid=16447)     output reg [2:0] wa,
(TaskRunner pid=16447)     output reg [2:0] ra,
(TaskRunner pid=16447)     output full,
(TaskRunner pid=16447)     output empty
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg dir;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign empty = (wa == ra) && !dir;
(TaskRunner pid=16447) assign full = (wa == ra) && dir;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk or posedge rst) begin
(TaskRunner pid=16447)     if (rst) begin
(TaskRunner pid=16447)         wa <= 3'b0;
(TaskRunner pid=16447)         ra <= 3'b0;
(TaskRunner pid=16447)         dir <= 1'b0;
(TaskRunner pid=16447)     end else begin
(TaskRunner pid=16447)         // Update write address
(TaskRunner pid=16447)         if (wr && !full)
(TaskRunner pid=16447)             wa <= wa + 1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)         // Update read address
(TaskRunner pid=16447)         if (rd && !empty)
(TaskRunner pid=16447)             ra <= ra + 1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)         // Direction flip-flop logic
(TaskRunner pid=16447)         if (wr && !full)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  22%|██▏       | 44/200 [13:08<2:25:36, 56.00s/it]
(TaskRunner pid=16447)             dir <= 1'b1;
(TaskRunner pid=16447)         if (rd && !empty)
(TaskRunner pid=16447)             dir <= 1'b0;
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['5e2c66d6-28f9-4885-a2f9-0b4b08459907', '73116e4e-50f0-460e-8d10-aa5fb6b69ee0', '7ef65ce8-c066-43a0-aa09-89ecc5f1d6fe', '8c3a1f5b-e863-44fd-8904-f5397d5b3ff2', 'c395073f-5b16-49a3-9aa9-c0338b53c279', 'c7649912-b5db-4bd2-bfe6-2d57bd5102ba', 'cf91f032-9d6d-4ff2-b81d-88d2f05adbcd', 'd8bf15ee-9d47-4265-8af2-9fd89f7fabeb']
(TaskRunner pid=16447) step:44 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1866.000 - global_seqlen/max:4338.000 - global_seqlen/minmax_diff:2472.000 - global_seqlen/balanced_min:2967.000 - global_seqlen/balanced_max:3083.000 - global_seqlen/mean:3011.750 - actor/entropy:0.000 - actor/pg_loss:-0.612 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.596 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.143 - actor/lr:0.000 - critic/score/mean:-0.310 - critic/score/max:-0.122 - critic/score/min:-0.857 - critic/rewards/mean:-0.310 - critic/rewards/max:-0.122 - critic/rewards/min:-0.857 - critic/advantages/mean:-0.131 - critic/advantages/max:1.372 - critic/advantages/min:-1.500 - critic/returns/mean:-0.131 - critic/returns/max:1.372 - critic/returns/min:-1.500 - response_length/mean:317.812 - response_length/max:878.000 - response_length/min:125.000 - response_length/clip_ratio:0.000 - prompt_length/mean:435.125 - prompt_length/max:539.000 - prompt_length/min:327.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:44.878 - timing_s/reward:0.901 - timing_s/old_log_prob:2.288 - timing_s/adv:0.001 - timing_s/update_actor:17.402 - timing_s/step:65.474 - timing_per_token_ms/update_actor:0.722 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.413 - perf/total_num_tokens:24094.000 - perf/time_per_step:65.474 - perf/throughput:45.999 - reward/mean:-0.310 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:329.000 - reflection/without_length_mean:317.452 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.321 - reflection/without_reward_mean:-0.310 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:317.812 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.310 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:317.812 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.310 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:317.812 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.310 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:317.812 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.310 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:317.812 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.310 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:317.812 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.310 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:317.812 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.310 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:317.812 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.310 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:329.000 - reflection_adjust/without_adjust_length_mean:317.452 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.321 - reflection_adjust/without_adjust_reward_mean:-0.310 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:317.812 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.310 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:317.812 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.310 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:317.812 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.310 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Bin2BCD_4D (
(TaskRunner pid=16447)     input [11:0] Binary,
(TaskRunner pid=16447)     output reg [15:0] BCD
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) integer i;
(TaskRunner pid=16447) reg [27:0] temp;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @* begin
(TaskRunner pid=16447)     temp = {16'd0, Binary};
(TaskRunner pid=16447)     for (i = 0; i < 12; i = i + 1) begin
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  22%|██▎       | 45/200 [13:53<2:16:01, 52.66s/it]
(TaskRunner pid=16447)         temp = temp << 1;
(TaskRunner pid=16447)         if (temp[27:24] >= 5)
(TaskRunner pid=16447)             temp[27:24] = temp[27:24] + 3;
(TaskRunner pid=16447)         if (temp[23:20] >= 5)
(TaskRunner pid=16447)             temp[23:20] = temp[23:20] + 3;
(TaskRunner pid=16447)         if (temp[19:16] >= 5)
(TaskRunner pid=16447)             temp[19:16] = temp[19:16] + 3;
(TaskRunner pid=16447)         if (temp[15:12] >= 5)
(TaskRunner pid=16447)             temp[15:12] = temp[15:12] + 3;
(TaskRunner pid=16447)     end
(TaskRunner pid=16447)     BCD = temp[27:12];
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['05ab0051-b1a3-414e-9297-af5875a5606f', '07f667fa-83ce-4952-b559-79d1ffe0bc50', '2586fcf9-ce2a-4bd5-b381-f3867563028e', '460182d1-c59d-4a24-9bc4-32e0c61d1e9b', '4635875e-9731-431e-b659-03d3d3f70638', '5a23f2a7-4c61-4c5e-87f9-77400629b09f', '7c3816b3-3858-40d5-9fdd-1bc102d40bba', '841638a5-41f7-42f6-98c0-7957de89b053']
(TaskRunner pid=16447) step:45 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1639.000 - global_seqlen/max:3001.000 - global_seqlen/minmax_diff:1362.000 - global_seqlen/balanced_min:2040.000 - global_seqlen/balanced_max:2201.000 - global_seqlen/mean:2091.500 - actor/entropy:0.000 - actor/pg_loss:0.122 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.860 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.166 - actor/lr:0.000 - critic/score/mean:-0.175 - critic/score/max:-0.107 - critic/score/min:-0.471 - critic/rewards/mean:-0.175 - critic/rewards/max:-0.107 - critic/rewards/min:-0.471 - critic/advantages/mean:-0.141 - critic/advantages/max:1.389 - critic/advantages/min:-1.488 - critic/returns/mean:-0.141 - critic/returns/max:1.389 - critic/returns/min:-1.488 - response_length/mean:179.000 - response_length/max:482.000 - response_length/min:110.000 - response_length/clip_ratio:0.000 - prompt_length/mean:343.875 - prompt_length/max:420.000 - prompt_length/min:293.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:24.822 - timing_s/reward:0.911 - timing_s/old_log_prob:2.280 - timing_s/adv:0.001 - timing_s/update_actor:16.857 - timing_s/step:44.874 - timing_per_token_ms/update_actor:1.007 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.333 - perf/total_num_tokens:16732.000 - perf/time_per_step:44.874 - perf/throughput:46.608 - reward/mean:-0.175 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:2.000 - reflection/with_length_mean:398.000 - reflection/without_length_mean:171.935 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.389 - reflection/without_reward_mean:-0.168 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:179.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.175 - reflection_check/word_check_frequency:1.000 - reflection_check/with_check_length_mean:398.000 - reflection_check/without_check_length_mean:171.935 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.389 - reflection_check/without_check_reward_mean:-0.168 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:179.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.175 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:179.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.175 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:179.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.175 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:179.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.175 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:179.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.175 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:179.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.175 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:398.000 - reflection_adjust/without_adjust_length_mean:171.935 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.389 - reflection_adjust/without_adjust_reward_mean:-0.168 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:179.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.175 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:179.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.175 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:179.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.175 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module control_path(
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  23%|██▎       | 46/200 [14:56<2:23:31, 55.92s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  24%|██▎       | 47/200 [15:50<2:20:51, 55.24s/it]
(TaskRunner pid=16447)     input [6:0] opcode,
(TaskRunner pid=16447)     input control_sel,
(TaskRunner pid=16447)     output MemRead,
(TaskRunner pid=16447)     output MemtoReg,
(TaskRunner pid=16447)     output MemWrite,
(TaskRunner pid=16447)     output RegWrite,
(TaskRunner pid=16447)     output Branch,
(TaskRunner pid=16447)     output ALUSrc,
(TaskRunner pid=16447)     output [1:0] ALUop
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg;
(TaskRunner pid=16447) reg [1:0] ALUop_reg;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(*) begin
(TaskRunner pid=16447)     if (control_sel) begin
(TaskRunner pid=16447)         {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0;
(TaskRunner pid=16447)     end else begin
(TaskRunner pid=16447)         case(opcode)
(TaskRunner pid=16447)             7'b0000011: begin // ld
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b1_1_0_1_0_1_00;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             7'b0100011: begin // sd
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0_0_1_0_0_1_00;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             7'b0110011: begin // R-format
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0_0_0_1_0_0_10;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             7'b0010011: begin // I-format
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0_0_0_1_0_1_00;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             7'b1100011: begin // branch
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0_0_0_0_1_0_01;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)             default: begin // default
(TaskRunner pid=16447)                 {MemRead_reg, MemtoReg_reg, MemWrite_reg, RegWrite_reg, Branch_reg, ALUSrc_reg, ALUop_reg} = 8'b0;
(TaskRunner pid=16447)             end
(TaskRunner pid=16447)         endcase
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign MemRead = MemRead_reg;
(TaskRunner pid=16447) assign MemtoReg = MemtoReg_reg;
(TaskRunner pid=16447) assign MemWrite = MemWrite_reg;
(TaskRunner pid=16447) assign RegWrite = RegWrite_reg;
(TaskRunner pid=16447) assign Branch = Branch_reg;
(TaskRunner pid=16447) assign ALUSrc = ALUSrc_reg;
(TaskRunner pid=16447) assign ALUop = ALUop_reg;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0e4d442e-ccdf-4bec-9d89-ac3dc1790ac3', '39e6d806-2efa-4f0f-a72c-d67e3e9da407', '51a6a8d7-fa63-45c6-b668-67ff3fbb7638', '7cfcc07e-9936-4d9b-b665-741d0f84cf9b', '8f2c21a4-9bad-47f2-966c-d969cc0048b4', 'b90042b0-e388-4333-a71b-5818f0cf59ea', 'c1546406-01e6-455b-82d0-b4205840f631', 'de3c1026-bf8d-4af5-aa05-50a172f2195f']
(TaskRunner pid=16447) step:46 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1411.000 - global_seqlen/max:4516.000 - global_seqlen/minmax_diff:3105.000 - global_seqlen/balanced_min:2046.000 - global_seqlen/balanced_max:2529.000 - global_seqlen/mean:2242.625 - actor/entropy:0.000 - actor/pg_loss:-0.687 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.723 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.143 - actor/lr:0.000 - critic/score/mean:-0.221 - critic/score/max:-0.069 - critic/score/min:-0.838 - critic/rewards/mean:-0.221 - critic/rewards/max:-0.069 - critic/rewards/min:-0.838 - critic/advantages/mean:-0.149 - critic/advantages/max:1.456 - critic/advantages/min:-1.336 - critic/returns/mean:-0.149 - critic/returns/max:1.456 - critic/returns/min:-1.336 - response_length/mean:226.656 - response_length/max:858.000 - response_length/min:71.000 - response_length/clip_ratio:0.000 - prompt_length/mean:334.000 - prompt_length/max:475.000 - prompt_length/min:249.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:43.058 - timing_s/reward:0.918 - timing_s/old_log_prob:2.295 - timing_s/adv:0.001 - timing_s/update_actor:17.205 - timing_s/step:63.480 - timing_per_token_ms/update_actor:0.959 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.937 - perf/total_num_tokens:17941.000 - perf/time_per_step:63.480 - perf/throughput:35.328 - reward/mean:-0.221 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:2.000 - reflection/with_length_mean:544.000 - reflection/without_length_mean:216.419 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.531 - reflection/without_reward_mean:-0.211 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:226.656 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.221 - reflection_check/word_check_frequency:2.000 - reflection_check/with_check_length_mean:544.000 - reflection_check/without_check_length_mean:216.419 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.531 - reflection_check/without_check_reward_mean:-0.211 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:226.656 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.221 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:226.656 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.221 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:226.656 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.221 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:226.656 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.221 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:226.656 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.221 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:226.656 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.221 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:226.656 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.221 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:226.656 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.221 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:226.656 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.221 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:226.656 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.221 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module full_adder(x1, y1, Cin, sum, Cout);
(TaskRunner pid=16447)   input x1, y1, Cin;
(TaskRunner pid=16447)   output sum, Cout;
(TaskRunner pid=16447)   assign {Cout, sum} = x1 + y1 + Cin;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) 
(TaskRunner pid=16447) module mult2(x2, y2, p);
(TaskRunner pid=16447)   input [1:0] x2, y2;
(TaskRunner pid=16447)   output [3:0] p;
(TaskRunner pid=16447)   wire carry;
(TaskRunner pid=16447)   
(TaskRunner pid=16447)   assign p[0] = x2[0] & y2[0];
(TaskRunner pid=16447)   assign p[1] = x2[1] & y2[0] ^ x2[0] & y2[1];
(TaskRunner pid=16447)   
(TaskRunner pid=16447)   full_adder fa(.x1(x2[1] & y2[1]), .y1(1'b0), .Cin(carry), .sum(p[2]), .Cout(carry));
(TaskRunner pid=16447)   
(TaskRunner pid=16447)   assign p[3] = carry;
(TaskRunner pid=16447)   
(TaskRunner pid=16447)   assign carry = x2[1] & y2[1];
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0a17d36e-8c76-4195-b4b3-67d27b4b9f65', '20a9f62b-5650-4db0-a7aa-3320e33ee557', '58ddcd5c-188b-46a4-8b7b-0cb8164d36cb', '97bfd24f-9970-4cba-b234-7a8ba9a4843c', 'c0ffe4f6-9959-4599-88ab-c25da3f84cb5', 'cfa38811-3149-4cff-8d72-2b9a196b0ea6', 'd4b8daeb-1184-43d4-bdd2-c8e8bdff7f20', 'd505bcda-2c0a-482e-9799-d7e30b7771b5']
(TaskRunner pid=16447) step:47 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1996.000 - global_seqlen/max:4470.000 - global_seqlen/minmax_diff:2474.000 - global_seqlen/balanced_min:3252.000 - global_seqlen/balanced_max:3365.000 - global_seqlen/mean:3331.875 - actor/entropy:0.000 - actor/pg_loss:0.289 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.745 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.218 - actor/lr:0.000 - critic/score/mean:-0.324 - critic/score/max:-0.061 - critic/score/min:-0.608 - critic/rewards/mean:-0.324 - critic/rewards/max:-0.061 - critic/rewards/min:-0.608 - critic/advantages/mean:-0.119 - critic/advantages/max:1.497 - critic/advantages/min:-1.482 - critic/returns/mean:-0.119 - critic/returns/max:1.497 - critic/returns/min:-1.482 - response_length/mean:331.969 - response_length/max:623.000 - response_length/min:62.000 - response_length/clip_ratio:0.000 - prompt_length/mean:501.000 - prompt_length/max:759.000 - prompt_length/min:296.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:32.671 - timing_s/reward:1.132 - timing_s/old_log_prob:2.293 - timing_s/adv:0.001 - timing_s/update_actor:17.507 - timing_s/step:53.609 - timing_per_token_ms/update_actor:0.657 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.076 - perf/total_num_tokens:26655.000 - perf/time_per_step:53.609 - perf/throughput:62.152 - reward/mean:-0.324 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:331.969 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.324 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:331.969 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.324 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:331.969 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.324 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:331.969 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.324 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:331.969 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.324 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:331.969 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.324 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:331.969 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.324 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:331.969 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.324 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:331.969 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.324 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:331.969 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.324 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:331.969 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.324 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:331.969 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.324 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module display(d, c);
(TaskRunner pid=16447)   input [3:0] d;
(TaskRunner pid=16447)   output reg [7:0] c;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)   always @* begin
(TaskRunner pid=16447)     case(d)
(TaskRunner pid=16447)       4'h0: c = 8'hC0;
(TaskRunner pid=16447)       4'h1: c = 8'hF9;
(TaskRunner pid=16447)       4'h2: c = 8'hA4;
(TaskRunner pid=16447)       4'h3: c = 8'hB0;
(TaskRunner pid=16447)       4'h4: c = 8'h99;
(TaskRunner pid=16447)       4'h5: c = 8'h92;
(TaskRunner pid=16447)       4'h6: c = 8'h82;
(TaskRunner pid=16447)       4'h7: c = 8'hF8;
(TaskRunner pid=16447)       4'h8: c = 8'h80;
(TaskRunner pid=16447)       4'h9: c = 8'h90;
(TaskRunner pid=16447)       4'hA: c = 8'h88;
(TaskRunner pid=16447)       4'hB: c = 8'h83;
(TaskRunner pid=16447)       4'hC: c = 8'hC6;
(TaskRunner pid=16447)       4'hD: c = 8'hA1;
(TaskRunner pid=16447)       4'hE: c = 8'h86;
(TaskRunner pid=16447)       4'hF: c = 8'h8E;
(TaskRunner pid=16447)       default: c = 8'hFF;
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447)   end
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  24%|██▍       | 48/200 [16:33<2:10:48, 51.63s/it]
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0372c7bb-7410-4b43-8525-0dfd1d81d210', '074498a6-f184-4c57-8669-740cf0ea1c1d', '308ad69d-26be-461d-a14a-fb8439bd133d', '3ce6e108-d3bc-431f-ad52-5d07b2c3795b', '489457eb-c18b-40e9-b513-2079a0875b60', '48a6c410-ef25-4ad6-9179-c7117a993499', '9102bd24-c461-4706-bc3d-33bbf5ae90e1', 'dbbb728c-8001-491c-8f31-fac9ba1bc284']
(TaskRunner pid=16447) step:48 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1401.000 - global_seqlen/max:3401.000 - global_seqlen/minmax_diff:2000.000 - global_seqlen/balanced_min:2230.000 - global_seqlen/balanced_max:2260.000 - global_seqlen/mean:2247.000 - actor/entropy:0.000 - actor/pg_loss:-0.103 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.565 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.216 - actor/lr:0.000 - critic/score/mean:-0.193 - critic/score/max:-0.066 - critic/score/min:-0.401 - critic/rewards/mean:-0.193 - critic/rewards/max:-0.066 - critic/rewards/min:-0.401 - critic/advantages/mean:-0.128 - critic/advantages/max:1.413 - critic/advantages/min:-1.499 - critic/returns/mean:-0.128 - critic/returns/max:1.413 - critic/returns/min:-1.499 - response_length/mean:197.875 - response_length/max:411.000 - response_length/min:68.000 - response_length/clip_ratio:0.000 - prompt_length/mean:363.875 - prompt_length/max:572.000 - prompt_length/min:258.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:23.167 - timing_s/reward:0.929 - timing_s/old_log_prob:2.297 - timing_s/adv:0.001 - timing_s/update_actor:16.819 - timing_s/step:43.216 - timing_per_token_ms/update_actor:0.936 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.659 - perf/total_num_tokens:17976.000 - perf/time_per_step:43.216 - perf/throughput:51.994 - reward/mean:-0.193 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:339.000 - reflection/without_length_mean:193.323 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.331 - reflection/without_reward_mean:-0.189 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:197.875 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.193 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:197.875 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.193 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:197.875 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.193 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:197.875 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.193 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:197.875 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.193 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:197.875 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.193 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:197.875 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.193 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:197.875 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.193 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:339.000 - reflection_adjust/without_adjust_length_mean:193.323 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.331 - reflection_adjust/without_adjust_reward_mean:-0.189 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:197.875 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.193 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:197.875 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.193 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:197.875 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.193 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module shift2 (
(TaskRunner pid=16447)     input [15:0] in,
(TaskRunner pid=16447)     input [1:0] op,
(TaskRunner pid=16447)     output reg [15:0] out
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(*) begin
(TaskRunner pid=16447)     case (op)
(TaskRunner pid=16447)         2'b00: out = (in << 2) | (in >> 14); // OP_ROL
(TaskRunner pid=16447)         2'b01: out = in << 2;               // OP_SLL
(TaskRunner pid=16447)         2'b10: out = (in >> 2) | (in << 14); // OP_ROR
(TaskRunner pid=16447)         2'b11: out = $signed(in) >>> 2;     // OP_ASR
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  24%|██▍       | 49/200 [17:43<2:23:30, 57.02s/it]
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['5964ceb5-a9aa-4746-9347-ea75747dc4ee', '78d6d71f-9512-426d-a7f5-26d8b8f5ffb5', '867d04e5-a98e-4db2-a34e-fc13bc09c7c6', '8e4ad2cd-8aff-44a0-a77c-94c424fe510a', 'aca99c5c-b90e-470b-8974-5129615b4ced', 'b1c66ce6-4232-441d-b8d5-f4cfa51399df', 'ec3955be-a127-481f-8338-09af7fd911c7', 'f69fd26d-644a-427a-8dd8-bef4fa286ae4']
(TaskRunner pid=16447) step:49 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1670.000 - global_seqlen/max:4288.000 - global_seqlen/minmax_diff:2618.000 - global_seqlen/balanced_min:2835.000 - global_seqlen/balanced_max:3089.000 - global_seqlen/mean:2887.250 - actor/entropy:0.000 - actor/pg_loss:0.209 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.334 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.231 - actor/lr:0.000 - critic/score/mean:-0.285 - critic/score/max:-0.068 - critic/score/min:-1.000 - critic/rewards/mean:-0.285 - critic/rewards/max:-0.068 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.136 - critic/advantages/max:1.459 - critic/advantages/min:-1.499 - critic/returns/mean:-0.136 - critic/returns/max:1.459 - critic/returns/min:-1.499 - response_length/mean:291.688 - response_length/max:1024.000 - response_length/min:70.000 - response_length/clip_ratio:0.031 - prompt_length/mean:430.125 - prompt_length/max:750.000 - prompt_length/min:310.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:48.938 - timing_s/reward:0.954 - timing_s/old_log_prob:2.209 - timing_s/adv:0.001 - timing_s/update_actor:17.445 - timing_s/step:69.551 - timing_per_token_ms/update_actor:0.755 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.243 - perf/total_num_tokens:23098.000 - perf/time_per_step:69.551 - perf/throughput:41.513 - reward/mean:-0.285 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:291.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.285 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:291.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.285 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:291.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.285 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:291.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.285 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:291.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.285 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:291.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.285 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:291.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.285 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:291.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.285 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:291.688 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.285 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:291.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.285 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:291.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.285 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:291.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.285 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module pc_reg (
(TaskRunner pid=16447)     input [31:0] alu_out,
(TaskRunner pid=16447)     input stall_sel,
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input rst,
(TaskRunner pid=16447)     input pc_sel,
(TaskRunner pid=16447)     output [31:0] pc,
(TaskRunner pid=16447)     output [31:0] pc_4
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [31:0] pc_reg;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign pc_4 = stall_sel ? (pc_reg + 4) : pc_reg;
(TaskRunner pid=16447) assign pc = {pc_reg[31:2], 2'b00};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk or posedge rst) begin
(TaskRunner pid=16447)     if (rst)
(TaskRunner pid=16447)         pc_reg <= 32'b0;
(TaskRunner pid=16447)     else
(TaskRunner pid=16447)         pc_reg <= pc_sel ? alu_out : pc_4;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  25%|██▌       | 50/200 [18:41<2:23:23, 57.35s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  26%|██▌       | 51/200 [19:52<2:32:48, 61.53s/it]
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3408018e-2e9e-45a7-82a3-ad974d7f827f', '346dc470-2306-4465-a98d-dcea7ced8b17', '41a70f4a-56d0-4216-9c7a-e077ae1543d6', '552b3b71-1998-403e-92cf-c1bc16e050c2', '9ea74132-26f7-48a9-a182-030dd8534fdb', 'c7d19778-97ab-4ae5-aa04-401694c9e142', 'e9c74c22-bc5e-4220-bb1e-c331ab287e81', 'fe4b20dd-37ee-4bd8-b35f-c14aace46c83']
(TaskRunner pid=16447) step:50 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1326.000 - global_seqlen/max:7228.000 - global_seqlen/minmax_diff:5902.000 - global_seqlen/balanced_min:2839.000 - global_seqlen/balanced_max:3526.000 - global_seqlen/mean:3161.625 - actor/entropy:0.000 - actor/pg_loss:-0.163 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.889 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.186 - actor/lr:0.000 - critic/score/mean:-0.279 - critic/score/max:-0.072 - critic/score/min:-0.709 - critic/rewards/mean:-0.279 - critic/rewards/max:-0.072 - critic/rewards/min:-0.709 - critic/advantages/mean:-0.051 - critic/advantages/max:1.497 - critic/advantages/min:-1.210 - critic/returns/mean:-0.051 - critic/returns/max:1.497 - critic/returns/min:-1.210 - response_length/mean:285.531 - response_length/max:726.000 - response_length/min:74.000 - response_length/clip_ratio:0.000 - prompt_length/mean:504.875 - prompt_length/max:1111.000 - prompt_length/min:256.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:37.377 - timing_s/reward:0.980 - timing_s/old_log_prob:2.344 - timing_s/adv:0.001 - timing_s/update_actor:17.397 - timing_s/step:58.103 - timing_per_token_ms/update_actor:0.688 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.091 - perf/total_num_tokens:25293.000 - perf/time_per_step:58.103 - perf/throughput:54.414 - reward/mean:-0.279 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:2.000 - reflection/with_length_mean:382.500 - reflection/without_length_mean:279.067 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.374 - reflection/without_reward_mean:-0.273 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:285.531 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.279 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:285.531 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.279 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:285.531 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.279 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:285.531 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.279 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:285.531 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.279 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:285.531 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.279 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:285.531 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.279 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:285.531 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.279 - reflection_adjust/word_adjust_frequency:2.000 - reflection_adjust/with_adjust_length_mean:382.500 - reflection_adjust/without_adjust_length_mean:279.067 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.374 - reflection_adjust/without_adjust_reward_mean:-0.273 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:285.531 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.279 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:285.531 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.279 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:285.531 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.279 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module reset (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input nrst,
(TaskRunner pid=16447)     output reset_n
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg meta;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk or negedge nrst) begin
(TaskRunner pid=16447)     if (!nrst)
(TaskRunner pid=16447)         meta <= 1'b0;
(TaskRunner pid=16447)     else
(TaskRunner pid=16447)         meta <= 1'b1;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign reset_n = meta;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['6f1fd352-5e7f-4298-8d89-430d66dec569', '98ceb1bf-b3b5-4e04-aa9b-f297a8f26e38', 'b6b7a507-56f6-4829-b9ae-812da611e399', 'b8adef61-addd-4107-8f1b-c0a788955a6d', 'c7d203b5-a937-4a68-8dcd-e9b75c0e37ec', 'deaac6dd-d6df-4a13-ad99-3b3e0378a7be', 'e3c5e3a7-894c-4980-b1a3-9f641554204d', 'f4557688-6e7c-42da-9ea6-b012f7880b6b']
(TaskRunner pid=16447) step:51 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1166.000 - global_seqlen/max:7412.000 - global_seqlen/minmax_diff:6246.000 - global_seqlen/balanced_min:2583.000 - global_seqlen/balanced_max:3345.000 - global_seqlen/mean:2970.500 - actor/entropy:0.000 - actor/pg_loss:0.111 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.091 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.212 - actor/lr:0.000 - critic/score/mean:-0.279 - critic/score/max:-0.047 - critic/score/min:-1.000 - critic/rewards/mean:-0.279 - critic/rewards/max:-0.047 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.114 - critic/advantages/max:1.495 - critic/advantages/min:-1.496 - critic/returns/mean:-0.114 - critic/returns/max:1.495 - critic/returns/min:-1.496 - response_length/mean:285.625 - response_length/max:1024.000 - response_length/min:48.000 - response_length/clip_ratio:0.062 - prompt_length/mean:457.000 - prompt_length/max:907.000 - prompt_length/min:239.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:51.096 - timing_s/reward:0.916 - timing_s/old_log_prob:2.402 - timing_s/adv:0.001 - timing_s/update_actor:16.827 - timing_s/step:71.246 - timing_per_token_ms/update_actor:0.708 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.590 - perf/total_num_tokens:23764.000 - perf/time_per_step:71.246 - perf/throughput:41.693 - reward/mean:-0.279 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:2.000 - reflection/with_length_mean:233.000 - reflection/without_length_mean:287.323 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.228 - reflection/without_reward_mean:-0.281 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:285.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.279 - reflection_check/word_check_frequency:1.000 - reflection_check/with_check_length_mean:233.000 - reflection_check/without_check_length_mean:287.323 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.228 - reflection_check/without_check_reward_mean:-0.281 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:285.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.279 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:285.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.279 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:285.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.279 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:285.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.279 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:285.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.279 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:285.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.279 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:233.000 - reflection_adjust/without_adjust_length_mean:287.323 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.228 - reflection_adjust/without_adjust_reward_mean:-0.281 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:285.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.279 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:285.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.279 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:285.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.279 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module acc_control (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input rst,
(TaskRunner pid=16447)     output sel,
(TaskRunner pid=16447)     output en
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     localparam s1 = 2'b00, s2 = 2'b01, s3 = 2'b10, s4 = 2'b11;
(TaskRunner pid=16447)     reg [1:0] state, next_state;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign sel = (state == s1);
(TaskRunner pid=16447)     assign en = (state == s4);
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(*) begin
(TaskRunner pid=16447)         case (state)
(TaskRunner pid=16447)             s1: next_state = s2;
(TaskRunner pid=16447)             s2: next_state = s3;
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  26%|██▌       | 52/200 [20:51<2:30:06, 60.85s/it]
(TaskRunner pid=16447)             s3: next_state = s4;
(TaskRunner pid=16447)             s4: next_state = s1;
(TaskRunner pid=16447)             default: next_state = s1;
(TaskRunner pid=16447)         endcase
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(posedge clk or posedge rst) begin
(TaskRunner pid=16447)         if (rst)
(TaskRunner pid=16447)             state <= s1;
(TaskRunner pid=16447)         else
(TaskRunner pid=16447)             state <= next_state;
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0d2f1973-c3ab-46e2-8992-ccbd795f7798', '3333e4da-c5c1-405b-8fa3-1e980a41ead4', '70190a2f-321f-45ae-9451-c8274bc06d8b', '93b09ab8-43fc-41f0-8446-dbc19d7e0ab2', 'a9748b8f-0778-4fce-bf86-1ac44f3755fe', 'b3c9c891-14ba-4554-89c7-5453a1fa774e', 'c5f5516f-21cd-42fb-96e9-b674783225a3', 'f25f07f7-9c6a-4b6b-b346-624dcf3d6c77']
(TaskRunner pid=16447) step:52 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1107.000 - global_seqlen/max:5353.000 - global_seqlen/minmax_diff:4246.000 - global_seqlen/balanced_min:2377.000 - global_seqlen/balanced_max:2668.000 - global_seqlen/mean:2529.625 - actor/entropy:0.000 - actor/pg_loss:-0.387 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.659 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.243 - actor/lr:0.000 - critic/score/mean:-0.173 - critic/score/max:-0.052 - critic/score/min:-0.715 - critic/rewards/mean:-0.173 - critic/rewards/max:-0.052 - critic/rewards/min:-0.715 - critic/advantages/mean:-0.172 - critic/advantages/max:1.412 - critic/advantages/min:-1.497 - critic/returns/mean:-0.172 - critic/returns/max:1.412 - critic/returns/min:-1.497 - response_length/mean:177.406 - response_length/max:732.000 - response_length/min:53.000 - response_length/clip_ratio:0.000 - prompt_length/mean:455.000 - prompt_length/max:830.000 - prompt_length/min:222.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:38.259 - timing_s/reward:1.004 - timing_s/old_log_prob:2.353 - timing_s/adv:0.001 - timing_s/update_actor:17.625 - timing_s/step:59.244 - timing_per_token_ms/update_actor:0.871 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.739 - perf/total_num_tokens:20237.000 - perf/time_per_step:59.244 - perf/throughput:42.698 - reward/mean:-0.173 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:177.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.173 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:177.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.173 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:177.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.173 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:177.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.173 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:177.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.173 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:177.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.173 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:177.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.173 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:177.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.173 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:177.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.173 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:177.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.173 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:177.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.173 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:177.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.173 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module bcd_converter (
(TaskRunner pid=16447)     input [7:0] binary,
(TaskRunner pid=16447)     output [3:0] tens,
(TaskRunner pid=16447)     output [3:0] ones
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign tens = (binary / 8'd10) % 4'd10;
(TaskRunner pid=16447) assign ones = binary % 8'd10;
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  26%|██▋       | 53/200 [21:59<2:34:12, 62.94s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  27%|██▋       | 54/200 [22:44<2:19:49, 57.46s/it]
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['16a14e16-346f-45a9-b822-730c7ab2e1c5', '2349fe94-2d2d-4301-b33f-3c905564da23', '49635fb6-eafa-41ee-9940-c624c61bb4cf', '538c9a44-d8e8-4ead-a155-45ed761aa8a9', '5a0d0ef1-3247-4e1b-9ed6-847ee43f7fd2', '755e614e-d521-4c5f-8817-58bff9c6b198', 'c4bc578a-a4d4-47d9-9cf1-0160ae21c14c', 'cc7f4633-4f87-4995-a1bd-28043072b391']
(TaskRunner pid=16447) step:53 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1680.000 - global_seqlen/max:5463.000 - global_seqlen/minmax_diff:3783.000 - global_seqlen/balanced_min:2749.000 - global_seqlen/balanced_max:2963.000 - global_seqlen/mean:2816.500 - actor/entropy:0.000 - actor/pg_loss:0.404 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.536 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.119 - actor/lr:0.000 - critic/score/mean:-0.263 - critic/score/max:-0.072 - critic/score/min:-0.896 - critic/rewards/mean:-0.263 - critic/rewards/max:-0.072 - critic/rewards/min:-0.896 - critic/advantages/mean:-0.170 - critic/advantages/max:1.412 - critic/advantages/min:-1.497 - critic/returns/mean:-0.170 - critic/returns/max:1.412 - critic/returns/min:-1.497 - response_length/mean:269.750 - response_length/max:918.000 - response_length/min:74.000 - response_length/clip_ratio:0.000 - prompt_length/mean:434.375 - prompt_length/max:657.000 - prompt_length/min:306.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:46.895 - timing_s/reward:0.925 - timing_s/old_log_prob:2.333 - timing_s/adv:0.001 - timing_s/update_actor:17.644 - timing_s/step:67.801 - timing_per_token_ms/update_actor:0.783 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.433 - perf/total_num_tokens:22532.000 - perf/time_per_step:67.801 - perf/throughput:41.540 - reward/mean:-0.263 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:224.000 - reflection/without_length_mean:271.226 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.219 - reflection/without_reward_mean:-0.265 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:269.750 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.263 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:269.750 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.263 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:269.750 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.263 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:269.750 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.263 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:269.750 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.263 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:269.750 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.263 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:269.750 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.263 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:269.750 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.263 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:224.000 - reflection_adjust/without_adjust_length_mean:271.226 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.219 - reflection_adjust/without_adjust_reward_mean:-0.265 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:269.750 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.263 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:269.750 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.263 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:269.750 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.263 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module cntr1 (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     output reg out
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [26:0] count;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk) begin
(TaskRunner pid=16447)     if (count == 27'd100000000) begin
(TaskRunner pid=16447)         out <= 1;
(TaskRunner pid=16447)         count <= 0;
(TaskRunner pid=16447)     end else
(TaskRunner pid=16447)         count <= count + 1;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1bb0a5d2-18f7-453e-8218-869ccd4d9c24', '3c68c8d6-7087-4461-b683-60589cbc747f', '6f22cede-74cb-4483-9120-69b64947be7c', '7bc5d184-ff2e-4d7b-ae8e-8caf44cab2f0', '996ab0fc-e49c-4dd6-a63d-073584b1a59f', 'a0b28629-fb19-4e35-9aa3-f254b775c5b7', 'e2b1b579-4e79-4afd-b47e-629866e83537', 'fa11a65e-4773-4c4f-8621-02943d8dae57']
(TaskRunner pid=16447) step:54 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1514.000 - global_seqlen/max:3172.000 - global_seqlen/minmax_diff:1658.000 - global_seqlen/balanced_min:2469.000 - global_seqlen/balanced_max:2510.000 - global_seqlen/mean:2489.625 - actor/entropy:0.000 - actor/pg_loss:-0.169 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.488 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.225 - actor/lr:0.000 - critic/score/mean:-0.228 - critic/score/max:-0.090 - critic/score/min:-0.445 - critic/rewards/mean:-0.228 - critic/rewards/max:-0.090 - critic/rewards/min:-0.445 - critic/advantages/mean:-0.138 - critic/advantages/max:1.359 - critic/advantages/min:-1.500 - critic/returns/mean:-0.138 - critic/returns/max:1.359 - critic/returns/min:-1.500 - response_length/mean:233.406 - response_length/max:456.000 - response_length/min:92.000 - response_length/clip_ratio:0.000 - prompt_length/mean:389.000 - prompt_length/max:533.000 - prompt_length/min:270.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:24.541 - timing_s/reward:0.919 - timing_s/old_log_prob:2.290 - timing_s/adv:0.001 - timing_s/update_actor:16.897 - timing_s/step:44.652 - timing_per_token_ms/update_actor:0.848 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.286 - perf/total_num_tokens:19917.000 - perf/time_per_step:44.652 - perf/throughput:55.756 - reward/mean:-0.228 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:265.000 - reflection/without_length_mean:232.387 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.259 - reflection/without_reward_mean:-0.227 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:233.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.228 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:233.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.228 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:233.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.228 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:233.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.228 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:233.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.228 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:233.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.228 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:233.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.228 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:233.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.228 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:265.000 - reflection_adjust/without_adjust_length_mean:232.387 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.259 - reflection_adjust/without_adjust_reward_mean:-0.227 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:233.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.228 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:233.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.228 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:233.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.228 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module wptr_full #(parameter ASIZE=4) (
(TaskRunner pid=16447)     input wrt_en,
(TaskRunner pid=16447)     input wrt_clk,
(TaskRunner pid=16447)     input wrst_n,
(TaskRunner pid=16447)     input [ASIZE:0] s_rptr,
(TaskRunner pid=16447)     output reg wfull,
(TaskRunner pid=16447)     output [ASIZE-1:0] waddr,
(TaskRunner pid=16447)     output reg [ASIZE:0] wptr
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     reg [ASIZE:0] wbin;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     always @(posedge wrt_clk or negedge wrst_n) begin
(TaskRunner pid=16447)         if (!wrst_n) begin
(TaskRunner pid=16447)             wbin <= 0;
(TaskRunner pid=16447)             wptr <= 0;
(TaskRunner pid=16447)         end else begin
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  28%|██▊       | 55/200 [23:43<2:20:05, 57.97s/it]
(TaskRunner pid=16447)             if (wrt_en && !wfull)
(TaskRunner pid=16447)                 wbin <= wbin + 1;
(TaskRunner pid=16447)             wptr <= (wbin >> 1) ^ wbin;
(TaskRunner pid=16447)         end
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign waddr = wbin[ASIZE-1:0];
(TaskRunner pid=16447)     always @(posedge wrt_clk or negedge wrst_n) begin
(TaskRunner pid=16447)         if (!wrst_n)
(TaskRunner pid=16447)             wfull <= 0;
(TaskRunner pid=16447)         else
(TaskRunner pid=16447)             wfull <= (wptr == ~s_rptr);
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2b6f7440-f36f-4147-a61e-2616b044c8f4', '4c14045b-283d-401e-98fb-520c25744cdc', '8225235a-90ea-43e0-91e8-2861056f685a', '8c9005eb-61d5-47a0-813f-5e8d0647f3b2', '9f27d2f9-4fdc-4c24-bac2-0306be2be238', 'd036a3ba-c691-4f53-b243-f1cb674f392a', 'dd39a55a-a4e8-4c7d-ad11-be0f87bf3c04', 'fc6ad389-865b-43d8-8d4c-94aad5271730']
(TaskRunner pid=16447) step:55 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1483.000 - global_seqlen/max:4281.000 - global_seqlen/minmax_diff:2798.000 - global_seqlen/balanced_min:2595.000 - global_seqlen/balanced_max:2907.000 - global_seqlen/mean:2665.250 - actor/entropy:0.000 - actor/pg_loss:-0.110 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.735 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.219 - actor/lr:0.000 - critic/score/mean:-0.206 - critic/score/max:-0.062 - critic/score/min:-0.731 - critic/rewards/mean:-0.206 - critic/rewards/max:-0.062 - critic/rewards/min:-0.731 - critic/advantages/mean:-0.180 - critic/advantages/max:1.497 - critic/advantages/min:-1.483 - critic/returns/mean:-0.180 - critic/returns/max:1.497 - critic/returns/min:-1.483 - response_length/mean:210.438 - response_length/max:749.000 - response_length/min:64.000 - response_length/clip_ratio:0.000 - prompt_length/mean:455.875 - prompt_length/max:667.000 - prompt_length/min:302.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:38.380 - timing_s/reward:0.906 - timing_s/old_log_prob:2.359 - timing_s/adv:0.002 - timing_s/update_actor:17.467 - timing_s/step:59.118 - timing_per_token_ms/update_actor:0.819 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.699 - perf/total_num_tokens:21322.000 - perf/time_per_step:59.118 - perf/throughput:45.084 - reward/mean:-0.206 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:210.438 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.206 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:210.438 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.206 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:210.438 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.206 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:210.438 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.206 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:210.438 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.206 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:210.438 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.206 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:210.438 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.206 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:210.438 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.206 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:210.438 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.206 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:210.438 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.206 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:210.438 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.206 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:210.438 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.206 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ALU (
(TaskRunner pid=16447)     input [7:0] input_a,
(TaskRunner pid=16447)     input [7:0] input_b,
(TaskRunner pid=16447)     input [2:0] OP,
(TaskRunner pid=16447)     output [7:0] out,
(TaskRunner pid=16447)     output zero
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  28%|██▊       | 56/200 [24:55<2:28:50, 62.02s/it]
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign out = (OP == 3'b110 || OP == 3'b111) ? input_b :
(TaskRunner pid=16447)                  (OP == 3'b100 || OP == 3'b101) ? (input_a + input_b) :
(TaskRunner pid=16447)                  (OP == 3'b011) ? ~(input_a | input_b) :
(TaskRunner pid=16447)                  (OP == 3'b010) ? (input_a[7] ? 8'b0 : 8'b1) :
(TaskRunner pid=16447)                  (input_a << (input_b[3] ? (~input_b[3:0] + 1) : input_b[3:0]));
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign zero = (out == 8'b0);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['6166bb2c-75d0-42e6-949a-a650487861e9', '6f58c158-1a74-45d9-a7be-1e714691f7a7', '7c31e56b-0ff3-45b7-b3eb-3bd6e4789207', '8459bf4b-7f49-4c73-96a9-76eaa10bb3e1', 'a6db3675-c562-466b-8c37-4303889184ae', 'c99a2cb7-d6f0-43ab-969a-13eaa4dc8699', 'e30204f3-4789-48ea-9a46-64220172e99d', 'eb773f2c-ec9b-494b-8e6a-edba9a503e2c']
(TaskRunner pid=16447) step:56 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:2378.000 - global_seqlen/max:4748.000 - global_seqlen/minmax_diff:2370.000 - global_seqlen/balanced_min:3543.000 - global_seqlen/balanced_max:3709.000 - global_seqlen/mean:3609.125 - actor/entropy:0.000 - actor/pg_loss:0.277 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:1.422 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.160 - actor/lr:0.000 - critic/score/mean:-0.329 - critic/score/max:-0.126 - critic/score/min:-1.000 - critic/rewards/mean:-0.329 - critic/rewards/max:-0.126 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.198 - critic/advantages/max:1.391 - critic/advantages/min:-1.499 - critic/returns/mean:-0.198 - critic/returns/max:1.391 - critic/returns/min:-1.499 - response_length/mean:337.031 - response_length/max:1024.000 - response_length/min:129.000 - response_length/clip_ratio:0.031 - prompt_length/mean:565.250 - prompt_length/max:718.000 - prompt_length/min:440.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:50.507 - timing_s/reward:0.930 - timing_s/old_log_prob:2.497 - timing_s/adv:0.001 - timing_s/update_actor:17.504 - timing_s/step:71.443 - timing_per_token_ms/update_actor:0.606 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.683 - perf/total_num_tokens:28873.000 - perf/time_per_step:71.443 - perf/throughput:50.518 - reward/mean:-0.329 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:337.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.329 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:337.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.329 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:337.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.329 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:337.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.329 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:337.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.329 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:337.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.329 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:337.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.329 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:337.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.329 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:337.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.329 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:337.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.329 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:337.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.329 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:337.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.329 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module cla_8bit (
(TaskRunner pid=16447)     input [7:0] a,
(TaskRunner pid=16447)     input [7:0] b,
(TaskRunner pid=16447)     input [7:0] g,
(TaskRunner pid=16447)     input [7:0] p,
(TaskRunner pid=16447)     input c0,
(TaskRunner pid=16447)     output [7:0] S,
(TaskRunner pid=16447)     output G,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  28%|██▊       | 57/200 [26:07<2:35:32, 65.26s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  29%|██▉       | 58/200 [27:05<2:28:47, 62.87s/it]
(TaskRunner pid=16447)     output P
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign P = &p;
(TaskRunner pid=16447)     assign G = g[7] | (p[7] & g[6]) | (p[7] & p[6] & g[5]) | 
(TaskRunner pid=16447)                (p[7] & p[6] & p[5] & g[4]) | (p[7] & p[6] & p[5] & p[4] & g[3]) |
(TaskRunner pid=16447)                (p[7] & p[6] & p[5] & p[4] & p[3] & g[2]) |
(TaskRunner pid=16447)                (p[7] & p[6] & p[5] & p[4] & p[3] & p[2] & g[1]) |
(TaskRunner pid=16447)                (p[7] & p[6] & p[5] & p[4] & p[3] & p[2] & p[1] & g[0]);
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign S[0] = a[0] ^ b[0] ^ c0;
(TaskRunner pid=16447)     assign S[1] = a[1] ^ b[1] ^ (g[0] | (p[0] & c0));
(TaskRunner pid=16447)     assign S[2] = a[2] ^ b[2] ^ (g[1] | (p[1] & g[0]) | (p[1] & p[0] & c0));
(TaskRunner pid=16447)     assign S[3] = a[3] ^ b[3] ^ (g[2] | (p[2] & g[1]) | (p[2] & p[1] & g[0]) | (p[2] & p[1] & p[0] & c0));
(TaskRunner pid=16447)     assign S[4] = a[4] ^ b[4] ^ (g[3] | (p[3] & g[2]) | (p[3] & p[2] & g[1]) | (p[3] & p[2] & p[1] & g[0]) | (p[3] & p[2] & p[1] & p[0] & c0));
(TaskRunner pid=16447)     assign S[5] = a[5] ^ b[5] ^ (g[4] | (p[4] & g[3]) | (p[4] & p[3] & g[2]) | (p[4] & p[3] & p[2] & g[1]) | (p[4] & p[3] & p[2] & p[1] & g[0]) | (p[4] & p[3] & p[2] & p[1] & p[0] & c0));
(TaskRunner pid=16447)     assign S[6] = a[6] ^ b[6] ^ (g[5] | (p[5] & g[4]) | (p[5] & p[4] & g[3]) | (p[5] & p[4] & p[3] & g[2]) | (p[5] & p[4] & p[3] & p[2] & g[1]) | (p[5] & p[4] & p[3] & p[2] & p[1] & g[0]) | (p[5] & p[4] & p[3] & p[2] & p[1] & p[0] & c0));
(TaskRunner pid=16447)     assign S[7] = a[7] ^ b[7] ^ (g[6] | (p[6] & g[5]) | (p[6] & p[5] & g[4]) | (p[6] & p[5] & p[4] & g[3]) | (p[6] & p[5] & p[4] & p[3] & g[2]) | (p[6] & p[5] & p[4] & p[3] & p[2] & g[1]) | (p[6] & p[5] & p[4] & p[3] & p[2] & p[1] & g[0]) | (p[6] & p[5]
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2a4c23fc-82f5-4754-a70a-4257f4769d4c', '4545851a-d740-48c8-9c0e-000b8973f9bd', '52d0eea0-da36-4678-bbab-46ed7a8d6042', '5c8a48b4-b674-4d94-9a76-8b159523c9db', '74ab49a4-e28e-4e40-83ab-ee5c64304661', '910e41bb-8429-4bce-ad9d-1f53982a8388', 'a25e4099-8771-4ca0-a4b8-8974e4224fcc', 'a4875836-931e-40b4-bfd3-e6e05d8efe67']
(TaskRunner pid=16447) step:57 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1211.000 - global_seqlen/max:4533.000 - global_seqlen/minmax_diff:3322.000 - global_seqlen/balanced_min:2008.000 - global_seqlen/balanced_max:2671.000 - global_seqlen/mean:2204.875 - actor/entropy:0.000 - actor/pg_loss:-0.485 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.335 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.149 - actor/lr:0.000 - critic/score/mean:-0.189 - critic/score/max:-0.059 - critic/score/min:-1.000 - critic/rewards/mean:-0.189 - critic/rewards/max:-0.059 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.308 - critic/advantages/max:1.500 - critic/advantages/min:-1.500 - critic/returns/mean:-0.308 - critic/returns/max:1.500 - critic/returns/min:-1.500 - response_length/mean:193.719 - response_length/max:1024.000 - response_length/min:60.000 - response_length/clip_ratio:0.031 - prompt_length/mean:357.500 - prompt_length/max:510.000 - prompt_length/min:224.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:52.425 - timing_s/reward:0.951 - timing_s/old_log_prob:2.394 - timing_s/adv:0.001 - timing_s/update_actor:17.023 - timing_s/step:72.798 - timing_per_token_ms/update_actor:0.965 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:8.457 - perf/total_num_tokens:17639.000 - perf/time_per_step:72.798 - perf/throughput:30.288 - reward/mean:-0.189 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:193.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.189 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:193.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.189 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:193.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.189 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:193.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.189 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:193.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.189 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:193.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.189 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:193.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.189 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:193.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.189 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:193.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.189 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:193.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.189 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:193.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.189 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:193.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.189 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Karatsuba_multipliers_ECC (
(TaskRunner pid=16447)     input [7:0] A,
(TaskRunner pid=16447)     input [7:0] B,
(TaskRunner pid=16447)     output [15:0] C
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) wire a_high = A[7];
(TaskRunner pid=16447) wire a_low = A[6:0];
(TaskRunner pid=16447) wire b_high = B[7];
(TaskRunner pid=16447) wire b_low = B[6:0];
(TaskRunner pid=16447) 
(TaskRunner pid=16447) wire m1, m2, m3;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign m1 = a_high ^ b_high;
(TaskRunner pid=16447) assign m2 = a_low ^ b_low;
(TaskRunner pid=16447) assign m3 = a_high ^ a_low ^ b_high ^ b_low;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign C = { (m1 & B), 8'b0, m1 } ^ 
(TaskRunner pid=16447)            { 8'b0, (m2 & A), m2 } ^ 
(TaskRunner pid=16447)            { 12'b0, m3 };
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['5e535414-d629-443c-a691-a5764d1c5f09', '613b6721-ce28-46e3-961f-c849f71e0ac9', '7084a7af-a528-4d37-bab2-fa3e25955f5c', '75cbc460-6947-443c-8513-af182c36abc3', 'b0595539-e7ec-4555-913a-75b9b044a547', 'caccc2b7-94c1-40a7-ac33-fab085e4f9a1', 'eb026d22-3500-4bed-aec6-c9ba40084fec', 'f953f52d-1a21-4dab-afe7-84d00ba66b76']
(TaskRunner pid=16447) step:58 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1120.000 - global_seqlen/max:3677.000 - global_seqlen/minmax_diff:2557.000 - global_seqlen/balanced_min:2131.000 - global_seqlen/balanced_max:2289.000 - global_seqlen/mean:2211.000 - actor/entropy:0.000 - actor/pg_loss:0.184 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:5.468 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.154 - actor/lr:0.000 - critic/score/mean:-0.169 - critic/score/max:-0.044 - critic/score/min:-0.675 - critic/rewards/mean:-0.169 - critic/rewards/max:-0.044 - critic/rewards/min:-0.675 - critic/advantages/mean:-0.199 - critic/advantages/max:1.445 - critic/advantages/min:-1.498 - critic/returns/mean:-0.199 - critic/returns/max:1.445 - critic/returns/min:-1.498 - response_length/mean:173.000 - response_length/max:691.000 - response_length/min:45.000 - response_length/clip_ratio:0.000 - prompt_length/mean:379.750 - prompt_length/max:528.000 - prompt_length/min:219.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:36.250 - timing_s/reward:0.930 - timing_s/old_log_prob:2.304 - timing_s/adv:0.001 - timing_s/update_actor:17.789 - timing_s/step:57.277 - timing_per_token_ms/update_actor:1.006 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.548 - perf/total_num_tokens:17688.000 - perf/time_per_step:57.277 - perf/throughput:38.602 - reward/mean:-0.169 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:216.000 - reflection/without_length_mean:171.613 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.211 - reflection/without_reward_mean:-0.168 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:173.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.169 - reflection_check/word_check_frequency:1.000 - reflection_check/with_check_length_mean:216.000 - reflection_check/without_check_length_mean:171.613 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.211 - reflection_check/without_check_reward_mean:-0.168 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:173.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.169 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:173.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.169 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:173.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.169 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:173.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.169 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:173.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.169 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:173.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.169 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:173.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.169 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:173.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.169 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:173.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.169 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:173.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.169 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module decoder (
(TaskRunner pid=16447)     input [31:0] IR,
(TaskRunner pid=16447)     output [2:0] funct3,
(TaskRunner pid=16447)     output [6:0] funct7,
(TaskRunner pid=16447)     output [4:0] rs1, rs2, rd,
(TaskRunner pid=16447)     output [31:0] i_imm, s_imm, b_imm, u_imm, j_imm,
(TaskRunner pid=16447)     output load, store, branch, jalr, jal, lui, auipc, op_imm, op, system
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign funct3 = IR[14:12];
(TaskRunner pid=16447) assign funct7 = IR[31:25];
(TaskRunner pid=16447) assign rs1 = IR[19:15];
(TaskRunner pid=16447) assign rs2 = IR[24:20];
(TaskRunner pid=16447) assign rd = IR[11:7];
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign i_imm = {{20{IR[31]}}, IR[31:20]};
(TaskRunner pid=16447) assign s_imm = {{20{IR[31]}}, IR[31:25], IR[11:7]};
(TaskRunner pid=16447) assign b_imm = {{20{IR[31]}}, IR[31], IR[7], IR[30:25], IR[11:8]};
(TaskRunner pid=16447) assign u_imm = {IR[31:12], 12'b0};
(TaskRunner pid=16447) assign j_imm = {{12{IR[31]}}, IR[31], IR[19:12], IR[20], IR[30:21]};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign load = (IR[6:2] == 5'b00000);
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  30%|██▉       | 59/200 [27:59<2:21:36, 60.26s/it]
(TaskRunner pid=16447) assign store = (IR[6:2] == 5'b01000);
(TaskRunner pid=16447) assign branch = (IR[6:2] == 5'b11000);
(TaskRunner pid=16447) assign jalr = (IR[6:2] == 5'b11001);
(TaskRunner pid=16447) assign jal = (IR[6:2] == 5'b11011);
(TaskRunner pid=16447) assign lui = (IR[6:2] == 5'b01101);
(TaskRunner pid=16447) assign auipc = (IR[6:2] == 5'b00101);
(TaskRunner pid=16447) assign op_imm = (IR[6:2] == 5'b00100);
(TaskRunner pid=16447) assign op = (IR[6:2] == 5'b01100);
(TaskRunner pid=16447) assign system = (IR[6:2] == 5'b11100);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1e6ac75f-1561-4ed5-a8fc-ecaf59cdd3b8', '23d9fb14-c6eb-4890-a787-7d280b5867c0', '54383076-d4a3-4450-8cb4-35d6a4afe53f', '6147d5c9-9f60-4211-8e11-4f493b839f1d', '7b742633-7be4-4cea-bf37-d4384fbb2226', 'a3c597ef-a141-4c72-b8ca-634563695415', 'a628005b-2444-4553-8e7e-fa23a895b1eb', 'af185f5c-d572-40fb-b745-c91ab56b0d5b']
(TaskRunner pid=16447) step:59 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1482.000 - global_seqlen/max:5651.000 - global_seqlen/minmax_diff:4169.000 - global_seqlen/balanced_min:2742.000 - global_seqlen/balanced_max:3082.000 - global_seqlen/mean:2929.750 - actor/entropy:0.000 - actor/pg_loss:-0.398 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:2.625 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.251 - actor/lr:0.000 - critic/score/mean:-0.229 - critic/score/max:-0.064 - critic/score/min:-0.624 - critic/rewards/mean:-0.229 - critic/rewards/max:-0.064 - critic/rewards/min:-0.624 - critic/advantages/mean:-0.060 - critic/advantages/max:1.495 - critic/advantages/min:-1.304 - critic/returns/mean:-0.060 - critic/returns/max:1.495 - critic/returns/min:-1.304 - response_length/mean:234.562 - response_length/max:639.000 - response_length/min:66.000 - response_length/clip_ratio:0.000 - prompt_length/mean:497.875 - prompt_length/max:798.000 - prompt_length/min:291.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:33.459 - timing_s/reward:0.919 - timing_s/old_log_prob:2.319 - timing_s/adv:0.001 - timing_s/update_actor:17.425 - timing_s/step:54.127 - timing_per_token_ms/update_actor:0.743 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.458 - perf/total_num_tokens:23438.000 - perf/time_per_step:54.127 - perf/throughput:54.127 - reward/mean:-0.229 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:234.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.229 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:234.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.229 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:234.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.229 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:234.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.229 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:234.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.229 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:234.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.229 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:234.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.229 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:234.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.229 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:234.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.229 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:234.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.229 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:234.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.229 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:234.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.229 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module DRAMStore (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input WEn,
(TaskRunner pid=16447)     input [31:0] wdin,
(TaskRunner pid=16447)     input [31:0] adr,
(TaskRunner pid=16447)     input [31:0] rd,
(TaskRunner pid=16447)     output [31:0] rd_
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  30%|███       | 60/200 [29:00<2:21:01, 60.44s/it]
(TaskRunner pid=16447) reg [31:0] stored_adr, stored_data;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk) begin
(TaskRunner pid=16447)     if (WEn) begin
(TaskRunner pid=16447)         stored_adr <= adr;
(TaskRunner pid=16447)         stored_data <= wdin;
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign rd_ = WEn ? rd : (adr == stored_adr) ? stored_data : rd;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) local_global_step_folder: /data/save/verilog/global_step_60
(WorkerDict pid=17919) [rank-5]: Saving model to /data/save/verilog/global_step_60/actor/model_world_size_8_rank_5.pt
(WorkerDict pid=17919) [rank-5]: Saving checkpoint to /data/save/verilog/global_step_60/actor/model_world_size_8_rank_5.pt
(WorkerDict pid=17919) [rank-5]: Saving extra_state to /data/save/verilog/global_step_60/actor/extra_state_world_size_8_rank_5.pt
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1b351a40-e945-44d2-b4e1-9fb75967ed1b', '284597d0-3946-4f3e-84cc-fc948766fc6d', '305e2efb-c0ff-4fa7-a149-28b4e525ae61', '39fbfc80-689a-4db3-8084-fd6c391a6b9f', '40918faa-880f-4651-9352-da42faec9c97', '574f6fa4-f8bf-4f3a-85a3-0af59ad8048e', '750d8738-09ca-40d6-8ca3-ce47efedccba', 'd0e5f2e5-d62b-4df8-ad00-ba746645752e']
(TaskRunner pid=16447) step:60 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1648.000 - global_seqlen/max:3678.000 - global_seqlen/minmax_diff:2030.000 - global_seqlen/balanced_min:2397.000 - global_seqlen/balanced_max:2462.000 - global_seqlen/mean:2438.125 - actor/entropy:0.000 - actor/pg_loss:-0.750 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.690 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.245 - actor/lr:0.000 - critic/score/mean:-0.165 - critic/score/max:-0.053 - critic/score/min:-0.299 - critic/rewards/mean:-0.165 - critic/rewards/max:-0.053 - critic/rewards/min:-0.299 - critic/advantages/mean:-0.162 - critic/advantages/max:1.469 - critic/advantages/min:-1.500 - critic/returns/mean:-0.162 - critic/returns/max:1.469 - critic/returns/min:-1.500 - response_length/mean:168.531 - response_length/max:306.000 - response_length/min:54.000 - response_length/clip_ratio:0.000 - prompt_length/mean:441.000 - prompt_length/max:634.000 - prompt_length/min:297.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.564 - timing_s/reward:0.938 - timing_s/old_log_prob:2.323 - timing_s/adv:0.001 - timing_s/update_actor:17.113 - timing_s/save_checkpoint:22.894 - timing_s/step:60.837 - timing_per_token_ms/update_actor:0.877 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.257 - perf/total_num_tokens:19505.000 - perf/time_per_step:60.837 - perf/throughput:40.077 - reward/mean:-0.165 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:284.000 - reflection/without_length_mean:164.806 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.277 - reflection/without_reward_mean:-0.161 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:168.531 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.165 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:168.531 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.165 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:168.531 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.165 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:168.531 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.165 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:168.531 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.165 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:168.531 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.165 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:168.531 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.165 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:168.531 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.165 - reflection_adjust/word_adjust_frequency:1.000 - reflection_adjust/with_adjust_length_mean:284.000 - reflection_adjust/without_adjust_length_mean:164.806 - reflection_adjust/with_adjust_correct_ratio:0.000 - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:-0.277 - reflection_adjust/without_adjust_reward_mean:-0.161 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:168.531 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.165 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:168.531 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.165 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:168.531 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.165 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  30%|███       | 61/200 [29:39<2:05:29, 54.17s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  31%|███       | 62/200 [30:41<2:09:43, 56.40s/it]
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(WorkerDict pid=17917) [rank-3]: Saving model to /data/save/verilog/global_step_60/actor/model_world_size_8_rank_3.pt [repeated 7x across cluster]
(WorkerDict pid=17917) [rank-3]: Saving checkpoint to /data/save/verilog/global_step_60/actor/model_world_size_8_rank_3.pt [repeated 7x across cluster]
(WorkerDict pid=17917) [rank-3]: Saving extra_state to /data/save/verilog/global_step_60/actor/extra_state_world_size_8_rank_3.pt [repeated 7x across cluster]
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Write_Reg_Mux (
(TaskRunner pid=16447)     input [4:0] Instr25_21,
(TaskRunner pid=16447)     input [4:0] Instr15_11,
(TaskRunner pid=16447)     input [1:0] RegDst,
(TaskRunner pid=16447)     output reg [4:0] Write_Reg
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @* begin
(TaskRunner pid=16447)     case (RegDst)
(TaskRunner pid=16447)         2'b00: Write_Reg = Instr25_21;
(TaskRunner pid=16447)         2'b01: Write_Reg = Instr15_11;
(TaskRunner pid=16447)         2'b10: Write_Reg = 5'b11111;
(TaskRunner pid=16447)         default: Write_Reg = 5'b0;
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['08ca104f-451c-41fb-9926-c96552dc4394', '43514a9c-4104-4c6a-8650-62e70fb85a1f', '51f081af-10ce-44ae-83b5-e625b91e5ffb', '61136fb0-3966-4b24-8fa1-8b20dd14e29a', '7ea6e8f8-5331-449b-95dd-d181a33068b3', '9b6e8914-ee9c-41be-a2ae-e15a5f2b6334', '9d8355d4-bffc-4256-8857-a97e6540e7f7', 'e8bcc142-6541-4448-b1e5-3b38bfa285ee']
(TaskRunner pid=16447) step:61 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1628.000 - global_seqlen/max:5040.000 - global_seqlen/minmax_diff:3412.000 - global_seqlen/balanced_min:2507.000 - global_seqlen/balanced_max:2699.000 - global_seqlen/mean:2594.375 - actor/entropy:0.000 - actor/pg_loss:-0.257 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:4.818 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:252.582 - actor/lr:0.000 - critic/score/mean:-0.184 - critic/score/max:-0.052 - critic/score/min:-0.363 - critic/rewards/mean:-0.184 - critic/rewards/max:-0.052 - critic/rewards/min:-0.363 - critic/advantages/mean:-0.162 - critic/advantages/max:1.484 - critic/advantages/min:-1.203 - critic/returns/mean:-0.162 - critic/returns/max:1.484 - critic/returns/min:-1.203 - response_length/mean:188.844 - response_length/max:372.000 - response_length/min:53.000 - response_length/clip_ratio:0.000 - prompt_length/mean:459.750 - prompt_length/max:916.000 - prompt_length/min:269.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:18.876 - timing_s/reward:0.931 - timing_s/old_log_prob:2.367 - timing_s/adv:0.001 - timing_s/update_actor:17.354 - timing_s/step:39.533 - timing_per_token_ms/update_actor:0.836 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.124 - perf/total_num_tokens:20755.000 - perf/time_per_step:39.533 - perf/throughput:65.626 - reward/mean:-0.184 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:188.844 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.184 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:188.844 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.184 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:188.844 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.184 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:188.844 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.184 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:188.844 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.184 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:188.844 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.184 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:188.844 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.184 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:188.844 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.184 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:188.844 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.184 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:188.844 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.184 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:188.844 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.184 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:188.844 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.184 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module clkdiv9 (
(TaskRunner pid=16447)     input Clk,
(TaskRunner pid=16447)     input pixel_en,
(TaskRunner pid=16447)     output clock_lcd
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [2:0] counter;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge Clk) begin
(TaskRunner pid=16447)     if (pixel_en)
(TaskRunner pid=16447)         counter <= counter + 1;
(TaskRunner pid=16447)     else
(TaskRunner pid=16447)         counter <= 3'b0;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign clock_lcd = pixel_en & (counter[1:0] == 2'b10);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1a522310-cbff-4ce2-ace5-c75cda96e3bd', '59328924-30c2-4cb8-a656-c5ad845d4c8f', '8c753e63-27a6-4e52-a280-4c7dbb0ef7a7', 'b1d68213-814a-4947-92cd-b8721f98c5f4', 'ca83ce31-a139-4695-bae3-0484bf9a757c', 'df7176f0-7746-43dd-aa62-7ed2079ffc6c', 'e1bf89f1-46cc-4dc0-980a-e8b25d4f9ae0', 'e57331d8-8ad3-4a08-9ec6-8e90a6e6728c']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  32%|███▏      | 63/200 [31:53<2:19:17, 61.00s/it]
(TaskRunner pid=16447) step:62 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1549.000 - global_seqlen/max:5317.000 - global_seqlen/minmax_diff:3768.000 - global_seqlen/balanced_min:2517.000 - global_seqlen/balanced_max:2773.000 - global_seqlen/mean:2656.625 - actor/entropy:0.000 - actor/pg_loss:-0.416 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:4.387 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.117 - perf/cpu_memory_used_gb:251.562 - actor/lr:0.000 - critic/score/mean:-0.245 - critic/score/max:-0.052 - critic/score/min:-0.770 - critic/rewards/mean:-0.245 - critic/rewards/max:-0.052 - critic/rewards/min:-0.770 - critic/advantages/mean:-0.254 - critic/advantages/max:1.418 - critic/advantages/min:-1.401 - critic/returns/mean:-0.254 - critic/returns/max:1.418 - critic/returns/min:-1.401 - response_length/mean:250.406 - response_length/max:788.000 - response_length/min:53.000 - response_length/clip_ratio:0.000 - prompt_length/mean:413.750 - prompt_length/max:864.000 - prompt_length/min:271.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:40.816 - timing_s/reward:0.937 - timing_s/old_log_prob:2.353 - timing_s/adv:0.001 - timing_s/update_actor:17.463 - timing_s/step:61.574 - timing_per_token_ms/update_actor:0.822 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.094 - perf/total_num_tokens:21253.000 - perf/time_per_step:61.574 - perf/throughput:43.145 - reward/mean:-0.245 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:250.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.245 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:250.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.245 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:250.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.245 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:250.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.245 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:250.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.245 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:250.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.245 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:250.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.245 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:250.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.245 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:250.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.245 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:250.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.245 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:250.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.245 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:250.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.245 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module base_3_converter (
(TaskRunner pid=16447)     input [3:0] binary_shift_val,
(TaskRunner pid=16447)     output [5:0] base_3_binary
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign base_3_binary = { {(2){binary_shift_val[3]}}, binary_shift_val };
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01a08370-19bc-491a-83eb-ac71b00214cc', '1aef8914-6885-4b47-8120-5b2ce7d3dfb8', '50192165-6915-473e-81e1-5d0e0f5acefc', 'a356eb4a-623a-4b5e-9e83-0dfead5c94d0', 'a79c28c3-38a4-41bb-8369-44874ba1cc72', 'a89a43e1-a020-4e3c-ba7c-8ca3068dc385', 'eab7dcdf-e8b6-48f2-9e60-ecec318655c2', 'fcdc08f8-3a01-4610-a213-ff68af77b902']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  32%|███▏      | 64/200 [32:46<2:13:05, 58.71s/it]
(TaskRunner pid=16447) step:63 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1900.000 - global_seqlen/max:6210.000 - global_seqlen/minmax_diff:4310.000 - global_seqlen/balanced_min:3175.000 - global_seqlen/balanced_max:3353.000 - global_seqlen/mean:3304.750 - actor/entropy:0.000 - actor/pg_loss:0.174 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:4.147 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.499 - actor/lr:0.000 - critic/score/mean:-0.285 - critic/score/max:-0.068 - critic/score/min:-1.000 - critic/rewards/mean:-0.285 - critic/rewards/max:-0.068 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.213 - critic/advantages/max:1.498 - critic/advantages/min:-1.308 - critic/returns/mean:-0.213 - critic/returns/max:1.498 - critic/returns/min:-1.308 - response_length/mean:292.188 - response_length/max:1024.000 - response_length/min:70.000 - response_length/clip_ratio:0.031 - prompt_length/mean:534.000 - prompt_length/max:1177.000 - prompt_length/min:262.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:51.541 - timing_s/reward:0.938 - timing_s/old_log_prob:2.353 - timing_s/adv:0.001 - timing_s/update_actor:16.869 - timing_s/step:71.705 - timing_per_token_ms/update_actor:0.638 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.512 - perf/total_num_tokens:26438.000 - perf/time_per_step:71.705 - perf/throughput:46.088 - reward/mean:-0.285 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:292.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.285 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:292.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.285 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:292.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.285 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:292.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.285 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:292.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.285 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:292.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.285 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:292.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.285 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:292.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.285 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:292.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.285 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:292.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.285 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:292.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.285 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:292.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.285 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module clk_div (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input rst,
(TaskRunner pid=16447)     input SW2,
(TaskRunner pid=16447)     output [31:0] clkdiv,
(TaskRunner pid=16447)     output Clk_CPU
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign Clk_CPU = SW2 ? clkdiv[24] : clkdiv[2];
(TaskRunner pid=16447) assign clkdiv = rst ? 32'dclk : clkdiv + 1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0cba73e3-6af2-481a-82b8-b5767739e54a', '31337f42-3f0f-47af-9a01-8823f094eaea', '3789a358-3793-45df-97ea-f92ba065de16', '6c0f8472-654d-42e7-ac5a-54b5af7bfa3c', '838525c2-292b-4d1a-84a8-1028099c8546', 'b886efde-cf7b-4aee-916f-34b118d68b4d', 'c59ee763-b555-4159-bf3b-0da3bf2ff0a5', 'e0d65528-8747-4614-887a-3eeb85ced13f']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  32%|███▎      | 65/200 [33:38<2:07:26, 56.64s/it]
(TaskRunner pid=16447) step:64 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1417.000 - global_seqlen/max:4203.000 - global_seqlen/minmax_diff:2786.000 - global_seqlen/balanced_min:2379.000 - global_seqlen/balanced_max:2551.000 - global_seqlen/mean:2433.125 - actor/entropy:0.000 - actor/pg_loss:-0.708 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:5.175 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.521 - actor/lr:0.000 - critic/score/mean:-0.179 - critic/score/max:-0.053 - critic/score/min:-0.592 - critic/rewards/mean:-0.179 - critic/rewards/max:-0.053 - critic/rewards/min:-0.592 - critic/advantages/mean:-0.112 - critic/advantages/max:1.499 - critic/advantages/min:-1.157 - critic/returns/mean:-0.112 - critic/returns/max:1.499 - critic/returns/min:-1.157 - response_length/mean:183.031 - response_length/max:606.000 - response_length/min:54.000 - response_length/clip_ratio:0.000 - prompt_length/mean:425.250 - prompt_length/max:627.000 - prompt_length/min:281.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:32.836 - timing_s/reward:0.931 - timing_s/old_log_prob:2.339 - timing_s/adv:0.001 - timing_s/update_actor:17.240 - timing_s/step:53.350 - timing_per_token_ms/update_actor:0.886 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.606 - perf/total_num_tokens:19465.000 - perf/time_per_step:53.350 - perf/throughput:45.607 - reward/mean:-0.179 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:183.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.179 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:183.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.179 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:183.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.179 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:183.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.179 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:183.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.179 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:183.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.179 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:183.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.179 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:183.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.179 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:183.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.179 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:183.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.179 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:183.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.179 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:183.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.179 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module vga_sync(
(TaskRunner pid=16447)     input [9:0] h_count,
(TaskRunner pid=16447)     input [9:0] v_count,
(TaskRunner pid=16447)     output [9:0] x_loc,
(TaskRunner pid=16447)     output [9:0] y_loc,
(TaskRunner pid=16447)     output h_sync,
(TaskRunner pid=16447)     output v_sync,
(TaskRunner pid=16447)     output video_on,
(TaskRunner pid=16447)     output animate
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign x_loc = h_count;
(TaskRunner pid=16447) assign y_loc = v_count;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign h_sync = ~((h_count >= 796) && (h_count <= 891));
(TaskRunner pid=16447) assign v_sync = ~((v_count >= 523) && (v_count <= 524));
(TaskRunner pid=16447) assign video_on = (h_count < 640) && (v_count < 480);
(TaskRunner pid=16447) assign animate = (h_count == 10'd1023) && (v_count == 10'd524);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['5a945dfd-2f28-4fe0-9d12-508ec5f16c56', '9920cd32-5ed9-4ac3-b985-519d16a25718', 'bb2c0c91-83f2-418b-ae64-501e92a0c858', 'c0985d3a-45a5-455d-a287-2da3c32a7365', 'cfd34e21-0c27-4a5c-892f-11f314ec712e', 'd4b9cab3-e709-4c55-9c71-1a43ffa7b857', 'e0a6ffba-c730-4f0a-a7a3-1bae684ac2f1', 'edaad799-039b-4585-ae5f-8576b410b50a']
(TaskRunner pid=16447) step:65 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1433.000 - global_seqlen/max:4562.000 - global_seqlen/minmax_diff:3129.000 - global_seqlen/balanced_min:2702.000 - global_seqlen/balanced_max:2800.000 - global_seqlen/mean:2754.875 - actor/entropy:0.000 - actor/pg_loss:-0.473 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.649 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.570 - actor/lr:0.000 - critic/score/mean:-0.223 - critic/score/max:-0.052 - critic/score/min:-0.587 - critic/rewards/mean:-0.223 - critic/rewards/max:-0.052 - critic/rewards/min:-0.587 - critic/advantages/mean:-0.071 - critic/advantages/max:1.360 - critic/advantages/min:-1.500 - critic/returns/mean:-0.071 - critic/returns/max:1.360 - critic/returns/min:-1.500 - response_length/mean:228.094 - response_length/max:601.000 - response_length/min:53.000 - response_length/clip_ratio:0.000 - prompt_length/mean:460.625 - prompt_length/max:640.000 - prompt_length/min:288.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:31.239 - timing_s/reward:0.926 - timing_s/old_log_prob:2.331 - timing_s/adv:0.001 - timing_s/update_actor:17.269 - timing_s/step:51.771 - timing_per_token_ms/update_actor:0.784 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.280 - perf/total_num_tokens:22039.000 - perf/time_per_step:51.771 - perf/throughput:53.213 - reward/mean:-0.223 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:228.094 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.223 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:228.094 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.223 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:228.094 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.223 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:228.094 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.223 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:228.094 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.223 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:228.094 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.223 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:228.094 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.223 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:228.094 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.223 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:228.094 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.223 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:228.094 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.223 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:228.094 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.223 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:228.094 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.223 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module RS232_Tx (
(TaskRunner pid=16447)     input clock,
(TaskRunner pid=16447)     input reset_neg,
(TaskRunner pid=16447)     input tx_datain_ready,
(TaskRunner pid=16447)     input Present_Processing_Completed,
(TaskRunner pid=16447)     input [7:0] tx_datain,
(TaskRunner pid=16447)     output reg tx_transmitter,
(TaskRunner pid=16447)     output reg tx_transmitter_valid
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) parameter BAUD_NUM = 1;
(TaskRunner pid=16447) parameter BAUD_DEN = 434;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) localparam IDLE    = 2'b00;
(TaskRunner pid=16447) localparam START   = 2'b01;
(TaskRunner pid=16447) localparam DATA    = 2'b10;
(TaskRunner pid=16447) localparam STOP    = 2'b11;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) reg [1:0] current_state, next_state;
(TaskRunner pid=16447) reg [15:0] accumulator;
(TaskRunner pid=16447) reg [7:0] data_reg;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clock or negedge reset_neg) begin
(TaskRunner pid=16447)     if (!reset_neg) begin
(TaskRunner pid=16447)         current_state <= IDLE;
(TaskRunner pid=16447)         accumulator <= 0;
(TaskRunner pid=16447)         data_reg <= 0;
(TaskRunner pid=16447)         tx_transmitter <= 1;
(TaskRunner pid=16447)         tx_transmitter_valid <= 0;
(TaskRunner pid=16447)     end else begin
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  33%|███▎      | 66/200 [34:47<2:14:52, 60.39s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  34%|███▎      | 67/200 [35:34<2:05:11, 56.48s/it]
(TaskRunner pid=16447)         current_state <= next_state;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)         if (Present_Processing_Completed) begin
(TaskRunner pid=16447)             accumulator <= 0;
(TaskRunner pid=16447)             tx_transmitter_valid <= 0;
(TaskRunner pid=16447)             tx_transmitter <= 1;
(TaskRunner pid=16447)         end else begin
(TaskRunner pid=16447)             accumulator <= accumulator + BAUD_NUM;
(TaskRunner pid=16447) 
(TaskRunner pid=16447)             case (current_state)
(TaskRunner pid=16447)                 IDLE: begin
(TaskRunner pid=16447)                     tx_transmitter <= 1;
(TaskRunner pid=16447)                     tx_transmitter_valid <= 0;
(TaskRunner pid=16447)                 end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)                 START: begin
(TaskRunner pid=16447)                     tx_transmitter <= 0;
(TaskRunner pid=16447)                     tx_transmitter_valid <= 1;
(TaskRunner pid=16447)                 end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)                 DATA: begin
(TaskRunner pid=16447)                     tx_transmitter <= data_reg[0];
(TaskRunner pid=16447)                     tx_transmitter_valid <= 1;
(TaskRunner pid=16447)                     data_reg <= data_reg >> 1;
(TaskRunner pid=16447)                 end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)                 STOP: begin
(TaskRunner pid=16447)                     tx_transmitter <= 1;
(TaskRunner pid=16447)                     tx_transmitter_valid <= 1;
(TaskRunner pid=16447)                 end
(TaskRunner pid=16447)             endcase
(TaskRunner pid=16447)         end
(TaskRunner pid=16447) 
(TaskRunner pid=16447)         if (tx_datain_ready)
(TaskRunner pid=16447)             data_reg <= tx_datain;
(TaskRunner pid=16447)     end
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(*) begin
(TaskRunner pid=16447)     next_state = current_state;
(TaskRunner pid=16447)     case (current_state)
(TaskRunner pid=16447)         IDLE: next_state = tx_datain_ready ? START : IDLE;
(TaskRunner pid=16447)         START: if (accumulator >= BAUD_DEN) next_state = DATA;
(TaskRunner pid=16447)         DATA: if (accumulator >= BAUD_DEN) next_state = (data_reg == 8'h00) ? STOP : DATA;
(TaskRunner pid=16447)         STOP: if (accumulator >= BAUD_DEN) next_state = IDLE;
(TaskRunner pid=16447)     endcase
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['011b1a4f-18a3-4f28-97fd-fac2abe8db0e', '0b87143b-721a-4357-92fd-9f2805a28e25', '18dad591-c677-40ce-8083-67235c4446b3', '48ce886c-4a78-4018-96a4-16fa569f76bf', '49ccc67d-7719-44bc-a471-00a7e2d27ac3', '5d75263c-884d-459a-937d-c697a24ca0c0', '70a2ef9d-8603-409d-b397-48c7c549c035', 'dcecc308-8bdb-43ce-98ed-4e38998b762a']
(TaskRunner pid=16447) step:66 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1552.000 - global_seqlen/max:6900.000 - global_seqlen/minmax_diff:5348.000 - global_seqlen/balanced_min:2796.000 - global_seqlen/balanced_max:3332.000 - global_seqlen/mean:3079.750 - actor/entropy:0.000 - actor/pg_loss:-0.268 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.974 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.588 - actor/lr:0.000 - critic/score/mean:-0.238 - critic/score/max:-0.065 - critic/score/min:-0.928 - critic/rewards/mean:-0.238 - critic/rewards/max:-0.065 - critic/rewards/min:-0.928 - critic/advantages/mean:-0.235 - critic/advantages/max:1.492 - critic/advantages/min:-1.493 - critic/returns/mean:-0.235 - critic/returns/max:1.492 - critic/returns/min:-1.493 - response_length/mean:244.062 - response_length/max:950.000 - response_length/min:67.000 - response_length/clip_ratio:0.000 - prompt_length/mean:525.875 - prompt_length/max:1457.000 - prompt_length/min:314.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:48.824 - timing_s/reward:0.920 - timing_s/old_log_prob:2.344 - timing_s/adv:0.001 - timing_s/update_actor:17.028 - timing_s/step:69.122 - timing_per_token_ms/update_actor:0.691 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.251 - perf/total_num_tokens:24638.000 - perf/time_per_step:69.122 - perf/throughput:44.556 - reward/mean:-0.238 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:244.062 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.238 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:244.062 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.238 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:244.062 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.238 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:244.062 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.238 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:244.062 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.238 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:244.062 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.238 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:244.062 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.238 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:244.062 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.238 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:244.062 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.238 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:244.062 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.238 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:244.062 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.238 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:244.062 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.238 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module top_module (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input [2:0] y,
(TaskRunner pid=16447)     input x,
(TaskRunner pid=16447)     output Y0,
(TaskRunner pid=16447)     output z
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447)     assign z = | (y & 3'b100);
(TaskRunner pid=16447)     assign Y0 = (y == 3'd1) | (x & (y == 3'd3));
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0b07e945-45f3-488e-8626-f35764447cf5', '10da8c57-b0dd-4a48-a199-735f6a3bdc6d', '631699d9-9162-423d-a3d7-2e0f9f1baab8', '7f7f9fb3-480f-47b6-988c-59f54b17155e', '8f293c6d-fa8a-450a-90a4-5af8fa964d3a', 'a1f63147-de4f-4492-b2fb-1a4ce5878161', 'a882e5ca-7b73-40df-9c51-fbe2cffc677c', 'd7c5ddaf-3c28-4686-935f-168e1d4eafdf']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  34%|███▍      | 68/200 [36:12<1:52:04, 50.94s/it]
(TaskRunner pid=16447) step:67 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1300.000 - global_seqlen/max:2909.000 - global_seqlen/minmax_diff:1609.000 - global_seqlen/balanced_min:2169.000 - global_seqlen/balanced_max:2213.000 - global_seqlen/mean:2191.000 - actor/entropy:0.000 - actor/pg_loss:-0.077 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:4.458 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.506 - actor/lr:0.000 - critic/score/mean:-0.155 - critic/score/max:-0.065 - critic/score/min:-0.496 - critic/rewards/mean:-0.155 - critic/rewards/max:-0.065 - critic/rewards/min:-0.496 - critic/advantages/mean:-0.228 - critic/advantages/max:1.293 - critic/advantages/min:-1.497 - critic/returns/mean:-0.228 - critic/returns/max:1.293 - critic/returns/min:-1.497 - response_length/mean:158.625 - response_length/max:508.000 - response_length/min:67.000 - response_length/clip_ratio:0.000 - prompt_length/mean:389.125 - prompt_length/max:555.000 - prompt_length/min:256.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:26.563 - timing_s/reward:0.937 - timing_s/old_log_prob:2.371 - timing_s/adv:0.001 - timing_s/update_actor:17.449 - timing_s/step:47.325 - timing_per_token_ms/update_actor:0.995 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.233 - perf/total_num_tokens:17528.000 - perf/time_per_step:47.325 - perf/throughput:46.297 - reward/mean:-0.155 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:158.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.155 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:158.625 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.155 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:158.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.155 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:158.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.155 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:158.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.155 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:158.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.155 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:158.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.155 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:158.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.155 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:158.625 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.155 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:158.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.155 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:158.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.155 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:158.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.155 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module MUX2 #(parameter data_width=1) (
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_1,
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_2,
(TaskRunner pid=16447)     input select_in,
(TaskRunner pid=16447)     output [data_width-1:0] mux_result
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign mux_result = select_in ? mux_in_2 : mux_in_1;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) 
(TaskRunner pid=16447) module MUX4 #(parameter data_width=1) (
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_1,
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_2,
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_3,
(TaskRunner pid=16447)     input [data_width-1:0] mux_in_4,
(TaskRunner pid=16447)     input [1:0] select_in,
(TaskRunner pid=16447)     output [data_width-1:0] mux_result
(TaskRunner pid=16447) );
(TaskRunner pid=16447)     assign mux_result = {mux_in_4, mux_in_3, mux_in_2, mux_in_1}[select_in * data_width +: data_width];
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  34%|███▍      | 69/200 [37:10<1:55:19, 52.82s/it]
(TaskRunner pid=16447) Zero correct indices: ['06ad9154-cf60-4fb3-bad9-a1be73f06f0a', '5a390ec8-e104-4631-b56d-974c073517f9', '751c7c8e-3f7c-4737-ac7e-cd7e497eee27', '75e1f491-53ec-43b2-b031-2422b526c843', '855ac038-f406-4c97-bfb5-7b583bed0b94', '965e31cf-87db-4cb0-b7f2-091584d4dc29', 'c325e35d-947b-4d1f-8406-f68e5da59723', 'e2c56ca0-c934-4e0e-b084-4a42fd606528']
(TaskRunner pid=16447) step:68 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1434.000 - global_seqlen/max:3412.000 - global_seqlen/minmax_diff:1978.000 - global_seqlen/balanced_min:2415.000 - global_seqlen/balanced_max:2435.000 - global_seqlen/mean:2425.125 - actor/entropy:0.000 - actor/pg_loss:-0.479 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:3.998 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.578 - actor/lr:0.000 - critic/score/mean:-0.181 - critic/score/max:-0.068 - critic/score/min:-0.278 - critic/rewards/mean:-0.181 - critic/rewards/max:-0.068 - critic/rewards/min:-0.278 - critic/advantages/mean:-0.088 - critic/advantages/max:1.292 - critic/advantages/min:-1.500 - critic/returns/mean:-0.088 - critic/returns/max:1.292 - critic/returns/min:-1.500 - response_length/mean:185.281 - response_length/max:285.000 - response_length/min:70.000 - response_length/clip_ratio:0.000 - prompt_length/mean:421.000 - prompt_length/max:605.000 - prompt_length/min:283.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.306 - timing_s/reward:0.974 - timing_s/old_log_prob:2.361 - timing_s/adv:0.001 - timing_s/update_actor:17.359 - timing_s/step:38.004 - timing_per_token_ms/update_actor:0.895 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:2.919 - perf/total_num_tokens:19401.000 - perf/time_per_step:38.004 - perf/throughput:63.812 - reward/mean:-0.181 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:185.281 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.181 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:185.281 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.181 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:185.281 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.181 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:185.281 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.181 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:185.281 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.181 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:185.281 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.181 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:185.281 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.181 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:185.281 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.181 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:185.281 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.181 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:185.281 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.181 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:185.281 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.181 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:185.281 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.181 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module BCD_to_SEV (
(TaskRunner pid=16447)     input [3:0] In,
(TaskRunner pid=16447)     output [6:0] S
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign S = (In <= 9) ? 
(TaskRunner pid=16447)     (8'h7E >> In) & 7'h7F : 
(TaskRunner pid=16447)     7'h00;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['194bb6fc-3661-414f-84a6-8c4ec6d8e8c0', '9c6cae97-a7e3-4ee2-8f29-03b713c17aa6', 'a50e3c3f-7ffe-42ab-a066-4fdbfd7ce503', 'd3ea495f-6025-4edb-95e4-5afab2b6b41d', 'd74fbaa0-7a68-46a5-b083-aa32acd48bf9', 'e2c7132d-9a8f-453c-b990-8c40230bf792', 'e3d21ade-4e17-4a5c-bbab-67dfda2996b1', 'f5eed171-d2b3-415c-9245-afd1192d5be2']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  35%|███▌      | 70/200 [38:01<1:53:33, 52.41s/it]
(TaskRunner pid=16447) step:69 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1619.000 - global_seqlen/max:3108.000 - global_seqlen/minmax_diff:1489.000 - global_seqlen/balanced_min:2357.000 - global_seqlen/balanced_max:2630.000 - global_seqlen/mean:2411.625 - actor/entropy:0.000 - actor/pg_loss:-0.126 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:6.093 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.522 - actor/lr:0.000 - critic/score/mean:-0.230 - critic/score/max:-0.065 - critic/score/min:-0.691 - critic/rewards/mean:-0.230 - critic/rewards/max:-0.065 - critic/rewards/min:-0.691 - critic/advantages/mean:-0.284 - critic/advantages/max:1.499 - critic/advantages/min:-1.462 - critic/returns/mean:-0.284 - critic/returns/max:1.499 - critic/returns/min:-1.462 - response_length/mean:235.531 - response_length/max:708.000 - response_length/min:67.000 - response_length/clip_ratio:0.000 - prompt_length/mean:367.375 - prompt_length/max:475.000 - prompt_length/min:289.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:36.854 - timing_s/reward:0.985 - timing_s/old_log_prob:2.307 - timing_s/adv:0.001 - timing_s/update_actor:17.024 - timing_s/step:57.174 - timing_per_token_ms/update_actor:0.882 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.890 - perf/total_num_tokens:19293.000 - perf/time_per_step:57.174 - perf/throughput:42.181 - reward/mean:-0.230 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:235.531 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.230 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:235.531 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.230 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:235.531 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.230 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:235.531 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.230 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:235.531 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.230 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:235.531 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.230 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:235.531 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.230 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:235.531 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.230 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:235.531 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.230 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:235.531 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.230 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:235.531 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.230 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:235.531 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.230 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module shifter_16bit_30 (
(TaskRunner pid=16447)     input [15:0] a,
(TaskRunner pid=16447)     input [3:0] b,
(TaskRunner pid=16447)     input [1:0] alufn,
(TaskRunner pid=16447)     output [15:0] s
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign s = (alufn == 2'h0) ? a << b :
(TaskRunner pid=16447)            (alufn == 2'h1 || alufn == 2'h3) ? a >> b : 16'd0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['151ee133-1483-4443-928a-e0e7e0a2c429', '250b0e2d-3f54-481c-a61f-ef109b250172', '5d29ef0c-3507-4de6-9e12-e8eb93ce6eb1', '626743bb-f6c8-4c40-b30d-f95ebc9bf32a', '85a982c1-78cc-4031-b55c-f42e6a919c3f', 'b8a44e6c-7ba2-4f96-9fcd-97d366780a3b', 'bf9d8f0f-bbcb-47e7-9027-228822ac5996', 'cf5a65b6-f8d8-46f4-8f81-ff9c11ef9ae0']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  36%|███▌      | 71/200 [38:38<1:42:55, 47.88s/it]
(TaskRunner pid=16447) step:70 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1058.000 - global_seqlen/max:4179.000 - global_seqlen/minmax_diff:3121.000 - global_seqlen/balanced_min:2257.000 - global_seqlen/balanced_max:2368.000 - global_seqlen/mean:2315.625 - actor/entropy:0.000 - actor/pg_loss:0.086 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:5.600 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.559 - actor/lr:0.000 - critic/score/mean:-0.158 - critic/score/max:-0.041 - critic/score/min:-0.555 - critic/rewards/mean:-0.158 - critic/rewards/max:-0.041 - critic/rewards/min:-0.555 - critic/advantages/mean:-0.210 - critic/advantages/max:1.340 - critic/advantages/min:-1.487 - critic/returns/mean:-0.210 - critic/returns/max:1.340 - critic/returns/min:-1.487 - response_length/mean:162.031 - response_length/max:568.000 - response_length/min:42.000 - response_length/clip_ratio:0.000 - prompt_length/mean:416.875 - prompt_length/max:641.000 - prompt_length/min:220.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:30.469 - timing_s/reward:0.917 - timing_s/old_log_prob:2.332 - timing_s/adv:0.001 - timing_s/update_actor:17.714 - timing_s/step:51.436 - timing_per_token_ms/update_actor:0.956 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.876 - perf/total_num_tokens:18525.000 - perf/time_per_step:51.436 - perf/throughput:45.019 - reward/mean:-0.158 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:162.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.158 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:162.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.158 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:162.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.158 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:162.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.158 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:162.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.158 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:162.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.158 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:162.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.158 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:162.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.158 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:162.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.158 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:162.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.158 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:162.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.158 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:162.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.158 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module clock(clk);
(TaskRunner pid=16447)     output reg clk;
(TaskRunner pid=16447)     
(TaskRunner pid=16447)     initial clk = 1;
(TaskRunner pid=16447)     always #0.5n clk = ~clk;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2a5a7e36-0b0e-478b-9168-68f447c0e597', '3524e844-ac8f-422e-bbeb-5efa4faed260', '4488579b-259c-4e08-9600-aae56fc17dee', '5fb25b71-d30b-402a-ba99-c3825ee198b7', '617f30a6-0b81-4c70-ac35-54c87b37910d', 'bfd64215-64e3-406a-b25f-481a10b95ecb', 'c467cad9-3de7-4e4e-b75c-1ceefd650d85', 'e6f2a460-ce13-4f30-b99e-ab568e2447d4']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) step:71 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1141.000 - global_seqlen/max:3286.000 - global_seqlen/minmax_diff:2145.000 - global_seqlen/balanced_min:2147.000 - global_seqlen/balanced_max:2191.000 - global_seqlen/mean:2174.125 - actor/entropy:0.000 - actor/pg_loss:-0.256 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:9.119 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.559 - actor/lr:0.000 - critic/score/mean:-0.130 - critic/score/max:-0.032 - critic/score/min:-0.273 - critic/rewards/mean:-0.130 - critic/rewards/max:-0.032 - critic/rewards/min:-0.273 - critic/advantages/mean:-0.090 - critic/advantages/max:1.500 - critic/advantages/min:-1.498 - critic/returns/mean:-0.090 - critic/returns/max:1.500 - critic/returns/min:-1.498 - response_length/mean:133.406 - response_length/max:280.000 - response_length/min:33.000 - response_length/clip_ratio:0.000 - prompt_length/mean:410.125 - prompt_length/max:606.000 - prompt_length/min:247.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:16.363 - timing_s/reward:0.921 - timing_s/old_log_prob:2.348 - timing_s/adv:0.001 - timing_s/update_actor:17.623 - timing_s/step:37.259 - timing_per_token_ms/update_actor:1.013 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.833 - perf/total_num_tokens:17393.000 - perf/time_per_step:37.259 - perf/throughput:58.351 - reward/mean:-0.130 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:8.000 - reflection/with_length_mean:215.500 - reflection/without_length_mean:121.679 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.210 - reflection/without_reward_mean:-0.119 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:133.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.130 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:133.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.130 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:133.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.130 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:133.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.130 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:133.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.130 - reflection_wait/word_wait_frequency:8.000 - reflection_wait/with_wait_length_mean:215.500 - reflection_wait/without_wait_length_mean:121.679 - reflection_wait/with_wait_correct_ratio:0.000 - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:-0.210 - reflection_wait/without_wait_reward_mean:-0.119 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:133.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.130 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:133.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.130 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:133.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.130 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:133.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.130 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:133.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.130 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:133.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.130 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module alu (
(TaskRunner pid=16447)     input [37:0] A,
(TaskRunner pid=16447)     input [37:0] B,
(TaskRunner pid=16447)     input SELECT,
(TaskRunner pid=16447)     input CLK,
(TaskRunner pid=16447)     input RESETN,
(TaskRunner pid=16447)     output reg [37:0] ANS
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge CLK) begin
(TaskRunner pid=16447)     if (!RESETN)
(TaskRunner pid=16447)         ANS <= 0;
(TaskRunner pid=16447)     else
(TaskRunner pid=16447)         ANS <= (SELECT) ? (A + B) : (A * B);
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['72d0aec6-5e11-4608-8b33-59bafb0f2ae0', '7550a98a-eccf-452a-ad7b-2a71e6b5f9f5', '7d35199a-5309-40b8-85b9-44784a30b0bc', '8a20c452-2973-4d32-8132-754480d626c5', '91cdeff8-261d-4737-87af-3cf2588f31da', '9d57d7d5-e7b4-46dd-a10a-028a01373ecc', 'a7b47fb1-efdd-4f4b-8085-e3b86bdb714e', 'cc267f4b-0ea0-4ce3-bb24-f66ff91be996']
(TaskRunner pid=16447) 
Training Progress:  36%|███▌      | 72/200 [39:32<1:45:51, 49.62s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  36%|███▋      | 73/200 [40:30<1:50:17, 52.10s/it]
(TaskRunner pid=16447) step:72 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1415.000 - global_seqlen/max:4509.000 - global_seqlen/minmax_diff:3094.000 - global_seqlen/balanced_min:2377.000 - global_seqlen/balanced_max:2543.000 - global_seqlen/mean:2428.875 - actor/entropy:0.000 - actor/pg_loss:-0.591 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:4.134 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.569 - actor/lr:0.000 - critic/score/mean:-0.186 - critic/score/max:-0.057 - critic/score/min:-0.612 - critic/rewards/mean:-0.186 - critic/rewards/max:-0.057 - critic/rewards/min:-0.612 - critic/advantages/mean:-0.092 - critic/advantages/max:1.498 - critic/advantages/min:-1.500 - critic/returns/mean:-0.092 - critic/returns/max:1.498 - critic/returns/min:-1.500 - response_length/mean:190.844 - response_length/max:627.000 - response_length/min:58.000 - response_length/clip_ratio:0.000 - prompt_length/mean:416.375 - prompt_length/max:624.000 - prompt_length/min:290.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:33.174 - timing_s/reward:1.001 - timing_s/old_log_prob:2.377 - timing_s/adv:0.001 - timing_s/update_actor:17.124 - timing_s/step:53.680 - timing_per_token_ms/update_actor:0.881 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.432 - perf/total_num_tokens:19431.000 - perf/time_per_step:53.680 - perf/throughput:45.247 - reward/mean:-0.186 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:190.844 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.186 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:190.844 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.186 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:190.844 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.186 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:190.844 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.186 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:190.844 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.186 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:190.844 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.186 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:190.844 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.186 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:190.844 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.186 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:190.844 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.186 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:190.844 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.186 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:190.844 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.186 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:190.844 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.186 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module fft4p (
(TaskRunner pid=16447)     input [7:0] x0, x0i, x1, x1i, x2, x2i, x3, x3i,
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     output reg [7:0] OP0, OP0i, OP1, OP1i, OP2, OP2i, OP3, OP3i
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign OP0 = x0 + x2;
(TaskRunner pid=16447) assign OP0i = x0i + x2i;
(TaskRunner pid=16447) assign OP1 = x1 + x3;
(TaskRunner pid=16447) assign OP1i = x1i + x3i;
(TaskRunner pid=16447) assign OP2 = x0 - x2;
(TaskRunner pid=16447) assign OP2i = x0i - x2i;
(TaskRunner pid=16447) assign OP3 = x1 - x3;
(TaskRunner pid=16447) assign OP3i = x1i - x3i;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk) {OP0, OP0i, OP1, OP1i, OP2, OP2i, OP3, OP3i} <= 
(TaskRunner pid=16447) {OP0, OP0i, OP1, OP1i, OP2, OP2i, OP3, OP3i};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['27d31ede-5867-45f6-8f95-7a9135450899', '4184089c-a398-4dd4-846a-aaa5262a479b', '49070742-3b40-487c-8007-8313840c4fd3', '5a9d1838-d877-444a-8c3b-3fd1e624d453', '7183f516-4ec9-4f16-84cf-91b7aed0bb1b', '98c618fa-94b0-4b38-a9c5-4b14b5078511', 'a7aad563-3e00-4e5c-ac57-266c4a8b28ce', 'fc5b02d5-9766-4054-83f1-0c9da67d5a77']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  37%|███▋      | 74/200 [41:09<1:40:58, 48.09s/it]
(TaskRunner pid=16447) step:73 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1437.000 - global_seqlen/max:7234.000 - global_seqlen/minmax_diff:5797.000 - global_seqlen/balanced_min:2910.000 - global_seqlen/balanced_max:3243.000 - global_seqlen/mean:3092.750 - actor/entropy:0.000 - actor/pg_loss:-0.335 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:5.948 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.560 - actor/lr:0.000 - critic/score/mean:-0.217 - critic/score/max:-0.056 - critic/score/min:-0.687 - critic/rewards/mean:-0.217 - critic/rewards/max:-0.056 - critic/rewards/min:-0.687 - critic/advantages/mean:-0.157 - critic/advantages/max:1.390 - critic/advantages/min:-1.452 - critic/returns/mean:-0.157 - critic/returns/max:1.390 - critic/returns/min:-1.452 - response_length/mean:222.188 - response_length/max:703.000 - response_length/min:57.000 - response_length/clip_ratio:0.000 - prompt_length/mean:551.000 - prompt_length/max:1190.000 - prompt_length/min:301.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:36.991 - timing_s/reward:0.960 - timing_s/old_log_prob:2.335 - timing_s/adv:0.001 - timing_s/update_actor:17.575 - timing_s/step:57.866 - timing_per_token_ms/update_actor:0.710 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.203 - perf/total_num_tokens:24742.000 - perf/time_per_step:57.866 - perf/throughput:53.447 - reward/mean:-0.217 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:222.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.217 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:222.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.217 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:222.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.217 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:222.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.217 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:222.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.217 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:222.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.217 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:222.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.217 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:222.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.217 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:222.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.217 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:222.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.217 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:222.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.217 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:222.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.217 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module PSGMasterVolumeControl (
(TaskRunner pid=16447)     input rst_i,
(TaskRunner pid=16447)     input clk_i,
(TaskRunner pid=16447)     input [15:0] i,
(TaskRunner pid=16447)     input [3:0] volume,
(TaskRunner pid=16447)     output reg [19:0] o
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk_i) begin
(TaskRunner pid=16447)     o <= rst_i ? 20'd0 : i * volume;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['23196cab-c5f4-4440-9fdb-aa5dd84ae477', '45e037de-0e0b-4a03-9d93-63e7ceb76afc', '51ef7c93-1eb6-459f-8bf5-b325b84ff46a', '7df07ff8-3a56-463e-8663-51e5c1b6c84c', '8fb125f7-2cf7-4c38-954a-7482a8f8c369', 'c347cf21-eb3c-42d9-8f28-c98ee2e412d6', 'e6e8eb76-59dc-4299-abf5-18537080de98', 'f0026fe2-24d1-48a4-99f5-903aa66e85d9']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  38%|███▊      | 75/200 [41:43<1:31:34, 43.95s/it]
(TaskRunner pid=16447) step:74 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1243.000 - global_seqlen/max:3602.000 - global_seqlen/minmax_diff:2359.000 - global_seqlen/balanced_min:1856.000 - global_seqlen/balanced_max:2072.000 - global_seqlen/mean:1982.875 - actor/entropy:0.000 - actor/pg_loss:-0.270 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:7.839 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.608 - actor/lr:0.000 - critic/score/mean:-0.120 - critic/score/max:-0.051 - critic/score/min:-0.300 - critic/rewards/mean:-0.120 - critic/rewards/max:-0.051 - critic/rewards/min:-0.300 - critic/advantages/mean:-0.155 - critic/advantages/max:1.224 - critic/advantages/min:-1.500 - critic/returns/mean:-0.155 - critic/returns/max:1.224 - critic/returns/min:-1.500 - response_length/mean:123.094 - response_length/max:307.000 - response_length/min:52.000 - response_length/clip_ratio:0.000 - prompt_length/mean:372.625 - prompt_length/max:621.000 - prompt_length/min:253.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.961 - timing_s/reward:0.924 - timing_s/old_log_prob:2.351 - timing_s/adv:0.001 - timing_s/update_actor:17.450 - timing_s/step:38.692 - timing_per_token_ms/update_actor:1.100 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.560 - perf/total_num_tokens:15863.000 - perf/time_per_step:38.692 - perf/throughput:51.248 - reward/mean:-0.120 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:123.094 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.120 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:123.094 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.120 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:123.094 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.120 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:123.094 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.120 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:123.094 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.120 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:123.094 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.120 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:123.094 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.120 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:123.094 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.120 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:123.094 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.120 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:123.094 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.120 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:123.094 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.120 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:123.094 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.120 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module input_control (
(TaskRunner pid=16447)     input [31:0] addr,
(TaskRunner pid=16447)     input [4:0] input1,
(TaskRunner pid=16447)     input [4:0] input2,
(TaskRunner pid=16447)     output [31:0] data_out
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign data_out = ((addr == 32'h000000a0) ? input1 :
(TaskRunner pid=16447)                    (addr == 32'h000000a4) ? input2 :
(TaskRunner pid=16447)                    5'b0) << 27;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['541e4f02-791a-46d4-bf80-7840ad2891df', '6c80c1a6-841c-465c-8529-5131a8d303b0', '84bb73e3-6866-4861-a456-75c339b37961', '9ecd05c8-6cf7-4262-aa27-7ff41092b8ec', 'ce8c48f1-013f-4ddf-a85d-487b3bc74071', 'd190bd7e-bb99-487e-8bc1-c3f157e85234', 'f50c0348-e552-4201-b59c-6a52fb4831fc', 'fd0a626d-2624-4f2d-b83d-060382470cd8']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  38%|███▊      | 76/200 [42:19<1:26:05, 41.66s/it]
(TaskRunner pid=16447) step:75 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1632.000 - global_seqlen/max:2595.000 - global_seqlen/minmax_diff:963.000 - global_seqlen/balanced_min:2078.000 - global_seqlen/balanced_max:2103.000 - global_seqlen/mean:2092.750 - actor/entropy:0.000 - actor/pg_loss:-0.366 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:6.222 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.582 - actor/lr:0.000 - critic/score/mean:-0.131 - critic/score/max:-0.072 - critic/score/min:-0.222 - critic/rewards/mean:-0.131 - critic/rewards/max:-0.072 - critic/rewards/min:-0.222 - critic/advantages/mean:-0.181 - critic/advantages/max:1.499 - critic/advantages/min:-1.471 - critic/returns/mean:-0.181 - critic/returns/max:1.499 - critic/returns/min:-1.471 - response_length/mean:134.562 - response_length/max:227.000 - response_length/min:74.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.625 - prompt_length/max:474.000 - prompt_length/min:270.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:14.325 - timing_s/reward:0.920 - timing_s/old_log_prob:2.341 - timing_s/adv:0.001 - timing_s/update_actor:16.697 - timing_s/step:34.286 - timing_per_token_ms/update_actor:0.997 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.327 - perf/total_num_tokens:16742.000 - perf/time_per_step:34.286 - perf/throughput:61.037 - reward/mean:-0.131 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:134.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.131 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:134.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.131 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:134.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.131 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:134.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.131 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:134.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.131 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:134.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.131 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:134.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.131 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:134.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.131 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:134.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.131 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:134.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.131 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:134.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.131 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:134.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.131 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module sr_nand(S, R, En, Q, not_Q);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) input S, R, En;
(TaskRunner pid=16447) output Q, not_Q;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign Q = ~( (S & En) & not_Q );
(TaskRunner pid=16447) assign not_Q = ~( (R & En) & Q );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2e901ff1-2964-437b-a0c5-44c2ded1f020', '5596f630-75b9-4c80-afdf-6173d5ea5a67', '6836c79e-83a1-4b1c-9d45-bd1b91448a4f', '6a39afcd-a331-42c3-ad2b-470d25052473', '7945c73d-9a17-474a-a9b8-1d155b7fbae4', 'a6bc9ff1-882f-4033-9d30-77187ce2e9bc', 'ea8affdd-5916-45f3-a073-9399a7c70dc1', 'fb7c0af3-1042-431d-bfd6-e303abe477c8']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  38%|███▊      | 77/200 [42:53<1:20:33, 39.30s/it]
(TaskRunner pid=16447) step:76 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1520.000 - global_seqlen/max:3225.000 - global_seqlen/minmax_diff:1705.000 - global_seqlen/balanced_min:2191.000 - global_seqlen/balanced_max:2257.000 - global_seqlen/mean:2216.875 - actor/entropy:0.000 - actor/pg_loss:-0.443 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:6.821 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.569 - actor/lr:0.000 - critic/score/mean:-0.131 - critic/score/max:-0.049 - critic/score/min:-0.241 - critic/rewards/mean:-0.131 - critic/rewards/max:-0.049 - critic/rewards/min:-0.241 - critic/advantages/mean:-0.128 - critic/advantages/max:1.424 - critic/advantages/min:-1.276 - critic/returns/mean:-0.128 - critic/returns/max:1.424 - critic/returns/min:-1.276 - response_length/mean:134.094 - response_length/max:247.000 - response_length/min:50.000 - response_length/clip_ratio:0.000 - prompt_length/mean:420.125 - prompt_length/max:628.000 - prompt_length/min:287.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:15.674 - timing_s/reward:0.969 - timing_s/old_log_prob:2.370 - timing_s/adv:0.001 - timing_s/update_actor:17.270 - timing_s/step:36.288 - timing_per_token_ms/update_actor:0.974 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.653 - perf/total_num_tokens:17735.000 - perf/time_per_step:36.288 - perf/throughput:61.090 - reward/mean:-0.131 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:134.094 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.131 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:134.094 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.131 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:134.094 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.131 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:134.094 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.131 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:134.094 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.131 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:134.094 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.131 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:134.094 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.131 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:134.094 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.131 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:134.094 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.131 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:134.094 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.131 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:134.094 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.131 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:134.094 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.131 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ctrl_latch(s, r, out);
(TaskRunner pid=16447) input s, r;
(TaskRunner pid=16447) output out;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign out = ~(r | out);
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1305ce09-04cd-47fb-92e1-9ff35ad7307d', '182c9824-3f73-4d84-bc9b-37c900599696', '2f361b68-a4f2-4861-abaf-7aa96055f05a', '40ce1906-de60-4125-9ed8-50b9380ee6e8', '6d69b63b-3fc9-45df-95c6-c4f19251d8a8', '94cd2439-9888-4b59-a154-71f189d44ffc', 'c4b2a68d-2aeb-4168-a6c8-41eb8ed715a5', 'f6d3d91c-91a9-488c-9028-b412375eae9b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  39%|███▉      | 78/200 [43:29<1:17:53, 38.31s/it]
(TaskRunner pid=16447) step:77 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1529.000 - global_seqlen/max:2408.000 - global_seqlen/minmax_diff:879.000 - global_seqlen/balanced_min:1944.000 - global_seqlen/balanced_max:1948.000 - global_seqlen/mean:1946.000 - actor/entropy:0.000 - actor/pg_loss:0.498 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:18.297 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.501 - actor/lr:0.000 - critic/score/mean:-0.112 - critic/score/max:-0.039 - critic/score/min:-0.189 - critic/rewards/mean:-0.112 - critic/rewards/max:-0.039 - critic/rewards/min:-0.189 - critic/advantages/mean:-0.130 - critic/advantages/max:1.390 - critic/advantages/min:-1.294 - critic/returns/mean:-0.130 - critic/returns/max:1.390 - critic/returns/min:-1.294 - response_length/mean:114.375 - response_length/max:194.000 - response_length/min:40.000 - response_length/clip_ratio:0.000 - prompt_length/mean:372.125 - prompt_length/max:453.000 - prompt_length/min:331.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:13.096 - timing_s/reward:0.957 - timing_s/old_log_prob:2.294 - timing_s/adv:0.001 - timing_s/update_actor:17.416 - timing_s/step:33.768 - timing_per_token_ms/update_actor:1.119 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.578 - perf/total_num_tokens:15568.000 - perf/time_per_step:33.768 - perf/throughput:57.629 - reward/mean:-0.112 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:114.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.112 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:114.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.112 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:114.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.112 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:114.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.112 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:114.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.112 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:114.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.112 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:114.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.112 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:114.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.112 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:114.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.112 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:114.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.112 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:114.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.112 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:114.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.112 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module IFID_register (
(TaskRunner pid=16447)     input clk_i,
(TaskRunner pid=16447)     input rst_i,
(TaskRunner pid=16447)     input flush,
(TaskRunner pid=16447)     input IFID_write,
(TaskRunner pid=16447)     input [31:0] address_i,
(TaskRunner pid=16447)     input [31:0] instr_i,
(TaskRunner pid=16447)     input [31:0] pc_add4_i,
(TaskRunner pid=16447)     output [31:0] address_o,
(TaskRunner pid=16447)     output [31:0] instr_o,
(TaskRunner pid=16447)     output [31:0] pc_add4_o
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign address_o = (rst_i || flush) ? 32'h0 : IFID_write ? address_i : 32'h0;
(TaskRunner pid=16447) assign instr_o   = (rst_i || flush) ? 32'h00000023 : IFID_write ? instr_i : 32'h0;
(TaskRunner pid=16447) assign pc_add4_o = (rst_i || flush) ? 32'h0 : IFID_write ? pc_add4_i : 32'h0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0849a837-680a-4693-91c5-904d160c7ec3', '2a625200-ae5a-48f7-9094-4590aa4cf136', '33eb5459-78c0-436b-9b69-a1782b5e8658', '4138a001-d284-461d-95b4-1de59a4416a6', '638da4c2-ebec-4443-b63b-6b9c490e31ff', '89f343e6-cfbe-49be-8ef9-4cef037431a1', '8db25f89-1fab-418b-855b-155ca8eaf30d', 'b55d9f8d-4d1c-4727-8319-69b7cefc2fc8']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  40%|███▉      | 79/200 [44:10<1:18:39, 39.01s/it]
(TaskRunner pid=16447) step:78 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1277.000 - global_seqlen/max:2884.000 - global_seqlen/minmax_diff:1607.000 - global_seqlen/balanced_min:2015.000 - global_seqlen/balanced_max:2059.000 - global_seqlen/mean:2033.875 - actor/entropy:0.000 - actor/pg_loss:-0.991 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:7.267 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.552 - actor/lr:0.000 - critic/score/mean:-0.120 - critic/score/max:-0.049 - critic/score/min:-0.255 - critic/rewards/mean:-0.120 - critic/rewards/max:-0.049 - critic/rewards/min:-0.255 - critic/advantages/mean:-0.214 - critic/advantages/max:1.500 - critic/advantages/min:-1.488 - critic/returns/mean:-0.214 - critic/returns/max:1.500 - critic/returns/min:-1.488 - response_length/mean:123.344 - response_length/max:261.000 - response_length/min:50.000 - response_length/clip_ratio:0.000 - prompt_length/mean:385.125 - prompt_length/max:520.000 - prompt_length/min:265.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:15.974 - timing_s/reward:0.935 - timing_s/old_log_prob:2.348 - timing_s/adv:0.001 - timing_s/update_actor:16.714 - timing_s/step:35.976 - timing_per_token_ms/update_actor:1.027 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.047 - perf/total_num_tokens:16271.000 - perf/time_per_step:35.976 - perf/throughput:56.534 - reward/mean:-0.120 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:123.344 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.120 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:123.344 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.120 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:123.344 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.120 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:123.344 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.120 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:123.344 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.120 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:123.344 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.120 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:123.344 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.120 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:123.344 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.120 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:123.344 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.120 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:123.344 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.120 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:123.344 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.120 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:123.344 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.120 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ClrOrInv (
(TaskRunner pid=16447)     input [11:0] IN,
(TaskRunner pid=16447)     input CLR,
(TaskRunner pid=16447)     input [11:0] DOR,
(TaskRunner pid=16447)     input INV,
(TaskRunner pid=16447)     output [11:0] OUT
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign OUT = CLR ? 12'b0 : (IN | DOR);
(TaskRunner pid=16447) assign OUT = INV ? ~OUT : OUT;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ClrOrInv (
(TaskRunner pid=16447)     input [11:0] IN,
(TaskRunner pid=16447)     input CLR,
(TaskRunner pid=16447)     input [11:0] DOR,
(TaskRunner pid=16447)     input INV,
(TaskRunner pid=16447)     output [11:0] OUT
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign OUT = INV ? ~(CLR ? 12'b0 : (IN | DOR)) : (CLR ? 12'b0 : (IN | DOR));
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  40%|████      | 80/200 [44:45<1:15:51, 37.93s/it]
(TaskRunner pid=16447) Zero correct indices: ['18c7086b-3505-43de-af31-38e6878f9427', '344d9789-1d9c-4154-a01a-97840bbd585b', '5036dc7d-2b44-4a09-a9e7-74b29567c3fb', '5f49d2d8-2437-454b-8068-e54e410a0f3c', '67b71030-5a9f-4a59-8d88-b1aa8510b02a', '6eaedaae-ba3f-4c8e-ba40-669d997b1ea5', 'dbb0d6fb-05a6-4373-a35c-85d9243a0bce', 'ef1f91eb-fc1b-407b-8a40-6dceebd1b626']
(TaskRunner pid=16447) step:79 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1361.000 - global_seqlen/max:4181.000 - global_seqlen/minmax_diff:2820.000 - global_seqlen/balanced_min:1946.000 - global_seqlen/balanced_max:2286.000 - global_seqlen/mean:2097.500 - actor/entropy:0.000 - actor/pg_loss:-0.288 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:7.293 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.125 - perf/cpu_memory_used_gb:251.593 - actor/lr:0.000 - critic/score/mean:-0.114 - critic/score/max:-0.040 - critic/score/min:-0.330 - critic/rewards/mean:-0.114 - critic/rewards/max:-0.040 - critic/rewards/min:-0.330 - critic/advantages/mean:-0.116 - critic/advantages/max:1.299 - critic/advantages/min:-1.497 - critic/returns/mean:-0.116 - critic/returns/max:1.299 - critic/returns/min:-1.497 - response_length/mean:116.375 - response_length/max:338.000 - response_length/min:41.000 - response_length/clip_ratio:0.000 - prompt_length/mean:408.000 - prompt_length/max:754.000 - prompt_length/min:290.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:20.032 - timing_s/reward:1.001 - timing_s/old_log_prob:2.322 - timing_s/adv:0.001 - timing_s/update_actor:17.245 - timing_s/step:40.605 - timing_per_token_ms/update_actor:1.028 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.379 - perf/total_num_tokens:16780.000 - perf/time_per_step:40.605 - perf/throughput:51.656 - reward/mean:-0.114 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:116.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.114 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:116.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.114 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:116.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.114 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:116.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.114 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:116.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.114 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:116.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.114 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:116.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.114 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:116.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.114 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:116.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.114 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:116.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.114 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:116.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.114 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:116.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.114 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module x_pos (
(TaskRunner pid=16447)   input sys_clk,
(TaskRunner pid=16447)   input reset,
(TaskRunner pid=16447)   output co1,
(TaskRunner pid=16447)   output [9:0] x_pos
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign x_pos = $state - 10'd248;
(TaskRunner pid=16447) assign co1 = ( $state == 79 ) || ( $state == 247 ) || ( $state == 1047 ) || ( $state == 1063 );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge sys_clk) begin
(TaskRunner pid=16447)   $state <= reset ? 0 : ( $state == 1063 ) ? 0 : $state + 1;
(TaskRunner pid=16447) end
(TaskRunner pid=16447) 
(TaskRunner pid=16447) initial $state = 0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  40%|████      | 81/200 [45:23<1:15:16, 37.95s/it]
(TaskRunner pid=16447) Zero correct indices: ['001ce2bf-8e23-48e2-ae94-6c3bade80221', '0953e9ae-71d9-4fdc-b1e8-69685b8667d7', '3b84bb42-3eb9-4d75-9a38-6281e74f122b', '6cc7c9f7-cfd9-481d-8505-351590b80d9e', '7c868928-fd4b-473f-b8d5-eeecac7ed396', 'a52a6a95-e59c-4682-b0d6-4b6301dac773', 'd175f15b-6173-4abf-a831-dc05aaeb6a79', 'dc9a5787-3798-41f3-be7e-963e79a9b5dd']
(TaskRunner pid=16447) step:80 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1497.000 - global_seqlen/max:2600.000 - global_seqlen/minmax_diff:1103.000 - global_seqlen/balanced_min:1892.000 - global_seqlen/balanced_max:1917.000 - global_seqlen/mean:1902.500 - actor/entropy:0.000 - actor/pg_loss:-0.419 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:8.581 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.581 - actor/lr:0.000 - critic/score/mean:-0.108 - critic/score/max:-0.044 - critic/score/min:-0.238 - critic/rewards/mean:-0.108 - critic/rewards/max:-0.044 - critic/rewards/min:-0.238 - critic/advantages/mean:-0.114 - critic/advantages/max:1.464 - critic/advantages/min:-1.424 - critic/returns/mean:-0.114 - critic/returns/max:1.464 - critic/returns/min:-1.424 - response_length/mean:110.125 - response_length/max:244.000 - response_length/min:45.000 - response_length/clip_ratio:0.000 - prompt_length/mean:365.500 - prompt_length/max:500.000 - prompt_length/min:298.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:14.691 - timing_s/reward:0.921 - timing_s/old_log_prob:2.357 - timing_s/adv:0.001 - timing_s/update_actor:17.407 - timing_s/step:35.382 - timing_per_token_ms/update_actor:1.144 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.169 - perf/total_num_tokens:15220.000 - perf/time_per_step:35.382 - perf/throughput:53.771 - reward/mean:-0.108 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:110.125 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.108 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:110.125 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.108 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:110.125 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.108 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:110.125 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.108 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:110.125 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.108 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:110.125 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.108 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:110.125 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.108 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:110.125 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.108 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:110.125 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.108 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:110.125 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.108 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:110.125 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.108 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:110.125 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.108 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ram_rw (
(TaskRunner pid=16447)     input sys_clk,
(TaskRunner pid=16447)     input sys_rst_n,
(TaskRunner pid=16447)     output ram_en,
(TaskRunner pid=16447)     output ram_we,
(TaskRunner pid=16447)     output [4:0] ram_addr,
(TaskRunner pid=16447)     output [7:0] ram_wdata
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign ram_en = sys_rst_n;
(TaskRunner pid=16447) assign ram_we = ~sys_rst_n & sys_clk;
(TaskRunner pid=16447) assign ram_addr = sys_rst_n ? 0 : (sys_clk ? ram_addr + 1 : ram_addr);
(TaskRunner pid=16447) assign ram_wdata = sys_rst_n ? 0 : (sys_clk ? ram_wdata + 1 : ram_wdata);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  41%|████      | 82/200 [46:06<1:17:25, 39.37s/it]
(TaskRunner pid=16447) Zero correct indices: ['066b9069-4f05-4fe3-966b-fd222acad581', '2357e3a2-1055-4329-854a-3699f30becec', '385e58e5-7ad9-4edf-932f-614a988f4ea5', '4574144d-1a51-4a35-b55e-4eacb1be4aee', '5a2d456a-b1b2-43a9-8a73-d83e7096e869', '893e2942-b31f-417b-8d68-4f8536781864', 'c4435c78-4908-47f6-bc5d-d1599faa1ea8', 'fb57f0a9-9c26-47f3-b32c-e11b861ace6f']
(TaskRunner pid=16447) step:81 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1503.000 - global_seqlen/max:4109.000 - global_seqlen/minmax_diff:2606.000 - global_seqlen/balanced_min:2331.000 - global_seqlen/balanced_max:2505.000 - global_seqlen/mean:2414.375 - actor/entropy:0.000 - actor/pg_loss:-0.063 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:7.776 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.608 - actor/lr:0.000 - critic/score/mean:-0.130 - critic/score/max:-0.053 - critic/score/min:-0.305 - critic/rewards/mean:-0.130 - critic/rewards/max:-0.053 - critic/rewards/min:-0.305 - critic/advantages/mean:-0.096 - critic/advantages/max:1.172 - critic/advantages/min:-1.499 - critic/returns/mean:-0.096 - critic/returns/max:1.172 - critic/returns/min:-1.499 - response_length/mean:132.719 - response_length/max:312.000 - response_length/min:54.000 - response_length/clip_ratio:0.000 - prompt_length/mean:470.875 - prompt_length/max:724.000 - prompt_length/min:305.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.578 - timing_s/reward:0.966 - timing_s/old_log_prob:2.321 - timing_s/adv:0.001 - timing_s/update_actor:17.105 - timing_s/step:37.975 - timing_per_token_ms/update_actor:0.886 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.139 - perf/total_num_tokens:19315.000 - perf/time_per_step:37.975 - perf/throughput:63.578 - reward/mean:-0.130 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:132.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.130 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:132.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.130 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:132.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.130 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:132.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.130 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:132.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.130 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:132.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.130 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:132.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.130 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:132.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.130 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:132.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.130 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:132.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.130 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:132.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.130 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:132.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.130 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module pipe_rca4(
(TaskRunner pid=16447)     input [3:0] A, B,
(TaskRunner pid=16447)     input Cin, Clk,
(TaskRunner pid=16447)     output [3:0] Sum,
(TaskRunner pid=16447)     output Cout
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {Cout, Sum} = A + B + Cin;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0761e96f-7426-4336-9173-b1f553a1a7a1', '163be803-ca9b-4d7d-b490-566fbb816a75', '173668e9-c937-490d-b64e-c330381b36b2', '2bfcef11-566c-4022-b625-48781d34c9e7', '3d448179-130a-4dea-985a-2a25c386d5f3', '88189358-86e8-4cdf-99be-72f32de019d4', 'd463c12a-9a91-4b7d-9131-cddee49add3a', 'db95a56a-e341-4c3f-93e5-cbc112db9d15']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  42%|████▏     | 83/200 [46:48<1:18:36, 40.31s/it]
(TaskRunner pid=16447) step:82 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1842.000 - global_seqlen/max:3137.000 - global_seqlen/minmax_diff:1295.000 - global_seqlen/balanced_min:2239.000 - global_seqlen/balanced_max:2391.000 - global_seqlen/mean:2319.500 - actor/entropy:0.000 - actor/pg_loss:-0.855 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:6.332 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.549 - actor/lr:0.000 - critic/score/mean:-0.154 - critic/score/max:-0.064 - critic/score/min:-0.376 - critic/rewards/mean:-0.154 - critic/rewards/max:-0.064 - critic/rewards/min:-0.376 - critic/advantages/mean:-0.129 - critic/advantages/max:1.467 - critic/advantages/min:-1.453 - critic/returns/mean:-0.129 - critic/returns/max:1.467 - critic/returns/min:-1.453 - response_length/mean:157.625 - response_length/max:385.000 - response_length/min:66.000 - response_length/clip_ratio:0.000 - prompt_length/mean:422.250 - prompt_length/max:490.000 - prompt_length/min:375.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:21.823 - timing_s/reward:0.919 - timing_s/old_log_prob:2.340 - timing_s/adv:0.001 - timing_s/update_actor:17.578 - timing_s/step:42.664 - timing_per_token_ms/update_actor:0.947 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.326 - perf/total_num_tokens:18556.000 - perf/time_per_step:42.664 - perf/throughput:54.366 - reward/mean:-0.154 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:157.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.154 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:157.625 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.154 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:157.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.154 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:157.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.154 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:157.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.154 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:157.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.154 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:157.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.154 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:157.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.154 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:157.625 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.154 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:157.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.154 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:157.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.154 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:157.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.154 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module mixcolumn (
(TaskRunner pid=16447)     input [127:0] shifted,
(TaskRunner pid=16447)     output [127:0] mixed
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign mixed = { 
(TaskRunner pid=16447)     mixcolumn32(shifted[127:96]),
(TaskRunner pid=16447)     mixcolumn32(shifted[95:64]),
(TaskRunner pid=16447)     mixcolumn32(shifted[63:32]),
(TaskRunner pid=16447)     mixcolumn32(shifted[31:0])
(TaskRunner pid=16447) };
(TaskRunner pid=16447) 
(TaskRunner pid=16447) function [31:0] mixcolumn32;
(TaskRunner pid=16447) input [31:0] col;
(TaskRunner pid=16447) assign mixcolumn32 = {
(TaskRunner pid=16447)     ((8'h02 & col[31:24]) ^ (8'h03 & col[23:16])) ^ (col[15:8] & 8'h01) ^ (col[7:0] & 8'h01),
(TaskRunner pid=16447)     ((8'h02 & col[23:16]) ^ (8'h03 & col[15:8])) ^ (col[7:0] & 8'h01) ^ (col[31:24] & 8'h01),
(TaskRunner pid=16447)     ((8'h02 & col[15:8]) ^ (8'h03 & col[7:0])) ^ (col[31:24] & 8'h01) ^ (col[23:16] & 8'h01),
(TaskRunner pid=16447)     ((8'h02 & col[7:0]) ^ (8'h03 & col[31:24])) ^ (col[23:16] & 8'h01) ^ (col[15:8] & 8'h01)
(TaskRunner pid=16447) };
(TaskRunner pid=16447) endfunction
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  42%|████▏     | 84/200 [47:27<1:17:01, 39.84s/it]
(TaskRunner pid=16447) Zero correct indices: ['04231d1b-8d0d-4e41-aa9f-e43a7f7ef61e', '1009201e-7857-4af4-bc78-3766a84d9d24', '43dfc061-7f71-4688-997a-700f3fede1c2', '6d316bcc-5e80-434b-885b-7afd319bf713', '8033cf59-d01a-4e0a-b6c3-a5fddc4cc6ae', '85955b2c-d029-4534-bce7-02cff944e0b4', '86bd4f46-e005-4c54-b177-78211a294fdd', '93d1bfa7-c902-423a-8add-64a55f559034']
(TaskRunner pid=16447) step:83 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1463.000 - global_seqlen/max:2522.000 - global_seqlen/minmax_diff:1059.000 - global_seqlen/balanced_min:1724.000 - global_seqlen/balanced_max:1835.000 - global_seqlen/mean:1764.875 - actor/entropy:0.000 - actor/pg_loss:-0.319 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:8.989 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.584 - actor/lr:0.000 - critic/score/mean:-0.102 - critic/score/max:-0.039 - critic/score/min:-0.384 - critic/rewards/mean:-0.102 - critic/rewards/max:-0.039 - critic/rewards/min:-0.384 - critic/advantages/mean:-0.167 - critic/advantages/max:1.235 - critic/advantages/min:-1.460 - critic/returns/mean:-0.167 - critic/returns/max:1.235 - critic/returns/min:-1.460 - response_length/mean:104.344 - response_length/max:393.000 - response_length/min:40.000 - response_length/clip_ratio:0.000 - prompt_length/mean:336.875 - prompt_length/max:510.000 - prompt_length/min:291.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:22.005 - timing_s/reward:0.884 - timing_s/old_log_prob:2.343 - timing_s/adv:0.001 - timing_s/update_actor:17.253 - timing_s/step:42.489 - timing_per_token_ms/update_actor:1.222 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.590 - perf/total_num_tokens:14119.000 - perf/time_per_step:42.489 - perf/throughput:41.537 - reward/mean:-0.102 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:104.344 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.102 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:104.344 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.102 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:104.344 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.102 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:104.344 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.102 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:104.344 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.102 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:104.344 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.102 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:104.344 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.102 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:104.344 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.102 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:104.344 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.102 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:104.344 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.102 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:104.344 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.102 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:104.344 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.102 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module mux2x1 (input [1:0] din, input sel, output dout);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) bufif0 (dout, din[0], sel);
(TaskRunner pid=16447) bufif1 (dout, din[1], sel);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['001751e6-e5f7-4c04-94d3-272423b9b3f5', '310bb8fc-afae-4f31-a051-cbfeb428b644', '32fae349-f7bb-46e2-a5d1-4f5ff2e2f512', '5fbda192-697f-4675-9af3-255a5989c09e', '61b06ac3-e2d4-4ac7-bf73-19e8edc8e487', 'e20ff2d9-f1e2-4b79-a605-9004f71ef093', 'e6f6daf1-4818-48ea-9343-0426760a4293', 'fe0368f6-aff3-4ef4-b0cf-98f043d27392']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  42%|████▎     | 85/200 [48:32<1:30:43, 47.33s/it]
(TaskRunner pid=16447) step:84 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1409.000 - global_seqlen/max:2617.000 - global_seqlen/minmax_diff:1208.000 - global_seqlen/balanced_min:1893.000 - global_seqlen/balanced_max:1986.000 - global_seqlen/mean:1915.375 - actor/entropy:0.000 - actor/pg_loss:0.025 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:17.326 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.543 - actor/lr:0.000 - critic/score/mean:-0.092 - critic/score/max:-0.034 - critic/score/min:-0.313 - critic/rewards/mean:-0.092 - critic/rewards/max:-0.034 - critic/rewards/min:-0.313 - critic/advantages/mean:-0.260 - critic/advantages/max:1.224 - critic/advantages/min:-1.452 - critic/returns/mean:-0.260 - critic/returns/max:1.224 - critic/returns/min:-1.452 - response_length/mean:93.844 - response_length/max:321.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:385.000 - prompt_length/max:514.000 - prompt_length/min:305.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:18.403 - timing_s/reward:0.884 - timing_s/old_log_prob:2.332 - timing_s/adv:0.001 - timing_s/update_actor:17.104 - timing_s/step:38.727 - timing_per_token_ms/update_actor:1.116 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.128 - perf/total_num_tokens:15323.000 - perf/time_per_step:38.727 - perf/throughput:49.458 - reward/mean:-0.092 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:93.844 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.092 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:93.844 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.092 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:93.844 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.092 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:93.844 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.092 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:93.844 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.092 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:93.844 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.092 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:93.844 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.092 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:93.844 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.092 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:93.844 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.092 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:93.844 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.092 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:93.844 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.092 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:93.844 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.092 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module signedMultiplier8 (
(TaskRunner pid=16447)     input clk,
(TaskRunner pid=16447)     input signed [7:0] a,
(TaskRunner pid=16447)     input signed [7:0] b,
(TaskRunner pid=16447)     output reg signed [15:0] c
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign c = a * b;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) always @(posedge clk)
(TaskRunner pid=16447)     c <= $signed(c);
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['5bf65099-3825-4e19-9fe8-e1e1647f61c0', '96439451-f528-465a-9ba5-3000b11e6291', 'a2d53773-9da4-4b70-9e71-566d2b2f5fe6', 'a5e903ee-3e3f-475e-891e-382ce66e5b3e', 'c703821b-7b46-473a-8711-62c064bbceea', 'd4babbac-db2c-425e-bbd8-34d870a566df', 'f0af8284-8585-459c-ab3b-c0f319a77c92', 'fe192486-0b50-4d65-9410-bd24c3129bfa']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  43%|████▎     | 86/200 [49:09<1:24:19, 44.38s/it]
(TaskRunner pid=16447) step:85 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1434.000 - global_seqlen/max:3656.000 - global_seqlen/minmax_diff:2222.000 - global_seqlen/balanced_min:2030.000 - global_seqlen/balanced_max:2241.000 - global_seqlen/mean:2117.875 - actor/entropy:0.000 - actor/pg_loss:-0.110 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:11.254 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.544 - actor/lr:0.000 - critic/score/mean:-0.143 - critic/score/max:-0.049 - critic/score/min:-0.833 - critic/rewards/mean:-0.143 - critic/rewards/max:-0.049 - critic/rewards/min:-0.833 - critic/advantages/mean:-0.344 - critic/advantages/max:1.498 - critic/advantages/min:-1.500 - critic/returns/mean:-0.344 - critic/returns/max:1.498 - critic/returns/min:-1.500 - response_length/mean:145.969 - response_length/max:853.000 - response_length/min:50.000 - response_length/clip_ratio:0.000 - prompt_length/mean:383.500 - prompt_length/max:562.000 - prompt_length/min:253.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:44.376 - timing_s/reward:0.862 - timing_s/old_log_prob:2.308 - timing_s/adv:0.001 - timing_s/update_actor:17.237 - timing_s/step:64.788 - timing_per_token_ms/update_actor:1.017 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.500 - perf/total_num_tokens:16943.000 - perf/time_per_step:64.788 - perf/throughput:32.689 - reward/mean:-0.143 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:145.969 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.143 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:145.969 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.143 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:145.969 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.143 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:145.969 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.143 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:145.969 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.143 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:145.969 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.143 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:145.969 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.143 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:145.969 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.143 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:145.969 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.143 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:145.969 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.143 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:145.969 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.143 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:145.969 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.143 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module USR (
(TaskRunner pid=16447)     input [4:0] PI,
(TaskRunner pid=16447)     input [1:0] sel,
(TaskRunner pid=16447)     input clk, rst,
(TaskRunner pid=16447)     input SI,
(TaskRunner pid=16447)     output [4:0] PO,
(TaskRunner pid=16447)     output SO
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign PO = rst ? 5'b0 : (sel == 2'b11) ? PI :
(TaskRunner pid=16447)                sel[1] ? {SI, PO[4:1]} : PO >> 1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign SO = sel[1] ? PO[0] : PO[4];
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2a427b4b-5d6c-4044-877a-05f40a229eab', '6629e1dc-2e74-4dac-b8b5-6e2a888c4d4b', '9b8b293d-1dad-413f-a440-e61452c0fc9e', 'a8b4d80f-ef26-4a90-8948-d90ee0ce8091', 'bceac419-7ffd-400c-9a04-69a929fb58e5', 'c20cf11f-4cb0-44ba-b3fe-10bc67b3f38d', 'c39b957e-dc76-4506-962e-f748874dbebd', 'e4ed82f6-2fcc-44fa-8698-c1d47d8c8337']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  44%|████▎     | 87/200 [49:44<1:17:57, 41.39s/it]
(TaskRunner pid=16447) step:86 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1403.000 - global_seqlen/max:4374.000 - global_seqlen/minmax_diff:2971.000 - global_seqlen/balanced_min:2119.000 - global_seqlen/balanced_max:2353.000 - global_seqlen/mean:2213.000 - actor/entropy:0.000 - actor/pg_loss:-0.325 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:14.785 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.608 - actor/lr:0.000 - critic/score/mean:-0.096 - critic/score/max:-0.043 - critic/score/min:-0.261 - critic/rewards/mean:-0.096 - critic/rewards/max:-0.043 - critic/rewards/min:-0.261 - critic/advantages/mean:-0.137 - critic/advantages/max:1.349 - critic/advantages/min:-1.468 - critic/returns/mean:-0.137 - critic/returns/max:1.349 - critic/returns/min:-1.468 - response_length/mean:98.375 - response_length/max:267.000 - response_length/min:44.000 - response_length/clip_ratio:0.000 - prompt_length/mean:454.875 - prompt_length/max:899.000 - prompt_length/min:296.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:16.862 - timing_s/reward:0.905 - timing_s/old_log_prob:2.332 - timing_s/adv:0.001 - timing_s/update_actor:17.363 - timing_s/step:37.468 - timing_per_token_ms/update_actor:0.981 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.356 - perf/total_num_tokens:17704.000 - perf/time_per_step:37.468 - perf/throughput:59.064 - reward/mean:-0.096 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:98.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.096 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:98.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.096 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:98.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.096 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:98.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.096 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:98.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.096 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:98.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.096 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:98.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.096 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:98.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.096 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:98.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.096 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:98.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.096 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:98.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.096 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:98.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.096 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Immed_Gen (
(TaskRunner pid=16447)     input [31:0] ir,
(TaskRunner pid=16447)     output [31:0] u_type, s_type, i_type, j_type, b_type
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign u_type = {ir[31:12], 12'b0};
(TaskRunner pid=16447) assign s_type = {{20{ir[31]}}, ir[31:25], ir[11:7]};
(TaskRunner pid=16447) assign i_type = {{20{ir[31]}}, ir[31:20]};
(TaskRunner pid=16447) assign j_type = {{12{ir[31]}}, ir[31], ir[19:12], ir[20], ir[30:21]};
(TaskRunner pid=16447) assign b_type = {{19{ir[31]}}, ir[31], ir[7], ir[30:25], ir[11:8], 1'b0};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2c414662-793f-4a9a-b6b6-6120bbb1943a', '35f533c5-9ac1-4e70-8ce8-e79e869d0f08', '49889800-b7ef-4107-bccf-47f60c997cb8', '818e4e16-b7a2-41a9-bf12-eaf9dde523d9', 'c1e6f7ae-5c0f-4484-9b6f-94dd0a930930', 'c77c1d3e-50ce-46b5-ab00-50e50c29ccb1', 'c95d1994-3cfc-4860-b43c-b74d9f487248', 'da56800e-9c27-4143-b73b-2446e0eaeb3a']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  44%|████▍     | 88/200 [50:55<1:34:08, 50.43s/it]
(TaskRunner pid=16447) step:87 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1496.000 - global_seqlen/max:4027.000 - global_seqlen/minmax_diff:2531.000 - global_seqlen/balanced_min:1966.000 - global_seqlen/balanced_max:2264.000 - global_seqlen/mean:2111.875 - actor/entropy:0.000 - actor/pg_loss:-0.130 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:14.288 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.638 - actor/lr:0.000 - critic/score/mean:-0.098 - critic/score/max:-0.038 - critic/score/min:-0.233 - critic/rewards/mean:-0.098 - critic/rewards/max:-0.038 - critic/rewards/min:-0.233 - critic/advantages/mean:-0.131 - critic/advantages/max:0.987 - critic/advantages/min:-1.500 - critic/returns/mean:-0.131 - critic/returns/max:0.987 - critic/returns/min:-1.500 - response_length/mean:100.094 - response_length/max:239.000 - response_length/min:39.000 - response_length/clip_ratio:0.000 - prompt_length/mean:427.875 - prompt_length/max:798.000 - prompt_length/min:314.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:14.171 - timing_s/reward:0.897 - timing_s/old_log_prob:2.286 - timing_s/adv:0.001 - timing_s/update_actor:17.031 - timing_s/step:34.390 - timing_per_token_ms/update_actor:1.008 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.424 - perf/total_num_tokens:16895.000 - perf/time_per_step:34.390 - perf/throughput:61.409 - reward/mean:-0.098 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:100.094 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.098 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:100.094 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.098 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:100.094 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.098 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:100.094 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.098 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:100.094 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.098 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:100.094 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.098 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:100.094 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.098 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:100.094 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.098 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:100.094 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.098 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:100.094 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.098 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:100.094 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.098 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:100.094 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.098 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module D_pos_edge_gate (D, clk, Q, Qn);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign Q = clk & D;
(TaskRunner pid=16447) assign Qn = clk & ~D;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['007831b9-741f-4b19-b9f3-7b2b811df130', '495e3506-6913-44bc-9136-88d7a473bcae', '5630da2b-3f50-4d59-ac47-0b9c9bf171b0', '572c2b97-c012-43e3-b00b-98aa5b0b6ce2', '61f863ef-49c6-4d52-97d5-2b106d3037ce', '7b59da55-09fb-4380-bc87-f154b118e2f8', '8b417713-36b8-47f6-ab11-2e6b62e8e4e1', '908046bf-8e93-4849-ab47-834fcd354426']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  44%|████▍     | 89/200 [51:29<1:24:18, 45.58s/it]
(TaskRunner pid=16447) step:88 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1434.000 - global_seqlen/max:3264.000 - global_seqlen/minmax_diff:1830.000 - global_seqlen/balanced_min:1963.000 - global_seqlen/balanced_max:2646.000 - global_seqlen/mean:2150.000 - actor/entropy:0.000 - actor/pg_loss:-0.246 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:11.001 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.665 - actor/lr:0.000 - critic/score/mean:-0.127 - critic/score/max:-0.044 - critic/score/min:-1.000 - critic/rewards/mean:-0.127 - critic/rewards/max:-0.044 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.379 - critic/advantages/max:1.500 - critic/advantages/min:-1.500 - critic/returns/mean:-0.379 - critic/returns/max:1.500 - critic/returns/min:-1.500 - response_length/mean:130.375 - response_length/max:1024.000 - response_length/min:45.000 - response_length/clip_ratio:0.031 - prompt_length/mean:407.125 - prompt_length/max:654.000 - prompt_length/min:307.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:50.795 - timing_s/reward:0.907 - timing_s/old_log_prob:2.371 - timing_s/adv:0.001 - timing_s/update_actor:17.424 - timing_s/step:71.502 - timing_per_token_ms/update_actor:1.013 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.175 - perf/total_num_tokens:17200.000 - perf/time_per_step:71.502 - perf/throughput:30.069 - reward/mean:-0.127 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:130.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.127 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:130.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.127 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:130.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.127 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:130.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.127 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:130.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.127 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:130.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.127 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:130.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.127 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:130.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.127 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:130.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.127 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:130.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.127 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:130.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.127 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:130.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.127 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module RegisterFile (
(TaskRunner pid=16447)     input         rst_n,
(TaskRunner pid=16447)     input  [4:0]  read_addr1, read_addr2,
(TaskRunner pid=16447)     input         regWrite,
(TaskRunner pid=16447)     input  [4:0]  write_addr,
(TaskRunner pid=16447)     input  [31:0] write_data,
(TaskRunner pid=16447)     output [31:0] read_data1, read_data2
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign read_data1 = rst_n ? regfile[read_addr1] : 0;
(TaskRunner pid=16447) assign read_data2 = rst_n ? regfile[read_addr2] : 0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign regfile = rst_n ? {32{1'b0}} : regfile + (regWrite & write_addr);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['080499fb-b12e-4b5e-a67a-2af95ed4e82c', '16451b17-f8b1-4af6-8d60-c8932bbb57d3', '16a598ef-98b1-411f-a580-5c32825293b5', '63deb913-4165-40f5-a5e3-b4e659dc9d96', '8cb4d39f-115f-4246-8c9a-8a44b4af286a', 'c0b8e5ab-e753-4285-9b9a-c25116502f65', 'd1383eca-f08a-458f-b43e-2043917a4bb7', 'dcbea6a1-071f-494e-a659-88b18cc45204']
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  45%|████▌     | 90/200 [53:03<1:50:02, 60.03s/it]
(TaskRunner pid=16447) step:89 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1379.000 - global_seqlen/max:2697.000 - global_seqlen/minmax_diff:1318.000 - global_seqlen/balanced_min:1918.000 - global_seqlen/balanced_max:1946.000 - global_seqlen/mean:1926.125 - actor/entropy:0.000 - actor/pg_loss:-0.968 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:13.679 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.587 - actor/lr:0.000 - critic/score/mean:-0.103 - critic/score/max:-0.049 - critic/score/min:-0.210 - critic/rewards/mean:-0.103 - critic/rewards/max:-0.049 - critic/rewards/min:-0.210 - critic/advantages/mean:-0.102 - critic/advantages/max:1.478 - critic/advantages/min:-1.493 - critic/returns/mean:-0.102 - critic/returns/max:1.478 - critic/returns/min:-1.493 - response_length/mean:105.281 - response_length/max:215.000 - response_length/min:50.000 - response_length/clip_ratio:0.000 - prompt_length/mean:376.250 - prompt_length/max:511.000 - prompt_length/min:280.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:13.904 - timing_s/reward:0.884 - timing_s/old_log_prob:2.341 - timing_s/adv:0.001 - timing_s/update_actor:17.084 - timing_s/step:34.219 - timing_per_token_ms/update_actor:1.109 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.127 - perf/total_num_tokens:15409.000 - perf/time_per_step:34.219 - perf/throughput:56.289 - reward/mean:-0.103 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:4.000 - reflection/with_length_mean:163.250 - reflection/without_length_mean:97.000 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.159 - reflection/without_reward_mean:-0.095 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:105.281 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.103 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:105.281 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.103 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:105.281 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.103 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:105.281 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.103 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:105.281 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.103 - reflection_wait/word_wait_frequency:4.000 - reflection_wait/with_wait_length_mean:163.250 - reflection_wait/without_wait_length_mean:97.000 - reflection_wait/with_wait_correct_ratio:0.000 - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:-0.159 - reflection_wait/without_wait_reward_mean:-0.095 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:105.281 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.103 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:105.281 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.103 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:105.281 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.103 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:105.281 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.103 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:105.281 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.103 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:105.281 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.103 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 
(TaskRunner pid=16447) 13
(TaskRunner pid=16447)  8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module clock_divider(clkin, clkout);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign clkout = clklin /12;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) local_global_step_folder: /data/save/verilog/global_step_90
(WorkerDict pid=17916) [rank-2]: Saving model to /data/save/verilog/global_step_90/actor/model_world_size_8_rank_2.pt
(WorkerDict pid=17916) [rank-2]: Saving checkpoint to /data/save/verilog/global_step_90/actor/model_world_size_8_rank_2.pt
(WorkerDict pid=17916) [rank-2]: Saving extra_state to /data/save/verilog/global_step_90/actor/extra_state_world_size_8_rank_2.pt
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['062e1054-d4e1-4006-b35a-3dbe10ec3dc3', '26e91129-498c-4e7b-903c-54d4ea1b83a1', '71e00e1d-860f-4c79-8d6d-52775df9fd64', '8b9622e4-c564-4e0a-8698-d72c2c29f5bb', '9382462e-88da-43a3-9796-1084775afdb6', 'e2465021-0021-419c-92f9-65c34ce1b186', 'ee747a32-aea3-4310-a53d-f81cbd7b0f0c', 'ef1f8cc3-d7c2-4ad6-bdee-2d9d022273dc']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  46%|████▌     | 91/200 [53:41<1:37:01, 53.41s/it]
(TaskRunner pid=16447) step:90 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1277.000 - global_seqlen/max:3147.000 - global_seqlen/minmax_diff:1870.000 - global_seqlen/balanced_min:1908.000 - global_seqlen/balanced_max:2521.000 - global_seqlen/mean:2011.125 - actor/entropy:0.000 - actor/pg_loss:-0.369 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:13.692 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.574 - actor/lr:0.000 - critic/score/mean:-0.128 - critic/score/max:-0.032 - critic/score/min:-1.000 - critic/rewards/mean:-0.128 - critic/rewards/max:-0.032 - critic/rewards/min:-1.000 - critic/advantages/mean:-0.369 - critic/advantages/max:1.499 - critic/advantages/min:-1.473 - critic/returns/mean:-0.369 - critic/returns/max:1.499 - critic/returns/min:-1.473 - response_length/mean:131.156 - response_length/max:1024.000 - response_length/min:33.000 - response_length/clip_ratio:0.031 - prompt_length/mean:371.625 - prompt_length/max:522.000 - prompt_length/min:257.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:49.933 - timing_s/reward:0.901 - timing_s/old_log_prob:2.291 - timing_s/adv:0.001 - timing_s/update_actor:16.931 - timing_s/save_checkpoint:23.662 - timing_s/step:93.723 - timing_per_token_ms/update_actor:1.052 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.897 - perf/total_num_tokens:16089.000 - perf/time_per_step:93.723 - perf/throughput:21.458 - reward/mean:-0.128 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:131.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.128 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:131.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.128 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:131.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.128 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:131.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.128 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:131.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.128 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:131.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.128 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:131.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.128 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:131.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.128 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:131.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.128 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:131.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.128 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:131.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.128 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:131.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.128 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(WorkerDict pid=17915) [rank-1]: Saving model to /data/save/verilog/global_step_90/actor/model_world_size_8_rank_1.pt [repeated 7x across cluster]
(WorkerDict pid=17915) [rank-1]: Saving checkpoint to /data/save/verilog/global_step_90/actor/model_world_size_8_rank_1.pt [repeated 7x across cluster]
(WorkerDict pid=17915) [rank-1]: Saving extra_state to /data/save/verilog/global_step_90/actor/extra_state_world_size_8_rank_1.pt [repeated 7x across cluster]
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module keyPC2(leftHalf, rightHalf, subKey);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign subKey = {leftHalf, rightHalf} >> 7;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['494b0e2f-f170-4d05-bbe5-9fbf38a9dd00', '6fb1bf7d-986e-4f0d-90ee-011a849fb984', '7c3aaca9-46eb-41c4-8457-63696cdbfb3e', '815bbc23-8d9d-4c33-a9ff-738236eef837', '851fd7ab-2372-4dc2-8ff7-7ddeb2c5f9b7', '98ee9228-dd89-4c8c-b776-d34b3535e819', 'a49f515e-ee2a-4f0e-9c91-3bcad57da79d', 'eb2d227b-8e4e-47f3-ab63-cabf4fd26511']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  46%|████▌     | 92/200 [54:24<1:30:32, 50.30s/it]
(TaskRunner pid=16447) step:91 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1336.000 - global_seqlen/max:4121.000 - global_seqlen/minmax_diff:2785.000 - global_seqlen/balanced_min:2261.000 - global_seqlen/balanced_max:2348.000 - global_seqlen/mean:2323.750 - actor/entropy:0.000 - actor/pg_loss:0.408 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:11.672 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.844 - actor/lr:0.000 - critic/score/mean:-0.121 - critic/score/max:-0.035 - critic/score/min:-0.316 - critic/rewards/mean:-0.121 - critic/rewards/max:-0.035 - critic/rewards/min:-0.316 - critic/advantages/mean:-0.193 - critic/advantages/max:1.500 - critic/advantages/min:-1.499 - critic/returns/mean:-0.193 - critic/returns/max:1.500 - critic/returns/min:-1.499 - response_length/mean:124.312 - response_length/max:324.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:456.625 - prompt_length/max:817.000 - prompt_length/min:280.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.137 - timing_s/reward:0.879 - timing_s/old_log_prob:2.428 - timing_s/adv:0.001 - timing_s/update_actor:17.506 - timing_s/step:37.954 - timing_per_token_ms/update_actor:0.942 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.308 - perf/total_num_tokens:18590.000 - perf/time_per_step:37.954 - perf/throughput:61.225 - reward/mean:-0.121 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:124.312 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.121 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:124.312 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.121 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:124.312 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.121 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:124.312 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.121 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:124.312 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.121 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:124.312 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.121 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:124.312 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.121 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:124.312 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.121 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:124.312 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.121 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:124.312 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.121 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:124.312 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.121 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:124.312 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.121 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module pwm (
(TaskRunner pid=16447)     input reset, clk,
(TaskRunner pid=16447)     input [2:0] mode,
(TaskRunner pid=16447)     output out
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign out = reset ? 0 : (counter < duty);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign duty = 300 * (100'd1 << mode);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign counter = reset ? 0 : (counter == 999999) ? 0 : counter + 1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['088288a8-7361-45e6-8e0b-a9c51f58f87c', '11df7d11-2ba5-4eda-8cde-ed4d8082c4f2', '2de98e1d-b958-4a6b-a4e4-f1d9f6445ae0', '8bee5305-2d5f-4928-970f-2a37983e50be', 'ca48e41b-00ff-4b3d-9eac-c0f6b7ac81df', 'ddb7471e-bed4-49db-be0a-1564edbd4f63', 'f4c69368-7332-4d1a-82db-653f1358e080', 'f8e219bd-3d67-4b6e-882a-c302cf129ad1']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  46%|████▋     | 93/200 [55:24<1:34:55, 53.23s/it]
(TaskRunner pid=16447) step:92 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1328.000 - global_seqlen/max:3381.000 - global_seqlen/minmax_diff:2053.000 - global_seqlen/balanced_min:2172.000 - global_seqlen/balanced_max:2234.000 - global_seqlen/mean:2201.125 - actor/entropy:0.000 - actor/pg_loss:0.033 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:13.608 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.894 - actor/lr:0.000 - critic/score/mean:-0.129 - critic/score/max:-0.039 - critic/score/min:-0.362 - critic/rewards/mean:-0.129 - critic/rewards/max:-0.039 - critic/rewards/min:-0.362 - critic/advantages/mean:-0.162 - critic/advantages/max:1.500 - critic/advantages/min:-1.431 - critic/returns/mean:-0.162 - critic/returns/max:1.500 - critic/returns/min:-1.431 - response_length/mean:131.781 - response_length/max:371.000 - response_length/min:40.000 - response_length/clip_ratio:0.000 - prompt_length/mean:418.500 - prompt_length/max:603.000 - prompt_length/min:276.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:21.879 - timing_s/reward:0.876 - timing_s/old_log_prob:2.361 - timing_s/adv:0.001 - timing_s/update_actor:17.897 - timing_s/step:43.018 - timing_per_token_ms/update_actor:1.016 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.188 - perf/total_num_tokens:17609.000 - perf/time_per_step:43.018 - perf/throughput:51.168 - reward/mean:-0.129 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:131.781 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.129 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:131.781 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.129 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:131.781 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.129 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:131.781 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.129 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:131.781 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.129 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:131.781 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.129 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:131.781 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.129 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:131.781 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.129 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:131.781 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.129 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:131.781 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.129 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:131.781 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.129 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:131.781 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.129 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ID_EX (
(TaskRunner pid=16447)     input reloj, resetID,
(TaskRunner pid=16447)     input [4:0] ctrl_EXE,
(TaskRunner pid=16447)     input [2:0] ctrl_MEM,
(TaskRunner pid=16447)     input [1:0] ctrl_WB,
(TaskRunner pid=16447)     input [31:0] DOA, DOB, imm_ext,
(TaskRunner pid=16447)     input [4:0] rt, rd,
(TaskRunner pid=16447)     output [2:0] ALU_FUN,
(TaskRunner pid=16447)     output SEL_ALU, SEL_REG,
(TaskRunner pid=16447)     output [2:0] ctrl_MEM_exe,
(TaskRunner pid=16447)     output [1:0] ctrl_WB_exe,
(TaskRunner pid=16447)     output [31:0] A, DOB_exe, imm_ext_exe,
(TaskRunner pid=16447)     output [4:0] rt_exe, rd_exe
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {ALU_FUN, SEL_ALU, SEL_REG, ctrl_MEM_exe, ctrl_WB_exe, A, DOB_exe, imm_ext_exe, rt_exe, rd_exe} = 
(TaskRunner pid=16447)     reloj ? {ctrl_EXE, ctrl_MEM, ctrl_WB, DOA, DOB, imm_ext, rt, rd} : 0;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  47%|████▋     | 94/200 [55:57<1:23:07, 47.05s/it]
(TaskRunner pid=16447) Zero correct indices: ['32c70b8b-c1f3-4392-93c9-7fc473c8f7b0', '3d15714e-5d12-44b2-8cd7-6dc9d7c811ac', 'aa9ad933-a218-4d1a-befe-8b09747ae481', 'ba2bea41-73fc-4df8-9ea0-a3ad590b2d29', 'bd5c01e9-f2e1-4b08-9efb-cc9cc216b05f', 'c552b694-45b4-45a7-bfc4-01c592f30fb0', 'c577c57b-5d45-4ef0-af2c-991452b0cb0e', 'c63b3286-5694-45c5-b34c-3324f6347df8']
(TaskRunner pid=16447) step:93 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1532.000 - global_seqlen/max:7052.000 - global_seqlen/minmax_diff:5520.000 - global_seqlen/balanced_min:2568.000 - global_seqlen/balanced_max:3182.000 - global_seqlen/mean:2828.750 - actor/entropy:0.000 - actor/pg_loss:0.401 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:12.009 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.880 - actor/lr:0.000 - critic/score/mean:-0.164 - critic/score/max:-0.033 - critic/score/min:-0.740 - critic/rewards/mean:-0.164 - critic/rewards/max:-0.033 - critic/rewards/min:-0.740 - critic/advantages/mean:-0.179 - critic/advantages/max:1.488 - critic/advantages/min:-1.498 - critic/returns/mean:-0.179 - critic/returns/max:1.488 - critic/returns/min:-1.498 - response_length/mean:167.562 - response_length/max:758.000 - response_length/min:34.000 - response_length/clip_ratio:0.000 - prompt_length/mean:539.625 - prompt_length/max:1149.000 - prompt_length/min:330.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:39.442 - timing_s/reward:0.860 - timing_s/old_log_prob:2.348 - timing_s/adv:0.001 - timing_s/update_actor:17.379 - timing_s/step:60.034 - timing_per_token_ms/update_actor:0.768 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.356 - perf/total_num_tokens:22630.000 - perf/time_per_step:60.034 - perf/throughput:47.119 - reward/mean:-0.164 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:167.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.164 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:167.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.164 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:167.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.164 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:167.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.164 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:167.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.164 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:167.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.164 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:167.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.164 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:167.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.164 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:167.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.164 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:167.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.164 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:167.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.164 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:167.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.164 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module RING_COUNTER (
(TaskRunner pid=16447)   input clk, rst,
(TaskRunner pid=16447)   output [3:0] t
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign t = (4'b0001 << (rst ? 3 : ~clk));
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2408d831-5a09-4e87-a618-aa0bb5972cf6', '295ee75a-7edb-48b0-b78e-a32f7e6f2c81', '34c7e318-08ad-4231-be62-38e875169f29', '3553b36e-6719-4aa1-a3db-c7bddb999f83', '6430a6a8-114e-405e-8833-14b8f7f53329', 'd3e4ce9a-69b0-4f08-b590-134ae55f696c', 'de6e7353-082f-4145-9f38-8f3b4adf43dc', 'fd3d6472-800b-4c08-80d3-e0a7e0542e85']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  48%|████▊     | 95/200 [56:35<1:17:22, 44.21s/it]
(TaskRunner pid=16447) step:94 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1433.000 - global_seqlen/max:3188.000 - global_seqlen/minmax_diff:1755.000 - global_seqlen/balanced_min:1991.000 - global_seqlen/balanced_max:2059.000 - global_seqlen/mean:2025.750 - actor/entropy:0.000 - actor/pg_loss:0.090 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:17.651 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.882 - actor/lr:0.000 - critic/score/mean:-0.085 - critic/score/max:-0.044 - critic/score/min:-0.156 - critic/rewards/mean:-0.085 - critic/rewards/max:-0.044 - critic/rewards/min:-0.156 - critic/advantages/mean:-0.098 - critic/advantages/max:1.488 - critic/advantages/min:-1.483 - critic/returns/mean:-0.098 - critic/returns/max:1.488 - critic/returns/min:-1.483 - response_length/mean:87.188 - response_length/max:160.000 - response_length/min:45.000 - response_length/clip_ratio:0.000 - prompt_length/mean:419.250 - prompt_length/max:658.000 - prompt_length/min:312.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:11.389 - timing_s/reward:0.865 - timing_s/old_log_prob:2.365 - timing_s/adv:0.001 - timing_s/update_actor:18.002 - timing_s/step:32.626 - timing_per_token_ms/update_actor:1.111 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.082 - perf/total_num_tokens:16206.000 - perf/time_per_step:32.626 - perf/throughput:62.089 - reward/mean:-0.085 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:87.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.085 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:87.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.085 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:87.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.085 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:87.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.085 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:87.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.085 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:87.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.085 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:87.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.085 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:87.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.085 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:87.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.085 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:87.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.085 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:87.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.085 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:87.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.085 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module MUX (ALUOut, HiOut, LoOut, Shifter, Signal, dataOut);
(TaskRunner pid=16447) assign dataOut = (Signal < 8) ? ALUOut :
(TaskRunner pid=16447)                  (Signal == 8)  ? Shifter :
(TaskRunner pid=16447)                  (Signal == 9)  ? HiOut :
(TaskRunner pid=16447)                  (Signal == 10) ? LoOut : 0;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['38163bdc-b58b-446c-9264-2ca4058c0509', '46a62803-4c9c-4289-8c35-a6e3aef9ddfc', '670a07f5-f1b0-418b-bfc4-bb7bcfd8cd4a', '673c3ce2-41cd-4a73-aa23-be82dfe35494', 'a5e3863d-a8aa-4439-a9cb-2e636b40020b', 'bf5a1a4e-3e39-4bff-8e00-53b97e4029b6', 'daf35585-37b4-48e3-b380-021da2b0045c', 'e978cab3-c68e-4213-8f9c-8a3f521c3b61']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  48%|████▊     | 96/200 [57:14<1:14:16, 42.85s/it]
(TaskRunner pid=16447) step:95 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1368.000 - global_seqlen/max:2463.000 - global_seqlen/minmax_diff:1095.000 - global_seqlen/balanced_min:1862.000 - global_seqlen/balanced_max:1959.000 - global_seqlen/mean:1887.250 - actor/entropy:0.000 - actor/pg_loss:-0.343 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:20.352 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.912 - actor/lr:0.000 - critic/score/mean:-0.076 - critic/score/max:-0.035 - critic/score/min:-0.270 - critic/rewards/mean:-0.076 - critic/rewards/max:-0.035 - critic/rewards/min:-0.270 - critic/advantages/mean:-0.177 - critic/advantages/max:1.356 - critic/advantages/min:-1.456 - critic/returns/mean:-0.177 - critic/returns/max:1.356 - critic/returns/min:-1.456 - response_length/mean:78.188 - response_length/max:276.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:393.625 - prompt_length/max:454.000 - prompt_length/min:294.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:16.427 - timing_s/reward:0.908 - timing_s/old_log_prob:2.394 - timing_s/adv:0.001 - timing_s/update_actor:17.818 - timing_s/step:37.552 - timing_per_token_ms/update_actor:1.180 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.565 - perf/total_num_tokens:15098.000 - perf/time_per_step:37.552 - perf/throughput:50.257 - reward/mean:-0.076 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:78.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.076 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:78.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.076 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:78.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.076 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:78.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.076 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:78.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.076 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:78.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.076 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:78.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.076 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:78.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.076 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:78.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.076 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:78.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.076 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:78.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.076 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:78.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.076 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module RAM(address, writeData, mRD, mWR, Dataout);
(TaskRunner pid=16447) assign Dataout = mRD ? ram[address] : 32'bz;
(TaskRunner pid=16447) assign ram[address] = mWR ? writeData : ram[address];
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['038821e4-8339-4a2a-989b-5c3f25fb6c0d', '299da05c-2b43-48c1-9f27-6f1fbbd3aadc', '42db7516-93e6-4f73-8bae-b1b9ddeda872', '6d300e6e-8b44-40f4-9cd3-99ca6bff581c', '99ae5085-e200-409f-8404-d6886c507380', 'aaaf56dd-df91-49e7-9b1e-f6f52fda9b64', 'b8e89642-f6ee-4fe5-8cdd-862dd076381f', 'f10bb60e-40f7-430c-8718-754e44ccc306']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  48%|████▊     | 97/200 [57:47<1:08:16, 39.77s/it]
(TaskRunner pid=16447) step:96 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1280.000 - global_seqlen/max:5712.000 - global_seqlen/minmax_diff:4432.000 - global_seqlen/balanced_min:2508.000 - global_seqlen/balanced_max:2822.000 - global_seqlen/mean:2674.125 - actor/entropy:0.000 - actor/pg_loss:0.260 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:21.560 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.954 - actor/lr:0.000 - critic/score/mean:-0.121 - critic/score/max:-0.038 - critic/score/min:-0.324 - critic/rewards/mean:-0.121 - critic/rewards/max:-0.038 - critic/rewards/min:-0.324 - critic/advantages/mean:-0.068 - critic/advantages/max:1.499 - critic/advantages/min:-1.499 - critic/returns/mean:-0.068 - critic/returns/max:1.499 - critic/returns/min:-1.499 - response_length/mean:124.031 - response_length/max:332.000 - response_length/min:39.000 - response_length/clip_ratio:0.000 - prompt_length/mean:544.500 - prompt_length/max:1102.000 - prompt_length/min:281.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:19.319 - timing_s/reward:0.886 - timing_s/old_log_prob:2.303 - timing_s/adv:0.001 - timing_s/update_actor:17.140 - timing_s/step:39.654 - timing_per_token_ms/update_actor:0.801 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.867 - perf/total_num_tokens:21393.000 - perf/time_per_step:39.654 - perf/throughput:67.436 - reward/mean:-0.121 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:124.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.121 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:124.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.121 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:124.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.121 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:124.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.121 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:124.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.121 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:124.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.121 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:124.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.121 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:124.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.121 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:124.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.121 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:124.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.121 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:124.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.121 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:124.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.121 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module program_sequencer (
(TaskRunner pid=16447)   input clk, sync_reset, jmp, jmp_nz, dont_jmp, [3:0] jmp_addr,
(TaskRunner pid=16447)   output [7:0] pm_addr, pc, from_PS
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign pm_addr = sync_reset ? 8'h00 : (jmp | (jmp_nz & ~dont_jmp)) ? {jmp_addr, 4'h0} : pm_addr + 1;
(TaskRunner pid=16447) assign pc = pm_addr;
(TaskRunner pid=16447) assign from_PS = pm_addr;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1086ceaa-3f78-42b2-8400-c71557f56de5', '3462e93b-f632-4a7a-bdb6-7ac0e23bb111', '35d7588e-2bf0-4e47-930d-4d1f924722aa', '43d8e1e3-8273-4a90-93d8-88fb24f6e07a', '47c90f3f-b38c-464c-8273-ca8d738b283c', '99a32612-e53e-4e7e-91ca-2d6dcabe5573', 'bf9bb6ff-97e3-4e52-84a4-3f12807bd1ce', 'e4c8545f-f02d-4d19-9953-cc3247f33b96']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  49%|████▉     | 98/200 [58:34<1:11:11, 41.88s/it]
(TaskRunner pid=16447) step:97 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1454.000 - global_seqlen/max:2845.000 - global_seqlen/minmax_diff:1391.000 - global_seqlen/balanced_min:2221.000 - global_seqlen/balanced_max:2260.000 - global_seqlen/mean:2239.125 - actor/entropy:0.000 - actor/pg_loss:-0.191 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:8.849 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.860 - actor/lr:0.000 - critic/score/mean:-0.111 - critic/score/max:-0.055 - critic/score/min:-0.175 - critic/rewards/mean:-0.111 - critic/rewards/max:-0.055 - critic/rewards/min:-0.175 - critic/advantages/mean:-0.089 - critic/advantages/max:1.381 - critic/advantages/min:-1.494 - critic/returns/mean:-0.089 - critic/returns/max:1.381 - critic/returns/min:-1.494 - response_length/mean:113.281 - response_length/max:179.000 - response_length/min:56.000 - response_length/clip_ratio:0.000 - prompt_length/mean:446.500 - prompt_length/max:586.000 - prompt_length/min:295.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:11.455 - timing_s/reward:0.871 - timing_s/old_log_prob:2.367 - timing_s/adv:0.001 - timing_s/update_actor:17.858 - timing_s/step:32.557 - timing_per_token_ms/update_actor:0.997 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.160 - perf/total_num_tokens:17913.000 - perf/time_per_step:32.557 - perf/throughput:68.775 - reward/mean:-0.111 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:113.281 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.111 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:113.281 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.111 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:113.281 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.111 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:113.281 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.111 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:113.281 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.111 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:113.281 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.111 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:113.281 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.111 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:113.281 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.111 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:113.281 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.111 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:113.281 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.111 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:113.281 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.111 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:113.281 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.111 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module dribbler (enable, Hall, a, b, c);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {a, b, c} = enable ? 6'h3F : {4{1'b0}};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['03295b9c-8d54-4002-809e-4ef8a87a2ca9', '0afc2cb7-d510-4585-8240-11c91009ceef', '6629a30b-5cd3-49b3-8ef1-05154f6f998d', '78eeae41-f5f0-44d2-980e-0bacdbc19ffe', '8866986c-92fd-4cda-be75-8761cfcc157a', '9580c471-7bc6-4af5-8558-98b0fe95e3f2', 'e57dec6a-9fc7-4269-8f40-a41eb57fd57b', 'fe229adf-1ce2-4f4c-94c6-94a21db46d49']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  50%|████▉     | 99/200 [59:12<1:08:46, 40.86s/it]
(TaskRunner pid=16447) step:98 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1439.000 - global_seqlen/max:6385.000 - global_seqlen/minmax_diff:4946.000 - global_seqlen/balanced_min:2411.000 - global_seqlen/balanced_max:3038.000 - global_seqlen/mean:2750.875 - actor/entropy:0.000 - actor/pg_loss:-0.371 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:13.716 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.935 - actor/lr:0.000 - critic/score/mean:-0.125 - critic/score/max:-0.038 - critic/score/min:-0.445 - critic/rewards/mean:-0.125 - critic/rewards/max:-0.038 - critic/rewards/min:-0.445 - critic/advantages/mean:-0.177 - critic/advantages/max:1.500 - critic/advantages/min:-1.426 - critic/returns/mean:-0.177 - critic/returns/max:1.500 - critic/returns/min:-1.426 - response_length/mean:128.469 - response_length/max:456.000 - response_length/min:39.000 - response_length/clip_ratio:0.000 - prompt_length/mean:559.250 - prompt_length/max:1161.000 - prompt_length/min:281.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:25.403 - timing_s/reward:0.967 - timing_s/old_log_prob:2.368 - timing_s/adv:0.001 - timing_s/update_actor:18.044 - timing_s/step:46.786 - timing_per_token_ms/update_actor:0.820 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.179 - perf/total_num_tokens:22007.000 - perf/time_per_step:46.786 - perf/throughput:58.797 - reward/mean:-0.125 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:128.469 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.125 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:128.469 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.125 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:128.469 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.125 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:128.469 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.125 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:128.469 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.125 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:128.469 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.125 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:128.469 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.125 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:128.469 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.125 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:128.469 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.125 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:128.469 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.125 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:128.469 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.125 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:128.469 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.125 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Controller(
(TaskRunner pid=16447)   input [6:0] Opcode,
(TaskRunner pid=16447)   output ALUSrc, MemtoReg, RegWrite, MemRead, MemWrite,
(TaskRunner pid=16447)   output [1:0] ALUOp
(TaskRunner pid=16447) );
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {ALUSrc, MemtoReg, RegWrite, MemRead, MemWrite, ALUOp} = Opcode;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['30141c0a-7021-4b84-86ea-d3cf55dc9f56', '4e078e4e-ec1d-44f4-bf0c-924404c4fc1b', '7bd78d6d-f9c4-4da8-a2a9-74baadaff80a', '8564b3d8-815f-44d1-a99f-f3e6d7036539', 'b19a5227-25bc-43ef-9979-534a3477cb0b', 'ea17ce7c-ad40-4a0e-bfc1-ff78ffa71f48', 'f9f6b223-7c30-4c7c-b10f-7df8e9a199e9', 'fa16920e-93bf-4e40-8991-064783c37737']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  50%|█████     | 100/200 [59:57<1:10:21, 42.22s/it]
(TaskRunner pid=16447) step:99 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1210.000 - global_seqlen/max:3316.000 - global_seqlen/minmax_diff:2106.000 - global_seqlen/balanced_min:2037.000 - global_seqlen/balanced_max:2060.000 - global_seqlen/mean:2048.250 - actor/entropy:0.000 - actor/pg_loss:-0.549 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:17.636 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.912 - actor/lr:0.000 - critic/score/mean:-0.095 - critic/score/max:-0.035 - critic/score/min:-0.286 - critic/rewards/mean:-0.095 - critic/rewards/max:-0.035 - critic/rewards/min:-0.286 - critic/advantages/mean:-0.193 - critic/advantages/max:1.470 - critic/advantages/min:-1.500 - critic/returns/mean:-0.193 - critic/returns/max:1.470 - critic/returns/min:-1.500 - response_length/mean:96.938 - response_length/max:293.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:415.125 - prompt_length/max:712.000 - prompt_length/min:261.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:18.172 - timing_s/reward:0.894 - timing_s/old_log_prob:2.351 - timing_s/adv:0.001 - timing_s/update_actor:17.021 - timing_s/step:38.443 - timing_per_token_ms/update_actor:1.039 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.858 - perf/total_num_tokens:16386.000 - perf/time_per_step:38.443 - perf/throughput:53.280 - reward/mean:-0.095 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:96.938 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.095 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:96.938 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.095 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:96.938 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.095 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:96.938 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.095 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:96.938 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.095 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:96.938 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.095 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:96.938 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.095 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:96.938 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.095 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:96.938 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.095 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:96.938 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.095 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:96.938 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.095 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:96.938 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.095 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module shiftery_f(y_f, exp_ff, ff);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign ff = y_f << ($signed(exp_ff) % 15);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['025fddaa-2606-4eb6-9f4a-edcecb325f54', '45b57a04-0cf8-4e44-b02b-f12cf94a00d7', '4d5e9649-1349-4eb7-ae40-f4c18e77c11e', '7db2608d-6d07-4413-86d5-6a0e2be42180', '84fd6f90-2e2a-4159-b6b9-306e3c021433', '880242eb-1950-4fed-9cad-4d6c8905daa5', '8cf26949-0356-46db-9dbe-c8fb175764be', 'b6a33259-e915-454c-81b1-7b065a87b0d4']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  50%|█████     | 101/200 [1:00:28<1:04:02, 38.82s/it]
(TaskRunner pid=16447) step:100 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1082.000 - global_seqlen/max:3355.000 - global_seqlen/minmax_diff:2273.000 - global_seqlen/balanced_min:2249.000 - global_seqlen/balanced_max:2307.000 - global_seqlen/mean:2273.500 - actor/entropy:0.000 - actor/pg_loss:-0.579 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:16.095 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.962 - actor/lr:0.000 - critic/score/mean:-0.110 - critic/score/max:-0.029 - critic/score/min:-0.426 - critic/rewards/mean:-0.110 - critic/rewards/max:-0.029 - critic/rewards/min:-0.426 - critic/advantages/mean:-0.199 - critic/advantages/max:1.443 - critic/advantages/min:-1.492 - critic/returns/mean:-0.199 - critic/returns/max:1.443 - critic/returns/min:-1.492 - response_length/mean:112.250 - response_length/max:436.000 - response_length/min:30.000 - response_length/clip_ratio:0.000 - prompt_length/mean:456.125 - prompt_length/max:770.000 - prompt_length/min:238.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:24.508 - timing_s/reward:0.991 - timing_s/old_log_prob:2.305 - timing_s/adv:0.001 - timing_s/update_actor:17.559 - timing_s/step:45.369 - timing_per_token_ms/update_actor:0.965 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.823 - perf/total_num_tokens:18188.000 - perf/time_per_step:45.369 - perf/throughput:50.112 - reward/mean:-0.110 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:4.000 - reflection/with_length_mean:52.000 - reflection/without_length_mean:120.857 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.051 - reflection/without_reward_mean:-0.118 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:112.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.110 - reflection_check/word_check_frequency:4.000 - reflection_check/with_check_length_mean:52.000 - reflection_check/without_check_length_mean:120.857 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.051 - reflection_check/without_check_reward_mean:-0.118 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:112.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.110 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:112.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.110 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:112.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.110 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:112.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.110 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:112.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.110 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:112.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.110 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:112.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.110 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:112.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.110 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:112.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.110 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:112.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.110 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module sheffer_decoder_3_6(a, b);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign b = {a, ~a} << 3;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2a560bdc-43a7-4aec-868f-bd56f5b6f0fe', '64320e76-787d-40f5-8e8e-e1638934ee02', '6f469fc3-cc67-433b-9b0d-c3de69207d83', '717a1cc0-302a-4c15-968d-ea0d3c3794c3', 'b87965d2-21aa-471a-9d19-09805966c863', 'd283bb15-18e7-4ac4-9bd3-d64b4ac88b04', 'e499c3c6-f6b2-452e-a0b8-ea340b56846d', 'ebdb38f2-7627-4f1c-b0e2-a95d572a7fc6']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  51%|█████     | 102/200 [1:01:06<1:02:41, 38.38s/it]
(TaskRunner pid=16447) step:101 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1189.000 - global_seqlen/max:2357.000 - global_seqlen/minmax_diff:1168.000 - global_seqlen/balanced_min:1657.000 - global_seqlen/balanced_max:1694.000 - global_seqlen/mean:1678.875 - actor/entropy:0.000 - actor/pg_loss:0.152 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:15.692 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:252.033 - actor/lr:0.000 - critic/score/mean:-0.064 - critic/score/max:-0.034 - critic/score/min:-0.131 - critic/rewards/mean:-0.064 - critic/rewards/max:-0.034 - critic/rewards/min:-0.131 - critic/advantages/mean:-0.104 - critic/advantages/max:1.317 - critic/advantages/min:-1.497 - critic/returns/mean:-0.104 - critic/returns/max:1.317 - critic/returns/min:-1.497 - response_length/mean:65.844 - response_length/max:134.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:353.875 - prompt_length/max:517.000 - prompt_length/min:256.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:9.677 - timing_s/reward:0.889 - timing_s/old_log_prob:2.360 - timing_s/adv:0.001 - timing_s/update_actor:17.934 - timing_s/step:30.865 - timing_per_token_ms/update_actor:1.335 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.593 - perf/total_num_tokens:13431.000 - perf/time_per_step:30.865 - perf/throughput:54.394 - reward/mean:-0.064 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:65.844 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.064 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:65.844 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.064 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:65.844 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.064 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:65.844 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.064 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:65.844 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.064 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:65.844 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.064 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:65.844 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.064 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:65.844 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.064 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:65.844 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.064 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:65.844 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.064 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:65.844 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.064 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:65.844 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.064 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module dec_gray532_bh (I, O);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign O = (1 << I);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2d7a2e4f-f215-4d95-83e8-93b3192a76cb', '6955fda1-9eeb-4cc3-8ed8-1149d93142e6', '8241708d-05f9-4ae5-9734-d64d9620bd83', '8f92d673-da11-4d02-b52e-e5c89a3f0aa0', '9d599b82-3899-4e2e-bd55-bb554e85d5cc', '9f9113db-b862-4082-8b51-1a0cd2b23c7e', 'c9d03144-ad67-4dd7-8749-5da131d8c059', 'dd937c1f-eea3-4320-923f-aeb25f2d6a42']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  52%|█████▏    | 103/200 [1:01:38<59:11, 36.62s/it]  
(TaskRunner pid=16447) step:102 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1106.000 - global_seqlen/max:5524.000 - global_seqlen/minmax_diff:4418.000 - global_seqlen/balanced_min:1814.000 - global_seqlen/balanced_max:2513.000 - global_seqlen/mean:2172.875 - actor/entropy:0.000 - actor/pg_loss:-0.361 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:23.071 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.973 - actor/lr:0.000 - critic/score/mean:-0.086 - critic/score/max:-0.032 - critic/score/min:-0.275 - critic/rewards/mean:-0.086 - critic/rewards/max:-0.032 - critic/rewards/min:-0.275 - critic/advantages/mean:-0.091 - critic/advantages/max:1.500 - critic/advantages/min:-1.497 - critic/returns/mean:-0.091 - critic/returns/max:1.500 - critic/returns/min:-1.497 - response_length/mean:88.344 - response_length/max:282.000 - response_length/min:33.000 - response_length/clip_ratio:0.000 - prompt_length/mean:454.875 - prompt_length/max:1123.000 - prompt_length/min:239.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:17.015 - timing_s/reward:0.904 - timing_s/old_log_prob:2.268 - timing_s/adv:0.001 - timing_s/update_actor:17.161 - timing_s/step:37.354 - timing_per_token_ms/update_actor:0.987 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.019 - perf/total_num_tokens:17383.000 - perf/time_per_step:37.354 - perf/throughput:58.170 - reward/mean:-0.086 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:88.344 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.086 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:88.344 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.086 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:88.344 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.086 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:88.344 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.086 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:88.344 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.086 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:88.344 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.086 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:88.344 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.086 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:88.344 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.086 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:88.344 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.086 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:88.344 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.086 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:88.344 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.086 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:88.344 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.086 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module CLA_8 (Cin, A, B, Sum, Generate, Propogate);
(TaskRunner pid=16447) assign {Sum, Generate, Propogate} = A + B + Cin;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01369ea3-606c-4fff-bf52-bf0842c74838', '14f12f54-6211-4b40-b035-ecb713ac0b32', '1a9ef3b1-357a-43a3-957a-7447a1489d9c', '52de8844-0037-4caf-be40-6ae1d8ebb1fb', 'a1eb4759-09b0-4771-9036-bc87c3c0a63b', 'ab291d0e-60c6-4830-af35-a613a4e9d31e', 'fb3db08d-37f7-4f92-9ccd-c182b656c3e7', 'fd5c8f74-66ed-4e2b-bef1-13c8d3c8fef4']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  52%|█████▏    | 104/200 [1:02:28<1:04:52, 40.55s/it]
(TaskRunner pid=16447) step:103 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1265.000 - global_seqlen/max:3083.000 - global_seqlen/minmax_diff:1818.000 - global_seqlen/balanced_min:1896.000 - global_seqlen/balanced_max:1923.000 - global_seqlen/mean:1911.875 - actor/entropy:0.000 - actor/pg_loss:-0.395 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:17.169 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.941 - actor/lr:0.000 - critic/score/mean:-0.070 - critic/score/max:-0.031 - critic/score/min:-0.186 - critic/rewards/mean:-0.070 - critic/rewards/max:-0.031 - critic/rewards/min:-0.186 - critic/advantages/mean:-0.084 - critic/advantages/max:1.493 - critic/advantages/min:-1.443 - critic/returns/mean:-0.084 - critic/returns/max:1.493 - critic/returns/min:-1.443 - response_length/mean:71.969 - response_length/max:190.000 - response_length/min:32.000 - response_length/clip_ratio:0.000 - prompt_length/mean:406.000 - prompt_length/max:601.000 - prompt_length/min:281.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:11.654 - timing_s/reward:0.889 - timing_s/old_log_prob:2.296 - timing_s/adv:0.001 - timing_s/update_actor:17.615 - timing_s/step:32.458 - timing_per_token_ms/update_actor:1.152 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.060 - perf/total_num_tokens:15295.000 - perf/time_per_step:32.458 - perf/throughput:58.903 - reward/mean:-0.070 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:71.969 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.070 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:71.969 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.070 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:71.969 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.070 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:71.969 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.070 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:71.969 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.070 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:71.969 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.070 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:71.969 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.070 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:71.969 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.070 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:71.969 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.070 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:71.969 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.070 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:71.969 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.070 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:71.969 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.070 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module fa_Nb #(parameter WIDTH=1) (CARRY_IN, IN0, IN1, SUM, CARRY_OUT);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {CARRY_OUT, SUM} = IN0 + IN1 + CARRY_IN;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['19dee929-2b8c-45f8-a00a-06be78eac567', '42ca870a-5c03-4144-824a-ac1b62dada4f', '4adba28f-efe3-4492-87fe-e4c189244218', '4f88ed22-f259-49fe-b2c2-ff0b63e01bcb', '5bd854ff-8d79-4d69-898c-6abb75d1ca52', '9ef9b49e-ec75-459a-926c-61da26c55372', 'c62451de-1799-4af6-b39f-513a1f0c337a', 'dc0509d3-da12-42f8-95db-a5395c083f44']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  52%|█████▎    | 105/200 [1:02:59<59:54, 37.83s/it]  
(TaskRunner pid=16447) step:104 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1610.000 - global_seqlen/max:3511.000 - global_seqlen/minmax_diff:1901.000 - global_seqlen/balanced_min:1789.000 - global_seqlen/balanced_max:2308.000 - global_seqlen/mean:1968.625 - actor/entropy:0.000 - actor/pg_loss:0.228 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:19.886 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:252.012 - actor/lr:0.000 - critic/score/mean:-0.101 - critic/score/max:-0.039 - critic/score/min:-0.521 - critic/rewards/mean:-0.101 - critic/rewards/max:-0.039 - critic/rewards/min:-0.521 - critic/advantages/mean:-0.285 - critic/advantages/max:1.500 - critic/advantages/min:-1.498 - critic/returns/mean:-0.285 - critic/returns/max:1.500 - critic/returns/min:-1.498 - response_length/mean:103.656 - response_length/max:534.000 - response_length/min:40.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.500 - prompt_length/max:548.000 - prompt_length/min:314.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:28.682 - timing_s/reward:0.902 - timing_s/old_log_prob:2.296 - timing_s/adv:0.001 - timing_s/update_actor:17.818 - timing_s/step:49.703 - timing_per_token_ms/update_actor:1.131 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:8.647 - perf/total_num_tokens:15749.000 - perf/time_per_step:49.703 - perf/throughput:39.608 - reward/mean:-0.101 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:103.656 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.101 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:103.656 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.101 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:103.656 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.101 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:103.656 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.101 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:103.656 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.101 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:103.656 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.101 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:103.656 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.101 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:103.656 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.101 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:103.656 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.101 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:103.656 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.101 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:103.656 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.101 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:103.656 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.101 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module signalDeal(upButton, downButton, stairChooser, rst_n, signal);
(TaskRunner pid=16447) assign signal = rst_n ? 8'h01 : {upButton, downButton, stairChooser};
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1cf5fc55-0e1a-459e-8fd7-529e49b42321', '4a017be7-fa2c-4804-afca-e57b23173351', '5fa17815-c0c1-453a-8395-fc5cb23cd6a6', '6032a687-38cf-4643-bac7-3ccbb9acaf31', '80a644a5-464f-4815-b0fe-e6d5af5549c8', 'b697280f-6e10-47b5-904d-9d873d46a9e5', 'cb64d93e-5519-4076-9613-588bbe9057c0', 'da19b119-df29-4981-9c58-f22099620ebb']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  53%|█████▎    | 106/200 [1:03:48<1:04:15, 41.01s/it]
(TaskRunner pid=16447) step:105 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1298.000 - global_seqlen/max:2442.000 - global_seqlen/minmax_diff:1144.000 - global_seqlen/balanced_min:1980.000 - global_seqlen/balanced_max:2027.000 - global_seqlen/mean:2006.500 - actor/entropy:0.000 - actor/pg_loss:-0.476 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:18.861 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.985 - actor/lr:0.000 - critic/score/mean:-0.077 - critic/score/max:-0.037 - critic/score/min:-0.157 - critic/rewards/mean:-0.077 - critic/rewards/max:-0.037 - critic/rewards/min:-0.157 - critic/advantages/mean:-0.155 - critic/advantages/max:1.490 - critic/advantages/min:-1.500 - critic/returns/mean:-0.155 - critic/returns/max:1.490 - critic/returns/min:-1.500 - response_length/mean:79.000 - response_length/max:161.000 - response_length/min:38.000 - response_length/clip_ratio:0.000 - prompt_length/mean:422.625 - prompt_length/max:505.000 - prompt_length/min:279.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:10.564 - timing_s/reward:0.910 - timing_s/old_log_prob:2.385 - timing_s/adv:0.001 - timing_s/update_actor:17.612 - timing_s/step:31.475 - timing_per_token_ms/update_actor:1.097 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.179 - perf/total_num_tokens:16052.000 - perf/time_per_step:31.475 - perf/throughput:63.749 - reward/mean:-0.077 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:79.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.077 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:79.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.077 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:79.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.077 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:79.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.077 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:79.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.077 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:79.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.077 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:79.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.077 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:79.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.077 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:79.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.077 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:79.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.077 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:79.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.077 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:79.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.077 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module counter (i_clk, i_reset, i_up, o_countreached);
(TaskRunner pid=16447) assign o_countreached = i_up & ~i_reset;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['02bc4a3f-84f8-4f0b-aac3-78ebd6161be4', '381e8821-6d94-4b2d-b7cd-0aab4d9d73c7', '40ae7ae7-2652-439d-8841-39c7dd5a8a04', '43de5013-b938-45e2-a491-cb2631ec627a', '550bf2db-dda5-4713-9dbc-6c46b023da18', '716663e8-6725-4724-afe6-cac9a640d2d3', 'e8f8034b-de47-4718-b2eb-75231cbedd4b', 'f844b286-f5d6-44b6-83cc-7ff8d4ed0e92']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  54%|█████▎    | 107/200 [1:04:19<58:47, 37.93s/it]  
(TaskRunner pid=16447) step:106 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1383.000 - global_seqlen/max:5789.000 - global_seqlen/minmax_diff:4406.000 - global_seqlen/balanced_min:2348.000 - global_seqlen/balanced_max:2712.000 - global_seqlen/mean:2513.250 - actor/entropy:0.000 - actor/pg_loss:-0.105 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:20.619 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.998 - actor/lr:0.000 - critic/score/mean:-0.126 - critic/score/max:-0.035 - critic/score/min:-0.483 - critic/rewards/mean:-0.126 - critic/rewards/max:-0.035 - critic/rewards/min:-0.483 - critic/advantages/mean:-0.149 - critic/advantages/max:1.242 - critic/advantages/min:-1.479 - critic/returns/mean:-0.149 - critic/returns/max:1.242 - critic/returns/min:-1.479 - response_length/mean:128.938 - response_length/max:495.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:499.375 - prompt_length/max:1042.000 - prompt_length/min:305.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:27.101 - timing_s/reward:0.895 - timing_s/old_log_prob:2.341 - timing_s/adv:0.001 - timing_s/update_actor:18.059 - timing_s/step:48.402 - timing_per_token_ms/update_actor:0.898 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.568 - perf/total_num_tokens:20106.000 - perf/time_per_step:48.402 - perf/throughput:51.924 - reward/mean:-0.126 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:1.000 - reflection/with_length_mean:87.000 - reflection/without_length_mean:130.290 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.085 - reflection/without_reward_mean:-0.127 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:128.938 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.126 - reflection_check/word_check_frequency:1.000 - reflection_check/with_check_length_mean:87.000 - reflection_check/without_check_length_mean:130.290 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.085 - reflection_check/without_check_reward_mean:-0.127 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:128.938 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.126 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:128.938 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.126 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:128.938 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.126 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:128.938 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.126 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:128.938 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.126 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:128.938 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.126 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:128.938 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.126 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:128.938 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.126 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:128.938 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.126 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:128.938 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.126 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module bcd7seg (b, en, h);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign h = en ? (8'hF << b) : 8'h00;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['08ae1b10-2a48-41c0-95d1-fc91c862d4b7', '42f38d3a-bdf8-4273-a9e2-013a9b8075ad', '66b6cf29-3beb-4905-be7b-ffc89da48a2c', '77d97ee2-f822-4275-922b-ac8f7d0a6567', '95a3bcd7-0015-46fa-9fdf-951db7dbd1bf', 'b5728abc-11d0-4898-b767-3db8c5315823', 'babebb61-f87b-4f33-bba8-ba19b9c86552', 'f53533d8-e0ea-402f-97da-2272cd2e9881']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  54%|█████▍    | 108/200 [1:04:49<54:34, 35.59s/it]
(TaskRunner pid=16447) step:107 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1158.000 - global_seqlen/max:2738.000 - global_seqlen/minmax_diff:1580.000 - global_seqlen/balanced_min:1624.000 - global_seqlen/balanced_max:1717.000 - global_seqlen/mean:1672.375 - actor/entropy:0.000 - actor/pg_loss:-0.185 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:21.690 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.921 - actor/lr:0.000 - critic/score/mean:-0.053 - critic/score/max:-0.034 - critic/score/min:-0.124 - critic/rewards/mean:-0.053 - critic/rewards/max:-0.034 - critic/rewards/min:-0.124 - critic/advantages/mean:-0.124 - critic/advantages/max:1.497 - critic/advantages/min:-1.470 - critic/returns/mean:-0.124 - critic/returns/max:1.497 - critic/returns/min:-1.470 - response_length/mean:54.219 - response_length/max:127.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:363.875 - prompt_length/max:610.000 - prompt_length/min:249.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:9.728 - timing_s/reward:0.910 - timing_s/old_log_prob:2.347 - timing_s/adv:0.001 - timing_s/update_actor:17.729 - timing_s/step:30.719 - timing_per_token_ms/update_actor:1.325 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.607 - perf/total_num_tokens:13379.000 - perf/time_per_step:30.719 - perf/throughput:54.440 - reward/mean:-0.053 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:54.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.053 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:54.219 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.053 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:54.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.053 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:54.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.053 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:54.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.053 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:54.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.053 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:54.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.053 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:54.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.053 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:54.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.053 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:54.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.053 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:54.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.053 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:54.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.053 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module interrupt_splitter (in, out);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign out = {16{in}};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2adc9463-9bee-4eb3-900c-4e22da080269', '2e8ed006-6633-4a95-ace3-569d789d9389', '33e59c27-2273-4cf5-be2c-2aed0dc7ee34', '73cda697-dba1-4a81-98b3-ebf07c04bd06', '82b6ab48-612e-4d34-ae52-b40512eabab8', 'a2e0ae4c-a877-4653-807a-69324d30c8e7', 'ba80def3-1a22-48f1-8432-bbeaa4428008', 'e39cd5b7-3bbe-4e0b-a62b-2a5d7793ff76']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  55%|█████▍    | 109/200 [1:05:22<52:56, 34.91s/it]
(TaskRunner pid=16447) step:108 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1320.000 - global_seqlen/max:2820.000 - global_seqlen/minmax_diff:1500.000 - global_seqlen/balanced_min:2066.000 - global_seqlen/balanced_max:2097.000 - global_seqlen/mean:2087.000 - actor/entropy:0.000 - actor/pg_loss:-0.428 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:16.879 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.910 - actor/lr:0.000 - critic/score/mean:-0.066 - critic/score/max:-0.033 - critic/score/min:-0.114 - critic/rewards/mean:-0.066 - critic/rewards/max:-0.033 - critic/rewards/min:-0.114 - critic/advantages/mean:-0.096 - critic/advantages/max:1.471 - critic/advantages/min:-1.498 - critic/returns/mean:-0.096 - critic/returns/max:1.471 - critic/returns/min:-1.498 - response_length/mean:67.875 - response_length/max:117.000 - response_length/min:34.000 - response_length/clip_ratio:0.000 - prompt_length/mean:453.875 - prompt_length/max:598.000 - prompt_length/min:286.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:9.469 - timing_s/reward:0.938 - timing_s/old_log_prob:2.349 - timing_s/adv:0.001 - timing_s/update_actor:17.353 - timing_s/step:30.114 - timing_per_token_ms/update_actor:1.039 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.359 - perf/total_num_tokens:16696.000 - perf/time_per_step:30.114 - perf/throughput:69.303 - reward/mean:-0.066 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:67.875 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.066 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:67.875 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.066 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:67.875 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.066 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:67.875 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.066 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:67.875 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.066 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:67.875 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.066 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:67.875 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.066 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:67.875 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.066 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:67.875 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.066 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:67.875 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.066 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:67.875 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.066 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:67.875 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.066 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module adder_2 (A, B, C, clk, Sum);
(TaskRunner pid=16447) assign Sum = A + B + C;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['04716277-f594-472c-b429-ebd1e632bddc', '1d0e9b9e-a3d4-4f44-8768-9e25633cc538', '21dfcb1a-7cbe-41eb-a00a-d23772f78663', '363e2695-de51-4828-b72c-949ade82dc02', '69d75424-67be-4aa7-a53f-9d59557c9f4c', '7d1d2852-73ee-4758-8b2d-99d55e20ec69', 'b7e85b38-5f0e-48da-9b58-00d334cf4c3c', 'bfe14a9d-721a-442f-a3a6-b6dcfba3ca94']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  55%|█████▌    | 110/200 [1:05:51<49:39, 33.11s/it]
(TaskRunner pid=16447) step:109 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1367.000 - global_seqlen/max:3150.000 - global_seqlen/minmax_diff:1783.000 - global_seqlen/balanced_min:1798.000 - global_seqlen/balanced_max:2000.000 - global_seqlen/mean:1885.000 - actor/entropy:0.000 - actor/pg_loss:-0.142 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:19.737 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.954 - actor/lr:0.000 - critic/score/mean:-0.068 - critic/score/max:-0.037 - critic/score/min:-0.185 - critic/rewards/mean:-0.068 - critic/rewards/max:-0.037 - critic/rewards/min:-0.185 - critic/advantages/mean:-0.155 - critic/advantages/max:1.497 - critic/advantages/min:-1.499 - critic/returns/mean:-0.155 - critic/returns/max:1.497 - critic/returns/min:-1.499 - response_length/mean:69.875 - response_length/max:189.000 - response_length/min:38.000 - response_length/clip_ratio:0.000 - prompt_length/mean:401.375 - prompt_length/max:714.000 - prompt_length/min:289.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:12.511 - timing_s/reward:0.865 - timing_s/old_log_prob:2.329 - timing_s/adv:0.001 - timing_s/update_actor:17.598 - timing_s/step:33.308 - timing_per_token_ms/update_actor:1.167 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.595 - perf/total_num_tokens:15080.000 - perf/time_per_step:33.308 - perf/throughput:56.593 - reward/mean:-0.068 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:69.875 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.068 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:69.875 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.068 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:69.875 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.068 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:69.875 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.068 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:69.875 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.068 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:69.875 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.068 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:69.875 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.068 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:69.875 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.068 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:69.875 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.068 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:69.875 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.068 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:69.875 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.068 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:69.875 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.068 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module update_capacity(entry, parking_capacity, parking_capacity_new, cap);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {cap, parking_capacity_new} = entry && parking_capacity;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['19e63014-0231-4029-b5d2-cb00537bb0a4', '79035b08-3888-45f3-8f8e-f196e75fed9a', 'a0158745-bea0-48d3-9bad-b1f56512c691', 'a4049a33-291a-447b-a84b-9925b2073a17', 'c0c96644-df53-44bd-8fc8-555c16efe5f7', 'c159cdc7-4a24-4b12-9a49-dc92539b9848', 'd8d575a6-d6b3-46c5-9ff8-d1923ebc71e1', 'fb38ec51-100f-41d9-852b-f5205b20239d']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  56%|█████▌    | 111/200 [1:06:25<49:23, 33.30s/it]
(TaskRunner pid=16447) step:110 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1165.000 - global_seqlen/max:2350.000 - global_seqlen/minmax_diff:1185.000 - global_seqlen/balanced_min:1735.000 - global_seqlen/balanced_max:1775.000 - global_seqlen/mean:1754.875 - actor/entropy:0.000 - actor/pg_loss:0.084 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:27.859 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.955 - actor/lr:0.000 - critic/score/mean:-0.050 - critic/score/max:-0.034 - critic/score/min:-0.091 - critic/rewards/mean:-0.050 - critic/rewards/max:-0.034 - critic/rewards/min:-0.091 - critic/advantages/mean:-0.112 - critic/advantages/max:1.367 - critic/advantages/min:-1.498 - critic/returns/mean:-0.112 - critic/returns/max:1.367 - critic/returns/min:-1.498 - response_length/mean:50.719 - response_length/max:93.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.000 - prompt_length/max:533.000 - prompt_length/min:255.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.781 - timing_s/reward:0.870 - timing_s/old_log_prob:2.356 - timing_s/adv:0.001 - timing_s/update_actor:17.872 - timing_s/step:28.884 - timing_per_token_ms/update_actor:1.273 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.794 - perf/total_num_tokens:14039.000 - perf/time_per_step:28.884 - perf/throughput:60.757 - reward/mean:-0.050 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:50.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.050 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:50.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.050 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:50.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.050 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:50.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.050 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:50.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.050 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:50.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.050 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:50.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.050 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:50.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.050 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:50.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.050 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:50.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.050 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:50.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.050 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:50.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.050 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module mx (in, out);
(TaskRunner pid=16447) assign out = in ^ {8{8'h1b}};
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['30a90fac-c372-4ee8-bb9c-f80a5e63e9e2', '346fc104-4e86-4aa1-b84e-1e9e42def8f3', '77dc9caa-078e-4969-b228-2754196c1e33', '7db37188-940c-48ed-8d7e-da6fab6491fd', '86d61a17-3b01-4638-adc2-4b30e7292c6f', '9fc9954d-44d1-4527-b7dd-9ea9308e9b0e', 'd70c97b5-656b-4523-96bf-410d89653825', 'deffed69-6ec8-4233-82d4-edf0d9ddbb77']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  56%|█████▌    | 112/200 [1:06:57<48:27, 33.04s/it]
(TaskRunner pid=16447) step:111 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1296.000 - global_seqlen/max:3470.000 - global_seqlen/minmax_diff:2174.000 - global_seqlen/balanced_min:1984.000 - global_seqlen/balanced_max:2036.000 - global_seqlen/mean:2013.625 - actor/entropy:0.000 - actor/pg_loss:0.483 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:35.217 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.937 - actor/lr:0.000 - critic/score/mean:-0.057 - critic/score/max:-0.036 - critic/score/min:-0.220 - critic/rewards/mean:-0.057 - critic/rewards/max:-0.036 - critic/rewards/min:-0.220 - critic/advantages/mean:-0.221 - critic/advantages/max:1.499 - critic/advantages/min:-1.500 - critic/returns/mean:-0.221 - critic/returns/max:1.499 - critic/returns/min:-1.500 - response_length/mean:58.781 - response_length/max:225.000 - response_length/min:37.000 - response_length/clip_ratio:0.000 - prompt_length/mean:444.625 - prompt_length/max:813.000 - prompt_length/min:279.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:13.504 - timing_s/reward:0.962 - timing_s/old_log_prob:2.329 - timing_s/adv:0.001 - timing_s/update_actor:16.904 - timing_s/step:33.703 - timing_per_token_ms/update_actor:1.049 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.179 - perf/total_num_tokens:16109.000 - perf/time_per_step:33.703 - perf/throughput:59.747 - reward/mean:-0.057 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:58.781 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.057 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:58.781 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.057 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:58.781 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.057 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:58.781 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.057 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:58.781 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.057 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:58.781 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.057 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:58.781 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.057 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:58.781 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.057 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:58.781 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.057 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:58.781 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.057 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:58.781 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.057 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:58.781 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.057 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module bit4_multiplier(A, B, Y);
(TaskRunner pid=16447) assign Y = A * B;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2efe82a8-e11f-4c6e-bab4-52cd5aabe039', '3b32ed9c-e500-4ac0-ad40-6fc97e198f1e', '599f0493-885a-4255-ac7f-cb96f62edece', '6cad6b42-6739-4217-aaa4-3071800052c5', '81551e54-e070-4e1f-9b28-3294fa198480', '9968ee34-7cd3-48ae-911e-d59842e7cea7', 'caccf0ef-22df-4426-ad6d-15d8248ea82c', 'e1508c15-0f81-472c-bd1c-c2dbe0ddd817']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  56%|█████▋    | 113/200 [1:07:28<46:51, 32.31s/it]
(TaskRunner pid=16447) step:112 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1278.000 - global_seqlen/max:2182.000 - global_seqlen/minmax_diff:904.000 - global_seqlen/balanced_min:1565.000 - global_seqlen/balanced_max:1601.000 - global_seqlen/mean:1586.500 - actor/entropy:0.000 - actor/pg_loss:-0.331 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:34.663 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.890 - actor/lr:0.000 - critic/score/mean:-0.056 - critic/score/max:-0.026 - critic/score/min:-0.170 - critic/rewards/mean:-0.056 - critic/rewards/max:-0.026 - critic/rewards/min:-0.170 - critic/advantages/mean:-0.086 - critic/advantages/max:1.470 - critic/advantages/min:-1.497 - critic/returns/mean:-0.086 - critic/returns/max:1.470 - critic/returns/min:-1.497 - response_length/mean:57.750 - response_length/max:174.000 - response_length/min:27.000 - response_length/clip_ratio:0.000 - prompt_length/mean:338.875 - prompt_length/max:483.000 - prompt_length/min:284.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:11.584 - timing_s/reward:0.897 - timing_s/old_log_prob:2.333 - timing_s/adv:0.001 - timing_s/update_actor:17.588 - timing_s/step:32.407 - timing_per_token_ms/update_actor:1.386 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.268 - perf/total_num_tokens:12692.000 - perf/time_per_step:32.407 - perf/throughput:48.956 - reward/mean:-0.056 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:57.750 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.056 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:57.750 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.056 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:57.750 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.056 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:57.750 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.056 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:57.750 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.056 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:57.750 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.056 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:57.750 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.056 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:57.750 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.056 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:57.750 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.056 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:57.750 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.056 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:57.750 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.056 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:57.750 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.056 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module BCDConverter (binary, enable, BCD10..BCD0);
(TaskRunner pid=16447) assign {BCD10,BCD9,BCD8,BCD7,BCD6,BCD5,BCD4,BCD3,BCD2,BCD1,BCD0} = binary;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['07958618-6492-44c9-9093-49a27896f519', '11829b54-bbc4-45fb-8d8d-af77fc6b6fdd', '24325b7a-d61b-4d7f-ad19-00cd054fda4c', '246fea8d-5bbf-45ba-ac47-caf2bcfe065b', '28732125-e09a-4229-8baf-e5c80ab6b0eb', '7fbe85fa-6466-4930-b7b5-777409e31fe2', 'a8d782cd-d045-43e0-8163-9c0d8623bb02', 'bfc0868a-261b-4e09-80c0-349cbf2c4ab8']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  57%|█████▋    | 114/200 [1:07:55<44:03, 30.74s/it]
(TaskRunner pid=16447) step:113 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1245.000 - global_seqlen/max:3333.000 - global_seqlen/minmax_diff:2088.000 - global_seqlen/balanced_min:2133.000 - global_seqlen/balanced_max:2161.000 - global_seqlen/mean:2151.375 - actor/entropy:0.000 - actor/pg_loss:-0.281 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:29.570 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.898 - actor/lr:0.000 - critic/score/mean:-0.073 - critic/score/max:-0.034 - critic/score/min:-0.126 - critic/rewards/mean:-0.073 - critic/rewards/max:-0.034 - critic/rewards/min:-0.126 - critic/advantages/mean:-0.046 - critic/advantages/max:1.499 - critic/advantages/min:-1.497 - critic/returns/mean:-0.046 - critic/returns/max:1.499 - critic/returns/min:-1.497 - response_length/mean:75.094 - response_length/max:129.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:462.750 - prompt_length/max:717.000 - prompt_length/min:276.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:9.763 - timing_s/reward:0.916 - timing_s/old_log_prob:2.304 - timing_s/adv:0.001 - timing_s/update_actor:17.608 - timing_s/step:30.596 - timing_per_token_ms/update_actor:1.023 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.063 - perf/total_num_tokens:17211.000 - perf/time_per_step:30.596 - perf/throughput:70.316 - reward/mean:-0.073 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:75.094 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.073 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:75.094 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.073 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:75.094 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.073 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:75.094 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.073 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:75.094 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.073 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:75.094 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.073 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:75.094 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.073 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:75.094 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.073 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:75.094 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.073 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:75.094 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.073 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:75.094 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.073 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:75.094 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.073 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module IDELAY #(parameter IOBDELAY_TYPE, IOBDELAY_VALUE) (C, CE, I, INC, RST, O);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign #IOBDELAY_VALUE*0.078 O = I;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['40fade1f-6db7-4009-ad9d-108ca753b8c4', '6b68baf1-5185-467b-95d2-f40582bff846', '7e58e0fd-5c9f-42a3-819b-6ff1705abde7', '85305341-e5c6-4dbb-835f-f107ba9a690c', 'b9a30f7c-2258-42f5-95ec-11e2fd3252e3', 'd60c9f33-fb6b-48b2-b6a0-6065e2bd2b68', 'd61a5d81-e24a-405b-9ab9-b22060b59842', 'efce8a53-3b1f-410c-bb78-0ed1aeb6524b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  57%|█████▊    | 115/200 [1:08:25<43:19, 30.58s/it]
(TaskRunner pid=16447) step:114 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1165.000 - global_seqlen/max:2292.000 - global_seqlen/minmax_diff:1127.000 - global_seqlen/balanced_min:1753.000 - global_seqlen/balanced_max:1771.000 - global_seqlen/mean:1763.500 - actor/entropy:0.000 - actor/pg_loss:-0.004 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:41.090 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.930 - actor/lr:0.000 - critic/score/mean:-0.054 - critic/score/max:-0.034 - critic/score/min:-0.081 - critic/rewards/mean:-0.054 - critic/rewards/max:-0.034 - critic/rewards/min:-0.081 - critic/advantages/mean:-0.109 - critic/advantages/max:1.469 - critic/advantages/min:-1.497 - critic/returns/mean:-0.109 - critic/returns/max:1.469 - critic/returns/min:-1.497 - response_length/mean:55.250 - response_length/max:83.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:385.625 - prompt_length/max:500.000 - prompt_length/min:250.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:6.709 - timing_s/reward:0.908 - timing_s/old_log_prob:2.313 - timing_s/adv:0.001 - timing_s/update_actor:17.125 - timing_s/step:27.060 - timing_per_token_ms/update_actor:1.214 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.795 - perf/total_num_tokens:14108.000 - perf/time_per_step:27.060 - perf/throughput:65.170 - reward/mean:-0.054 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:55.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.054 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:55.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.054 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:55.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.054 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:55.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.054 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:55.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.054 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:55.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.054 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:55.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.054 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:55.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.054 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:55.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.054 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:55.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.054 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:55.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.054 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:55.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.054 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module EX_MEM (clock, reset, ex_alu_result, mem_write_en, mem_write_data, write_back_en, write_back_dest, write_back_result_mux, RegExToMemOut);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign RegExToMemOut = {ex_alu_result, mem_write_en, mem_write_data, write_back_en, write_back_dest, write_back_result_mux};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1182e4d7-ca9c-4bc4-9552-be5b412d2b50', '1a036336-4d71-403f-a258-528da5452256', '2715bd15-18fa-4620-8d64-d9fc4d806e1c', '53751232-7dd4-47a8-912b-20e1d6db4284', '7a3c48a7-b82a-40c3-a6e8-b31e15f7d8d6', 'a9216222-87ed-47a8-9004-ef05f895eefe', 'acce2c56-42c8-4809-b4cf-d1d21517ee4b', 'd34e37b6-a428-4613-90b9-97d954ec55d4']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  58%|█████▊    | 116/200 [1:09:00<44:51, 32.04s/it]
(TaskRunner pid=16447) step:115 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1422.000 - global_seqlen/max:3294.000 - global_seqlen/minmax_diff:1872.000 - global_seqlen/balanced_min:2235.000 - global_seqlen/balanced_max:2254.000 - global_seqlen/mean:2247.250 - actor/entropy:0.000 - actor/pg_loss:0.123 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:50.863 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.959 - actor/lr:0.000 - critic/score/mean:-0.077 - critic/score/max:-0.035 - critic/score/min:-0.132 - critic/rewards/mean:-0.077 - critic/rewards/max:-0.035 - critic/rewards/min:-0.132 - critic/advantages/mean:-0.066 - critic/advantages/max:1.498 - critic/advantages/min:-1.414 - critic/returns/mean:-0.066 - critic/returns/max:1.498 - critic/returns/min:-1.414 - response_length/mean:78.688 - response_length/max:135.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:483.125 - prompt_length/max:700.000 - prompt_length/min:312.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:9.321 - timing_s/reward:0.909 - timing_s/old_log_prob:2.381 - timing_s/adv:0.001 - timing_s/update_actor:17.583 - timing_s/step:30.198 - timing_per_token_ms/update_actor:0.978 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.702 - perf/total_num_tokens:17978.000 - perf/time_per_step:30.198 - perf/throughput:74.416 - reward/mean:-0.077 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:78.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.077 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:78.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.077 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:78.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.077 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:78.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.077 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:78.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.077 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:78.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.077 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:78.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.077 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:78.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.077 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:78.688 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.077 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:78.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.077 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:78.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.077 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:78.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.077 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module PiSimulator_VGA (HS, VS, px_x, px_y, vidSel, clk25);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign {HS, VS, vidSel} = clk25;
(TaskRunner pid=16447) assign {px_x, px_y} = clk25;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['81d8a4fb-aa56-47f5-892e-045d885dde5e', '81f093bd-e01c-4dc3-a4b6-88df9c7ea7e2', '8ce9c90e-f07e-4352-b193-badb9eb2357d', '90e4dfdd-bf60-4027-9bb9-6f351f023142', 'b8f1dad4-ef77-494e-9340-ea05316dabec', 'c9591e87-3043-4983-99ee-e3bcedf36984', 'e1f6dd8b-3b19-45e6-b3fb-9b355f298fb4', 'f57ce607-ae83-4d74-a51e-dcb16844a161']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  58%|█████▊    | 117/200 [1:09:30<43:24, 31.38s/it]
(TaskRunner pid=16447) step:116 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1205.000 - global_seqlen/max:2422.000 - global_seqlen/minmax_diff:1217.000 - global_seqlen/balanced_min:1740.000 - global_seqlen/balanced_max:1855.000 - global_seqlen/mean:1761.750 - actor/entropy:0.000 - actor/pg_loss:-0.294 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:61.676 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.922 - actor/lr:0.000 - critic/score/mean:-0.058 - critic/score/max:-0.034 - critic/score/min:-0.222 - critic/rewards/mean:-0.058 - critic/rewards/max:-0.034 - critic/rewards/min:-0.222 - critic/advantages/mean:-0.216 - critic/advantages/max:1.495 - critic/advantages/min:-1.500 - critic/returns/mean:-0.216 - critic/returns/max:1.495 - critic/returns/min:-1.500 - response_length/mean:59.312 - response_length/max:227.000 - response_length/min:35.000 - response_length/clip_ratio:0.000 - prompt_length/mean:381.125 - prompt_length/max:532.000 - prompt_length/min:266.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:14.659 - timing_s/reward:0.898 - timing_s/old_log_prob:2.321 - timing_s/adv:0.001 - timing_s/update_actor:17.537 - timing_s/step:35.420 - timing_per_token_ms/update_actor:1.244 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.723 - perf/total_num_tokens:14094.000 - perf/time_per_step:35.420 - perf/throughput:49.739 - reward/mean:-0.058 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:59.312 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.058 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:59.312 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.058 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:59.312 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.058 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:59.312 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.058 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:59.312 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.058 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:59.312 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.058 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:59.312 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.058 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:59.312 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.058 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:59.312 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.058 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:59.312 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.058 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:59.312 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.058 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:59.312 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.058 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module M (in, out, clk, rst);
(TaskRunner pid=16447) assign out = {pc8M, instrM, memaddrM, aluoutM, rd2M, waM};
(TaskRunner pid=16447) always @(posedge clk) out <= in;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['13d40b1f-faaf-4e6f-9931-b3f400108b40', '1606806c-76b0-4fa1-964e-12d2e4bd53b1', '55b0bb43-584c-4efb-94ff-fb1769bc9c6e', '7ae733a5-b414-44ac-9421-f7f7ff674dc5', '97a65673-9409-4f1d-a06b-f00dd0777ed5', 'a6381909-517a-4d32-9dbe-8b7537d69a88', 'c085be08-b9f4-4e7a-a087-3d06d9f1a244', 'd133c164-788e-4623-b6ca-fc7001457d04']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  59%|█████▉    | 118/200 [1:10:00<42:24, 31.03s/it]
(TaskRunner pid=16447) step:117 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1392.000 - global_seqlen/max:3994.000 - global_seqlen/minmax_diff:2602.000 - global_seqlen/balanced_min:2196.000 - global_seqlen/balanced_max:2243.000 - global_seqlen/mean:2225.500 - actor/entropy:0.000 - actor/pg_loss:-0.526 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:77.679 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.952 - actor/lr:0.000 - critic/score/mean:-0.065 - critic/score/max:-0.036 - critic/score/min:-0.119 - critic/rewards/mean:-0.065 - critic/rewards/max:-0.036 - critic/rewards/min:-0.119 - critic/advantages/mean:-0.072 - critic/advantages/max:1.498 - critic/advantages/min:-1.305 - critic/returns/mean:-0.072 - critic/returns/max:1.498 - critic/returns/min:-1.305 - response_length/mean:66.250 - response_length/max:122.000 - response_length/min:37.000 - response_length/clip_ratio:0.000 - prompt_length/mean:490.125 - prompt_length/max:894.000 - prompt_length/min:299.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:8.993 - timing_s/reward:0.906 - timing_s/old_log_prob:2.335 - timing_s/adv:0.001 - timing_s/update_actor:17.572 - timing_s/step:29.811 - timing_per_token_ms/update_actor:0.987 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.242 - perf/total_num_tokens:17804.000 - perf/time_per_step:29.811 - perf/throughput:74.655 - reward/mean:-0.065 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:66.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.065 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:66.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.065 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:66.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.065 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:66.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.065 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:66.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.065 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:66.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.065 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:66.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.065 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:66.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.065 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:66.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.065 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:66.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.065 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:66.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.065 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:66.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.065 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ProcessingElementControl(clock, reset, mac_en, from_top_psum_enq_en, from_top_do_load_en, from_top_cal_fin, top_psum_enq_en, top_do_load_en, top_cal_fin, top_write_fin);
(TaskRunner pid=16447) assign {top_cal_fin, mac_en, from_top_do_load_en, from_top_psum_enq_en} = {from_top_cal_fin, 1, top_do_load_en, top_psum_enq_en};
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['016d275a-004e-4c28-9e75-e7b103834bc0', '19b48fe6-716c-4f24-a43e-97dc715c53f6', '1da5c070-ee38-4e7e-a155-408682b15c6b', '8d8506fa-01f1-4fbb-9d25-7aa6bae8482c', '956f1d5d-0300-47bf-91ec-79f3b03b7347', 'a12fea0f-10c1-420f-ba62-598d9e2aee66', 'e07dfe66-39bc-42ee-aaad-98ff51bb12f7', 'fccfbd04-1d10-41ca-a088-8c379a16678b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  60%|█████▉    | 119/200 [1:10:29<40:54, 30.30s/it]
(TaskRunner pid=16447) step:118 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1176.000 - global_seqlen/max:3135.000 - global_seqlen/minmax_diff:1959.000 - global_seqlen/balanced_min:1952.000 - global_seqlen/balanced_max:1978.000 - global_seqlen/mean:1962.750 - actor/entropy:0.000 - actor/pg_loss:-0.071 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:99.166 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.129 - perf/cpu_memory_used_gb:251.950 - actor/lr:0.000 - critic/score/mean:-0.057 - critic/score/max:-0.035 - critic/score/min:-0.115 - critic/rewards/mean:-0.057 - critic/rewards/max:-0.035 - critic/rewards/min:-0.115 - critic/advantages/mean:-0.138 - critic/advantages/max:1.491 - critic/advantages/min:-1.500 - critic/returns/mean:-0.138 - critic/returns/max:1.491 - critic/returns/min:-1.500 - response_length/mean:58.562 - response_length/max:118.000 - response_length/min:36.000 - response_length/clip_ratio:0.000 - prompt_length/mean:432.125 - prompt_length/max:686.000 - prompt_length/min:254.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:8.964 - timing_s/reward:0.972 - timing_s/old_log_prob:2.333 - timing_s/adv:0.001 - timing_s/update_actor:17.933 - timing_s/step:30.207 - timing_per_token_ms/update_actor:1.142 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.783 - perf/total_num_tokens:15702.000 - perf/time_per_step:30.207 - perf/throughput:64.976 - reward/mean:-0.057 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:58.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.057 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:58.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.057 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:58.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.057 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:58.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.057 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:58.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.057 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:58.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.057 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:58.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.057 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:58.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.057 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:58.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.057 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:58.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.057 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:58.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.057 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:58.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.057 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch:
(TaskRunner pid=16447)  13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ProgramCounter(PC, BR_address, Zero, Branch, Uncondbranch, clk, rst);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign PC = PC + ((Uncondbranch|Branch&Zero)*BR_address*4 +4);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3aa07bdc-8e3a-4108-99e1-7d0aeb796786', '5dc8661c-3754-460a-b6c6-5d7c6c8b6e0c', '835a0bc8-0884-46e5-9358-b6ec26f82aa3', '8afe9e18-7957-40fa-b602-194e8699f137', 'ac66c0f3-8cbf-401e-abcc-34fcf0061c1e', 'af877fef-9859-4810-8876-d82a572ddeb3', 'e53710be-702f-42bc-9d08-169cc73dc5c4', 'e57cd769-86fd-4b76-87d2-52f245eefee7']
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) step:119 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1201.000 - global_seqlen/max:2330.000 - global_seqlen/minmax_diff:1129.000 - global_seqlen/balanced_min:1869.000 - global_seqlen/balanced_max:1899.000 - global_seqlen/mean:1884.750 - actor/entropy:0.000 - actor/pg_loss:-0.417 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:113.159 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:251.995 - actor/lr:0.000 - critic/score/mean:-0.050 - critic/score/max:-0.033 - critic/score/min:-0.084 - critic/rewards/mean:-0.050 - critic/rewards/max:-0.033 - critic/rewards/min:-0.084 - critic/advantages/mean:-0.095 - critic/advantages/max:1.437 - critic/advantages/min:-1.454 - critic/returns/mean:-0.095 - critic/returns/max:1.437 - critic/returns/min:-1.454 - response_length/mean:51.562 - response_length/max:86.000 - response_length/min:34.000 - response_length/clip_ratio:0.000 - prompt_length/mean:419.625 - prompt_length/max:520.000 - prompt_length/min:265.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.374 - timing_s/reward:0.865 - timing_s/old_log_prob:2.365 - timing_s/adv:0.001 - timing_s/update_actor:17.953 - timing_s/step:28.563 - timing_per_token_ms/update_actor:1.191 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.469 - perf/total_num_tokens:15078.000 - perf/time_per_step:28.563 - perf/throughput:65.987 - reward/mean:-0.050 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:51.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.050 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:51.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.050 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:51.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.050 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:51.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.050 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:51.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.050 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:51.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.050 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:51.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.050 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:51.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.050 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:51.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.050 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:51.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.050 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:51.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.050 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:51.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.050 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Mux_4x1(i_a, i_b, i_c, i_d, i_sel, o_y);
(TaskRunner pid=16447) assign o_y = {i_d, i_c, i_b, i_a}[i_sel];
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) local_global_step_folder: /data/save/verilog/global_step_120
(WorkerDict pid=17591) [rank-0]: Saving model to /data/save/verilog/global_step_120/actor/model_world_size_8_rank_0.pt
(WorkerDict pid=17591) [rank-0]: Saving checkpoint to /data/save/verilog/global_step_120/actor/model_world_size_8_rank_0.pt
(WorkerDict pid=17591) [rank-0]: Saving extra_state to /data/save/verilog/global_step_120/actor/extra_state_world_size_8_rank_0.pt
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['12a66ffa-59bc-42e4-a2fa-953e5a1310f3', '70cd4107-b449-4ceb-9958-be45d37c7173', 'aee567aa-f5c2-4a59-849b-1914daef083d', 'c2126607-db43-4b2c-98b2-5a2d351bdff3', 'd73fef8e-3b0f-4a6c-a8ea-dd6efbcaa35f', 'dc1b86dc-d77f-4512-b0f6-8d4da22c50a0', 'ec5aad57-2ba1-48bb-a871-d9335ee04d7a', 'ffdebd80-bd26-4c2b-8efe-0158cbe01a10']
(WorkerDict pid=17921) [rank-7]: Saving model to /data/save/verilog/global_step_120/actor/model_world_size_8_rank_7.pt [repeated 7x across cluster]
(WorkerDict pid=17921) [rank-7]: Saving checkpoint to /data/save/verilog/global_step_120/actor/model_world_size_8_rank_7.pt [repeated 7x across cluster]
(TaskRunner pid=16447) 
Training Progress:  60%|██████    | 120/200 [1:11:22<49:37, 37.22s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  60%|██████    | 121/200 [1:11:48<44:15, 33.61s/it]
(WorkerDict pid=17921) [rank-7]: Saving extra_state to /data/save/verilog/global_step_120/actor/extra_state_world_size_8_rank_7.pt [repeated 7x across cluster]
(TaskRunner pid=16447) step:120 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1264.000 - global_seqlen/max:2519.000 - global_seqlen/minmax_diff:1255.000 - global_seqlen/balanced_min:1756.000 - global_seqlen/balanced_max:1765.000 - global_seqlen/mean:1759.250 - actor/entropy:0.000 - actor/pg_loss:0.266 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:106.988 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:251.971 - actor/lr:0.000 - critic/score/mean:-0.054 - critic/score/max:-0.031 - critic/score/min:-0.106 - critic/rewards/mean:-0.054 - critic/rewards/max:-0.031 - critic/rewards/min:-0.106 - critic/advantages/mean:-0.078 - critic/advantages/max:1.500 - critic/advantages/min:-1.470 - critic/returns/mean:-0.078 - critic/returns/max:1.500 - critic/returns/min:-1.470 - response_length/mean:55.188 - response_length/max:109.000 - response_length/min:32.000 - response_length/clip_ratio:0.000 - prompt_length/mean:384.625 - prompt_length/max:534.000 - prompt_length/min:279.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:8.840 - timing_s/reward:0.858 - timing_s/old_log_prob:2.356 - timing_s/adv:0.001 - timing_s/update_actor:17.402 - timing_s/save_checkpoint:23.870 - timing_s/step:53.332 - timing_per_token_ms/update_actor:1.236 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.006 - perf/total_num_tokens:14074.000 - perf/time_per_step:53.332 - perf/throughput:32.987 - reward/mean:-0.054 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:55.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.054 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:55.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.054 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:55.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.054 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:55.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.054 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:55.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.054 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:55.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.054 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:55.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.054 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:55.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.054 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:55.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.054 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:55.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.054 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:55.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.054 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:55.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.054 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module MEM_WB_pipeline_register(in,out,clock, hit);
(TaskRunner pid=16447) assign out = hit?in:0;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1d5de5b8-cce2-4466-ba90-398af20f3549', '2953a3d5-5e70-44a4-8e19-747394b42838', '58f3a07b-1d71-4b40-ba5b-1ca4719ba230', '61f8c803-a88b-4688-a869-f8309c41757f', '6b0b2019-39d0-4d10-82bd-30c98c350c64', 'b2465573-84fa-4d21-be77-c132411002d4', 'ce1478ab-1545-4705-9555-bc382899d1eb', 'e862ecf8-b3a0-4bfd-8dda-8a89001b32ab']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  61%|██████    | 122/200 [1:12:16<41:44, 32.11s/it]
(TaskRunner pid=16447) step:121 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1113.000 - global_seqlen/max:2383.000 - global_seqlen/minmax_diff:1270.000 - global_seqlen/balanced_min:1626.000 - global_seqlen/balanced_max:1689.000 - global_seqlen/mean:1657.500 - actor/entropy:0.000 - actor/pg_loss:0.426 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:117.895 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.649 - actor/lr:0.000 - critic/score/mean:-0.039 - critic/score/max:-0.026 - critic/score/min:-0.054 - critic/rewards/mean:-0.039 - critic/rewards/max:-0.026 - critic/rewards/min:-0.054 - critic/advantages/mean:-0.058 - critic/advantages/max:1.476 - critic/advantages/min:-1.497 - critic/returns/mean:-0.058 - critic/returns/max:1.476 - critic/returns/min:-1.497 - response_length/mean:39.500 - response_length/max:55.000 - response_length/min:27.000 - response_length/clip_ratio:0.000 - prompt_length/mean:374.875 - prompt_length/max:557.000 - prompt_length/min:251.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.841 - timing_s/reward:0.863 - timing_s/old_log_prob:2.374 - timing_s/adv:0.001 - timing_s/update_actor:18.090 - timing_s/step:25.172 - timing_per_token_ms/update_actor:1.364 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.039 - perf/total_num_tokens:13260.000 - perf/time_per_step:25.172 - perf/throughput:65.846 - reward/mean:-0.039 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:39.500 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.039 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:39.500 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.039 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:39.500 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.039 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:39.500 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.039 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:39.500 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.039 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:39.500 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.039 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:39.500 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.039 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:39.500 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.039 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:39.500 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.039 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:39.500 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.039 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:39.500 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.039 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:39.500 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.039 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ID_EX (in, out);
(TaskRunner pid=16447) assign out = en_reg?in:0;
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['26803d32-345b-4156-9faa-6d9044106bbd', '2a8378fb-201f-4579-8088-837916518151', '408fac1a-7b85-47de-a791-f122869d5ece', '4ad64d67-a000-4806-8535-4583cfc3a5c6', '945579ad-2ffa-40e7-adf7-3c82b051663f', '9d4b15fe-8052-4f76-bcfd-f92d20e8ad7c', 'c6a4b3f9-8781-4d8a-b80d-64f981ae5776', 'f01c6b89-b5a4-4cbd-8ce7-250dc1f598b5']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  62%|██████▏   | 123/200 [1:12:42<38:49, 30.26s/it]
(TaskRunner pid=16447) step:122 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1135.000 - global_seqlen/max:3198.000 - global_seqlen/minmax_diff:2063.000 - global_seqlen/balanced_min:2073.000 - global_seqlen/balanced_max:2165.000 - global_seqlen/mean:2118.500 - actor/entropy:0.000 - actor/pg_loss:-0.621 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:251.471 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.297 - actor/lr:0.000 - critic/score/mean:-0.054 - critic/score/max:-0.029 - critic/score/min:-0.093 - critic/rewards/mean:-0.054 - critic/rewards/max:-0.029 - critic/rewards/min:-0.093 - critic/advantages/mean:-0.130 - critic/advantages/max:1.433 - critic/advantages/min:-1.488 - critic/returns/mean:-0.130 - critic/returns/max:1.433 - critic/returns/min:-1.488 - response_length/mean:55.625 - response_length/max:95.000 - response_length/min:30.000 - response_length/clip_ratio:0.000 - prompt_length/mean:474.000 - prompt_length/max:742.000 - prompt_length/min:244.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:8.052 - timing_s/reward:0.875 - timing_s/old_log_prob:2.311 - timing_s/adv:0.001 - timing_s/update_actor:17.336 - timing_s/step:28.578 - timing_per_token_ms/update_actor:1.023 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.523 - perf/total_num_tokens:16948.000 - perf/time_per_step:28.578 - perf/throughput:74.130 - reward/mean:-0.054 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:55.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.054 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:55.625 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.054 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:55.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.054 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:55.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.054 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:55.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.054 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:55.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.054 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:55.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.054 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:55.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.054 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:55.625 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.054 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:55.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.054 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:55.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.054 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:55.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.054 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module shift_counter(in, out);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign out = reset?1:8'b1;
(TaskRunner pid=16447) 
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0926b02f-0533-4207-8ded-73a98cb5d912', '1ca4a24b-3a3e-4cca-b23b-7d52445e5d75', '1d6b4e08-f264-4680-8435-297a0bc5940f', '51bed196-f1a9-4891-bb76-b9af89e565da', '5a9b1572-30f3-4177-a9b0-8c4cbf0c3223', '9cbf1f1c-5a9e-486d-8341-f005f6ab5786', 'b4bc6bcf-6323-4b14-aea5-42376f327f0d', 'fa42be5c-95de-48dd-833c-d33ad61ac98c']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  62%|██████▏   | 124/200 [1:13:11<37:46, 29.82s/it]
(TaskRunner pid=16447) step:123 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1194.000 - global_seqlen/max:2402.000 - global_seqlen/minmax_diff:1208.000 - global_seqlen/balanced_min:1593.000 - global_seqlen/balanced_max:1623.000 - global_seqlen/mean:1607.625 - actor/entropy:0.000 - actor/pg_loss:-0.153 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:197.608 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.297 - actor/lr:0.000 - critic/score/mean:-0.039 - critic/score/max:-0.023 - critic/score/min:-0.062 - critic/rewards/mean:-0.039 - critic/rewards/max:-0.023 - critic/rewards/min:-0.062 - critic/advantages/mean:-0.069 - critic/advantages/max:1.441 - critic/advantages/min:-1.317 - critic/returns/mean:-0.069 - critic/returns/max:1.441 - critic/returns/min:-1.317 - response_length/mean:40.406 - response_length/max:64.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:361.500 - prompt_length/max:551.000 - prompt_length/min:256.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.625 - timing_s/reward:0.872 - timing_s/old_log_prob:2.340 - timing_s/adv:0.001 - timing_s/update_actor:17.082 - timing_s/step:25.923 - timing_per_token_ms/update_actor:1.328 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.350 - perf/total_num_tokens:12861.000 - perf/time_per_step:25.923 - perf/throughput:62.015 - reward/mean:-0.039 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:40.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.039 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:40.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.039 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:40.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.039 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:40.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.039 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:40.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.039 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:40.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.039 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:40.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.039 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:40.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.039 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:40.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.039 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:40.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.039 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:40.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.039 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:40.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.039 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module floatToFixed(float, fixpointpos, result);
(TaskRunner pid=16447) assign result = $fixed(float, fixpointpos);
(TaskRunner pid=16447) endmodule
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['35d2d247-ad05-49f6-baca-c5ea01c558a5', '41cb2c17-bffd-4d54-9e2b-db0b07ec4c55', '92c9c466-623f-4f88-b07c-ce11181af10c', '9e4b5ffc-4c59-4f7b-8c3d-4e57e03f868d', 'af7f172a-1c21-402c-8ea7-230348d30fa3', 'bd295d2d-3da9-4e0c-b602-1145bb7e6bc1', 'be7265a5-ca45-4cfc-ade5-fccaaf65bb1c', 'f7617cc1-9609-4d55-8746-e38e84e7af58']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  62%|██████▎   | 125/200 [1:13:40<36:53, 29.52s/it]
(TaskRunner pid=16447) step:124 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1441.000 - global_seqlen/max:2790.000 - global_seqlen/minmax_diff:1349.000 - global_seqlen/balanced_min:1856.000 - global_seqlen/balanced_max:1958.000 - global_seqlen/mean:1897.875 - actor/entropy:0.000 - actor/pg_loss:-0.396 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:314.880 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.228 - actor/lr:0.000 - critic/score/mean:-0.046 - critic/score/max:-0.032 - critic/score/min:-0.100 - critic/rewards/mean:-0.046 - critic/rewards/max:-0.032 - critic/rewards/min:-0.100 - critic/advantages/mean:-0.128 - critic/advantages/max:1.396 - critic/advantages/min:-1.483 - critic/returns/mean:-0.128 - critic/returns/max:1.396 - critic/returns/min:-1.483 - response_length/mean:46.969 - response_length/max:102.000 - response_length/min:33.000 - response_length/clip_ratio:0.000 - prompt_length/mean:427.500 - prompt_length/max:631.000 - prompt_length/min:321.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.811 - timing_s/reward:0.888 - timing_s/old_log_prob:2.308 - timing_s/adv:0.001 - timing_s/update_actor:17.768 - timing_s/step:28.779 - timing_per_token_ms/update_actor:1.170 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.197 - perf/total_num_tokens:15183.000 - perf/time_per_step:28.779 - perf/throughput:65.946 - reward/mean:-0.046 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:46.969 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.046 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:46.969 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.046 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:46.969 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.046 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:46.969 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.046 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:46.969 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.046 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:46.969 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.046 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:46.969 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.046 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:46.969 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.046 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:46.969 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.046 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:46.969 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.046 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:46.969 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.046 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:46.969 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.046 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module reflet_sr_latch(reset,set,clk,out); assign out=set;
(TaskRunner pid=16447) module reflet_short(reset,in,clk,out); assign out=in&~reset;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['011a5569-95bb-4825-8d4b-5a9b0162fbc5', '02fda490-707d-453c-a741-0219eebe8695', '38518708-e296-4034-9ca6-2c1f400ec6f3', '7adfc81e-4d5b-4bda-b473-dcc13cb5e664', '8ee18c8a-8d41-4f80-80a6-55356ecc3570', '92f5e302-4b1b-4038-8cb3-569a1c69a895', 'b2fc14f3-59ce-4600-b80b-00e0de59be56', 'c32f97dd-140b-487a-a426-c593c3cfad47']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  63%|██████▎   | 126/200 [1:14:07<35:31, 28.80s/it]
(TaskRunner pid=16447) step:125 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1319.000 - global_seqlen/max:3227.000 - global_seqlen/minmax_diff:1908.000 - global_seqlen/balanced_min:2172.000 - global_seqlen/balanced_max:2184.000 - global_seqlen/mean:2178.625 - actor/entropy:0.000 - actor/pg_loss:-0.159 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:435.389 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.294 - actor/lr:0.000 - critic/score/mean:-0.051 - critic/score/max:-0.023 - critic/score/min:-0.106 - critic/rewards/mean:-0.051 - critic/rewards/max:-0.023 - critic/rewards/min:-0.106 - critic/advantages/mean:-0.213 - critic/advantages/max:1.305 - critic/advantages/min:-1.466 - critic/returns/mean:-0.213 - critic/returns/max:1.305 - critic/returns/min:-1.466 - response_length/mean:52.031 - response_length/max:109.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:492.625 - prompt_length/max:740.000 - prompt_length/min:297.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.845 - timing_s/reward:0.888 - timing_s/old_log_prob:2.306 - timing_s/adv:0.001 - timing_s/update_actor:17.745 - timing_s/step:28.789 - timing_per_token_ms/update_actor:1.018 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.712 - perf/total_num_tokens:17429.000 - perf/time_per_step:28.789 - perf/throughput:75.674 - reward/mean:-0.051 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:52.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.051 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:52.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.051 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:52.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.051 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:52.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.051 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:52.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.051 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:52.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.051 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:52.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.051 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:52.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.051 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:52.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.051 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:52.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.051 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:52.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.051 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:52.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.051 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module display_driver_rgb_pipe #(P,L,B) (in, out);
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign out = go&{L,pixel};
(TaskRunner pid=16447) 
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['449642a3-bbb5-4bbb-8790-6f719de76953', '59b37f3b-5a87-47b7-a155-f410a8f3788d', '6e27b5b6-1eea-41b5-a7b1-795b55ed6b6a', 'b0a2b73e-4540-4f63-99c2-45dbdf115380', 'b3a7c92f-9b8a-4668-a8d8-f96f180a6f24', 'badabc32-3d15-4ef3-90ad-98209ff8be7d', 'ce15339e-21c5-430b-97c0-9ffe15c6d9ef', 'd51509f8-39e5-4753-8bfc-d52c3f869f2d']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  64%|██████▎   | 127/200 [1:14:33<33:59, 27.94s/it]
(TaskRunner pid=16447) step:126 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1154.000 - global_seqlen/max:2599.000 - global_seqlen/minmax_diff:1445.000 - global_seqlen/balanced_min:1913.000 - global_seqlen/balanced_max:1919.000 - global_seqlen/mean:1915.250 - actor/entropy:0.000 - actor/pg_loss:-0.011 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:245.659 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.327 - actor/lr:0.000 - critic/score/mean:-0.036 - critic/score/max:-0.025 - critic/score/min:-0.067 - critic/rewards/mean:-0.036 - critic/rewards/max:-0.025 - critic/rewards/min:-0.067 - critic/advantages/mean:-0.067 - critic/advantages/max:1.497 - critic/advantages/min:-1.498 - critic/returns/mean:-0.067 - critic/returns/max:1.497 - critic/returns/min:-1.498 - response_length/mean:36.812 - response_length/max:69.000 - response_length/min:26.000 - response_length/clip_ratio:0.000 - prompt_length/mean:442.000 - prompt_length/max:621.000 - prompt_length/min:253.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:6.664 - timing_s/reward:0.930 - timing_s/old_log_prob:2.354 - timing_s/adv:0.001 - timing_s/update_actor:17.150 - timing_s/step:27.102 - timing_per_token_ms/update_actor:1.119 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.657 - perf/total_num_tokens:15322.000 - perf/time_per_step:27.102 - perf/throughput:70.667 - reward/mean:-0.036 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:36.812 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.036 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:36.812 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.036 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:36.812 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.036 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:36.812 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.036 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:36.812 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.036 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:36.812 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.036 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:36.812 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.036 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:36.812 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.036 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:36.812 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.036 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:36.812 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.036 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:36.812 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.036 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:36.812 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.036 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module somador_subtrator_complemto1b(a,b,cin,sinal,s0,cout);
(TaskRunner pid=16447) assign {cout,s0}=a+b+cin;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0bb2cf59-9e25-4635-b9ff-185d64cd9b28', '5e8e1190-28b4-414b-8a8b-275122594bee', '73e68c8b-8629-494e-9d97-b43e6a39208a', 'bc384a64-fad3-4dd7-a2cb-6ffda307c972', 'da67ccac-5cdd-4d94-a7f3-33fcb032a56b', 'db1354e6-2209-452f-9e1c-65a156774da9', 'ea0b0196-eee8-4157-9054-2199345a7961', 'f26dfa07-b3e6-4c0f-87f7-a9a85f53f0e7']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  64%|██████▍   | 128/200 [1:14:59<32:44, 27.28s/it]
(TaskRunner pid=16447) step:127 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1256.000 - global_seqlen/max:4002.000 - global_seqlen/minmax_diff:2746.000 - global_seqlen/balanced_min:2285.000 - global_seqlen/balanced_max:2304.000 - global_seqlen/mean:2294.125 - actor/entropy:0.000 - actor/pg_loss:0.391 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:197.511 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.273 - actor/lr:0.000 - critic/score/mean:-0.035 - critic/score/max:-0.024 - critic/score/min:-0.047 - critic/rewards/mean:-0.035 - critic/rewards/max:-0.024 - critic/rewards/min:-0.047 - critic/advantages/mean:-0.032 - critic/advantages/max:1.498 - critic/advantages/min:-1.465 - critic/returns/mean:-0.032 - critic/returns/max:1.498 - critic/returns/min:-1.465 - response_length/mean:35.531 - response_length/max:48.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:538.000 - prompt_length/max:964.000 - prompt_length/min:285.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.982 - timing_s/reward:0.890 - timing_s/old_log_prob:2.360 - timing_s/adv:0.001 - timing_s/update_actor:17.678 - timing_s/step:25.914 - timing_per_token_ms/update_actor:0.963 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.381 - perf/total_num_tokens:18353.000 - perf/time_per_step:25.914 - perf/throughput:88.528 - reward/mean:-0.035 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:35.531 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.035 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:35.531 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.035 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:35.531 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.035 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:35.531 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.035 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:35.531 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.035 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:35.531 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.035 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:35.531 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.035 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:35.531 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.035 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:35.531 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.035 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:35.531 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.035 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:35.531 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.035 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:35.531 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.035 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module kogge_stone_8(a,b,cin,sum,cout); assign{cout,sum}=a+b+cin;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1327310b-18a2-4ce3-8fbe-3af1d2764eec', '2355ce10-69cc-43d5-9c85-23d8af83906e', '4e1414d2-a777-45d1-a2e5-99a53a35ab63', '59f712f5-c292-4b3b-899b-fcf9eba1971c', 'bc18edca-0773-439d-87c8-4784023a4117', 'df01e1ac-2fc4-4652-9b22-4948e313a4c9', 'e4c9989d-c35c-4855-b90a-09093c1c3acc', 'e54c79d5-afc0-4a68-8965-a0a1c911ca5d']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  64%|██████▍   | 129/200 [1:15:24<31:35, 26.70s/it]
(TaskRunner pid=16447) step:128 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1112.000 - global_seqlen/max:1984.000 - global_seqlen/minmax_diff:872.000 - global_seqlen/balanced_min:1479.000 - global_seqlen/balanced_max:1485.000 - global_seqlen/mean:1482.125 - actor/entropy:0.000 - actor/pg_loss:-0.020 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:327.674 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.386 - actor/lr:0.000 - critic/score/mean:-0.031 - critic/score/max:-0.024 - critic/score/min:-0.037 - critic/rewards/mean:-0.031 - critic/rewards/max:-0.024 - critic/rewards/min:-0.037 - critic/advantages/mean:-0.039 - critic/advantages/max:1.356 - critic/advantages/min:-1.217 - critic/returns/mean:-0.039 - critic/returns/max:1.356 - critic/returns/min:-1.217 - response_length/mean:32.156 - response_length/max:38.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:338.375 - prompt_length/max:463.000 - prompt_length/min:247.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.717 - timing_s/reward:0.903 - timing_s/old_log_prob:2.352 - timing_s/adv:0.001 - timing_s/update_actor:17.736 - timing_s/step:25.713 - timing_per_token_ms/update_actor:1.496 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.584 - perf/total_num_tokens:11857.000 - perf/time_per_step:25.713 - perf/throughput:57.640 - reward/mean:-0.031 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:32.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.031 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:32.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.031 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:32.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.031 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:32.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.031 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:32.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.031 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:32.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.031 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:32.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.031 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:32.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.031 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:32.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.031 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:32.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.031 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:32.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.031 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:32.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.031 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module IF_ID_Reg(clk,rest,en, in,out); assign out = {in,flush};
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['28bb0cf3-3c38-44e0-8b49-8fccce378ff4', '5523b31d-7500-4966-902c-7700ed46a78a', '7af28e9f-7027-4297-9b90-c34b7644f6e0', '7b93b09a-c83c-4865-85e4-97f687428a12', 'b6433afb-3d9c-4ae3-89b6-2b4eb861a3b5', 'c556362e-be1b-4855-8c19-1ab3016a4500', 'f81ecc17-b6ff-4d56-848a-3abd300ca859', 'fc95cf6b-ca57-4709-af7c-2fca3ce95e27']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  65%|██████▌   | 130/200 [1:15:49<30:43, 26.34s/it]
(TaskRunner pid=16447) step:129 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1009.000 - global_seqlen/max:2145.000 - global_seqlen/minmax_diff:1136.000 - global_seqlen/balanced_min:1774.000 - global_seqlen/balanced_max:1782.000 - global_seqlen/mean:1777.375 - actor/entropy:0.000 - actor/pg_loss:0.198 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:331.483 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.324 - actor/lr:0.000 - critic/score/mean:-0.033 - critic/score/max:-0.025 - critic/score/min:-0.042 - critic/rewards/mean:-0.033 - critic/rewards/max:-0.025 - critic/rewards/min:-0.042 - critic/advantages/mean:-0.054 - critic/advantages/max:1.498 - critic/advantages/min:-1.497 - critic/returns/mean:-0.054 - critic/returns/max:1.498 - critic/returns/min:-1.497 - response_length/mean:33.719 - response_length/max:43.000 - response_length/min:26.000 - response_length/clip_ratio:0.000 - prompt_length/mean:410.625 - prompt_length/max:505.000 - prompt_length/min:226.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.973 - timing_s/reward:0.880 - timing_s/old_log_prob:2.376 - timing_s/adv:0.001 - timing_s/update_actor:17.098 - timing_s/step:25.331 - timing_per_token_ms/update_actor:1.202 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.608 - perf/total_num_tokens:14219.000 - perf/time_per_step:25.331 - perf/throughput:70.165 - reward/mean:-0.033 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:33.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.033 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:33.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.033 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:33.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.033 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:33.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.033 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:33.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.033 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:33.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.033 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:33.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.033 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:33.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.033 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:33.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.033 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:33.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.033 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:33.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.033 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:33.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.033 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module singleport(in, out); assign out=ddin;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0a26cb3f-85e3-4bed-9a24-e49febaaae56', '17bb97f7-54a2-4f33-ad8c-a930d3cd578f', '57560254-69b1-4094-b9d2-bfaca042169d', '684451eb-bc63-4f5e-ac51-4a6dc79c30f1', 'a57c1fe3-ba19-496f-9170-ff3060dd665f', 'c1e8e25b-e585-448a-a3b1-2c09d610793c', 'e9a2eacf-2f2f-413c-bc59-c7a241676b70', 'e9dd1ada-e812-4d95-8447-cfaf2d1f1203']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  66%|██████▌   | 131/200 [1:16:15<30:05, 26.16s/it]
(TaskRunner pid=16447) step:130 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1335.000 - global_seqlen/max:2065.000 - global_seqlen/minmax_diff:730.000 - global_seqlen/balanced_min:1662.000 - global_seqlen/balanced_max:1681.000 - global_seqlen/mean:1671.750 - actor/entropy:0.000 - actor/pg_loss:-0.073 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:321.716 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.351 - actor/lr:0.000 - critic/score/mean:-0.030 - critic/score/max:-0.023 - critic/score/min:-0.040 - critic/rewards/mean:-0.030 - critic/rewards/max:-0.023 - critic/rewards/min:-0.040 - critic/advantages/mean:-0.053 - critic/advantages/max:1.498 - critic/advantages/min:-1.497 - critic/returns/mean:-0.053 - critic/returns/max:1.498 - critic/returns/min:-1.497 - response_length/mean:30.438 - response_length/max:41.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:387.500 - prompt_length/max:477.000 - prompt_length/min:306.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.722 - timing_s/reward:0.878 - timing_s/old_log_prob:2.339 - timing_s/adv:0.001 - timing_s/update_actor:17.534 - timing_s/step:25.477 - timing_per_token_ms/update_actor:1.311 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.848 - perf/total_num_tokens:13374.000 - perf/time_per_step:25.477 - perf/throughput:65.617 - reward/mean:-0.030 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:30.438 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.030 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:30.438 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.030 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:30.438 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.030 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:30.438 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.030 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:30.438 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.030 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:30.438 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.030 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:30.438 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.030 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:30.438 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.030 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:30.438 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.030 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:30.438 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.030 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:30.438 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.030 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:30.438 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.030 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module main(a,b,s,y); assign y = s[3] ? a&b : a+b;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1760948c-8f00-4131-8bb4-3a8a2c69c49c', '1ef11437-d43b-4344-993b-13f457fc8fe8', '29026c3d-1d86-4a66-8484-0bc9e9b7dbca', '2c1dda5e-3795-4cd7-991b-f4d58ca8654f', '33182a41-168b-4645-a8d9-119cf57b1905', 'd740d4da-3cb7-4e0a-95da-69f3014f30c7', 'e624169f-681d-4002-baf0-34261a6cddb9', 'f37d2fdd-f5d8-4ded-9490-9a1ac465f6fd']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  66%|██████▌   | 132/200 [1:16:40<29:09, 25.73s/it]
(TaskRunner pid=16447) step:131 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1203.000 - global_seqlen/max:3010.000 - global_seqlen/minmax_diff:1807.000 - global_seqlen/balanced_min:1787.000 - global_seqlen/balanced_max:1920.000 - global_seqlen/mean:1854.625 - actor/entropy:0.000 - actor/pg_loss:0.276 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:285.874 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.282 - actor/lr:0.000 - critic/score/mean:-0.032 - critic/score/max:-0.022 - critic/score/min:-0.044 - critic/rewards/mean:-0.032 - critic/rewards/max:-0.022 - critic/rewards/min:-0.044 - critic/advantages/mean:-0.068 - critic/advantages/max:1.497 - critic/advantages/min:-1.465 - critic/returns/mean:-0.068 - critic/returns/max:1.497 - critic/returns/min:-1.465 - response_length/mean:32.531 - response_length/max:45.000 - response_length/min:23.000 - response_length/clip_ratio:0.000 - prompt_length/mean:431.125 - prompt_length/max:721.000 - prompt_length/min:277.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.801 - timing_s/reward:0.924 - timing_s/old_log_prob:2.340 - timing_s/adv:0.001 - timing_s/update_actor:17.659 - timing_s/step:25.728 - timing_per_token_ms/update_actor:1.190 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.612 - perf/total_num_tokens:14837.000 - perf/time_per_step:25.728 - perf/throughput:72.085 - reward/mean:-0.032 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:32.531 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.032 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:32.531 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.032 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:32.531 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.032 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:32.531 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.032 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:32.531 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.032 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:32.531 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.032 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:32.531 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.032 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:32.531 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.032 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:32.531 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.032 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:32.531 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.032 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:32.531 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.032 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:32.531 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.032 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Contador4bits(in, out); assign out = enable?Q+1;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01098034-b6ff-4f52-8d26-29a57320248f', '294dd561-f288-4fbf-9324-364f149ea5d7', '4dde1802-9a6e-4b22-b348-8abc4cf9b3ac', '6b20eef3-28d6-40fd-8127-280259571f01', 'a33c809c-c234-4e84-9fdc-fb4af1d11dd5', 'b43134b4-e172-42db-86fa-fbd72516ee4c', 'b472185b-da4c-467d-b91f-00143bdef2d4', 'f0e8b357-5f8c-424f-8cef-e01197194f9f']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  66%|██████▋   | 133/200 [1:17:08<29:40, 26.57s/it]
(TaskRunner pid=16447) step:132 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1248.000 - global_seqlen/max:2475.000 - global_seqlen/minmax_diff:1227.000 - global_seqlen/balanced_min:1578.000 - global_seqlen/balanced_max:1642.000 - global_seqlen/mean:1610.625 - actor/entropy:0.000 - actor/pg_loss:-0.468 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:418.485 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.349 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.024 - critic/score/min:-0.040 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.024 - critic/rewards/min:-0.040 - critic/advantages/mean:-0.065 - critic/advantages/max:1.498 - critic/advantages/min:-1.452 - critic/returns/mean:-0.065 - critic/returns/max:1.498 - critic/returns/min:-1.452 - response_length/mean:30.031 - response_length/max:41.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:372.625 - prompt_length/max:585.000 - prompt_length/min:279.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.811 - timing_s/reward:0.886 - timing_s/old_log_prob:2.338 - timing_s/adv:0.001 - timing_s/update_actor:16.676 - timing_s/step:24.716 - timing_per_token_ms/update_actor:1.294 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.006 - perf/total_num_tokens:12885.000 - perf/time_per_step:24.716 - perf/throughput:65.165 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:30.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:30.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:30.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:30.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:30.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:30.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:30.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:30.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:30.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:30.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:30.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:30.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module forwarding(in,out); assign out=|in; ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1748db16-d220-4fd9-bb2e-f824358822a1', '430ad17e-1c75-46ae-868b-86aab7e227f9', '61fe2694-5524-4411-84f3-a9f513783b33', '78d981f7-f9f1-494b-93d6-e8e87a04e94c', '946102aa-8fa8-41d5-9a45-c5450f7d4878', 'd640f325-4d3e-406c-bf6a-9610c8666413', 'e28564bc-8311-4294-b525-84488889387c', 'e59d967d-442c-4f2e-908e-d42c40ad1ec9']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  67%|██████▋   | 134/200 [1:17:35<29:14, 26.58s/it]
(TaskRunner pid=16447) step:133 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1198.000 - global_seqlen/max:2628.000 - global_seqlen/minmax_diff:1430.000 - global_seqlen/balanced_min:1786.000 - global_seqlen/balanced_max:1807.000 - global_seqlen/mean:1792.000 - actor/entropy:0.000 - actor/pg_loss:-0.555 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:356.861 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.358 - actor/lr:0.000 - critic/score/mean:-0.032 - critic/score/max:-0.022 - critic/score/min:-0.072 - critic/rewards/mean:-0.032 - critic/rewards/max:-0.022 - critic/rewards/min:-0.072 - critic/advantages/mean:-0.085 - critic/advantages/max:1.498 - critic/advantages/min:-1.498 - critic/returns/mean:-0.085 - critic/returns/max:1.498 - critic/returns/min:-1.498 - response_length/mean:32.875 - response_length/max:74.000 - response_length/min:23.000 - response_length/clip_ratio:0.000 - prompt_length/mean:415.125 - prompt_length/max:630.000 - prompt_length/min:269.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.547 - timing_s/reward:0.890 - timing_s/old_log_prob:2.354 - timing_s/adv:0.001 - timing_s/update_actor:17.718 - timing_s/step:28.513 - timing_per_token_ms/update_actor:1.236 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.174 - perf/total_num_tokens:14336.000 - perf/time_per_step:28.513 - perf/throughput:62.848 - reward/mean:-0.032 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:32.875 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.032 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:32.875 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.032 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:32.875 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.032 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:32.875 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.032 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:32.875 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.032 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:32.875 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.032 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:32.875 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.032 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:32.875 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.032 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:32.875 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.032 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:32.875 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.032 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:32.875 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.032 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:32.875 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.032 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module led_blinking(clck, reset, led);
(TaskRunner pid=16447) assign led = clck/reset;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['22649d84-27f3-45c8-872d-9c2e1b7c3e9e', '393b36d8-1b95-4c4f-8bf1-8d3c647db72d', '544304ab-ebdb-4f47-9407-21dafbc5f1c9', '7499b796-a743-4e7a-a5cc-ea7f5e5724c4', '7c2eb85f-ec92-4cc7-a5ce-eba3e0d100f9', '7e41c774-86ee-4d25-ad87-530526810a58', 'a1dc102e-6a70-4b12-961e-e579b40c6dbb', 'cca30b08-bdf3-466b-aa1d-3d180023a83e']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  68%|██████▊   | 135/200 [1:18:01<28:40, 26.46s/it]
(TaskRunner pid=16447) step:134 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1135.000 - global_seqlen/max:3028.000 - global_seqlen/minmax_diff:1893.000 - global_seqlen/balanced_min:1607.000 - global_seqlen/balanced_max:1752.000 - global_seqlen/mean:1679.500 - actor/entropy:0.000 - actor/pg_loss:-0.008 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:356.535 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.289 - actor/lr:0.000 - critic/score/mean:-0.028 - critic/score/max:-0.022 - critic/score/min:-0.041 - critic/rewards/mean:-0.028 - critic/rewards/max:-0.022 - critic/rewards/min:-0.041 - critic/advantages/mean:-0.044 - critic/advantages/max:1.499 - critic/advantages/min:-1.499 - critic/returns/mean:-0.044 - critic/returns/max:1.499 - critic/returns/min:-1.499 - response_length/mean:28.250 - response_length/max:42.000 - response_length/min:23.000 - response_length/clip_ratio:0.000 - prompt_length/mean:391.625 - prompt_length/max:717.000 - prompt_length/min:258.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.910 - timing_s/reward:0.935 - timing_s/old_log_prob:2.307 - timing_s/adv:0.001 - timing_s/update_actor:17.430 - timing_s/step:26.587 - timing_per_token_ms/update_actor:1.297 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.537 - perf/total_num_tokens:13436.000 - perf/time_per_step:26.587 - perf/throughput:63.169 - reward/mean:-0.028 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:28.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.028 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:28.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.028 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:28.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.028 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:28.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.028 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:28.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.028 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:28.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.028 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:28.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.028 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:28.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.028 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:28.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.028 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:28.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.028 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:28.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.028 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:28.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.028 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module top_module(in,clk); assign {p,out}=in;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0725d522-0020-4e09-86f9-1cd39f78f1ad', '0ef0c231-e206-4924-b869-805e6ab26000', '55e4deaf-dc24-4e74-8a2f-9d006c96b719', '6594818c-e80a-4482-90c5-c0a4d2f8fbcd', '9f5feb7f-717b-43f3-845e-147df611306c', 'a9e0748d-0c1e-4e06-886e-03832b64b090', 'c19d99c5-55fa-49b4-b261-2e2efe7e5189', 'fe71c8ec-a6b5-4d5a-ab0b-a7d60b668819']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  68%|██████▊   | 136/200 [1:18:28<28:16, 26.50s/it]
(TaskRunner pid=16447) step:135 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1440.000 - global_seqlen/max:2915.000 - global_seqlen/minmax_diff:1475.000 - global_seqlen/balanced_min:1909.000 - global_seqlen/balanced_max:1966.000 - global_seqlen/mean:1938.000 - actor/entropy:0.000 - actor/pg_loss:0.270 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:254.132 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.366 - actor/lr:0.000 - critic/score/mean:-0.034 - critic/score/max:-0.023 - critic/score/min:-0.069 - critic/rewards/mean:-0.034 - critic/rewards/max:-0.023 - critic/rewards/min:-0.069 - critic/advantages/mean:-0.028 - critic/advantages/max:1.497 - critic/advantages/min:-1.499 - critic/returns/mean:-0.028 - critic/returns/max:1.497 - critic/returns/min:-1.499 - response_length/mean:35.125 - response_length/max:71.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:449.375 - prompt_length/max:699.000 - prompt_length/min:290.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:6.132 - timing_s/reward:0.889 - timing_s/old_log_prob:2.355 - timing_s/adv:0.001 - timing_s/update_actor:16.761 - timing_s/step:26.141 - timing_per_token_ms/update_actor:1.081 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.455 - perf/total_num_tokens:15504.000 - perf/time_per_step:26.141 - perf/throughput:74.135 - reward/mean:-0.034 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:35.125 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.034 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:35.125 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.034 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:35.125 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.034 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:35.125 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.034 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:35.125 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.034 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:35.125 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.034 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:35.125 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.034 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:35.125 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.034 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:35.125 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.034 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:35.125 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.034 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:35.125 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.034 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:35.125 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.034 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module bin2BCD(in,out); assign out = {4{in}};
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['181d23e1-95c8-43d9-a596-c66e99f949eb', '27c0a726-f25a-46c5-b2ff-c0545eada662', '918b8200-b0d0-4ca6-8349-3a4ebed7d22e', 'b420ebde-5b30-442f-bcfc-3f54f3d8869e', 'c266f8a0-39ab-47fb-8d15-165b00805601', 'c673e859-4ddc-46c4-9843-8296279e66b4', 'eaa9deef-1bc7-41cb-816e-d6482871a07e', 'f26853d9-7e29-4ff8-90b4-506bf0793906']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  68%|██████▊   | 137/200 [1:18:54<27:37, 26.31s/it]
(TaskRunner pid=16447) step:136 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1327.000 - global_seqlen/max:2233.000 - global_seqlen/minmax_diff:906.000 - global_seqlen/balanced_min:1695.000 - global_seqlen/balanced_max:1713.000 - global_seqlen/mean:1704.375 - actor/entropy:0.000 - actor/pg_loss:-0.206 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:300.653 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.365 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.022 - critic/score/min:-0.045 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.022 - critic/rewards/min:-0.045 - critic/advantages/mean:-0.049 - critic/advantages/max:1.413 - critic/advantages/min:-1.498 - critic/returns/mean:-0.049 - critic/returns/max:1.413 - critic/returns/min:-1.498 - response_length/mean:29.344 - response_length/max:46.000 - response_length/min:23.000 - response_length/clip_ratio:0.000 - prompt_length/mean:396.750 - prompt_length/max:519.000 - prompt_length/min:304.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.842 - timing_s/reward:0.894 - timing_s/old_log_prob:2.347 - timing_s/adv:0.001 - timing_s/update_actor:17.486 - timing_s/step:26.573 - timing_per_token_ms/update_actor:1.282 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.222 - perf/total_num_tokens:13635.000 - perf/time_per_step:26.573 - perf/throughput:64.140 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:29.344 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:29.344 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:29.344 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:29.344 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:29.344 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:29.344 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:29.344 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:29.344 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:29.344 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:29.344 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:29.344 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:29.344 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module lab2_2(in,out);
(TaskRunner pid=16447) assign out = {3:in};
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['25b4dfd8-5c7f-4a02-8e1e-f8fa1bb4ae89', '45d1b004-d893-4505-9a34-f18aaa92f16e', '860008dd-d5b4-4b2e-8f91-72f53297e11e', '95678e49-793e-44d4-b6d1-4b776cd166f4', 'ac2ad76f-0872-49c0-b1f9-e578e462f624', 'b3d5807f-4218-40a7-978c-2bcca08c0f86', 'b9ca442c-4904-4c87-a591-d9ff19ed147d', 'e565b1ec-87c2-46c8-9f0f-1ecd5637c503']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  69%|██████▉   | 138/200 [1:19:19<26:55, 26.06s/it]
(TaskRunner pid=16447) step:137 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1340.000 - global_seqlen/max:2091.000 - global_seqlen/minmax_diff:751.000 - global_seqlen/balanced_min:1625.000 - global_seqlen/balanced_max:1628.000 - global_seqlen/mean:1625.875 - actor/entropy:0.000 - actor/pg_loss:0.278 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:280.772 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.348 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.023 - critic/score/min:-0.038 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.023 - critic/rewards/min:-0.038 - critic/advantages/mean:-0.044 - critic/advantages/max:1.497 - critic/advantages/min:-1.423 - critic/returns/mean:-0.044 - critic/returns/max:1.497 - critic/returns/min:-1.423 - response_length/mean:29.469 - response_length/max:39.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:377.000 - prompt_length/max:493.000 - prompt_length/min:303.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.085 - timing_s/reward:0.873 - timing_s/old_log_prob:2.368 - timing_s/adv:0.001 - timing_s/update_actor:17.522 - timing_s/step:25.854 - timing_per_token_ms/update_actor:1.347 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.392 - perf/total_num_tokens:13007.000 - perf/time_per_step:25.854 - perf/throughput:62.888 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:29.469 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:29.469 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:29.469 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:29.469 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:29.469 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:29.469 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:29.469 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:29.469 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:29.469 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:29.469 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:29.469 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:29.469 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Hazard_detection(in, out);
(TaskRunner pid=16447) assign out=forward^in;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['147cbd96-63ed-4379-976a-89280b5a392b', '33dbdd8b-9f74-4132-a91f-035d3629573d', '5231b47d-9052-4d3a-a3a0-721edf94b1b2', '76880c95-25dc-4ffe-90a3-6c812923918b', '8a7afdb4-adeb-4585-8a5d-58d110777100', 'bb69935b-e63f-47d6-9dfe-4a31e35d1f29', 'c52aa426-a916-40d0-88e9-ca46adc860c8', 'da7bdd1a-2c32-4956-b9ff-1661377d6d98']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  70%|██████▉   | 139/200 [1:19:45<26:28, 26.05s/it]
(TaskRunner pid=16447) step:138 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1438.000 - global_seqlen/max:2855.000 - global_seqlen/minmax_diff:1417.000 - global_seqlen/balanced_min:1810.000 - global_seqlen/balanced_max:1979.000 - global_seqlen/mean:1894.000 - actor/entropy:0.000 - actor/pg_loss:-0.607 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:450.415 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.377 - actor/lr:0.000 - critic/score/mean:-0.028 - critic/score/max:-0.021 - critic/score/min:-0.040 - critic/rewards/mean:-0.028 - critic/rewards/max:-0.021 - critic/rewards/min:-0.040 - critic/advantages/mean:-0.043 - critic/advantages/max:1.498 - critic/advantages/min:-1.320 - critic/returns/mean:-0.043 - critic/returns/max:1.498 - critic/returns/min:-1.320 - response_length/mean:28.625 - response_length/max:41.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:444.875 - prompt_length/max:685.000 - prompt_length/min:331.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.039 - timing_s/reward:0.894 - timing_s/old_log_prob:2.357 - timing_s/adv:0.001 - timing_s/update_actor:17.143 - timing_s/step:25.438 - timing_per_token_ms/update_actor:1.131 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.502 - perf/total_num_tokens:15152.000 - perf/time_per_step:25.438 - perf/throughput:74.455 - reward/mean:-0.028 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:28.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.028 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:28.625 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.028 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:28.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.028 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:28.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.028 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:28.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.028 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:28.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.028 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:28.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.028 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:28.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.028 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:28.625 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.028 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:28.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.028 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:28.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.028 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:28.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.028 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module shifter(sign,sin,q);assign q=sin<<1;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['03815f0a-053e-41e1-909f-b8fbd50f48a3', '1105a8cd-2c5d-4755-a64a-4739399dc37a', '19110b98-7105-4517-abb4-15e48ebb73cb', '4b2009ab-cd73-4865-8a9e-9b6d232d486c', '6c513bb8-2b88-4574-bb88-5ec066cfcd94', 'd8287ee9-1316-432b-88d3-fa7d97355bff', 'f56c0f66-7a17-4b37-9c2b-4f1d832022ed', 'fb4f556f-6fd6-4649-bcdb-f58c2899b702']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  70%|███████   | 140/200 [1:20:11<25:58, 25.98s/it]
(TaskRunner pid=16447) step:139 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1188.000 - global_seqlen/max:2577.000 - global_seqlen/minmax_diff:1389.000 - global_seqlen/balanced_min:1397.000 - global_seqlen/balanced_max:1630.000 - global_seqlen/mean:1512.250 - actor/entropy:0.000 - actor/pg_loss:0.251 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:664.046 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.343 - actor/lr:0.000 - critic/score/mean:-0.028 - critic/score/max:-0.021 - critic/score/min:-0.035 - critic/rewards/mean:-0.028 - critic/rewards/max:-0.021 - critic/rewards/min:-0.035 - critic/advantages/mean:-0.052 - critic/advantages/max:1.465 - critic/advantages/min:-1.477 - critic/returns/mean:-0.052 - critic/returns/max:1.465 - critic/returns/min:-1.477 - response_length/mean:28.562 - response_length/max:36.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:349.500 - prompt_length/max:610.000 - prompt_length/min:272.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.846 - timing_s/reward:0.957 - timing_s/old_log_prob:2.367 - timing_s/adv:0.001 - timing_s/update_actor:17.825 - timing_s/step:25.999 - timing_per_token_ms/update_actor:1.473 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.302 - perf/total_num_tokens:12098.000 - perf/time_per_step:25.999 - perf/throughput:58.165 - reward/mean:-0.028 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:28.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.028 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:28.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.028 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:28.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.028 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:28.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.028 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:28.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.028 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:28.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.028 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:28.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.028 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:28.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.028 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:28.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.028 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:28.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.028 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:28.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.028 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:28.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.028 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ss_decode(in,out);
(TaskRunner pid=16447) assign out=8'hF~in;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['061444ad-611f-4ece-b56b-48ea8f201a0e', '3e661772-2371-404c-82e7-891b0680cdbe', '528d68a6-28cc-4761-89b7-cadd3472c22e', '5cf6527b-d4ff-466f-b3fe-ffde323fd6ee', '61d9f9ea-0be3-464a-bbb1-5e8fbb76c926', '8eaa0464-f75f-4db6-a53c-968700e22996', 'b1f16485-3613-4350-b061-447bb31a88e3', 'd4f30c1c-5318-4db2-aeb5-895525328cea']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  70%|███████   | 141/200 [1:20:37<25:26, 25.88s/it]
(TaskRunner pid=16447) step:140 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1288.000 - global_seqlen/max:4166.000 - global_seqlen/minmax_diff:2878.000 - global_seqlen/balanced_min:2094.000 - global_seqlen/balanced_max:2173.000 - global_seqlen/mean:2133.375 - actor/entropy:0.000 - actor/pg_loss:0.033 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:206.419 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.269 - actor/lr:0.000 - critic/score/mean:-0.027 - critic/score/max:-0.023 - critic/score/min:-0.033 - critic/rewards/mean:-0.027 - critic/rewards/max:-0.023 - critic/rewards/min:-0.033 - critic/advantages/mean:-0.041 - critic/advantages/max:1.498 - critic/advantages/min:-1.498 - critic/returns/mean:-0.041 - critic/returns/max:1.498 - critic/returns/min:-1.498 - response_length/mean:27.969 - response_length/max:34.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:505.375 - prompt_length/max:1017.000 - prompt_length/min:293.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.994 - timing_s/reward:0.909 - timing_s/old_log_prob:2.329 - timing_s/adv:0.001 - timing_s/update_actor:17.560 - timing_s/step:25.796 - timing_per_token_ms/update_actor:1.029 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.580 - perf/total_num_tokens:17067.000 - perf/time_per_step:25.796 - perf/throughput:82.701 - reward/mean:-0.027 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:27.969 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.027 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:27.969 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.027 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:27.969 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.027 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:27.969 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.027 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:27.969 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.027 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:27.969 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.027 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:27.969 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.027 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:27.969 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.027 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:27.969 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.027 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:27.969 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.027 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:27.969 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.027 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:27.969 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.027 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module D_exc_reg(in,out); assign out = in;
(TaskRunner pid=16447) module E_exc_reg,M_exc_reg(in,out); assign out=in;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1a9cdc93-d2ac-4fa9-a413-b4a56434d999', '43652c97-892b-4c64-852e-19c372eea3f2', '62eb49ef-59b1-4649-9cc3-c2672f60d80f', '67e4d349-efda-4336-a3f8-b1fe0a7a1b79', '92565551-d6b8-4088-9459-350faa69e6fd', 'aea2563c-7da7-42eb-9738-81f5d537a1f0', 'b0bd8b99-f61a-45c4-93d1-f754a046a1b3', 'd8132dee-c4f3-42fd-9146-09c46fc050af']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  71%|███████   | 142/200 [1:21:02<24:56, 25.79s/it]
(TaskRunner pid=16447) step:141 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1273.000 - global_seqlen/max:1852.000 - global_seqlen/minmax_diff:579.000 - global_seqlen/balanced_min:1478.000 - global_seqlen/balanced_max:1486.000 - global_seqlen/mean:1482.375 - actor/entropy:0.000 - actor/pg_loss:-0.367 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:264.336 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.334 - actor/lr:0.000 - critic/score/mean:-0.030 - critic/score/max:-0.024 - critic/score/min:-0.037 - critic/rewards/mean:-0.030 - critic/rewards/max:-0.024 - critic/rewards/min:-0.037 - critic/advantages/mean:-0.064 - critic/advantages/max:1.497 - critic/advantages/min:-1.488 - critic/returns/mean:-0.064 - critic/returns/max:1.497 - critic/returns/min:-1.488 - response_length/mean:30.219 - response_length/max:38.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:340.375 - prompt_length/max:429.000 - prompt_length/min:290.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.241 - timing_s/reward:0.961 - timing_s/old_log_prob:2.364 - timing_s/adv:0.002 - timing_s/update_actor:17.051 - timing_s/step:25.624 - timing_per_token_ms/update_actor:1.438 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.420 - perf/total_num_tokens:11859.000 - perf/time_per_step:25.624 - perf/throughput:57.851 - reward/mean:-0.030 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:4.000 - reflection/with_length_mean:27.000 - reflection/without_length_mean:30.679 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.026 - reflection/without_reward_mean:-0.030 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:30.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.030 - reflection_check/word_check_frequency:4.000 - reflection_check/with_check_length_mean:27.000 - reflection_check/without_check_length_mean:30.679 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.026 - reflection_check/without_check_reward_mean:-0.030 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:30.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.030 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:30.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.030 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:30.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.030 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:30.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.030 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:30.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.030 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:30.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.030 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:30.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.030 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:30.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.030 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:30.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.030 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:30.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.030 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module EX_MEM(in, out);
(TaskRunner pid=16447) assign out = in;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['16b321f3-1800-4bc8-a5ea-90ece38bd4f6', '7089f229-c4f5-4db3-b5c4-d746e0236d35', '72d5f1f7-7bba-4622-b51d-ea7289bebc20', '7b7cf32e-2f8b-47a8-b9c4-3abd513c4dd6', '86f34f37-bdac-40a7-89e6-4828749ae725', 'b4956901-6647-4645-b97a-a823b5c1ebb4', 'f1f1fdf5-d110-4c5a-9d4c-9ad5c4e79258', 'f75e8978-ceee-43ce-b293-415676f22100']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  72%|███████▏  | 143/200 [1:21:29<24:39, 25.96s/it]
(TaskRunner pid=16447) step:142 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1305.000 - global_seqlen/max:3488.000 - global_seqlen/minmax_diff:2183.000 - global_seqlen/balanced_min:1756.000 - global_seqlen/balanced_max:2038.000 - global_seqlen/mean:1896.875 - actor/entropy:0.000 - actor/pg_loss:0.349 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:298.147 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.261 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.024 - critic/score/min:-0.034 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.024 - critic/rewards/min:-0.034 - critic/advantages/mean:-0.042 - critic/advantages/max:1.413 - critic/advantages/min:-1.479 - critic/returns/mean:-0.042 - critic/returns/max:1.413 - critic/returns/min:-1.479 - response_length/mean:29.594 - response_length/max:35.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:444.625 - prompt_length/max:844.000 - prompt_length/min:294.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.848 - timing_s/reward:0.900 - timing_s/old_log_prob:2.362 - timing_s/adv:0.001 - timing_s/update_actor:17.470 - timing_s/step:25.585 - timing_per_token_ms/update_actor:1.151 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.120 - perf/total_num_tokens:15175.000 - perf/time_per_step:25.585 - perf/throughput:74.140 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:29.594 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:29.594 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:29.594 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:29.594 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:29.594 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:29.594 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:29.594 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:29.594 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:29.594 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:29.594 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:29.594 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:29.594 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Q_a(in,out); assign out = {X,i};
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['4b45cd4c-016e-4d9e-9854-552978e8c50c', '573e37b4-0f1d-44d5-99bc-599e1cef1ede', '5dd323d6-04ff-4f4f-ba87-362e8bc9de3e', '8479bc91-66c6-48a5-9fc1-8ce1e8cb0ba1', '93465863-4d2a-4ba2-a7b9-069ba3b7a15f', 'b2d2c379-9d1b-4b21-babd-e15216422293', 'cf04933f-dac6-4b1b-87e9-849f9f478fd0', 'd2566f29-f559-4dd7-a113-aebdb69ee6ba']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  72%|███████▏  | 144/200 [1:21:54<24:08, 25.87s/it]
(TaskRunner pid=16447) step:143 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1025.000 - global_seqlen/max:2700.000 - global_seqlen/minmax_diff:1675.000 - global_seqlen/balanced_min:1512.000 - global_seqlen/balanced_max:1662.000 - global_seqlen/mean:1586.750 - actor/entropy:0.000 - actor/pg_loss:-0.208 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:204.738 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.251 - actor/lr:0.000 - critic/score/mean:-0.026 - critic/score/max:-0.021 - critic/score/min:-0.036 - critic/rewards/mean:-0.026 - critic/rewards/max:-0.021 - critic/rewards/min:-0.036 - critic/advantages/mean:-0.059 - critic/advantages/max:1.388 - critic/advantages/min:-1.497 - critic/returns/mean:-0.059 - critic/returns/max:1.388 - critic/returns/min:-1.497 - response_length/mean:26.688 - response_length/max:37.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:370.000 - prompt_length/max:643.000 - prompt_length/min:228.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.316 - timing_s/reward:0.986 - timing_s/old_log_prob:2.336 - timing_s/adv:0.001 - timing_s/update_actor:17.673 - timing_s/step:26.316 - timing_per_token_ms/update_actor:1.392 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.225 - perf/total_num_tokens:12694.000 - perf/time_per_step:26.316 - perf/throughput:60.296 - reward/mean:-0.026 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:26.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.026 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:26.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.026 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:26.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.026 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:26.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.026 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:26.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.026 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:26.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.026 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:26.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.026 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:26.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.026 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:26.688 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.026 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:26.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.026 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:26.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.026 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:26.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.026 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module ch(m); assign m=x^y&z;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0d286a5c-5152-41b5-9e3c-cf97c5b84923', '2abfae7b-d565-4c1d-bb7d-339d4a503674', '5d4fbecf-a7e3-48bf-ab2f-7aa58ab73e0e', '6fd18475-919d-4ccc-b0da-a7fa43b7b7b5', '7c117ba5-53ff-465e-8648-8dc771a1c4a2', '92d9d9e3-0f03-49cd-883f-2a43a7cbfbd9', 'd1b025e1-2df9-4adb-acc3-557bc9754a0c', 'e9b58f90-88d2-439c-9d82-aa898e0dbcb7']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  72%|███████▎  | 145/200 [1:22:20<23:38, 25.80s/it]
(TaskRunner pid=16447) step:144 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1252.000 - global_seqlen/max:2884.000 - global_seqlen/minmax_diff:1632.000 - global_seqlen/balanced_min:1914.000 - global_seqlen/balanced_max:1922.000 - global_seqlen/mean:1916.125 - actor/entropy:0.000 - actor/pg_loss:-0.253 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:266.595 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.277 - actor/lr:0.000 - critic/score/mean:-0.026 - critic/score/max:-0.021 - critic/score/min:-0.036 - critic/rewards/mean:-0.026 - critic/rewards/max:-0.021 - critic/rewards/min:-0.036 - critic/advantages/mean:-0.060 - critic/advantages/max:1.223 - critic/advantages/min:-1.479 - critic/returns/mean:-0.060 - critic/returns/max:1.223 - critic/returns/min:-1.479 - response_length/mean:26.906 - response_length/max:37.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:452.125 - prompt_length/max:698.000 - prompt_length/min:284.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.203 - timing_s/reward:0.888 - timing_s/old_log_prob:2.365 - timing_s/adv:0.001 - timing_s/update_actor:17.196 - timing_s/step:25.656 - timing_per_token_ms/update_actor:1.122 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.042 - perf/total_num_tokens:15329.000 - perf/time_per_step:25.656 - perf/throughput:74.684 - reward/mean:-0.026 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:26.906 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.026 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:26.906 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.026 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:26.906 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.026 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:26.906 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.026 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:26.906 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.026 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:26.906 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.026 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:26.906 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.026 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:26.906 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.026 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:26.906 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.026 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:26.906 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.026 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:26.906 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.026 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:26.906 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.026 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module registers(in,out); assign out={rega,regb};
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['39f5522b-b082-472f-a809-4e59525b3903', '44d50b00-d19e-4bf8-a3ee-0fbf5d7a6119', '4b77196b-6b07-479f-9a33-f8ee07f243b5', '55cc3cf1-672c-4576-8882-d7bf05e8f81e', '59e8bd7b-e531-4018-9270-731974655e93', '6c83cf0a-8422-4119-ae60-bd42eaa318f0', '81ddfe87-1a7b-4979-ac0f-b77c549f9202', 'd9009ba0-38c4-4dd4-8eb1-922a251bb2f1']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  73%|███████▎  | 146/200 [1:22:45<23:01, 25.59s/it]
(TaskRunner pid=16447) step:145 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1314.000 - global_seqlen/max:3773.000 - global_seqlen/minmax_diff:2459.000 - global_seqlen/balanced_min:2172.000 - global_seqlen/balanced_max:2177.000 - global_seqlen/mean:2174.625 - actor/entropy:0.000 - actor/pg_loss:0.024 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:182.710 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.345 - actor/lr:0.000 - critic/score/mean:-0.026 - critic/score/max:-0.021 - critic/score/min:-0.029 - critic/rewards/mean:-0.026 - critic/rewards/max:-0.021 - critic/rewards/min:-0.029 - critic/advantages/mean:-0.041 - critic/advantages/max:1.375 - critic/advantages/min:-1.443 - critic/returns/mean:-0.041 - critic/returns/max:1.375 - critic/returns/min:-1.443 - response_length/mean:26.156 - response_length/max:30.000 - response_length/min:21.000 - response_length/clip_ratio:0.000 - prompt_length/mean:517.500 - prompt_length/max:916.000 - prompt_length/min:300.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.561 - timing_s/reward:0.863 - timing_s/old_log_prob:2.338 - timing_s/adv:0.001 - timing_s/update_actor:17.831 - timing_s/step:25.597 - timing_per_token_ms/update_actor:1.025 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.449 - perf/total_num_tokens:17397.000 - perf/time_per_step:25.597 - perf/throughput:84.955 - reward/mean:-0.026 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:26.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.026 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:26.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.026 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:26.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.026 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:26.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.026 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:26.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.026 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:26.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.026 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:26.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.026 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:26.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.026 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:26.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.026 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:26.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.026 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:26.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.026 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:26.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.026 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module counter_4(i,o);assign o=i;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['036d6b2a-8214-426c-a554-fb9d5b85bcd4', '2c47cb54-dfc8-4f05-8352-e3b6f4896bbf', '715c0a4f-7af9-43c1-b3e7-15964aa9c80e', '93d8980c-0111-43ae-9e0a-4efee90f8ef9', 'd36802dc-241f-4ac7-8653-f59b1b51c333', 'd9386515-115e-48dd-bb38-bb5d6cafc869', 'ed92c4be-3723-43b3-8d98-36334c1238ba', 'ef567dd7-51c6-40cc-a884-33b4553a5420']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  74%|███████▎  | 147/200 [1:23:10<22:26, 25.40s/it]
(TaskRunner pid=16447) step:146 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1085.000 - global_seqlen/max:1764.000 - global_seqlen/minmax_diff:679.000 - global_seqlen/balanced_min:1367.000 - global_seqlen/balanced_max:1385.000 - global_seqlen/mean:1376.000 - actor/entropy:0.000 - actor/pg_loss:-0.068 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:364.530 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.387 - actor/lr:0.000 - critic/score/mean:-0.026 - critic/score/max:-0.021 - critic/score/min:-0.030 - critic/rewards/mean:-0.026 - critic/rewards/max:-0.021 - critic/rewards/min:-0.030 - critic/advantages/mean:-0.041 - critic/advantages/max:1.499 - critic/advantages/min:-1.497 - critic/returns/mean:-0.041 - critic/returns/max:1.499 - critic/returns/min:-1.497 - response_length/mean:26.375 - response_length/max:31.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:317.625 - prompt_length/max:411.000 - prompt_length/min:247.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.348 - timing_s/reward:0.868 - timing_s/old_log_prob:2.349 - timing_s/adv:0.001 - timing_s/update_actor:17.512 - timing_s/step:25.082 - timing_per_token_ms/update_actor:1.591 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.152 - perf/total_num_tokens:11008.000 - perf/time_per_step:25.082 - perf/throughput:54.859 - reward/mean:-0.026 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:26.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.026 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:26.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.026 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:26.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.026 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:26.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.026 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:26.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.026 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:26.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.026 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:26.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.026 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:26.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.026 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:26.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.026 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:26.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.026 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:26.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.026 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:26.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.026 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Addition_2bits(in,out); assign out=in+1;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['19dc9b48-c446-4154-b14c-2923f7e9ac34', '264fded3-a970-4f84-b847-3e8d65839f99', '2f2f979e-141f-4350-aee7-368b4df6a911', '9370ba70-5de8-4951-8bc9-843380b6fe43', 'a7a9d928-38d5-4707-a11a-c749ffc97c79', 'bd0931d8-9262-4c4b-9c5b-f9eea538a468', 'e1972f06-8c46-4420-932a-3eb8c9e4c601', 'ebe9aa94-1339-45dc-80ea-c2b77440c0e7']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  74%|███████▍  | 148/200 [1:23:36<22:10, 25.58s/it]
(TaskRunner pid=16447) step:147 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1307.000 - global_seqlen/max:2255.000 - global_seqlen/minmax_diff:948.000 - global_seqlen/balanced_min:1731.000 - global_seqlen/balanced_max:1746.000 - global_seqlen/mean:1739.500 - actor/entropy:0.000 - actor/pg_loss:0.171 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:242.750 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.326 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.024 - critic/score/min:-0.034 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.024 - critic/rewards/min:-0.034 - critic/advantages/mean:-0.044 - critic/advantages/max:1.240 - critic/advantages/min:-1.497 - critic/returns/mean:-0.044 - critic/returns/max:1.240 - critic/returns/min:-1.497 - response_length/mean:29.250 - response_length/max:35.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:405.625 - prompt_length/max:534.000 - prompt_length/min:298.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.513 - timing_s/reward:0.881 - timing_s/old_log_prob:2.344 - timing_s/adv:0.001 - timing_s/update_actor:17.197 - timing_s/step:24.940 - timing_per_token_ms/update_actor:1.236 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.822 - perf/total_num_tokens:13916.000 - perf/time_per_step:24.940 - perf/throughput:69.748 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:29.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:29.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:29.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:29.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:29.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:29.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:29.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:29.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:29.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:29.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:29.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:29.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module top_module(in,out); assign out=in*filter;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['156a572a-dd42-4fa7-8602-f5aef7252061', '42bcc67e-74d7-4068-b22d-3a2e0e9b9942', '45ecb305-ad81-429c-9983-7f3f9a569c45', '584f34b7-1efd-44f6-89c8-352aeed56b7a', '9f79bb74-4fcc-406f-8894-e786a28298f4', 'cfca0fcc-eb87-4143-a55f-91e035034d54', 'e6c2079c-90e3-4fa8-87ac-407045a3a90b', 'eac2efa3-7fb5-422b-bbfa-ba0a535cb782']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  74%|███████▍  | 149/200 [1:24:01<21:40, 25.49s/it]
(TaskRunner pid=16447) step:148 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1123.000 - global_seqlen/max:3155.000 - global_seqlen/minmax_diff:2032.000 - global_seqlen/balanced_min:1915.000 - global_seqlen/balanced_max:1952.000 - global_seqlen/mean:1933.500 - actor/entropy:0.000 - actor/pg_loss:-0.043 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:226.900 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.392 - actor/lr:0.000 - critic/score/mean:-0.027 - critic/score/max:-0.023 - critic/score/min:-0.033 - critic/rewards/mean:-0.027 - critic/rewards/max:-0.023 - critic/rewards/min:-0.033 - critic/advantages/mean:-0.048 - critic/advantages/max:1.452 - critic/advantages/min:-1.499 - critic/returns/mean:-0.048 - critic/returns/max:1.452 - critic/returns/min:-1.499 - response_length/mean:27.625 - response_length/max:34.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:455.750 - prompt_length/max:761.000 - prompt_length/min:251.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.967 - timing_s/reward:0.872 - timing_s/old_log_prob:2.402 - timing_s/adv:0.001 - timing_s/update_actor:17.748 - timing_s/step:25.993 - timing_per_token_ms/update_actor:1.147 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.618 - perf/total_num_tokens:15468.000 - perf/time_per_step:25.993 - perf/throughput:74.385 - reward/mean:-0.027 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:4.000 - reflection/with_length_mean:25.250 - reflection/without_length_mean:27.964 - reflection/with_correct_ratio:0.000 - reflection/without_correct_ratio:0.000 - reflection/with_reward_mean:-0.025 - reflection/without_reward_mean:-0.027 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:27.625 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.027 - reflection_check/word_check_frequency:4.000 - reflection_check/with_check_length_mean:25.250 - reflection_check/without_check_length_mean:27.964 - reflection_check/with_check_correct_ratio:0.000 - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:-0.025 - reflection_check/without_check_reward_mean:-0.027 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:27.625 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.027 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:27.625 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.027 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:27.625 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.027 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:27.625 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.027 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:27.625 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.027 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:27.625 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.027 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:27.625 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.027 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:27.625 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.027 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:27.625 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.027 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:27.625 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.027 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module nrzi_encode_ap(gclk, d);
(TaskRunner pid=16447) assign d = {tx, start};
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['09e16190-a5cb-4b17-bc29-7387f87348da', '3e9dc0d4-81e8-4fcd-9b1a-b494f8ffee13', '4daac306-460d-4ca1-b03c-0e42401c9f0a', '5855f367-3472-4e9e-ae3b-dd80dbbed0fa', '760e2c84-ff2c-4dda-9ec1-03ff7edcb309', '76f14f96-cb6a-467e-a2a5-e4e5c05c5619', '78142dd8-b96e-49da-9d1d-21e471525781', '943d3503-94b3-4c5e-bc32-356f3f5bffb7']
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  75%|███████▌  | 150/200 [1:24:50<27:11, 32.62s/it]
(TaskRunner pid=16447) step:149 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1462.000 - global_seqlen/max:2797.000 - global_seqlen/minmax_diff:1335.000 - global_seqlen/balanced_min:1804.000 - global_seqlen/balanced_max:1919.000 - global_seqlen/mean:1861.625 - actor/entropy:0.000 - actor/pg_loss:0.037 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:195.829 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.256 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.023 - critic/score/min:-0.037 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.023 - critic/rewards/min:-0.037 - critic/advantages/mean:-0.049 - critic/advantages/max:1.299 - critic/advantages/min:-1.499 - critic/returns/mean:-0.049 - critic/returns/max:1.299 - critic/returns/min:-1.499 - response_length/mean:29.656 - response_length/max:38.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:435.750 - prompt_length/max:670.000 - prompt_length/min:340.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.516 - timing_s/reward:0.869 - timing_s/old_log_prob:2.350 - timing_s/adv:0.001 - timing_s/update_actor:17.525 - timing_s/step:25.264 - timing_per_token_ms/update_actor:1.177 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:4.758 - perf/total_num_tokens:14893.000 - perf/time_per_step:25.264 - perf/throughput:73.686 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:29.656 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:29.656 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:29.656 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:29.656 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:29.656 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:29.656 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:29.656 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:29.656 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:29.656 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:29.656 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:29.656 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:29.656 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module Comparison(a,b); assign result = a-b;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) local_global_step_folder: /data/save/verilog/global_step_150
(WorkerDict pid=17915) [rank-1]: Saving model to /data/save/verilog/global_step_150/actor/model_world_size_8_rank_1.pt
(WorkerDict pid=17915) [rank-1]: Saving checkpoint to /data/save/verilog/global_step_150/actor/model_world_size_8_rank_1.pt
(WorkerDict pid=17915) [rank-1]: Saving extra_state to /data/save/verilog/global_step_150/actor/extra_state_world_size_8_rank_1.pt
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['22d9c2c6-9b9c-4564-afdd-abefa43c47ef', '3f396ea6-83f1-4857-9b90-46e9afb998d6', '4c077215-dfd3-4036-8e3c-c625960c384f', '7dbd2f51-a431-40f5-b534-13c5143ebb1b', '9de29843-494f-47ae-98be-16d52c6ce364', 'a1125a41-c742-42d8-83b9-2f5a3afbed48', 'c5d23f7f-6f4b-4654-937e-52e767bdd681', 'f6dd6c8a-1285-4391-abfd-2d981a5729c4']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  76%|███████▌  | 151/200 [1:25:14<24:30, 30.00s/it]
(TaskRunner pid=16447) step:150 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1034.000 - global_seqlen/max:4014.000 - global_seqlen/minmax_diff:2980.000 - global_seqlen/balanced_min:1992.000 - global_seqlen/balanced_max:2122.000 - global_seqlen/mean:2057.125 - actor/entropy:0.000 - actor/pg_loss:0.030 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:228.742 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.306 - actor/lr:0.000 - critic/score/mean:-0.030 - critic/score/max:-0.023 - critic/score/min:-0.038 - critic/rewards/mean:-0.030 - critic/rewards/max:-0.023 - critic/rewards/min:-0.038 - critic/advantages/mean:-0.035 - critic/advantages/max:1.498 - critic/advantages/min:-1.498 - critic/returns/mean:-0.035 - critic/returns/max:1.498 - critic/returns/min:-1.498 - response_length/mean:30.406 - response_length/max:39.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:483.875 - prompt_length/max:975.000 - prompt_length/min:231.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.151 - timing_s/reward:0.888 - timing_s/old_log_prob:2.381 - timing_s/adv:0.001 - timing_s/update_actor:17.138 - timing_s/save_checkpoint:23.668 - timing_s/step:49.232 - timing_per_token_ms/update_actor:1.041 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.294 - perf/total_num_tokens:16457.000 - perf/time_per_step:49.232 - perf/throughput:41.785 - reward/mean:-0.030 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:30.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.030 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:30.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.030 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:30.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.030 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:30.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.030 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:30.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.030 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:30.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.030 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:30.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.030 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:30.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.030 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:30.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.030 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:30.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.030 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:30.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.030 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:30.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.030 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(WorkerDict pid=17921) [rank-7]: Saving model to /data/save/verilog/global_step_150/actor/model_world_size_8_rank_7.pt [repeated 7x across cluster]
(WorkerDict pid=17921) [rank-7]: Saving checkpoint to /data/save/verilog/global_step_150/actor/model_world_size_8_rank_7.pt [repeated 7x across cluster]
(WorkerDict pid=17921) [rank-7]: Saving extra_state to /data/save/verilog/global_step_150/actor/extra_state_world_size_8_rank_7.pt [repeated 7x across cluster]
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module klingon_struct(I,A,B,C,D,E,F,G);
(TaskRunner pid=16447) assign A=G;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2a12cbb6-2c81-48ad-930b-ffb0184336a4', '2b57cbe5-25cd-4695-b92d-595ccf28d2bc', '5eec4149-8654-4292-b16f-175a9d082ff6', '68d4e1d7-ba47-46ed-9553-7065fb342e35', '745280d7-c8ae-4c3a-b78b-a912068f0a27', '9e72c90a-5214-4b8e-9aea-6902b4497223', 'bfaa729f-e973-4cdf-a4ad-adbbf5c09dd1', 'e9aa0c17-5ed2-41d5-901d-b5a2d1a1efc2']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  76%|███████▌  | 152/200 [1:25:42<23:30, 29.39s/it]
(TaskRunner pid=16447) step:151 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1117.000 - global_seqlen/max:3578.000 - global_seqlen/minmax_diff:2461.000 - global_seqlen/balanced_min:1977.000 - global_seqlen/balanced_max:1994.000 - global_seqlen/mean:1985.625 - actor/entropy:0.000 - actor/pg_loss:0.111 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:382.119 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.620 - actor/lr:0.000 - critic/score/mean:-0.029 - critic/score/max:-0.024 - critic/score/min:-0.036 - critic/rewards/mean:-0.029 - critic/rewards/max:-0.024 - critic/rewards/min:-0.036 - critic/advantages/mean:-0.033 - critic/advantages/max:1.166 - critic/advantages/min:-1.443 - critic/returns/mean:-0.033 - critic/returns/max:1.166 - critic/returns/min:-1.443 - response_length/mean:30.031 - response_length/max:37.000 - response_length/min:25.000 - response_length/clip_ratio:0.000 - prompt_length/mean:466.375 - prompt_length/max:864.000 - prompt_length/min:253.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.036 - timing_s/reward:0.902 - timing_s/old_log_prob:2.359 - timing_s/adv:0.001 - timing_s/update_actor:17.565 - timing_s/step:23.867 - timing_per_token_ms/update_actor:1.106 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:3.159 - perf/total_num_tokens:15885.000 - perf/time_per_step:23.867 - perf/throughput:83.196 - reward/mean:-0.029 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:30.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.029 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:30.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.029 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:30.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.029 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:30.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.029 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:30.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.029 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:30.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.029 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:30.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.029 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:30.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.029 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:30.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.029 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:30.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.029 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:30.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.029 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:30.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.029 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module hazard(ifid_reg,HazardCtr); assign HazardCtr=ifid_reg[5:0];
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['44245deb-d222-42a0-844b-1a137ab7206e', '583d2766-7e00-4ff4-b389-c7b796dbae9f', '7f2378be-39e3-4d30-900e-72a72e0b7151', '80cd65be-db5e-40f6-95a0-61160856b84e', '81587137-a89c-40d3-89c5-8d551059bea8', '8ab0853d-7943-4638-b4a1-b8baaee47662', 'abf9f6ff-e396-4f45-9360-b2e2d8fa3381', 'c995dae3-2c41-4454-84fa-e187e9e71c3b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) step:152 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1220.000 - global_seqlen/max:5130.000 - global_seqlen/minmax_diff:3910.000 - global_seqlen/balanced_min:2161.000 - global_seqlen/balanced_max:2445.000 - global_seqlen/mean:2302.750 - actor/entropy:0.000 - actor/pg_loss:0.262 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:448.581 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.653 - actor/lr:0.000 - critic/score/mean:-0.032 - critic/score/max:-0.023 - critic/score/min:-0.049 - critic/rewards/mean:-0.032 - critic/rewards/max:-0.023 - critic/rewards/min:-0.049 - critic/advantages/mean:-0.052 - critic/advantages/max:1.388 - critic/advantages/min:-1.404 - critic/returns/mean:-0.052 - critic/returns/max:1.388 - critic/returns/min:-1.404 - response_length/mean:33.188 - response_length/max:50.000 - response_length/min:24.000 - response_length/clip_ratio:0.000 - prompt_length/mean:542.500 - prompt_length/max:1233.000 - prompt_length/min:274.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:6.636 - timing_s/reward:0.933 - timing_s/old_log_prob:2.341 - timing_s/adv:0.001 - timing_s/update_actor:18.022 - timing_s/step:27.937 - timing_per_token_ms/update_actor:0.978 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.248 - perf/total_num_tokens:18422.000 - perf/time_per_step:27.937 - perf/throughput:82.426 - reward/mean:-0.032 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:33.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.032 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:33.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.032 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:33.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.032 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:33.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.032 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:33.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.032 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:33.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.032 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:33.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.032 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:33.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.032 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:33.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.032 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:33.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.032 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:33.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.032 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:33.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.032 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) ```verilog
(TaskRunner pid=16447) module mux2(in,out);
(TaskRunner pid=16447) assign out=in[1]n&n;
(TaskRunner pid=16447) ```
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0ddd51bd-55bb-4b56-b372-e118dcc3db70', '65bb5462-1ee1-468e-a91b-f8844248afe6', '8a23a5df-d591-4da9-852b-2869345e95b9', '8c6a1b98-65b3-4db4-bf79-5e9f99bb7654', '96f86e9c-31a2-4baa-ace9-1f31e235a8ea', '9c1279f4-61d1-4441-9698-7506c55dccd8', 'c492d66f-59a0-421e-956f-df99628e571b', 'f22cf4b0-7ea7-4091-82b0-7097fbfb31a4']
(TaskRunner pid=16447) 
Training Progress:  76%|███████▋  | 153/200 [1:26:08<22:08, 28.26s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  77%|███████▋  | 154/200 [1:26:35<21:25, 27.95s/it]
(TaskRunner pid=16447) step:153 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1315.000 - global_seqlen/max:2598.000 - global_seqlen/minmax_diff:1283.000 - global_seqlen/balanced_min:1531.000 - global_seqlen/balanced_max:1678.000 - global_seqlen/mean:1604.875 - actor/entropy:0.000 - actor/pg_loss:-0.380 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:221.839 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.569 - actor/lr:0.000 - critic/score/mean:-0.028 - critic/score/max:-0.021 - critic/score/min:-0.034 - critic/rewards/mean:-0.028 - critic/rewards/max:-0.021 - critic/rewards/min:-0.034 - critic/advantages/mean:-0.031 - critic/advantages/max:1.497 - critic/advantages/min:-1.447 - critic/returns/mean:-0.031 - critic/returns/max:1.497 - critic/returns/min:-1.447 - response_length/mean:28.219 - response_length/max:35.000 - response_length/min:22.000 - response_length/clip_ratio:0.000 - prompt_length/mean:373.000 - prompt_length/max:624.000 - prompt_length/min:299.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.190 - timing_s/reward:0.874 - timing_s/old_log_prob:2.305 - timing_s/adv:0.001 - timing_s/update_actor:17.234 - timing_s/step:25.609 - timing_per_token_ms/update_actor:1.342 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.748 - perf/total_num_tokens:12839.000 - perf/time_per_step:25.609 - perf/throughput:62.669 - reward/mean:-0.028 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:28.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.028 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:28.219 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.028 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:28.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.028 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:28.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.028 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:28.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.028 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:28.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.028 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:28.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.028 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:28.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.028 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:28.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.028 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:28.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.028 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:28.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.028 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:28.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.028 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) module gameDuration(in,out); assign out=go;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0a87e62a-6aea-4104-9ee7-5b0bdcbeb97c', '0e2325ec-ee01-4276-a557-17c3af4e0b6a', '4244c4ac-8e2a-4521-82bc-506b4aff6abf', '4f68f073-92ff-4eb3-bae0-4487e7edf5a4', '5e1e1369-ffe8-4207-b62b-9948cd5233db', 'af4c662f-ad6f-4449-be26-7473e8304a4e', 'd003e272-a0cd-47f3-927f-142e6fea44c9', 'e5c70d36-a0a0-44f3-ab5a-cce32ab7d03c']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  78%|███████▊  | 155/200 [1:27:03<20:58, 27.96s/it]
(TaskRunner pid=16447) step:154 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1266.000 - global_seqlen/max:2064.000 - global_seqlen/minmax_diff:798.000 - global_seqlen/balanced_min:1571.000 - global_seqlen/balanced_max:1576.000 - global_seqlen/mean:1574.250 - actor/entropy:0.000 - actor/pg_loss:-0.315 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:274.947 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.703 - actor/lr:0.000 - critic/score/mean:-0.025 - critic/score/max:-0.018 - critic/score/min:-0.041 - critic/rewards/mean:-0.025 - critic/rewards/max:-0.018 - critic/rewards/min:-0.041 - critic/advantages/mean:-0.051 - critic/advantages/max:1.497 - critic/advantages/min:-1.498 - critic/returns/mean:-0.051 - critic/returns/max:1.497 - critic/returns/min:-1.498 - response_length/mean:25.938 - response_length/max:42.000 - response_length/min:18.000 - response_length/clip_ratio:0.000 - prompt_length/mean:367.625 - prompt_length/max:494.000 - prompt_length/min:292.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.898 - timing_s/reward:0.910 - timing_s/old_log_prob:2.363 - timing_s/adv:0.001 - timing_s/update_actor:18.014 - timing_s/step:27.191 - timing_per_token_ms/update_actor:1.430 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.106 - perf/total_num_tokens:12594.000 - perf/time_per_step:27.191 - perf/throughput:57.896 - reward/mean:-0.025 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:25.938 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.025 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:25.938 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.025 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:25.938 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.025 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:25.938 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.025 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:25.938 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.025 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:25.938 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.025 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:25.938 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.025 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:25.938 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.025 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:25.938 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.025 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:25.938 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.025 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:25.938 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.025 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:25.938 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.025 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) verilog module timer(in,out);assign out=in[24];
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['02ce87b5-6db2-4e70-aa3b-befee10b720c', '26ec6bd2-a419-48d6-a5db-509805b88d15', '3e569964-f80e-46ec-95dc-89106a794e94', '6569de27-f375-4268-b349-8facd2139abf', '689db6bb-88cb-4580-b890-26318a0f5e77', '88a49204-7ae9-4c91-a778-e1e59e391498', '9c9100f7-935f-45f8-a28f-5d14cf98af67', 'c5a07b74-5e21-4309-a93d-024806de02eb']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  78%|███████▊  | 156/200 [1:27:28<19:53, 27.12s/it]
(TaskRunner pid=16447) step:155 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1087.000 - global_seqlen/max:2395.000 - global_seqlen/minmax_diff:1308.000 - global_seqlen/balanced_min:1642.000 - global_seqlen/balanced_max:1680.000 - global_seqlen/mean:1651.500 - actor/entropy:0.000 - actor/pg_loss:-0.907 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:280.841 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.901 - actor/lr:0.000 - critic/score/mean:-0.027 - critic/score/max:-0.018 - critic/score/min:-0.065 - critic/rewards/mean:-0.027 - critic/rewards/max:-0.018 - critic/rewards/min:-0.065 - critic/advantages/mean:-0.110 - critic/advantages/max:1.497 - critic/advantages/min:-1.496 - critic/returns/mean:-0.110 - critic/returns/max:1.497 - critic/returns/min:-1.496 - response_length/mean:27.750 - response_length/max:67.000 - response_length/min:18.000 - response_length/clip_ratio:0.000 - prompt_length/mean:385.125 - prompt_length/max:577.000 - prompt_length/min:247.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.161 - timing_s/reward:0.921 - timing_s/old_log_prob:2.322 - timing_s/adv:0.001 - timing_s/update_actor:17.574 - timing_s/step:27.982 - timing_per_token_ms/update_actor:1.330 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:8.064 - perf/total_num_tokens:13212.000 - perf/time_per_step:27.982 - perf/throughput:59.019 - reward/mean:-0.027 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:27.750 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.027 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:27.750 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.027 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:27.750 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.027 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:27.750 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.027 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:27.750 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.027 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:27.750 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.027 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:27.750 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.027 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:27.750 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.027 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:27.750 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.027 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:27.750 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.027 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:27.750 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.027 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:27.750 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.027 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) module decCase(A,CLK,D);assign D=CLK*A;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['07ad85b3-ca65-495e-8d89-14b8eff1b662', '08b44ec9-ec0f-4c99-b49b-9548c8da2932', '4445dd72-f1df-470c-b260-93cbf653619b', '5a11485e-6761-4573-8040-0b8363291d34', '7fa50dc3-d644-435d-b75d-6e7385db1bdb', 'b0981c28-3f10-434a-a14c-71f5e78d3602', 'ecbf4ddc-b009-439b-8c1d-bc684ee79206', 'eea7944a-1244-40f6-9a4e-dcf653b72131']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  78%|███████▊  | 157/200 [1:27:53<18:58, 26.47s/it]
(TaskRunner pid=16447) step:156 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1569.000 - global_seqlen/max:5499.000 - global_seqlen/minmax_diff:3930.000 - global_seqlen/balanced_min:2041.000 - global_seqlen/balanced_max:2612.000 - global_seqlen/mean:2327.000 - actor/entropy:0.000 - actor/pg_loss:0.382 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:466.382 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.803 - actor/lr:0.000 - critic/score/mean:-0.021 - critic/score/max:-0.015 - critic/score/min:-0.026 - critic/rewards/mean:-0.021 - critic/rewards/max:-0.015 - critic/rewards/min:-0.026 - critic/advantages/mean:-0.060 - critic/advantages/max:1.497 - critic/advantages/min:-1.443 - critic/returns/mean:-0.060 - critic/returns/max:1.497 - critic/returns/min:-1.443 - response_length/mean:21.125 - response_length/max:27.000 - response_length/min:15.000 - response_length/clip_ratio:0.000 - prompt_length/mean:560.625 - prompt_length/max:1357.000 - prompt_length/min:372.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.326 - timing_s/reward:0.945 - timing_s/old_log_prob:2.316 - timing_s/adv:0.001 - timing_s/update_actor:17.551 - timing_s/step:25.144 - timing_per_token_ms/update_actor:0.943 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.400 - perf/total_num_tokens:18616.000 - perf/time_per_step:25.144 - perf/throughput:92.547 - reward/mean:-0.021 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:21.125 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.021 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:21.125 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.021 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:21.125 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.021 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:21.125 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.021 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:21.125 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.021 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:21.125 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.021 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:21.125 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.021 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:21.125 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.021 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:21.125 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.021 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:21.125 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.021 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:21.125 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.021 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:21.125 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.021 - language_mix/frequency:1.000 - language_mix/ratio:0.031 - language_mix/with_length_mean:25.000 - language_mix/without_length_mean:21.000 - language_mix/with_correct_ratio:0.000 - language_mix/without_correct_ratio:0.000 - language_mix/with_reward_mean:-0.024 - language_mix/without_reward_mean:-0.021 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) module autocorrelation_control(in,out); assign out={4,in};
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['18a02211-1c63-4e80-b4cd-ae64dbd1aa1d', '2fef2db0-7893-492f-84e8-8106ca080209', '5813204b-f4cc-4116-b9e9-dead24ad67d6', '9f75e904-bfbe-4382-823a-0c7235e3aabd', 'a3a591ff-3526-4bee-a504-4feb39919d62', 'b1425fa2-8826-43d0-b32a-4ca2e35db2e9', 'be502f6e-dff5-4ac1-809a-b970377a9e68', 'ebec0e92-194a-41e9-be21-f94c90ad6479']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  79%|███████▉  | 158/200 [1:28:19<18:16, 26.10s/it]
(TaskRunner pid=16447) step:157 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1288.000 - global_seqlen/max:2461.000 - global_seqlen/minmax_diff:1173.000 - global_seqlen/balanced_min:1768.000 - global_seqlen/balanced_max:1792.000 - global_seqlen/mean:1779.250 - actor/entropy:0.000 - actor/pg_loss:0.204 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:364.008 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.866 - actor/lr:0.000 - critic/score/mean:-0.020 - critic/score/max:-0.014 - critic/score/min:-0.023 - critic/rewards/mean:-0.020 - critic/rewards/max:-0.014 - critic/rewards/min:-0.023 - critic/advantages/mean:-0.052 - critic/advantages/max:1.497 - critic/advantages/min:-1.321 - critic/returns/mean:-0.052 - critic/returns/max:1.497 - critic/returns/min:-1.321 - response_length/mean:20.188 - response_length/max:24.000 - response_length/min:14.000 - response_length/clip_ratio:0.000 - prompt_length/mean:424.625 - prompt_length/max:595.000 - prompt_length/min:302.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.235 - timing_s/reward:0.926 - timing_s/old_log_prob:2.358 - timing_s/adv:0.001 - timing_s/update_actor:17.412 - timing_s/step:24.935 - timing_per_token_ms/update_actor:1.223 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:6.555 - perf/total_num_tokens:14234.000 - perf/time_per_step:24.935 - perf/throughput:71.354 - reward/mean:-0.020 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:20.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.020 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:20.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.020 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:20.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.020 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:20.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.020 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:20.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.020 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:20.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.020 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:20.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.020 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:20.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.020 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:20.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.020 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:20.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.020 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:20.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.020 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:20.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.020 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) module m(in,out);assign out&=~|in;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['189601bc-1c01-417c-b958-7f45fdfba632', '40e5fd3f-6ba0-4f08-b901-cb2977a102e3', '65f20913-0a95-43f8-9b8c-99b371b79c6a', '69472d63-0e21-44b6-a339-376f381691f7', '7c2d222f-b50c-4496-97a6-b4e0d6643dbe', 'a91d4dc7-c24e-43dd-9057-def251a2beac', 'd64dd3ee-e7e0-4b83-8bd8-75ed5850915c', 'ffff45bb-7226-4a70-b9ef-4802b721b637']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  80%|███████▉  | 159/200 [1:28:44<17:39, 25.84s/it]
(TaskRunner pid=16447) step:158 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1205.000 - global_seqlen/max:4790.000 - global_seqlen/minmax_diff:3585.000 - global_seqlen/balanced_min:1817.000 - global_seqlen/balanced_max:2381.000 - global_seqlen/mean:2099.125 - actor/entropy:0.000 - actor/pg_loss:0.302 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:522.908 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.834 - actor/lr:0.000 - critic/score/mean:-0.018 - critic/score/max:-0.014 - critic/score/min:-0.026 - critic/rewards/mean:-0.018 - critic/rewards/max:-0.014 - critic/rewards/min:-0.026 - critic/advantages/mean:-0.070 - critic/advantages/max:1.499 - critic/advantages/min:-1.452 - critic/returns/mean:-0.070 - critic/returns/max:1.499 - critic/returns/min:-1.452 - response_length/mean:18.781 - response_length/max:27.000 - response_length/min:14.000 - response_length/clip_ratio:0.000 - prompt_length/mean:506.000 - prompt_length/max:1181.000 - prompt_length/min:281.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.269 - timing_s/reward:0.875 - timing_s/old_log_prob:2.351 - timing_s/adv:0.001 - timing_s/update_actor:17.700 - timing_s/step:25.200 - timing_per_token_ms/update_actor:1.054 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:7.104 - perf/total_num_tokens:16793.000 - perf/time_per_step:25.200 - perf/throughput:83.297 - reward/mean:-0.018 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:18.781 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.018 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:18.781 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.018 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:18.781 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.018 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:18.781 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.018 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:18.781 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.018 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:18.781 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.018 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:18.781 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.018 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:18.781 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.018 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:18.781 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.018 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:18.781 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.018 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:18.781 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.018 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:18.781 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.018 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) Module bram(in, out); assign out=in;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['19340464-7778-4906-9c4c-fbe9679f6407', '1bb79bae-970a-4afc-98cb-ad75e2071c51', '444dda43-8def-4d0c-83fb-aa3393d8a971', '6bb031dc-059a-4995-b056-dae351517116', '8a9c8cd7-ca56-4a11-9449-8e6209370883', '9ab78a00-4a02-4194-bac3-34446f1a1d96', 'c88f1f2f-e0cc-4426-aeb3-34584796f5a0', 'd4ea175e-498e-4a45-b553-7c3f5a8d444e']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  80%|████████  | 160/200 [1:29:08<16:56, 25.41s/it]
(TaskRunner pid=16447) step:159 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1010.000 - global_seqlen/max:2233.000 - global_seqlen/minmax_diff:1223.000 - global_seqlen/balanced_min:1508.000 - global_seqlen/balanced_max:1531.000 - global_seqlen/mean:1518.250 - actor/entropy:0.000 - actor/pg_loss:-0.101 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:416.498 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.832 - actor/lr:0.000 - critic/score/mean:-0.016 - critic/score/max:-0.011 - critic/score/min:-0.023 - critic/rewards/mean:-0.016 - critic/rewards/max:-0.011 - critic/rewards/min:-0.023 - critic/advantages/mean:-0.095 - critic/advantages/max:1.479 - critic/advantages/min:-1.498 - critic/returns/mean:-0.095 - critic/returns/max:1.479 - critic/returns/min:-1.498 - response_length/mean:16.688 - response_length/max:24.000 - response_length/min:11.000 - response_length/clip_ratio:0.000 - prompt_length/mean:362.875 - prompt_length/max:540.000 - prompt_length/min:235.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.280 - timing_s/reward:0.897 - timing_s/old_log_prob:2.350 - timing_s/adv:0.001 - timing_s/update_actor:17.671 - timing_s/step:25.203 - timing_per_token_ms/update_actor:1.455 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:8.015 - perf/total_num_tokens:12146.000 - perf/time_per_step:25.203 - perf/throughput:60.241 - reward/mean:-0.016 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:16.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.016 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:16.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.016 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:16.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.016 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:16.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.016 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:16.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.016 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:16.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.016 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:16.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.016 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:16.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.016 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:16.688 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.016 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:16.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.016 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:16.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.016 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:16.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.016 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) Assign out binary;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['03885a1e-7490-475b-b31e-5e396b0a411f', '17f4e8e3-877e-4fd3-aa40-43fb6e93ca69', '1de43ead-d544-4100-b256-17589fabe6e2', '2cc93e5e-49b5-4ec7-ac85-ea9b47b428c1', '31829c9d-1cf7-48ba-94ae-b0032154114a', 'b91012c5-8b16-41f9-82cd-c16c23d74eb7', 'c29e56fd-5899-4f8b-9b20-c8b294cee853', 'dd38cb18-3626-4871-8874-312795087899']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  80%|████████  | 161/200 [1:29:34<16:29, 25.38s/it]
(TaskRunner pid=16447) step:160 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1083.000 - global_seqlen/max:2682.000 - global_seqlen/minmax_diff:1599.000 - global_seqlen/balanced_min:1616.000 - global_seqlen/balanced_max:1649.000 - global_seqlen/mean:1632.375 - actor/entropy:0.000 - actor/pg_loss:0.505 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:452.915 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.868 - actor/lr:0.000 - critic/score/mean:-0.014 - critic/score/max:-0.011 - critic/score/min:-0.021 - critic/rewards/mean:-0.014 - critic/rewards/max:-0.011 - critic/rewards/min:-0.021 - critic/advantages/mean:-0.098 - critic/advantages/max:1.390 - critic/advantages/min:-1.499 - critic/returns/mean:-0.098 - critic/returns/max:1.390 - critic/returns/min:-1.499 - response_length/mean:14.219 - response_length/max:21.000 - response_length/min:11.000 - response_length/clip_ratio:0.000 - prompt_length/mean:393.875 - prompt_length/max:658.000 - prompt_length/min:257.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.231 - timing_s/reward:0.952 - timing_s/old_log_prob:2.319 - timing_s/adv:0.001 - timing_s/update_actor:16.886 - timing_s/step:24.393 - timing_per_token_ms/update_actor:1.293 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.299 - perf/total_num_tokens:13059.000 - perf/time_per_step:24.393 - perf/throughput:66.918 - reward/mean:-0.014 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:14.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.014 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:14.219 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.014 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:14.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.014 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:14.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.014 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:14.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.014 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:14.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.014 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:14.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.014 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:14.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.014 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:14.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.014 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:14.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.014 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:14.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.014 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:14.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.014 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) Qm_reg(in out);
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3a4f08af-966d-48b0-9426-724bd80ab4c1', '3aea23ae-9605-4d5f-80c5-ef812404bcef', '5f1ebf73-fe7b-4abe-8a45-a012f1b2fece', '8037134f-db6d-4ae3-af8c-122f4e8b1dfa', 'a137e651-3a11-4670-beac-a46cbc211793', 'b928ca31-21de-480b-81c8-1091a8f13428', 'd2a0c4da-4154-4649-b250-4fca645b70a7', 'e0fe5771-de47-4694-9fda-15c325b41ed0']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  81%|████████  | 162/200 [1:29:59<16:08, 25.49s/it]
(TaskRunner pid=16447) step:161 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:871.000 - global_seqlen/max:1992.000 - global_seqlen/minmax_diff:1121.000 - global_seqlen/balanced_min:1510.000 - global_seqlen/balanced_max:1582.000 - global_seqlen/mean:1545.000 - actor/entropy:0.000 - actor/pg_loss:-0.092 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:425.818 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.822 - actor/lr:0.000 - critic/score/mean:-0.013 - critic/score/max:-0.010 - critic/score/min:-0.024 - critic/rewards/mean:-0.013 - critic/rewards/max:-0.010 - critic/rewards/min:-0.024 - critic/advantages/mean:-0.103 - critic/advantages/max:1.498 - critic/advantages/min:-1.498 - critic/returns/mean:-0.103 - critic/returns/max:1.498 - critic/returns/min:-1.498 - response_length/mean:13.750 - response_length/max:25.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:372.500 - prompt_length/max:484.000 - prompt_length/min:204.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.300 - timing_s/reward:1.009 - timing_s/old_log_prob:2.321 - timing_s/adv:0.001 - timing_s/update_actor:17.653 - timing_s/step:25.288 - timing_per_token_ms/update_actor:1.428 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.773 - perf/total_num_tokens:12360.000 - perf/time_per_step:25.288 - perf/throughput:61.096 - reward/mean:-0.013 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:13.750 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.013 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:13.750 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.013 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:13.750 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.013 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:13.750 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.013 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:13.750 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.013 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:13.750 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.013 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:13.750 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.013 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:13.750 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.013 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:13.750 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.013 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:13.750 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.013 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:13.750 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.013 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:13.750 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.013 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) assign{aw,w,b}=state;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['00f33f4f-e3a1-4600-935d-a68f28f8a55c', '04c06e8f-d3b8-4337-88f5-f130f9c811c5', '08af4bcd-f40d-4d8a-9765-417a5623b014', '1ec9fcdb-402a-4a74-96d5-07e8fe536188', '99daf369-55b5-4545-8477-d01c3ec55bd1', 'b8649104-fe2e-4302-8385-b1173fd3e882', 'f666825b-cd4d-44dc-aa28-cf049bd711e1', 'f9be37fd-4fd0-425f-b9f5-f737a5dda036']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  82%|████████▏ | 163/200 [1:30:23<15:27, 25.07s/it]
(TaskRunner pid=16447) step:162 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1089.000 - global_seqlen/max:2515.000 - global_seqlen/minmax_diff:1426.000 - global_seqlen/balanced_min:1695.000 - global_seqlen/balanced_max:1711.000 - global_seqlen/mean:1706.625 - actor/entropy:0.000 - actor/pg_loss:-0.280 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:373.431 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.884 - actor/lr:0.000 - critic/score/mean:-0.014 - critic/score/max:-0.010 - critic/score/min:-0.031 - critic/rewards/mean:-0.014 - critic/rewards/max:-0.010 - critic/rewards/min:-0.031 - critic/advantages/mean:-0.114 - critic/advantages/max:1.497 - critic/advantages/min:-1.304 - critic/returns/mean:-0.114 - critic/returns/max:1.497 - critic/returns/min:-1.304 - response_length/mean:14.156 - response_length/max:32.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:412.500 - prompt_length/max:618.000 - prompt_length/min:255.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.988 - timing_s/reward:0.924 - timing_s/old_log_prob:2.353 - timing_s/adv:0.002 - timing_s/update_actor:17.432 - timing_s/step:25.702 - timing_per_token_ms/update_actor:1.277 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.010 - perf/total_num_tokens:13653.000 - perf/time_per_step:25.702 - perf/throughput:66.400 - reward/mean:-0.014 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:14.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.014 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:14.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.014 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:14.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.014 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:14.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.014 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:14.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.014 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:14.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.014 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:14.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.014 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:14.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.014 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:14.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.014 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:14.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.014 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:14.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.014 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:14.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.014 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign out=seg(seq);
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2adc6be5-d7d4-4310-8ceb-d5fb210b8990', '58fc80eb-72c3-4c4d-9dfd-3081f43f8888', '6240cbdf-f823-4d8c-a9ea-2c4b19bb7967', '68fc8085-ca72-42e4-999b-02553b599d6f', '69787ab4-aa29-46ce-818c-59b034a83e01', '781d9d7d-a40a-4d31-8559-ae6a80ca30ff', '8cfa6444-bfaf-454c-bca7-518465096fdf', 'bf7f8eb2-7918-490a-91f8-04a86d7955ae']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  82%|████████▏ | 164/200 [1:30:48<15:02, 25.08s/it]
(TaskRunner pid=16447) step:163 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1126.000 - global_seqlen/max:2525.000 - global_seqlen/minmax_diff:1399.000 - global_seqlen/balanced_min:1693.000 - global_seqlen/balanced_max:1707.000 - global_seqlen/mean:1700.750 - actor/entropy:0.000 - actor/pg_loss:0.158 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:397.382 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.874 - actor/lr:0.000 - critic/score/mean:-0.012 - critic/score/max:-0.011 - critic/score/min:-0.022 - critic/rewards/mean:-0.012 - critic/rewards/max:-0.011 - critic/rewards/min:-0.022 - critic/advantages/mean:-0.083 - critic/advantages/max:1.390 - critic/advantages/min:-1.497 - critic/returns/mean:-0.083 - critic/returns/max:1.390 - critic/returns/min:-1.497 - response_length/mean:12.562 - response_length/max:23.000 - response_length/min:11.000 - response_length/clip_ratio:0.000 - prompt_length/mean:412.625 - prompt_length/max:620.000 - prompt_length/min:270.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.817 - timing_s/reward:0.979 - timing_s/old_log_prob:2.350 - timing_s/adv:0.001 - timing_s/update_actor:16.923 - timing_s/step:24.075 - timing_per_token_ms/update_actor:1.244 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.495 - perf/total_num_tokens:13606.000 - perf/time_per_step:24.075 - perf/throughput:70.645 - reward/mean:-0.012 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:12.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.012 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:12.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.012 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:12.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.012 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:12.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.012 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:12.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.012 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:12.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.012 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:12.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.012 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:12.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.012 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:12.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.012 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:12.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.012 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:12.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.012 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:12.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.012 - language_mix/frequency:1.000 - language_mix/ratio:0.031 - language_mix/with_length_mean:11.000 - language_mix/without_length_mean:12.613 - language_mix/with_correct_ratio:0.000 - language_mix/without_correct_ratio:0.000 - language_mix/with_reward_mean:-0.011 - language_mix/without_reward_mean:-0.012 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) Ab ~ bc;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['17f66490-b92b-4f31-8100-2bce10c36373', '2e21c643-2672-4ebe-9dfa-b2148eabe382', '3f6e4f8a-af5e-477a-9644-0c66347da14c', '44b09563-6b80-4caa-a098-0c0f4a635906', '5ca06e70-c545-4d29-ba91-1893f6245c50', 'c440238d-abc3-40be-b260-75844e8789c6', 'dfdc169a-76d7-446e-a24d-2814c24256fc', 'e7c4135a-b7e3-42b6-ab5c-bc2826514075']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) step:164 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1198.000 - global_seqlen/max:2513.000 - global_seqlen/minmax_diff:1315.000 - global_seqlen/balanced_min:1631.000 - global_seqlen/balanced_max:1654.000 - global_seqlen/mean:1643.000 - actor/entropy:0.000 - actor/pg_loss:0.341 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:354.139 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.799 - actor/lr:0.000 - critic/score/mean:-0.012 - critic/score/max:-0.011 - critic/score/min:-0.017 - critic/rewards/mean:-0.012 - critic/rewards/max:-0.011 - critic/rewards/min:-0.017 - critic/advantages/mean:-0.070 - critic/advantages/max:1.223 - critic/advantages/min:-1.498 - critic/returns/mean:-0.070 - critic/returns/max:1.223 - critic/returns/min:-1.498 - response_length/mean:12.250 - response_length/max:17.000 - response_length/min:11.000 - response_length/clip_ratio:0.000 - prompt_length/mean:398.500 - prompt_length/max:617.000 - prompt_length/min:287.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.287 - timing_s/reward:0.967 - timing_s/old_log_prob:2.321 - timing_s/adv:0.001 - timing_s/update_actor:17.501 - timing_s/step:25.081 - timing_per_token_ms/update_actor:1.331 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.937 - perf/total_num_tokens:13144.000 - perf/time_per_step:25.081 - perf/throughput:65.508 - reward/mean:-0.012 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:12.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.012 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:12.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.012 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:12.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.012 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:12.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.012 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:12.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.012 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:12.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.012 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:12.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.012 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:12.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.012 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:12.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.012 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:12.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.012 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:12.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.012 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:12.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.012 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign out=out +1;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['228b8f84-29e8-4e29-933a-29693e38e097', '452a6afb-c683-4464-b07f-658f582ea471', '84ff8e24-47fd-4344-ae36-276db613eeaa', '9d4a75e8-2b7d-4021-8d05-c1145f1edd41', 'a46edd3d-8f8c-42c5-8369-1285da295de4', 'b1036a59-ff4e-4bdb-ab71-1dda685a945e', 'c1c5127f-2822-4975-a5cc-cf9fe61ba0dc', 'd7897370-ac7f-4c66-b4a6-fe5546a71791']
(TaskRunner pid=16447) 
Training Progress:  82%|████████▎ | 165/200 [1:31:14<14:38, 25.10s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  83%|████████▎ | 166/200 [1:31:38<14:08, 24.94s/it]
(TaskRunner pid=16447) step:165 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1144.000 - global_seqlen/max:2814.000 - global_seqlen/minmax_diff:1670.000 - global_seqlen/balanced_min:1779.000 - global_seqlen/balanced_max:1857.000 - global_seqlen/mean:1817.750 - actor/entropy:0.000 - actor/pg_loss:-0.058 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:348.207 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.847 - actor/lr:0.000 - critic/score/mean:-0.012 - critic/score/max:-0.010 - critic/score/min:-0.016 - critic/rewards/mean:-0.012 - critic/rewards/max:-0.010 - critic/rewards/min:-0.016 - critic/advantages/mean:-0.074 - critic/advantages/max:1.499 - critic/advantages/min:-1.499 - critic/returns/mean:-0.074 - critic/returns/max:1.499 - critic/returns/min:-1.499 - response_length/mean:12.562 - response_length/max:16.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:441.875 - prompt_length/max:691.000 - prompt_length/min:274.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.364 - timing_s/reward:1.010 - timing_s/old_log_prob:2.293 - timing_s/adv:0.001 - timing_s/update_actor:17.467 - timing_s/step:25.138 - timing_per_token_ms/update_actor:1.201 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.855 - perf/total_num_tokens:14542.000 - perf/time_per_step:25.138 - perf/throughput:72.310 - reward/mean:-0.012 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:12.562 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.012 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:12.562 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.012 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:12.562 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.012 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:12.562 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.012 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:12.562 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.012 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:12.562 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.012 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:12.562 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.012 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:12.562 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.012 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:12.562 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.012 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:12.562 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.012 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:12.562 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.012 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:12.562 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.012 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign out aa bb;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['19de1373-b9e9-4123-a09c-353fcf38487e', '29f4e447-3982-4a0c-b30f-76e18d6a082d', '75a75cc8-7583-404f-a649-d6b66398ba3d', '76deec35-c00c-4937-a3cc-7f92cd090bd1', '9ecd058c-4cf2-47da-9ceb-a9d7d3fb68e5', 'a2919593-20cd-4b18-8f5b-9acc86b21ae1', 'b6aeb2cd-6162-4b98-bede-75e6e912b07c', 'c8e0915c-da09-45be-81a2-f6664227bf45']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  84%|████████▎ | 167/200 [1:32:03<13:44, 24.97s/it]
(TaskRunner pid=16447) step:166 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1237.000 - global_seqlen/max:2711.000 - global_seqlen/minmax_diff:1474.000 - global_seqlen/balanced_min:1937.000 - global_seqlen/balanced_max:1961.000 - global_seqlen/mean:1949.000 - actor/entropy:0.000 - actor/pg_loss:0.131 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:159.737 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.828 - actor/lr:0.000 - critic/score/mean:-0.012 - critic/score/max:-0.010 - critic/score/min:-0.015 - critic/rewards/mean:-0.012 - critic/rewards/max:-0.010 - critic/rewards/min:-0.015 - critic/advantages/mean:-0.062 - critic/advantages/max:1.497 - critic/advantages/min:-1.390 - critic/returns/mean:-0.062 - critic/returns/max:1.497 - critic/returns/min:-1.390 - response_length/mean:12.125 - response_length/max:15.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:475.125 - prompt_length/max:666.000 - prompt_length/min:298.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.253 - timing_s/reward:0.944 - timing_s/old_log_prob:2.334 - timing_s/adv:0.001 - timing_s/update_actor:17.016 - timing_s/step:24.552 - timing_per_token_ms/update_actor:1.091 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.962 - perf/total_num_tokens:15592.000 - perf/time_per_step:24.552 - perf/throughput:79.382 - reward/mean:-0.012 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:12.125 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.012 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:12.125 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.012 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:12.125 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.012 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:12.125 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.012 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:12.125 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.012 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:12.125 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.012 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:12.125 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.012 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:12.125 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.012 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:12.125 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.012 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:12.125 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.012 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:12.125 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.012 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:12.125 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.012 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) out=state <<；
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3e6a67f4-684b-4fa9-b4eb-11e314887d91', '3ebb25b3-fe6f-4373-9d9a-8359598d6d9b', '41a1e782-e5a3-4514-8d9f-6b0fbb67daed', '4a9f9dff-9118-4843-8454-8c7dfdad2f97', '8c875949-6c3a-4351-8867-02c84b526331', 'bd836ac0-f43a-4fff-af66-1bf948ee6dfa', 'd6e8497e-7a2a-4ed0-948c-21a1d1fa00f5', 'fd283f21-bdf9-47ba-80f0-7fc5fe8b88fe']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  84%|████████▍ | 168/200 [1:32:28<13:13, 24.81s/it]
(TaskRunner pid=16447) step:167 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1150.000 - global_seqlen/max:2122.000 - global_seqlen/minmax_diff:972.000 - global_seqlen/balanced_min:1698.000 - global_seqlen/balanced_max:1700.000 - global_seqlen/mean:1699.125 - actor/entropy:0.000 - actor/pg_loss:0.216 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:186.557 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.800 - actor/lr:0.000 - critic/score/mean:-0.011 - critic/score/max:-0.010 - critic/score/min:-0.014 - critic/rewards/mean:-0.011 - critic/rewards/max:-0.010 - critic/rewards/min:-0.014 - critic/advantages/mean:-0.043 - critic/advantages/max:1.497 - critic/advantages/min:-1.497 - critic/returns/mean:-0.043 - critic/returns/max:1.497 - critic/returns/min:-1.497 - response_length/mean:11.656 - response_length/max:14.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:413.125 - prompt_length/max:519.000 - prompt_length/min:277.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.759 - timing_s/reward:0.939 - timing_s/old_log_prob:2.353 - timing_s/adv:0.001 - timing_s/update_actor:17.953 - timing_s/step:25.009 - timing_per_token_ms/update_actor:1.321 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.077 - perf/total_num_tokens:13593.000 - perf/time_per_step:25.009 - perf/throughput:67.940 - reward/mean:-0.011 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:11.656 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.011 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:11.656 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.011 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:11.656 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.011 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:11.656 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.011 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:11.656 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.011 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:11.656 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.011 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:11.656 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.011 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:11.656 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.011 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:11.656 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.011 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:11.656 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.011 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:11.656 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.011 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:11.656 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.011 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign out=IRQ;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1aab28f2-2b93-4cd0-9e0c-d54d62bd75d7', '6d0aa56c-38cb-41f8-a94b-f376cd160906', '7d5ae85d-8d74-4ca3-b7e8-b36e73eea242', '858963bf-00e8-44e2-952f-e63547a3fc88', 'ac824286-b56e-4101-bbc0-3c50f213211f', 'dfebaf1f-a5a1-4891-b5ee-6f2220d1acf3', 'f62bb22c-9dfd-40a3-9a96-85bb306646cd', 'ff9d481d-4c41-4a99-9d5b-6c007f89cbd9']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  84%|████████▍ | 169/200 [1:32:53<12:54, 24.99s/it]
(TaskRunner pid=16447) step:168 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1144.000 - global_seqlen/max:2527.000 - global_seqlen/minmax_diff:1383.000 - global_seqlen/balanced_min:1651.000 - global_seqlen/balanced_max:1780.000 - global_seqlen/mean:1715.000 - actor/entropy:0.000 - actor/pg_loss:0.164 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:168.947 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.872 - actor/lr:0.000 - critic/score/mean:-0.012 - critic/score/max:-0.010 - critic/score/min:-0.015 - critic/rewards/mean:-0.012 - critic/rewards/max:-0.010 - critic/rewards/min:-0.015 - critic/advantages/mean:-0.054 - critic/advantages/max:1.498 - critic/advantages/min:-1.317 - critic/returns/mean:-0.054 - critic/returns/max:1.498 - critic/returns/min:-1.317 - response_length/mean:11.875 - response_length/max:15.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:416.875 - prompt_length/max:619.000 - prompt_length/min:274.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.587 - timing_s/reward:0.877 - timing_s/old_log_prob:2.327 - timing_s/adv:0.001 - timing_s/update_actor:17.612 - timing_s/step:24.408 - timing_per_token_ms/update_actor:1.284 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.438 - perf/total_num_tokens:13720.000 - perf/time_per_step:24.408 - perf/throughput:70.265 - reward/mean:-0.012 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:11.875 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.012 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:11.875 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.012 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:11.875 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.012 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:11.875 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.012 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:11.875 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.012 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:11.875 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.012 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:11.875 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.012 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:11.875 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.012 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:11.875 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.012 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:11.875 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.012 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:11.875 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.012 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:11.875 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.012 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign D=A B;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['14699d32-f6c2-4584-b54c-3e3d619493a9', '5e3f6dc9-253e-4b12-9674-d244c41637d6', '78b0d767-7ef3-45e6-ab33-8956b8d0dcfd', '7e6ffef1-f012-4b74-8704-4b1709bea7d2', '90976d26-c418-4d40-9672-47c09ed784a2', '99c9cd53-cbc9-45b5-919e-de28f0248f7f', 'c28f6adc-7845-4f50-af73-1b9d7c174600', 'ff943b85-a11e-4a3c-8c39-bc4c6c6e3982']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  85%|████████▌ | 170/200 [1:33:18<12:26, 24.87s/it]
(TaskRunner pid=16447) step:169 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1314.000 - global_seqlen/max:3534.000 - global_seqlen/minmax_diff:2220.000 - global_seqlen/balanced_min:2044.000 - global_seqlen/balanced_max:2148.000 - global_seqlen/mean:2096.125 - actor/entropy:0.000 - actor/pg_loss:0.142 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:215.668 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.909 - actor/lr:0.000 - critic/score/mean:-0.011 - critic/score/max:-0.009 - critic/score/min:-0.015 - critic/rewards/mean:-0.011 - critic/rewards/max:-0.009 - critic/rewards/min:-0.015 - critic/advantages/mean:-0.067 - critic/advantages/max:1.498 - critic/advantages/min:-1.499 - critic/returns/mean:-0.067 - critic/returns/max:1.498 - critic/returns/min:-1.499 - response_length/mean:11.406 - response_length/max:15.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:512.625 - prompt_length/max:872.000 - prompt_length/min:317.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.525 - timing_s/reward:0.980 - timing_s/old_log_prob:2.354 - timing_s/adv:0.001 - timing_s/update_actor:17.513 - timing_s/step:25.377 - timing_per_token_ms/update_actor:1.044 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.398 - perf/total_num_tokens:16769.000 - perf/time_per_step:25.377 - perf/throughput:82.599 - reward/mean:-0.011 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:11.406 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.011 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:11.406 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.011 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:11.406 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.011 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:11.406 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.011 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:11.406 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.011 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:11.406 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.011 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:11.406 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.011 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:11.406 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.011 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:11.406 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.011 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:11.406 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.011 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:11.406 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.011 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:11.406 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.011 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign f=x*y;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2ada5c83-25a7-42b3-a052-91f46d625b4f', '302172cf-1275-41aa-9807-5c6f78f9fc09', '7408cc50-0add-4c73-aec3-93c248336243', '7a5ab3f7-90f8-4898-b6fa-ad6a3cc43195', '7f856980-f9af-4cf8-86c0-da08af691e3e', 'de4e7835-e937-41cb-b299-0102af31769f', 'efb379f8-0b47-4aca-a071-469df7909557', 'f816ed76-9dd9-41b9-b48a-6fe3595c8c54']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  86%|████████▌ | 171/200 [1:33:42<11:59, 24.81s/it]
(TaskRunner pid=16447) step:170 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1210.000 - global_seqlen/max:2383.000 - global_seqlen/minmax_diff:1173.000 - global_seqlen/balanced_min:1570.000 - global_seqlen/balanced_max:1625.000 - global_seqlen/mean:1597.500 - actor/entropy:0.000 - actor/pg_loss:-0.054 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:224.399 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.895 - actor/lr:0.000 - critic/score/mean:-0.011 - critic/score/max:-0.010 - critic/score/min:-0.013 - critic/rewards/mean:-0.011 - critic/rewards/max:-0.010 - critic/rewards/min:-0.013 - critic/advantages/mean:-0.047 - critic/advantages/max:1.498 - critic/advantages/min:-1.498 - critic/returns/mean:-0.047 - critic/returns/max:1.498 - critic/returns/min:-1.498 - response_length/mean:11.500 - response_length/max:13.000 - response_length/min:10.000 - response_length/clip_ratio:0.000 - prompt_length/mean:387.875 - prompt_length/max:585.000 - prompt_length/min:291.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.337 - timing_s/reward:0.942 - timing_s/old_log_prob:2.354 - timing_s/adv:0.001 - timing_s/update_actor:17.944 - timing_s/step:24.582 - timing_per_token_ms/update_actor:1.404 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.068 - perf/total_num_tokens:12780.000 - perf/time_per_step:24.582 - perf/throughput:64.987 - reward/mean:-0.011 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:11.500 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.011 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:11.500 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.011 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:11.500 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.011 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:11.500 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.011 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:11.500 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.011 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:11.500 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.011 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:11.500 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.011 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:11.500 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.011 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:11.500 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.011 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:11.500 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.011 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:11.500 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.011 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:11.500 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.011 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign product;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['187a7c67-6de6-4323-806f-89d1d39d3ca2', '460a0798-0582-4033-aacb-cf1fcbb00425', '65d3ef07-158c-421a-918b-0cfb19fd459a', '82fe3a3c-8a2b-4756-b24d-0ee9b8afd0c6', '9f9adb61-5a5f-41da-bf6a-8ecd57677c2d', 'a07e8ec8-6ee0-4b19-8dc9-f7fbe5b1ca0b', 'b5bfe435-fb9a-42eb-8735-ccda2e785368', 'd704e563-ce7c-4fa9-ac95-a09762245a33']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  86%|████████▌ | 172/200 [1:34:07<11:32, 24.72s/it]
(TaskRunner pid=16447) step:171 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:877.000 - global_seqlen/max:2179.000 - global_seqlen/minmax_diff:1302.000 - global_seqlen/balanced_min:1633.000 - global_seqlen/balanced_max:1718.000 - global_seqlen/mean:1675.125 - actor/entropy:0.000 - actor/pg_loss:-0.060 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:238.276 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.821 - actor/lr:0.000 - critic/score/mean:-0.010 - critic/score/max:-0.009 - critic/score/min:-0.013 - critic/rewards/mean:-0.010 - critic/rewards/max:-0.009 - critic/rewards/min:-0.013 - critic/advantages/mean:-0.051 - critic/advantages/max:1.390 - critic/advantages/min:-1.497 - critic/returns/mean:-0.051 - critic/returns/max:1.390 - critic/returns/min:-1.497 - response_length/mean:10.656 - response_length/max:13.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:408.125 - prompt_length/max:534.000 - prompt_length/min:209.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.836 - timing_s/reward:0.950 - timing_s/old_log_prob:2.326 - timing_s/adv:0.001 - timing_s/update_actor:17.537 - timing_s/step:24.654 - timing_per_token_ms/update_actor:1.309 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.250 - perf/total_num_tokens:13401.000 - perf/time_per_step:24.654 - perf/throughput:67.946 - reward/mean:-0.010 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:10.656 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.010 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:10.656 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.010 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:10.656 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.010 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:10.656 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.010 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:10.656 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.010 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:10.656 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.010 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:10.656 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.010 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:10.656 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.010 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:10.656 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.010 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:10.656 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.010 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:10.656 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.010 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:10.656 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.010 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign out = in;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3384438d-2d25-45bb-93a6-d2014df274ab', '34e9d03d-3df5-45b7-8775-02d7ec325b23', '5d158e98-0394-463d-878a-f93cefaedf20', '678ed675-d864-49c5-8313-e7a2cab01afe', '840e1190-04b7-4546-a546-a6d8886bce6e', '88136ace-2d5f-431f-a997-cbe58dbf674c', 'b960b997-4e86-4d8c-8a15-4c770b410a63', 'ca740155-b6b0-4061-9ab2-dcf982529afc']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  86%|████████▋ | 173/200 [1:34:31<11:00, 24.48s/it]
(TaskRunner pid=16447) step:172 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1136.000 - global_seqlen/max:1896.000 - global_seqlen/minmax_diff:760.000 - global_seqlen/balanced_min:1480.000 - global_seqlen/balanced_max:1487.000 - global_seqlen/mean:1483.500 - actor/entropy:0.000 - actor/pg_loss:0.216 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:190.402 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.867 - actor/lr:0.000 - critic/score/mean:-0.010 - critic/score/max:-0.009 - critic/score/min:-0.012 - critic/rewards/mean:-0.010 - critic/rewards/max:-0.009 - critic/rewards/min:-0.012 - critic/advantages/mean:-0.030 - critic/advantages/max:0.993 - critic/advantages/min:-1.390 - critic/returns/mean:-0.030 - critic/returns/max:0.993 - critic/returns/min:-1.390 - response_length/mean:10.375 - response_length/max:12.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:360.500 - prompt_length/max:463.000 - prompt_length/min:274.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.052 - timing_s/reward:0.970 - timing_s/old_log_prob:2.315 - timing_s/adv:0.001 - timing_s/update_actor:17.147 - timing_s/step:24.489 - timing_per_token_ms/update_actor:1.445 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.206 - perf/total_num_tokens:11868.000 - perf/time_per_step:24.489 - perf/throughput:60.579 - reward/mean:-0.010 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:10.375 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.010 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:10.375 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.010 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:10.375 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.010 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:10.375 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.010 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:10.375 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.010 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:10.375 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.010 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:10.375 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.010 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:10.375 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.010 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:10.375 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.010 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:10.375 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.010 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:10.375 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.010 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:10.375 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.010 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign#5;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['3b36f706-af11-48e7-9355-00e4c24214bb', '4f29d39c-27ac-4de3-b613-4c33e7ad2be3', '682c430b-3665-42e9-a955-a660eb674415', '6f71fa97-84ea-4812-abf0-dc85903360c1', '81a12fe1-bc27-4060-9973-8bda7af97cc8', '8efd6203-942a-4b79-8fa4-f94427fed808', '9ff2a574-1e4d-4b3d-8629-99e54be4aa60', 'd1787316-cca5-499f-82fd-ee6806f24977']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  87%|████████▋ | 174/200 [1:34:55<10:31, 24.30s/it]
(TaskRunner pid=16447) step:173 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1121.000 - global_seqlen/max:2224.000 - global_seqlen/minmax_diff:1103.000 - global_seqlen/balanced_min:1611.000 - global_seqlen/balanced_max:1614.000 - global_seqlen/mean:1612.250 - actor/entropy:0.000 - actor/pg_loss:0.114 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:179.172 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.889 - actor/lr:0.000 - critic/score/mean:-0.010 - critic/score/max:-0.009 - critic/score/min:-0.014 - critic/rewards/mean:-0.010 - critic/rewards/max:-0.009 - critic/rewards/min:-0.014 - critic/advantages/mean:-0.036 - critic/advantages/max:0.864 - critic/advantages/min:-1.497 - critic/returns/mean:-0.036 - critic/returns/max:0.864 - critic/returns/min:-1.497 - response_length/mean:10.312 - response_length/max:14.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:392.750 - prompt_length/max:547.000 - prompt_length/min:268.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.255 - timing_s/reward:0.911 - timing_s/old_log_prob:2.330 - timing_s/adv:0.001 - timing_s/update_actor:17.397 - timing_s/step:23.898 - timing_per_token_ms/update_actor:1.349 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:9.865 - perf/total_num_tokens:12898.000 - perf/time_per_step:23.898 - perf/throughput:67.463 - reward/mean:-0.010 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:10.312 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.010 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:10.312 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.010 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:10.312 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.010 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:10.312 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.010 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:10.312 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.010 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:10.312 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.010 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:10.312 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.010 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:10.312 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.010 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:10.312 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.010 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:10.312 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.010 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:10.312 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.010 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:10.312 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.010 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['047adc32-a0c5-46ee-b9d4-65ea6abd1d6a', '35d61d9c-2de1-4ca8-a91c-05e0d78cd6a9', '72b20dbb-5b62-46bc-a59c-fe091572a142', '8bad3e76-8502-4bdf-a06f-441305cc0148', 'ad4eeb08-13b8-4cc7-9dae-85c5c7cad03f', 'ca449079-92b8-4bf0-81e7-5d52ed1dd064', 'd86db35f-74d8-4bd8-8bbb-de9aae400b2e', 'e9780c5a-d1e7-49d2-83f8-8a61de656db8']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  88%|████████▊ | 175/200 [1:35:19<10:06, 24.26s/it]
(TaskRunner pid=16447) step:174 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1189.000 - global_seqlen/max:4280.000 - global_seqlen/minmax_diff:3091.000 - global_seqlen/balanced_min:1858.000 - global_seqlen/balanced_max:2154.000 - global_seqlen/mean:2005.875 - actor/entropy:0.000 - actor/pg_loss:0.125 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:167.150 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.875 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.012 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.012 - critic/advantages/mean:-0.030 - critic/advantages/max:1.497 - critic/advantages/min:-1.497 - critic/returns/mean:-0.030 - critic/returns/max:1.497 - critic/returns/min:-1.497 - response_length/mean:9.719 - response_length/max:12.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:491.750 - prompt_length/max:1061.000 - prompt_length/min:287.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.184 - timing_s/reward:0.947 - timing_s/old_log_prob:2.349 - timing_s/adv:0.001 - timing_s/update_actor:17.383 - timing_s/step:23.869 - timing_per_token_ms/update_actor:1.083 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.238 - perf/total_num_tokens:16047.000 - perf/time_per_step:23.869 - perf/throughput:84.038 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.719 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.719 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.719 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.719 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.719 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.719 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.719 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.719 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.719 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.719 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.719 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.719 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['650083c4-44ae-490c-ad3a-7696a0e4eda2', '6583c2e8-3535-450a-b435-43e4a1b94299', '700ef086-a6fc-479f-a51d-5cebcc63c80a', '75a8e2df-876d-4f31-97ed-4d5d8a72cc4e', '85704bc3-ab4c-486f-8075-340080757135', 'c5dc3593-5385-43e7-9254-64c7ff8276ad', 'ca8ea14f-3bd1-4f1a-84ba-bed3821f3229', 'e3e7a328-d953-48b3-a356-e81f90529e9d']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  88%|████████▊ | 176/200 [1:35:43<09:40, 24.19s/it]
(TaskRunner pid=16447) step:175 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1245.000 - global_seqlen/max:1812.000 - global_seqlen/minmax_diff:567.000 - global_seqlen/balanced_min:1471.000 - global_seqlen/balanced_max:1491.000 - global_seqlen/mean:1481.250 - actor/entropy:0.000 - actor/pg_loss:0.374 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:72.945 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.801 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.012 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.012 - critic/advantages/mean:-0.020 - critic/advantages/max:0.833 - critic/advantages/min:-1.497 - critic/returns/mean:-0.020 - critic/returns/max:0.833 - critic/returns/min:-1.497 - response_length/mean:9.188 - response_length/max:12.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:361.125 - prompt_length/max:444.000 - prompt_length/min:302.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.852 - timing_s/reward:1.003 - timing_s/old_log_prob:2.315 - timing_s/adv:0.001 - timing_s/update_actor:16.968 - timing_s/step:24.144 - timing_per_token_ms/update_actor:1.432 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.104 - perf/total_num_tokens:11850.000 - perf/time_per_step:24.144 - perf/throughput:61.352 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.188 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.188 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.188 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.188 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.188 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.188 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.188 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.188 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.188 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.188 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.188 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.188 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1fbee1f1-14ad-4838-bcd0-f2ec13497bf4', '5fe9bbdb-e059-4889-9220-ac5fbbc36dba', '9fa6a1c8-ba85-40e4-8070-09a34adbb753', 'a5fc83aa-b994-4bc0-94ac-63cc34a5a46c', 'c765503d-a071-4cba-ba54-0fb657da83b6', 'cb753348-4d9d-4ce2-b827-ec9dab8e2e7f', 'cd132f14-8716-4b98-bab0-7bc246ef1534', 'd1b95077-bd6d-46ca-bd34-4a632958f48f']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  88%|████████▊ | 177/200 [1:36:07<09:13, 24.08s/it]
(TaskRunner pid=16447) step:176 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1092.000 - global_seqlen/max:4196.000 - global_seqlen/minmax_diff:3104.000 - global_seqlen/balanced_min:1563.000 - global_seqlen/balanced_max:2053.000 - global_seqlen/mean:1808.375 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:42.247 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.822 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.012 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.012 - critic/advantages/mean:-0.015 - critic/advantages/max:0.500 - critic/advantages/min:-1.499 - critic/returns/mean:-0.015 - critic/returns/max:0.500 - critic/returns/min:-1.499 - response_length/mean:9.219 - response_length/max:12.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:442.875 - prompt_length/max:1040.000 - prompt_length/min:263.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.356 - timing_s/reward:0.931 - timing_s/old_log_prob:2.260 - timing_s/adv:0.001 - timing_s/update_actor:17.460 - timing_s/step:24.012 - timing_per_token_ms/update_actor:1.207 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.376 - perf/total_num_tokens:14467.000 - perf/time_per_step:24.012 - perf/throughput:75.311 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.219 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['23a0e3bc-2509-4d80-b339-fa9b9ec05a86', '2f525f6a-b548-4afc-bc47-3e20cfac40b3', '2f717ca8-033f-4d0e-abb3-ca88c332b548', '6ae4b015-c65d-4b42-90f4-6cfa55675446', '778f18d5-3b5c-4325-b48b-6b884ba5979a', 'c13805f9-1941-48a5-8d54-aee3a080d25c', 'da017ad0-c8e9-4821-bb55-8814eb5966cb', 'efb2d64a-496f-4f2e-b355-a15c2e72917e']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  89%|████████▉ | 178/200 [1:36:31<08:54, 24.31s/it]
(TaskRunner pid=16447) step:177 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1200.000 - global_seqlen/max:3365.000 - global_seqlen/minmax_diff:2165.000 - global_seqlen/balanced_min:1859.000 - global_seqlen/balanced_max:1894.000 - global_seqlen/mean:1876.125 - actor/entropy:0.000 - actor/pg_loss:0.374 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:24.105 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.886 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.011 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.011 - critic/advantages/mean:-0.005 - critic/advantages/max:0.499 - critic/advantages/min:-1.497 - critic/returns/mean:-0.005 - critic/returns/max:0.499 - critic/returns/min:-1.497 - response_length/mean:9.156 - response_length/max:11.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:459.875 - prompt_length/max:831.000 - prompt_length/min:291.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.138 - timing_s/reward:0.903 - timing_s/old_log_prob:2.359 - timing_s/adv:0.001 - timing_s/update_actor:17.383 - timing_s/step:23.788 - timing_per_token_ms/update_actor:1.158 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.710 - perf/total_num_tokens:15009.000 - perf/time_per_step:23.788 - perf/throughput:78.867 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2e75101c-9d3f-4081-941a-0b7841bd828b', '687873bc-b225-4b59-a77b-30c13e832bdf', '79717f14-3369-4752-adb9-469f17d8b6f4', '9c135a85-ca30-4fbe-898d-39ce08ae8a5a', 'adf1e3a0-734d-41d1-bc47-50524345ea88', 'b2b33bc1-7ab7-4ef2-805c-a3e2d2abf053', 'e25da965-6c2e-42d9-a3cc-adad625936c6', 'fbbb5375-9dc5-472c-9755-b85b767631c0']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  90%|████████▉ | 179/200 [1:36:56<08:31, 24.36s/it]
(TaskRunner pid=16447) step:178 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1084.000 - global_seqlen/max:2252.000 - global_seqlen/minmax_diff:1168.000 - global_seqlen/balanced_min:1570.000 - global_seqlen/balanced_max:1608.000 - global_seqlen/mean:1589.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.795 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.010 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.010 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.125 - response_length/max:10.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.125 - prompt_length/max:554.000 - prompt_length/min:261.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.802 - timing_s/reward:0.991 - timing_s/old_log_prob:2.306 - timing_s/adv:0.001 - timing_s/update_actor:16.712 - timing_s/step:24.816 - timing_per_token_ms/update_actor:1.315 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:16.444 - perf/total_num_tokens:12712.000 - perf/time_per_step:24.816 - perf/throughput:64.031 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.125 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.125 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.125 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.125 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.125 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.125 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.125 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.125 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.125 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.125 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.125 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.125 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['33ef621c-8460-4553-a615-ee8578187ed7', '33fdc4a9-872a-4ef3-af84-df6a48ec7265', '3c0093f2-8e12-437c-be91-72a214e05069', '71d026c7-0d85-4f6e-9fe3-c6f0ac2d3bc6', 'c1167126-ffff-44f8-b86c-c884576e7319', 'd852143c-8f3e-42eb-9c66-a3cb2f9d85ae', 'e0613e63-6074-4de7-a9da-207f05ee86c1', 'e6b93997-34c6-4f2b-a84e-ccd8e4c1c4b6']
(WorkerDict pid=17591) /usr/local/lib/python3.12/dist-packages/torch/distributed/c10d_logger.py:83: UserWarning: barrier(): using the device under current context. You can specify `device_id` in `init_process_group` to mute this warning.
(WorkerDict pid=17591)   return func(*args, **kwargs)
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  90%|█████████ | 180/200 [1:37:43<10:23, 31.17s/it]
(TaskRunner pid=16447) step:179 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1284.000 - global_seqlen/max:2284.000 - global_seqlen/minmax_diff:1000.000 - global_seqlen/balanced_min:1770.000 - global_seqlen/balanced_max:1777.000 - global_seqlen/mean:1773.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.650 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:434.375 - prompt_length/max:562.000 - prompt_length/min:312.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.716 - timing_s/reward:0.888 - timing_s/old_log_prob:2.219 - timing_s/adv:0.001 - timing_s/update_actor:17.624 - timing_s/step:24.452 - timing_per_token_ms/update_actor:1.242 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.903 - perf/total_num_tokens:14188.000 - perf/time_per_step:24.452 - perf/throughput:72.529 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) local_global_step_folder: /data/save/verilog/global_step_180
(WorkerDict pid=17591) [rank-0]: Saving model to /data/save/verilog/global_step_180/actor/model_world_size_8_rank_0.pt
(WorkerDict pid=17591) [rank-0]: Saving checkpoint to /data/save/verilog/global_step_180/actor/model_world_size_8_rank_0.pt
(WorkerDict pid=17591) [rank-0]: Saving extra_state to /data/save/verilog/global_step_180/actor/extra_state_world_size_8_rank_0.pt
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2cc3c7ac-9335-4e3a-b573-30149a77b88c', '367d3427-93bd-454d-9ce6-8e99c299f7df', '5d15baf0-770b-4dae-b3d1-861cf8edf446', '88185558-ae53-4441-b83d-4748db1c3264', '94f564d7-9c07-4468-8a5c-e4d0a91d649d', '9a38a1dd-1428-42c8-8ea4-c0fc9c9e3a83', 'e3dd6478-b291-4fa3-9227-5e3d92d3ac57', 'f31ffd6c-e296-43bd-bbf6-d4aa27543bb1']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  90%|█████████ | 181/200 [1:38:05<09:01, 28.48s/it]
(TaskRunner pid=16447) step:180 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1224.000 - global_seqlen/max:2744.000 - global_seqlen/minmax_diff:1520.000 - global_seqlen/balanced_min:1626.000 - global_seqlen/balanced_max:1711.000 - global_seqlen/mean:1668.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:252.579 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:408.125 - prompt_length/max:677.000 - prompt_length/min:297.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.065 - timing_s/reward:0.924 - timing_s/old_log_prob:2.332 - timing_s/adv:0.001 - timing_s/update_actor:17.439 - timing_s/save_checkpoint:23.288 - timing_s/step:47.053 - timing_per_token_ms/update_actor:1.306 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.644 - perf/total_num_tokens:13348.000 - perf/time_per_step:47.053 - perf/throughput:35.460 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(WorkerDict pid=17915) [rank-1]: Saving model to /data/save/verilog/global_step_180/actor/model_world_size_8_rank_1.pt [repeated 7x across cluster]
(WorkerDict pid=17915) [rank-1]: Saving checkpoint to /data/save/verilog/global_step_180/actor/model_world_size_8_rank_1.pt [repeated 7x across cluster]
(WorkerDict pid=17915) [rank-1]: Saving extra_state to /data/save/verilog/global_step_180/actor/extra_state_world_size_8_rank_1.pt [repeated 7x across cluster]
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['145afd83-9d48-406f-b583-c6259c7ecbd0', '2e06c79e-1737-41e8-8aa4-94597c7705c3', '5949fd77-136e-40ff-abaf-d97ede157705', '6709c1ab-2ebb-4460-9b02-15f6abc3a047', '697c2848-faf8-414f-854a-3c7c77c188b7', '983b5a44-4dcb-474e-9bfa-66c129abfb2d', 'a5ec80ec-656c-46b1-b104-25213680df47', 'a75efb4e-0ba3-4f41-9e9d-307eedec43bc']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  91%|█████████ | 182/200 [1:38:30<08:14, 27.48s/it]
(TaskRunner pid=16447) step:181 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1240.000 - global_seqlen/max:2388.000 - global_seqlen/minmax_diff:1148.000 - global_seqlen/balanced_min:1733.000 - global_seqlen/balanced_max:1775.000 - global_seqlen/mean:1754.375 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:114.255 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.148 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.011 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.011 - critic/advantages/mean:-0.010 - critic/advantages/max:0.783 - critic/advantages/min:-1.304 - critic/returns/mean:-0.010 - critic/returns/max:0.783 - critic/returns/min:-1.304 - response_length/mean:9.219 - response_length/max:11.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:429.375 - prompt_length/max:588.000 - prompt_length/min:301.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:1.621 - timing_s/reward:0.925 - timing_s/old_log_prob:2.370 - timing_s/adv:0.001 - timing_s/update_actor:17.269 - timing_s/step:22.189 - timing_per_token_ms/update_actor:1.230 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:5.496 - perf/total_num_tokens:14035.000 - perf/time_per_step:22.189 - perf/throughput:79.065 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.219 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.219 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.219 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.219 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.219 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.219 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.219 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.219 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.219 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.219 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.219 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.219 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01cbe105-8f4f-410f-be3b-93ddbe662610', '2519e463-887a-495b-8c40-9725e4946931', '282bfd40-2ead-4029-830d-ede12ca6f7b5', '299787f6-809e-413e-ad20-211cb442dd4e', '4c3c19df-f19a-4b8f-8cbd-88e569357adc', 'ba0caab2-bf0f-4561-a923-3b812b523888', 'c19142f0-419b-4a02-9e55-36c23ce5db8b', 'c6d379e9-3348-432b-bd0c-82a232e03f0b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  92%|█████████▏| 183/200 [1:38:57<07:42, 27.22s/it]
(TaskRunner pid=16447) step:182 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1200.000 - global_seqlen/max:2744.000 - global_seqlen/minmax_diff:1544.000 - global_seqlen/balanced_min:1852.000 - global_seqlen/balanced_max:1861.000 - global_seqlen/mean:1856.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.156 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:455.125 - prompt_length/max:677.000 - prompt_length/min:291.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.865 - timing_s/reward:0.911 - timing_s/old_log_prob:2.354 - timing_s/adv:0.001 - timing_s/update_actor:17.974 - timing_s/step:25.109 - timing_per_token_ms/update_actor:1.210 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.420 - perf/total_num_tokens:14852.000 - perf/time_per_step:25.109 - perf/throughput:73.938 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) Assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['22893f41-9d82-47a6-881c-e01c438c627d', '267334f2-e1ab-4ad9-a0bd-34a303a27f22', '3bede1e3-84ee-48de-885b-a74a8f9476c0', '402c4bc4-48ec-4164-aee2-5d0618f1f91b', '4118b68c-19ac-4760-972d-1f54cde47f16', '4bc17790-87b3-4a05-8262-fb9a37870cc6', '8246eac7-cc04-43f3-9641-2da4a8369d00', 'ea0a55b3-32bd-4bc6-85a4-16464f4ad49b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  92%|█████████▏| 184/200 [1:39:21<06:59, 26.21s/it]
(TaskRunner pid=16447) step:183 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1236.000 - global_seqlen/max:2260.000 - global_seqlen/minmax_diff:1024.000 - global_seqlen/balanced_min:1512.000 - global_seqlen/balanced_max:1600.000 - global_seqlen/mean:1556.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.184 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.011 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.011 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.250 - response_length/max:11.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:379.750 - prompt_length/max:556.000 - prompt_length/min:300.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:5.009 - timing_s/reward:1.001 - timing_s/old_log_prob:2.376 - timing_s/adv:0.001 - timing_s/update_actor:18.210 - timing_s/step:26.600 - timing_per_token_ms/update_actor:1.463 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:16.922 - perf/total_num_tokens:12448.000 - perf/time_per_step:26.600 - perf/throughput:58.495 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.250 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.250 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.250 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.250 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.250 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.250 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.250 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.250 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.250 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.250 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.250 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.250 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['38c11292-104d-4023-a91a-88af88a981b5', '4d73ef2a-80c0-4b5f-8b65-3d7f4072f52a', '6e3736be-0355-4f95-84aa-34e8b57ea628', '784fc976-52d5-4f3a-ae91-7051e1863928', '7d9f551c-6acb-4a8e-b7e3-b6a738edeb76', 'b30d6ba3-5dd9-4ed3-82da-4a1cb3dd6ade', 'e065c993-2d4a-4100-b3c5-1726cd85900d', 'f2a91284-6895-4a17-b4b4-16c9f209468b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  92%|█████████▎| 185/200 [1:39:45<06:25, 25.68s/it]
(TaskRunner pid=16447) step:184 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1120.000 - global_seqlen/max:2308.000 - global_seqlen/minmax_diff:1188.000 - global_seqlen/balanced_min:1444.000 - global_seqlen/balanced_max:1582.000 - global_seqlen/mean:1513.250 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:54.061 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.183 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.010 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.010 - critic/advantages/mean:-0.006 - critic/advantages/max:0.864 - critic/advantages/min:-0.864 - critic/returns/mean:-0.006 - critic/returns/max:0.864 - critic/returns/min:-0.864 - response_length/mean:9.312 - response_length/max:10.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:369.000 - prompt_length/max:568.000 - prompt_length/min:271.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.007 - timing_s/reward:0.875 - timing_s/old_log_prob:2.372 - timing_s/adv:0.001 - timing_s/update_actor:17.558 - timing_s/step:23.817 - timing_per_token_ms/update_actor:1.450 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.092 - perf/total_num_tokens:12106.000 - perf/time_per_step:23.817 - perf/throughput:63.537 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.312 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.312 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.312 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.312 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.312 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.312 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.312 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.312 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.312 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.312 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.312 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.312 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['04ee7381-ea46-4b31-97fe-a6f73fd9adea', '0bcf4e76-2a53-4e29-9ad5-d3aeca8ff576', '54a140ed-cbcf-4b7e-9897-8db1f69b82af', '5c02da89-acea-4724-8111-76b1eea49232', '6f920b83-fa45-4fee-9cd5-93f9171506ff', '841b8594-f3da-47ef-b0d8-d2f82290f2eb', 'ae02793b-2c3e-4350-a43a-ad8672f5887b', 'e877df17-72ba-4d69-95a4-6017bf29829f']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  93%|█████████▎| 186/200 [1:40:09<05:53, 25.24s/it]
(TaskRunner pid=16447) step:185 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1128.000 - global_seqlen/max:2324.000 - global_seqlen/minmax_diff:1196.000 - global_seqlen/balanced_min:1608.000 - global_seqlen/balanced_max:1616.000 - global_seqlen/mean:1612.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.189 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:394.000 - prompt_length/max:572.000 - prompt_length/min:273.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.561 - timing_s/reward:0.955 - timing_s/old_log_prob:2.322 - timing_s/adv:0.001 - timing_s/update_actor:17.595 - timing_s/step:24.439 - timing_per_token_ms/update_actor:1.364 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.366 - perf/total_num_tokens:12896.000 - perf/time_per_step:24.439 - perf/throughput:65.961 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['06f81b2e-647f-41d5-9f1a-8171a56a0e1c', '5bab3784-2eb3-4b83-ae9d-b38be17e8f27', '74143ab6-548f-41c0-8726-3b706ebee24e', 'bbea5c45-9254-4caa-b19b-034eda01a46a', 'bf753de4-91d5-423e-8e1e-e3ad1d5ce99e', 'd9875df9-bb1b-48d4-8f77-47232dd0e46d', 'dc6fe4a6-f2a2-4ce1-8ff8-5f99345b10c5', 'fe68ce71-03c3-47bc-9061-68ddbea11ea1']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  94%|█████████▎| 187/200 [1:40:34<05:25, 25.04s/it]
(TaskRunner pid=16447) step:186 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1264.000 - global_seqlen/max:2944.000 - global_seqlen/minmax_diff:1680.000 - global_seqlen/balanced_min:1628.000 - global_seqlen/balanced_max:1820.000 - global_seqlen/mean:1723.625 - actor/entropy:0.000 - actor/pg_loss:0.374 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:39.842 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.197 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.010 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.010 - critic/advantages/mean:-0.005 - critic/advantages/max:0.499 - critic/advantages/min:-1.497 - critic/returns/mean:-0.005 - critic/returns/max:0.499 - critic/returns/min:-1.497 - response_length/mean:9.156 - response_length/max:10.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:421.750 - prompt_length/max:727.000 - prompt_length/min:307.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.214 - timing_s/reward:0.944 - timing_s/old_log_prob:2.321 - timing_s/adv:0.001 - timing_s/update_actor:17.696 - timing_s/step:24.180 - timing_per_token_ms/update_actor:1.283 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.969 - perf/total_num_tokens:13789.000 - perf/time_per_step:24.180 - perf/throughput:71.284 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.156 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.156 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.156 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.156 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.156 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.156 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.156 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.156 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.156 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.156 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.156 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.156 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['1d2a92c9-711e-4002-a274-cb93af9e978e', '2d917189-1441-4774-b2dc-99e9bbdcb411', '3be9616f-1c36-407e-be9c-09096eba921a', '55db6dd8-0c4a-4431-8f8a-d55d9ff7ebb1', '78cdb060-f075-4bf7-b7bc-4c657bbc1b5e', '9b45fe51-3e19-47b1-a092-51b6bc561339', 'b0646fc7-dc4b-4a96-a8b8-59b2e19537ac', 'd3f9da7a-db60-4bd5-b31a-73f3d2ec3035']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) step:187 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1012.000 - global_seqlen/max:2406.000 - global_seqlen/minmax_diff:1394.000 - global_seqlen/balanced_min:1781.000 - global_seqlen/balanced_max:1789.000 - global_seqlen/mean:1784.750 - actor/entropy:0.000 - actor/pg_loss:0.216 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:43.962 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.199 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.010 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.010 - critic/advantages/mean:-0.006 - critic/advantages/max:0.864 - critic/advantages/min:-0.864 - critic/returns/mean:-0.006 - critic/returns/max:0.864 - critic/returns/min:-0.864 - response_length/mean:9.062 - response_length/max:10.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:437.125 - prompt_length/max:592.000 - prompt_length/min:244.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.319 - timing_s/reward:0.905 - timing_s/old_log_prob:2.307 - timing_s/adv:0.001 - timing_s/update_actor:17.012 - timing_s/step:24.549 - timing_per_token_ms/update_actor:1.192 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:14.893 - perf/total_num_tokens:14278.000 - perf/time_per_step:24.549 - perf/throughput:72.702 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.062 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.062 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.062 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.062 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.062 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.062 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.062 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.062 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.062 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.062 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.062 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.062 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['7db300ca-01f3-49c1-842e-647509b2cd5d', '7e181e84-4521-4187-9997-63b05cfa1ad3', '8847abb9-f703-4b7a-8d60-ac6872928919', '9a63ec37-6d8b-426e-824d-4b2dfc4b1b7f', 'a392c2b3-04b5-47a3-a7fa-2fb9962d76e8', 'a3d31c29-2000-4f6d-907e-32009569427a', 'e49c8f50-617e-4056-ad9e-1a8a681e6a0e', 'f484c1c4-fb3f-493d-a692-547b4e29bd2a']
(TaskRunner pid=16447) 
Training Progress:  94%|█████████▍| 188/200 [1:40:58<04:57, 24.79s/it]
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  94%|█████████▍| 189/200 [1:41:22<04:30, 24.59s/it]
(TaskRunner pid=16447) step:188 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1344.000 - global_seqlen/max:2768.000 - global_seqlen/minmax_diff:1424.000 - global_seqlen/balanced_min:1790.000 - global_seqlen/balanced_max:1888.000 - global_seqlen/mean:1838.625 - actor/entropy:0.000 - actor/pg_loss:0.374 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:12.139 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.194 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.010 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.010 - critic/advantages/mean:-0.005 - critic/advantages/max:0.499 - critic/advantages/min:-1.497 - critic/returns/mean:-0.005 - critic/returns/max:0.499 - critic/returns/min:-1.497 - response_length/mean:9.031 - response_length/max:10.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:450.625 - prompt_length/max:683.000 - prompt_length/min:327.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.403 - timing_s/reward:0.963 - timing_s/old_log_prob:2.304 - timing_s/adv:0.001 - timing_s/update_actor:17.523 - timing_s/step:24.198 - timing_per_token_ms/update_actor:1.191 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.776 - perf/total_num_tokens:14709.000 - perf/time_per_step:24.198 - perf/throughput:75.983 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.031 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.031 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.031 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.031 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.031 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.031 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.031 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.031 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.031 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.031 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.031 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.031 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['04d1eecb-e246-4430-b923-6656706c1b1a', '1093d53b-e83d-4297-9c9a-dbf04b4de17a', '64aa8911-a5cc-4454-a6b6-2fd804906fe6', '6818be6b-c93c-4c7f-8b50-08e419cc728f', '69ee891e-908b-47dc-ae42-41fbad5fc692', '8b2f15de-e0f0-4e6b-84d7-1d6886189cc8', '9283af5e-729d-42bb-813b-2581785350c7', 'a0d2b4a0-49a2-4ca5-a1df-e2cc5876d4bc']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  95%|█████████▌| 190/200 [1:41:47<04:04, 24.48s/it]
(TaskRunner pid=16447) step:189 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1084.000 - global_seqlen/max:2832.000 - global_seqlen/minmax_diff:1748.000 - global_seqlen/balanced_min:1604.000 - global_seqlen/balanced_max:1697.000 - global_seqlen/mean:1650.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.185 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:403.625 - prompt_length/max:699.000 - prompt_length/min:262.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.689 - timing_s/reward:0.903 - timing_s/old_log_prob:2.308 - timing_s/adv:0.001 - timing_s/update_actor:17.189 - timing_s/step:24.094 - timing_per_token_ms/update_actor:1.302 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.809 - perf/total_num_tokens:13204.000 - perf/time_per_step:24.094 - perf/throughput:68.504 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['4e3cb6c8-c6b3-4dc6-aa0d-7400d5267bcf', '9aa09878-df2b-44d5-86ce-23b20e2f8f13', 'b2eb839e-49af-4c99-86bf-abf28b7dc766', 'c172fdbd-4acd-4e36-8d2a-9597b1238aa4', 'c37b0681-40ec-4769-95ef-d76b6f71e1a8', 'c5b81957-629d-4898-b242-cd8f08f003f1', 'e15b4a99-1339-4584-b41b-37d19d818b80', 'fde4aa14-52d7-4a82-ab72-8915aa69e005']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  96%|█████████▌| 191/200 [1:42:11<03:41, 24.60s/it]
(TaskRunner pid=16447) step:190 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1024.000 - global_seqlen/max:2116.000 - global_seqlen/minmax_diff:1092.000 - global_seqlen/balanced_min:1438.000 - global_seqlen/balanced_max:1452.000 - global_seqlen/mean:1445.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.125 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:352.250 - prompt_length/max:520.000 - prompt_length/min:247.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.890 - timing_s/reward:0.935 - timing_s/old_log_prob:2.379 - timing_s/adv:0.001 - timing_s/update_actor:16.986 - timing_s/step:24.195 - timing_per_token_ms/update_actor:1.469 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.508 - perf/total_num_tokens:11560.000 - perf/time_per_step:24.195 - perf/throughput:59.722 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['0b1dc8c7-5b47-45a3-a3b7-cedaa8ea6ff4', '0e53e498-8d64-4ec3-9833-5fae77dad2dd', '1932158c-fd87-4d94-85be-d83b47fbbc59', '3e5be8bf-eb1e-4792-afea-41864e68db28', '76cdac79-bdc6-4bef-ad4a-1d2e07bf68e9', '88305a50-9ba2-4501-9a01-055f23e9df25', 'cbc52f33-4728-4c31-97b9-5c209d316b7b', 'ed3d071f-0838-461d-9f73-d515d91c287b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  96%|█████████▌| 192/200 [1:42:36<03:16, 24.59s/it]
(TaskRunner pid=16447) step:191 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:988.000 - global_seqlen/max:1564.000 - global_seqlen/minmax_diff:576.000 - global_seqlen/balanced_min:1361.000 - global_seqlen/balanced_max:1411.000 - global_seqlen/mean:1385.625 - actor/entropy:0.000 - actor/pg_loss:0.196 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:75.155 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.194 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.012 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.012 - critic/advantages/mean:-0.010 - critic/advantages/max:1.304 - critic/advantages/min:-0.783 - critic/returns/mean:-0.010 - critic/returns/max:1.304 - critic/returns/min:-0.783 - response_length/mean:9.281 - response_length/max:12.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:337.125 - prompt_length/max:382.000 - prompt_length/min:238.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.215 - timing_s/reward:0.898 - timing_s/old_log_prob:2.303 - timing_s/adv:0.001 - timing_s/update_actor:17.448 - timing_s/step:24.869 - timing_per_token_ms/update_actor:1.574 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:14.193 - perf/total_num_tokens:11085.000 - perf/time_per_step:24.869 - perf/throughput:55.718 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.281 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.281 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.281 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.281 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.281 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.281 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.281 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.281 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.281 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.281 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.281 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.281 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) module;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['20998e68-55ae-4abc-92bd-a0e2b58151c0', '414ff38a-42b0-4483-baa8-210a504ea8cc', '8d5edafb-98f2-4721-93bd-bc120cb2c3d0', '9f5ec350-e56c-409f-afd2-d9ff7a4e08ad', 'bc74bd9e-22c9-41fe-a493-b94eb7965333', 'd1b4342b-042f-491b-bb8e-9934bf354650', 'e2291ae7-5c80-46f5-bcfb-8fa12c3d2929', 'e607d83f-097e-409c-a6fe-832343e14667']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  96%|█████████▋| 193/200 [1:43:00<02:51, 24.51s/it]
(TaskRunner pid=16447) step:192 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:968.000 - global_seqlen/max:2552.000 - global_seqlen/minmax_diff:1584.000 - global_seqlen/balanced_min:1542.000 - global_seqlen/balanced_max:1651.000 - global_seqlen/mean:1596.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.252 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:390.125 - prompt_length/max:629.000 - prompt_length/min:233.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.941 - timing_s/reward:0.917 - timing_s/old_log_prob:2.286 - timing_s/adv:0.001 - timing_s/update_actor:17.395 - timing_s/step:24.544 - timing_per_token_ms/update_actor:1.362 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.683 - perf/total_num_tokens:12772.000 - perf/time_per_step:24.544 - perf/throughput:65.046 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['01e026f5-71e1-4fc3-99bf-fd1d4b1554aa', '0a21d489-9e97-46d7-bce9-2ea499d8ca2a', '2ed35e49-e52f-468a-b9dd-08a3e90f56d5', '48acb54f-56d3-4a2b-97c1-ed566c9d85a9', '5b5dc9e8-72ff-4a91-8fc8-744abeb9b17a', '763d213c-9427-42e8-9b7a-ef91a641f439', '7f7fddb3-8ecc-437c-98c2-ca67d30d3f95', 'a8f67820-a15a-4aac-a4aa-447eda35d43c']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  97%|█████████▋| 194/200 [1:43:24<02:25, 24.31s/it]
(TaskRunner pid=16447) step:193 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1056.000 - global_seqlen/max:2636.000 - global_seqlen/minmax_diff:1580.000 - global_seqlen/balanced_min:1443.000 - global_seqlen/balanced_max:1596.000 - global_seqlen/mean:1520.250 - actor/entropy:0.000 - actor/pg_loss:0.273 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:179.213 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.205 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.013 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.013 - critic/advantages/mean:-0.036 - critic/advantages/max:0.848 - critic/advantages/min:-1.499 - critic/returns/mean:-0.036 - critic/returns/max:0.848 - critic/returns/min:-1.499 - response_length/mean:9.312 - response_length/max:13.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:370.750 - prompt_length/max:650.000 - prompt_length/min:255.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.073 - timing_s/reward:0.920 - timing_s/old_log_prob:2.303 - timing_s/adv:0.001 - timing_s/update_actor:16.984 - timing_s/step:24.284 - timing_per_token_ms/update_actor:1.396 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.668 - perf/total_num_tokens:12162.000 - perf/time_per_step:24.284 - perf/throughput:62.602 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.312 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.312 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.312 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.312 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.312 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.312 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.312 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.312 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.312 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.312 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.312 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.312 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['14b70394-6cff-407e-987d-e83214a46f3e', '17923f2d-d48b-4a6a-a744-8a987804bbe5', '4bcf0254-f04d-4d75-8460-20ccc2c57fa6', '69ed4666-c8ae-4f4a-be3c-f526122e73a6', '8db39b41-eea5-4838-ad71-2ff00b946417', 'a492ed86-c962-4458-9d92-975f572337a6', 'af99ea4e-66a8-48dc-b976-0089b7dbb8e1', 'fb260ccd-afa1-4cb1-8d72-56ea093c9426']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  98%|█████████▊| 195/200 [1:43:48<02:00, 24.15s/it]
(TaskRunner pid=16447) step:194 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1388.000 - global_seqlen/max:2688.000 - global_seqlen/minmax_diff:1300.000 - global_seqlen/balanced_min:1668.000 - global_seqlen/balanced_max:1784.000 - global_seqlen/mean:1726.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.193 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:422.500 - prompt_length/max:663.000 - prompt_length/min:338.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.115 - timing_s/reward:0.926 - timing_s/old_log_prob:2.339 - timing_s/adv:0.001 - timing_s/update_actor:17.459 - timing_s/step:23.844 - timing_per_token_ms/update_actor:1.264 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:10.816 - perf/total_num_tokens:13808.000 - perf/time_per_step:23.844 - perf/throughput:72.388 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) module;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['541506a9-e8e0-4786-bd76-4fba7019ad35', '7847ab1f-a5ce-418e-8e69-c2b6f79ef7ce', '79135d54-3b5b-4139-982e-e53fc69e0703', '7c9dfe90-be49-423f-ae76-2aae9b417ac3', '814a1f47-0483-4afc-8223-846ad625001b', 'b93e7747-3431-4866-977c-4cf1b3156b4b', 'bd357a73-70bc-410d-a673-c684e643a7b9', 'c93cd106-24a2-4fa3-818d-f00be40f237b']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  98%|█████████▊| 196/200 [1:44:16<01:41, 25.30s/it]
(TaskRunner pid=16447) step:195 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1176.000 - global_seqlen/max:2052.000 - global_seqlen/minmax_diff:876.000 - global_seqlen/balanced_min:1584.000 - global_seqlen/balanced_max:1598.000 - global_seqlen/mean:1591.000 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:0.000 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.133 - perf/cpu_memory_used_gb:253.202 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.009 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.009 - critic/advantages/mean:0.000 - critic/advantages/max:0.000 - critic/advantages/min:0.000 - critic/returns/mean:0.000 - critic/returns/max:0.000 - critic/returns/min:0.000 - response_length/mean:9.000 - response_length/max:9.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:388.750 - prompt_length/max:504.000 - prompt_length/min:285.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.176 - timing_s/reward:0.924 - timing_s/old_log_prob:2.346 - timing_s/adv:0.001 - timing_s/update_actor:17.318 - timing_s/step:23.768 - timing_per_token_ms/update_actor:1.361 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:11.026 - perf/total_num_tokens:12728.000 - perf/time_per_step:23.768 - perf/throughput:66.938 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['603f7fa3-4554-4f11-b42b-bf440397616b', '75241f93-ea9e-4894-805d-c82262635ced', '7ee37e0a-e2dd-4436-a0c4-d283c8f02cba', 'a5074f2d-c0a2-4f22-b1a9-16c872dde3db', 'cae8f945-b2ef-4667-81e3-2b70ad55e811', 'cd06a255-a16c-4fee-bab9-9eeb810f7ffa', 'dd5b482d-6280-4295-98cc-411c034fecab', 'f8e8dd7d-e336-48f2-9ba8-a9bccc71f1be']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  98%|█████████▊| 197/200 [1:44:42<01:16, 25.37s/it]
(TaskRunner pid=16447) step:196 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1216.000 - global_seqlen/max:2428.000 - global_seqlen/minmax_diff:1212.000 - global_seqlen/balanced_min:1791.000 - global_seqlen/balanced_max:1813.000 - global_seqlen/mean:1806.500 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:247.745 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.139 - perf/cpu_memory_used_gb:253.225 - actor/lr:0.000 - critic/score/mean:-0.016 - critic/score/max:-0.009 - critic/score/min:-0.090 - critic/rewards/mean:-0.016 - critic/rewards/max:-0.009 - critic/rewards/min:-0.090 - critic/advantages/mean:-0.223 - critic/advantages/max:1.471 - critic/advantages/min:-0.709 - critic/returns/mean:-0.223 - critic/returns/max:1.471 - critic/returns/min:-0.709 - response_length/mean:16.000 - response_length/max:92.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:435.625 - prompt_length/max:598.000 - prompt_length/min:295.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:7.837 - timing_s/reward:0.890 - timing_s/old_log_prob:2.304 - timing_s/adv:0.001 - timing_s/update_actor:16.918 - timing_s/step:27.953 - timing_per_token_ms/update_actor:1.171 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:15.306 - perf/total_num_tokens:14452.000 - perf/time_per_step:27.953 - perf/throughput:64.626 - reward/mean:-0.016 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:16.000 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.016 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:16.000 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.016 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:16.000 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.016 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:16.000 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.016 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:16.000 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.016 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:16.000 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.016 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:16.000 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.016 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:16.000 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.016 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:16.000 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.016 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:16.000 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.016 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:16.000 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.016 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:16.000 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.016 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['2c448dc7-dfce-43f8-92d7-5cf1bbbd90bb', '2f8d292e-22c4-4885-9701-dd5e2311f4b5', '31ee6cf8-6dc8-4c2c-8518-eb1f9101d7b8', '9d71d8d1-35df-4929-875a-b7910fd4fd38', 'b9eb8bca-2c31-4def-a53e-e84aba96af1c', 'cd9cca20-adce-473c-90ee-193e98acbf55', 'e001111c-cc11-4032-b281-54823f1d4f2a', 'e9b2c1c2-53c6-4f8a-8d4d-5712c594321a']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress:  99%|█████████▉| 198/200 [1:45:06<00:50, 25.21s/it]
(TaskRunner pid=16447) step:197 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1124.000 - global_seqlen/max:2604.000 - global_seqlen/minmax_diff:1480.000 - global_seqlen/balanced_min:1777.000 - global_seqlen/balanced_max:1818.000 - global_seqlen/mean:1791.375 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:28.325 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.139 - perf/cpu_memory_used_gb:253.223 - actor/lr:0.000 - critic/score/mean:-0.010 - critic/score/max:-0.009 - critic/score/min:-0.037 - critic/rewards/mean:-0.010 - critic/rewards/max:-0.009 - critic/rewards/min:-0.037 - critic/advantages/mean:-0.128 - critic/advantages/max:0.822 - critic/advantages/min:-1.207 - critic/returns/mean:-0.128 - critic/returns/max:0.822 - critic/returns/min:-1.207 - response_length/mean:10.469 - response_length/max:38.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:437.375 - prompt_length/max:642.000 - prompt_length/min:272.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.566 - timing_s/reward:0.884 - timing_s/old_log_prob:2.356 - timing_s/adv:0.001 - timing_s/update_actor:17.715 - timing_s/step:25.527 - timing_per_token_ms/update_actor:1.236 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:13.631 - perf/total_num_tokens:14331.000 - perf/time_per_step:25.527 - perf/throughput:70.176 - reward/mean:-0.010 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:10.469 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.010 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:10.469 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.010 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:10.469 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.010 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:10.469 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.010 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:10.469 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.010 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:10.469 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.010 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:10.469 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.010 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:10.469 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.010 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:10.469 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.010 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:10.469 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.010 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:10.469 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.010 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:10.469 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.010 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['12adbe09-1a54-421f-a8a0-1da3558fdd53', '7dc94b0a-d2a7-484b-8d39-bb3dbd9d847a', '8b9e2b99-2fcd-4e54-9896-da49dc84cbba', '914e52a8-1585-4e5f-82e8-84ec12e6cd97', 'a92f4ff6-5f78-4963-bcf9-b3fc8527e407', 'cb3d2e4b-3dc1-4c96-b199-458139099ff2', 'd4341e5f-8bd5-4a9e-ab82-c0245f8d5381', 'eb2af60b-e572-46c7-9798-221ba4a2ae76']
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/fromnumeric.py:3504: RuntimeWarning: Mean of empty slice.
(TaskRunner pid=16447)   return _methods._mean(a, axis=axis, dtype=dtype,
(TaskRunner pid=16447) /usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py:129: RuntimeWarning: invalid value encountered in divide
(TaskRunner pid=16447)   ret = ret.dtype.type(ret / rcount)
(TaskRunner pid=16447) 
Training Progress: 100%|█████████▉| 199/200 [1:45:31<00:25, 25.05s/it]
(TaskRunner pid=16447) step:198 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1152.000 - global_seqlen/max:3424.000 - global_seqlen/minmax_diff:2272.000 - global_seqlen/balanced_min:1749.000 - global_seqlen/balanced_max:1864.000 - global_seqlen/mean:1806.750 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:11.020 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.139 - perf/cpu_memory_used_gb:253.166 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.015 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.015 - critic/advantages/mean:-0.006 - critic/advantages/max:0.864 - critic/advantages/min:-0.864 - critic/returns/mean:-0.006 - critic/returns/max:0.864 - critic/returns/min:-0.864 - response_length/mean:9.688 - response_length/max:15.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:442.000 - prompt_length/max:847.000 - prompt_length/min:279.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:3.983 - timing_s/reward:0.935 - timing_s/old_log_prob:2.348 - timing_s/adv:0.001 - timing_s/update_actor:17.554 - timing_s/step:24.825 - timing_per_token_ms/update_actor:1.214 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:12.849 - perf/total_num_tokens:14454.000 - perf/time_per_step:24.825 - perf/throughput:72.778 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.688 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.688 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.688 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.688 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.688 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.688 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.688 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.688 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.688 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.688 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.688 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.688 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) Correct proportions: {'0%': 1.0, '(0%, 50%)': 0.0, '[50%, 100%)': 0.0, '100%': 0.0}
(TaskRunner pid=16447) Zero correct indices: ['04f866e5-0bad-4713-a7b8-d4a18e74a3a8', '56553359-63a3-4c23-ba24-c887c754fd8f', '5cbb958f-ab0c-4ce0-8109-9137d16bc6b3', '74f61aac-7721-44c4-8fbb-1e9aeab444d2', '85955bdb-4c6e-4d1e-ad47-5dacfd50b76a', 'ba2daa24-16f7-4b59-a3f4-3c432e450d91', 'de19e69d-1029-42d5-8c62-87797188a4e3', 'f1cb054f-e8c6-464a-ad2e-68820c5b7f7a']
(TaskRunner pid=16447) wandb: 
(TaskRunner pid=16447) wandb: Run history:
(TaskRunner pid=16447) wandb:          actor/entropy ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
(TaskRunner pid=16447) wandb:        actor/grad_norm ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▂▂▃▄█▅▄▆█▅▅▅▆██▄▁▁▁
(TaskRunner pid=16447) wandb:               actor/lr ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
(TaskRunner pid=16447) wandb:      actor/pg_clipfrac ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
(TaskRunner pid=16447) wandb:          actor/pg_loss ▆▄█▇▄▅▅▂▂▄▄▁▄▄▆▅▄▃▃▄▅▅▆▅▇█▇▇▅▇▄▁▇▇▇▆▆▆▇▆
(TaskRunner pid=16447) wandb:           actor/ppo_kl ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
(TaskRunner pid=16447) wandb:  critic/advantages/max ▇▇█████████▇▇▆████▇▇████████████▇████▁▁▅
(TaskRunner pid=16447) wandb: critic/advantages/mean ▂▆▅▄▄▄▄▂▁▆▅▃▄▆▃▄▆▃▆▅▅▇▆▆▇▇▇▇▇▇▇▇▇▅▆▇████
(TaskRunner pid=16447) wandb:  critic/advantages/min ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▂▁▁▂▁▂▁▁▁▁▁▁▁▁▁▂▁▁██▁█▅▂▂
(TaskRunner pid=16447) wandb:              critic/kl ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁
(TaskRunner pid=16447) wandb:                   +148 ...
(TaskRunner pid=16447) wandb: 
(TaskRunner pid=16447) wandb: Run summary:
(TaskRunner pid=16447) wandb:          actor/entropy 0
(TaskRunner pid=16447) wandb:        actor/grad_norm 23.40717
(TaskRunner pid=16447) wandb:               actor/lr 0.0
(TaskRunner pid=16447) wandb:      actor/pg_clipfrac 0
(TaskRunner pid=16447) wandb:          actor/pg_loss 0
(TaskRunner pid=16447) wandb:           actor/ppo_kl 0
(TaskRunner pid=16447) wandb:  critic/advantages/max 0.7283
(TaskRunner pid=16447) wandb: critic/advantages/mean -0.03737
(TaskRunner pid=16447) wandb:  critic/advantages/min -1.39038
(TaskRunner pid=16447) wandb:              critic/kl 0
(TaskRunner pid=16447) wandb:                   +148 ...
(TaskRunner pid=16447) wandb: 
(TaskRunner pid=16447) wandb: You can sync this run to the cloud by running:
(TaskRunner pid=16447) wandb: wandb sync /opt/codev-r1/verl/wandb/offline-run-20260505_062337-hstprwwa
(TaskRunner pid=16447) wandb: Find logs at: ./wandb/offline-run-20260505_062337-hstprwwa/logs
(TaskRunner pid=16447) 
Training Progress: 100%|█████████▉| 199/200 [1:46:04<00:37, 37.66s/it]
(TaskRunner pid=16447) Unhandled error (suppress with 'RAY_IGNORE_UNHANDLED_ERRORS=1'): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17591, ip=10.2.26.190, actor_id=1c2d7514377502021928b0b201000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7eedc981b260>)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
(TaskRunner pid=16447)     return getattr(self.worker_dict[key], name)(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
(TaskRunner pid=16447)     output = self.rollout.generate_sequences(prompts=prompts)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
(TaskRunner pid=16447)     output = [self._generate_minibatch(p) for p in batch_prompts]
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
(TaskRunner pid=16447)     output = self.module.generate(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
(TaskRunner pid=16447)     result = decoding_method(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
(TaskRunner pid=16447)     outputs = self._prefill(
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
(TaskRunner pid=16447)     return self(**model_inputs, return_dict=True)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
(TaskRunner pid=16447)     outputs: BaseModelOutputWithPast = self.model(
(TaskRunner pid=16447)                                        ^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
(TaskRunner pid=16447)     outputs = func(self, *args, **kwargs)
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
(TaskRunner pid=16447)     hidden_states = decoder_layer(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
(TaskRunner pid=16447)     return super().__call__(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
(TaskRunner pid=16447)     hidden_states = self.linear_attn(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
(TaskRunner pid=16447)     core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
(TaskRunner pid=16447)                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
(TaskRunner pid=16447)     k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
(TaskRunner pid=16447)                  ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
(TaskRunner pid=16447) torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 1.85 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
(TaskRunner pid=16447) Unhandled error (suppress with 'RAY_IGNORE_UNHANDLED_ERRORS=1'): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17915, ip=10.2.26.190, actor_id=dd8cc0a13337de2680927fbc01000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7edccfae61e0>)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
(TaskRunner pid=16447)     return getattr(self.worker_dict[key], name)(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
(TaskRunner pid=16447)     output = self.rollout.generate_sequences(prompts=prompts)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
(TaskRunner pid=16447)     output = [self._generate_minibatch(p) for p in batch_prompts]
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
(TaskRunner pid=16447)     output = self.module.generate(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
(TaskRunner pid=16447)     result = decoding_method(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
(TaskRunner pid=16447)     outputs = self._prefill(
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
(TaskRunner pid=16447)     return self(**model_inputs, return_dict=True)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
(TaskRunner pid=16447)     outputs: BaseModelOutputWithPast = self.model(
(TaskRunner pid=16447)                                        ^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
(TaskRunner pid=16447)     outputs = func(self, *args, **kwargs)
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
(TaskRunner pid=16447)     hidden_states = decoder_layer(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
(TaskRunner pid=16447)     return super().__call__(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
(TaskRunner pid=16447)     hidden_states = self.linear_attn(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
(TaskRunner pid=16447)     core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
(TaskRunner pid=16447)                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
(TaskRunner pid=16447)     k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
(TaskRunner pid=16447)                  ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
(TaskRunner pid=16447) torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 1.85 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
(TaskRunner pid=16447) Unhandled error (suppress with 'RAY_IGNORE_UNHANDLED_ERRORS=1'): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17916, ip=10.2.26.190, actor_id=f1219bb00446e8709891573d01000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7f95842de060>)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
(TaskRunner pid=16447)     return getattr(self.worker_dict[key], name)(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
(TaskRunner pid=16447)     output = self.rollout.generate_sequences(prompts=prompts)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
(TaskRunner pid=16447)     output = [self._generate_minibatch(p) for p in batch_prompts]
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
(TaskRunner pid=16447)     output = self.module.generate(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
(TaskRunner pid=16447)     result = decoding_method(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
(TaskRunner pid=16447)     outputs = self._prefill(
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
(TaskRunner pid=16447)     return self(**model_inputs, return_dict=True)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
(TaskRunner pid=16447)     outputs: BaseModelOutputWithPast = self.model(
(TaskRunner pid=16447)                                        ^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
(TaskRunner pid=16447)     outputs = func(self, *args, **kwargs)
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
(TaskRunner pid=16447)     hidden_states = decoder_layer(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
(TaskRunner pid=16447)     return super().__call__(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
(TaskRunner pid=16447)     hidden_states = self.linear_attn(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
(TaskRunner pid=16447)     core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
(TaskRunner pid=16447)                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
(TaskRunner pid=16447)     k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
(TaskRunner pid=16447)                  ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
(TaskRunner pid=16447) torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 1.85 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
(TaskRunner pid=16447) step:199 - critic/kl:0.000 - critic/kl_coeff:0.000 - global_seqlen/min:1276.000 - global_seqlen/max:2464.000 - global_seqlen/minmax_diff:1188.000 - global_seqlen/balanced_min:1720.000 - global_seqlen/balanced_max:1732.000 - global_seqlen/mean:1724.375 - actor/entropy:0.000 - actor/pg_loss:0.000 - actor/pg_clipfrac:0.000 - actor/ppo_kl:0.000 - actor/grad_norm:23.407 - perf/mfu/actor:0.000 - perf/max_memory_allocated_gb:71.355 - perf/max_memory_reserved_gb:113.139 - perf/cpu_memory_used_gb:253.174 - actor/lr:0.000 - critic/score/mean:-0.009 - critic/score/max:-0.009 - critic/score/min:-0.018 - critic/rewards/mean:-0.009 - critic/rewards/max:-0.009 - critic/rewards/min:-0.018 - critic/advantages/mean:-0.037 - critic/advantages/max:0.728 - critic/advantages/min:-1.390 - critic/returns/mean:-0.037 - critic/returns/max:0.728 - critic/returns/min:-1.390 - response_length/mean:9.469 - response_length/max:18.000 - response_length/min:9.000 - response_length/clip_ratio:0.000 - prompt_length/mean:421.625 - prompt_length/max:607.000 - prompt_length/min:310.000 - prompt_length/clip_ratio:0.000 - timing_s/gen:4.280 - timing_s/reward:0.965 - timing_s/old_log_prob:2.320 - timing_s/adv:0.001 - timing_s/update_actor:17.066 - timing_s/step:24.636 - timing_per_token_ms/update_actor:1.237 - timing_per_token_ms/adv:0.000 - timing_per_token_ms/gen:14.125 - perf/total_num_tokens:13795.000 - perf/time_per_step:24.636 - perf/throughput:69.995 - reward/mean:-0.009 - reward/all_correct_ratio:0.000 - reward/wrong_answer_ratio:0.000 - reward/correct_0%_ratio:1.000 - reward/correct_(0%,50%)_ratio:0.000 - reward/correct_[50%,100%)_ratio:0.000 - reward/correct_100%_ratio:0.000 - reflection/any_word_frequency:0.000 - reflection_verify/word_verify_frequency:0.000 - reflection_verify/with_verify_length_mean:nan - reflection_verify/without_verify_length_mean:9.469 - reflection_verify/with_verify_correct_ratio:nan - reflection_verify/without_verify_correct_ratio:0.000 - reflection_verify/with_verify_reward_mean:nan - reflection_verify/without_verify_reward_mean:-0.009 - reflection_check/word_check_frequency:0.000 - reflection_check/with_check_length_mean:nan - reflection_check/without_check_length_mean:9.469 - reflection_check/with_check_correct_ratio:nan - reflection_check/without_check_correct_ratio:0.000 - reflection_check/with_check_reward_mean:nan - reflection_check/without_check_reward_mean:-0.009 - reflection_confirm/word_confirm_frequency:0.000 - reflection_confirm/with_confirm_length_mean:nan - reflection_confirm/without_confirm_length_mean:9.469 - reflection_confirm/with_confirm_correct_ratio:nan - reflection_confirm/without_confirm_correct_ratio:0.000 - reflection_confirm/with_confirm_reward_mean:nan - reflection_confirm/without_confirm_reward_mean:-0.009 - reflection_however/word_however_frequency:0.000 - reflection_however/with_however_length_mean:nan - reflection_however/without_however_length_mean:9.469 - reflection_however/with_however_correct_ratio:nan - reflection_however/without_however_correct_ratio:0.000 - reflection_however/with_however_reward_mean:nan - reflection_however/without_however_reward_mean:-0.009 - reflection_reflect/word_reflect_frequency:0.000 - reflection_reflect/with_reflect_length_mean:nan - reflection_reflect/without_reflect_length_mean:9.469 - reflection_reflect/with_reflect_correct_ratio:nan - reflection_reflect/without_reflect_correct_ratio:0.000 - reflection_reflect/with_reflect_reward_mean:nan - reflection_reflect/without_reflect_reward_mean:-0.009 - reflection_wait/word_wait_frequency:0.000 - reflection_wait/with_wait_length_mean:nan - reflection_wait/without_wait_length_mean:9.469 - reflection_wait/with_wait_correct_ratio:nan - reflection_wait/without_wait_correct_ratio:0.000 - reflection_wait/with_wait_reward_mean:nan - reflection_wait/without_wait_reward_mean:-0.009 - reflection_correct/word_correct_frequency:0.000 - reflection_correct/with_correct_length_mean:nan - reflection_correct/without_correct_length_mean:9.469 - reflection_correct/with_correct_correct_ratio:nan - reflection_correct/without_correct_correct_ratio:0.000 - reflection_correct/with_correct_reward_mean:nan - reflection_correct/without_correct_reward_mean:-0.009 - reflection_revise/word_revise_frequency:0.000 - reflection_revise/with_revise_length_mean:nan - reflection_revise/without_revise_length_mean:9.469 - reflection_revise/with_revise_correct_ratio:nan - reflection_revise/without_revise_correct_ratio:0.000 - reflection_revise/with_revise_reward_mean:nan - reflection_revise/without_revise_reward_mean:-0.009 - reflection_adjust/word_adjust_frequency:0.000 - reflection_adjust/with_adjust_length_mean:nan - reflection_adjust/without_adjust_length_mean:9.469 - reflection_adjust/with_adjust_correct_ratio:nan - reflection_adjust/without_adjust_correct_ratio:0.000 - reflection_adjust/with_adjust_reward_mean:nan - reflection_adjust/without_adjust_reward_mean:-0.009 - reflection_re-evaluate/word_re-evaluate_frequency:0.000 - reflection_re-evaluate/with_re-evaluate_length_mean:nan - reflection_re-evaluate/without_re-evaluate_length_mean:9.469 - reflection_re-evaluate/with_re-evaluate_correct_ratio:nan - reflection_re-evaluate/without_re-evaluate_correct_ratio:0.000 - reflection_re-evaluate/with_re-evaluate_reward_mean:nan - reflection_re-evaluate/without_re-evaluate_reward_mean:-0.009 - reflection_re-examine/word_re-examine_frequency:0.000 - reflection_re-examine/with_re-examine_length_mean:nan - reflection_re-examine/without_re-examine_length_mean:9.469 - reflection_re-examine/with_re-examine_correct_ratio:nan - reflection_re-examine/without_re-examine_correct_ratio:0.000 - reflection_re-examine/with_re-examine_reward_mean:nan - reflection_re-examine/without_re-examine_reward_mean:-0.009 - reflection_yet/word_yet_frequency:0.000 - reflection_yet/with_yet_length_mean:nan - reflection_yet/without_yet_length_mean:9.469 - reflection_yet/with_yet_correct_ratio:nan - reflection_yet/without_yet_correct_ratio:0.000 - reflection_yet/with_yet_reward_mean:nan - reflection_yet/without_yet_reward_mean:-0.009 - language_mix/frequency:0.000 - language_mix/ratio:0.000 - train/num_gen_batches:1.000
(TaskRunner pid=16447) Length of batch_part and new_batch: 13 8
(TaskRunner pid=16447) len(new_batch) is 8
(TaskRunner pid=16447) </think>
(TaskRunner pid=16447) 
(TaskRunner pid=16447) <answer>
(TaskRunner pid=16447) assign;
(TaskRunner pid=16447) test_gen_batch meta info: {'eos_token_id': 248046, 'pad_token_id': 248044, 'recompute_log_prob': False, 'do_sample': True, 'validate': True}
Error executing job with overrides: ['algorithm.adv_estimator=grpo', 'data.train_files=/data/data/verilog/train.parquet', 'data.val_files=/data/data/verilog/val.parquet', 'data.train_batch_size=8', 'data.val_batch_size=128', 'data.max_prompt_length=2048', 'data.max_response_length=1024', 'algorithm.filter_groups.enable=False', 'algorithm.filter_groups.max_num_gen_batches=999', 'algorithm.filter_groups.metric=acc', 'algorithm.filter_groups.accelerate=True', 'data.gen_batch_size=8', 'actor_rollout_ref.model.path=/data/ckpt/checkpoint-1200', '+actor_rollout_ref.model.override_config.attention_dropout=0.', '+actor_rollout_ref.model.override_config.embd_pdrop=0.', '+actor_rollout_ref.model.override_config.resid_pdrop=0.', 'actor_rollout_ref.model.enable_gradient_checkpointing=True', '+actor_rollout_ref.model.use_liger=True', 'actor_rollout_ref.actor.optim.lr=1e-6', 'actor_rollout_ref.actor.optim.weight_decay=0.0', 'actor_rollout_ref.actor.use_dynamic_bsz=False', 'actor_rollout_ref.actor.ppo_micro_batch_size_per_gpu=1', 'actor_rollout_ref.model.use_remove_padding=False', 'actor_rollout_ref.actor.clip_ratio_low=0.2', 'actor_rollout_ref.actor.clip_ratio_high=0.28', 'actor_rollout_ref.actor.ppo_mini_batch_size=8', 'actor_rollout_ref.actor.use_kl_loss=False', 'actor_rollout_ref.actor.kl_loss_coef=0.0', 'actor_rollout_ref.actor.kl_loss_type=low_var_kl', 'actor_rollout_ref.actor.entropy_coeff=0.001', 'actor_rollout_ref.actor.grad_clip=0.5', 'actor_rollout_ref.actor.use_token_level_loss=True', 'actor_rollout_ref.actor.fsdp_config.param_offload=False', 'actor_rollout_ref.actor.fsdp_config.optimizer_offload=True', 'actor_rollout_ref.actor.fsdp_config.wrap_policy.min_num_params=100000000', 'actor_rollout_ref.ref.fsdp_config.wrap_policy.min_num_params=100000000', 'actor_rollout_ref.rollout.log_prob_micro_batch_size_per_gpu=1', 'actor_rollout_ref.rollout.tensor_model_parallel_size=2', 'actor_rollout_ref.rollout.name=hf', 'actor_rollout_ref.rollout.n=4', 'actor_rollout_ref.rollout.val_kwargs.n=4', 'actor_rollout_ref.rollout.temperature=1.0', 'actor_rollout_ref.rollout.val_kwargs.temperature=1.0', 'actor_rollout_ref.rollout.val_kwargs.do_sample=True', 'actor_rollout_ref.rollout.gpu_memory_utilization=0.85', 'actor_rollout_ref.rollout.enforce_eager=False', 'actor_rollout_ref.rollout.free_cache_engine=False', 'reward_model.reward_manager=prime', 'actor_rollout_ref.ref.fsdp_config.param_offload=True', 'custom_reward_function.overlong_buffer.enable=True', 'custom_reward_function.overlong_buffer.len=1024', 'custom_reward_function.overlong_buffer.penalty_factor=1.0', 'custom_reward_function.train.path=verl/utils/reward_score/codev.py', 'custom_reward_function.train.name=compute_score_wrapper', 'algorithm.kl_ctrl.kl_coef=0.0', 'trainer.critic_warmup=0', 'trainer.logger=[console,wandb]', 'trainer.project_name=codev-r1-qwen35-9b-full', 'trainer.experiment_name=dapo-qwen35-9b-verilog-full', 'trainer.n_gpus_per_node=8', 'trainer.nnodes=1', '+trainer.val_before_train=False', 'trainer.default_local_dir=/data/save/verilog', 'trainer.resume_mode=auto', 'trainer.default_hdfs_dir=null', 'trainer.save_freq=30', 'trainer.test_freq=999999', '+trainer.total_training_steps=200', 'trainer.total_epochs=20', 'actor_rollout_ref.rollout.log_prob_use_dynamic_bsz=False', 'actor_rollout_ref.ref.log_prob_use_dynamic_bsz=False', 'actor_rollout_ref.ref.log_prob_micro_batch_size_per_gpu=1']
(TaskRunner pid=16447) Unhandled error (suppress with 'RAY_IGNORE_UNHANDLED_ERRORS=1'): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17918, ip=10.2.26.190, actor_id=b3df0b363026e8da356f09cf01000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7fc598180200>)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
(TaskRunner pid=16447)     return getattr(self.worker_dict[key], name)(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
(TaskRunner pid=16447)     output = self.rollout.generate_sequences(prompts=prompts)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
(TaskRunner pid=16447)     output = [self._generate_minibatch(p) for p in batch_prompts]
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
(TaskRunner pid=16447)     output = self.module.generate(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
(TaskRunner pid=16447)     result = decoding_method(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
(TaskRunner pid=16447)     outputs = self._prefill(
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
(TaskRunner pid=16447)     return self(**model_inputs, return_dict=True)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
(TaskRunner pid=16447)     outputs: BaseModelOutputWithPast = self.model(
(TaskRunner pid=16447)                                        ^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
(TaskRunner pid=16447)     outputs = func(self, *args, **kwargs)
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
(TaskRunner pid=16447)     hidden_states = decoder_layer(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
(TaskRunner pid=16447)     return super().__call__(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
(TaskRunner pid=16447)     hidden_states = self.linear_attn(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
(TaskRunner pid=16447)     core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
(TaskRunner pid=16447)                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
(TaskRunner pid=16447)     k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
(TaskRunner pid=16447)                  ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
(TaskRunner pid=16447) torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 1.85 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
(TaskRunner pid=16447) Unhandled error (suppress with 'RAY_IGNORE_UNHANDLED_ERRORS=1'): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17917, ip=10.2.26.190, actor_id=d4cec08730dee6e8795ce32401000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7f8070c25fa0>)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
(TaskRunner pid=16447)     return getattr(self.worker_dict[key], name)(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
(TaskRunner pid=16447)     output = self.rollout.generate_sequences(prompts=prompts)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
(TaskRunner pid=16447)     output = [self._generate_minibatch(p) for p in batch_prompts]
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
(TaskRunner pid=16447)     output = self.module.generate(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
(TaskRunner pid=16447)     return func(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
(TaskRunner pid=16447)     result = decoding_method(
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
(TaskRunner pid=16447)     outputs = self._prefill(
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
(TaskRunner pid=16447)     return self(**model_inputs, return_dict=True)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
(TaskRunner pid=16447)     outputs: BaseModelOutputWithPast = self.model(
(TaskRunner pid=16447)                                        ^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
(TaskRunner pid=16447)     output = func(self, *args, **kwargs)
(TaskRunner pid=16447)              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
(TaskRunner pid=16447)     outputs = func(self, *args, **kwargs)
(TaskRunner pid=16447)               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
(TaskRunner pid=16447)     hidden_states = decoder_layer(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
(TaskRunner pid=16447)     return super().__call__(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
(TaskRunner pid=16447)     hidden_states = self.linear_attn(
(TaskRunner pid=16447)                     ^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
(TaskRunner pid=16447)     return self._call_impl(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
(TaskRunner pid=16447)     return forward_call(*args, **kwargs)
(TaskRunner pid=16447)            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
(TaskRunner pid=16447)     core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
(TaskRunner pid=16447)                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
(TaskRunner pid=16447)   File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
(TaskRunner pid=16447)     k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
(TaskRunner pid=16447)                  ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
(TaskRunner pid=16447) torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 1.85 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
Traceback (most recent call last):
  File "/opt/codev-r1/verl/verl/trainer/main_ppo.py", line 53, in main
    run_ppo(config)
  File "/opt/codev-r1/verl/verl/trainer/main_ppo.py", line 71, in run_ppo
    ray.get(runner.run.remote(config))
  File "/usr/local/lib/python3.12/dist-packages/ray/_private/auto_init_hook.py", line 22, in auto_init_wrapper
    return fn(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/ray/_private/client_mode_hook.py", line 104, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/ray/_private/worker.py", line 2981, in get
    values, debugger_breakpoint = worker.get_objects(
                                  ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/ray/_private/worker.py", line 1012, in get_objects
    raise value.as_instanceof_cause()
ray.exceptions.RayTaskError(OutOfMemoryError): ray::TaskRunner.run() (pid=16447, ip=10.2.26.190, actor_id=1ae4db79e9c311ae8eefc94a01000000, repr=<main_ppo.TaskRunner object at 0x7f5e1091bda0>)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/trainer/main_ppo.py", line 187, in run
    trainer.fit()
  File "/opt/codev-r1/verl/verl/trainer/ppo/ray_trainer.py", line 1149, in fit
    val_metrics: dict = self._validate()
                        ^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/trainer/ppo/ray_trainer.py", line 582, in _validate
    test_output_gen_batch_padded = self.actor_rollout_wg.generate_sequences(test_gen_batch_padded)
                                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 42, in func
    output = ray.get(output)
             ^^^^^^^^^^^^^^^
           ^^^^^^^^^^^^^^^^^^^
           ^^^^^^^^^^^^^^^^^^^^^
                                  ^^^^^^^^^^^^^^^^^^^
ray.exceptions.RayTaskError(OutOfMemoryError): ray::WorkerDict.actor_rollout_generate_sequences() (pid=17921, ip=10.2.26.190, actor_id=70c1af098e174e4796633b6601000000, repr=<verl.single_controller.ray.base.WorkerDict object at 0x7f4e20ffa300>)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/single_controller/ray/base.py", line 419, in func
    return getattr(self.worker_dict[key], name)(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/single_controller/base/decorator.py", line 404, in inner
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/workers/fsdp_workers.py", line 518, in generate_sequences
    output = self.rollout.generate_sequences(prompts=prompts)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 46, in generate_sequences
    output = [self._generate_minibatch(p) for p in batch_prompts]
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/codev-r1/verl/verl/workers/rollout/hf_rollout.py", line 98, in _generate_minibatch
    output = self.module.generate(
             ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/utils/_contextlib.py", line 124, in decorate_context
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2535, in generate
    result = decoding_method(
             ^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 2728, in _sample
    outputs = self._prefill(
              ^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/generation/utils.py", line 3776, in _prefill
    return self(**model_inputs, return_dict=True)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 843, in wrapper
    output = func(self, *args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1845, in forward
    outputs: BaseModelOutputWithPast = self.model(
                                       ^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/utils/generic.py", line 917, in wrapper
    output = func(self, *args, **kwargs)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/utils/output_capturing.py", line 253, in wrapper
    outputs = func(self, *args, **kwargs)
              ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 1372, in forward
    hidden_states = decoder_layer(
                    ^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/modeling_layers.py", line 93, in __call__
    return super().__call__(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 857, in forward
    hidden_states = self.linear_attn(
                    ^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1776, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/torch/nn/modules/module.py", line 1787, in _call_impl
    return forward_call(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 593, in forward
    core_attn_out, last_recurrent_state = self.chunk_gated_delta_rule(
                                          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.12/dist-packages/transformers/models/qwen3_5/modeling_qwen3_5.py", line 374, in torch_chunk_gated_delta_rule
    k_cumdecay = attn @ (k_beta * g.exp().unsqueeze(-1))
                 ~~~~~^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
torch.OutOfMemoryError: CUDA out of memory. Tried to allocate 3.12 GiB. GPU 0 has a total capacity of 139.72 GiB of which 2.17 GiB is free. Including non-PyTorch memory, this process has 0 bytes memory in use. Of the allocated memory 132.30 GiB is allocated by PyTorch, and 3.60 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.