1040 lines
427 KiB
Plaintext
1040 lines
427 KiB
Plaintext
wandb: Detected [openai] in use.
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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.
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wandb: For more information, check out the docs at: https://weave-docs.wandb.ai/
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Checkpoint tracker file does not exist: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/latest_checkpointed_iteration.txt
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Training from scratch
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Training Progress: 9%|▉ | 9/100 [04:44<47:49, 31.54s/it]
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step:1 - global_seqlen/min:17488 - global_seqlen/max:25176 - global_seqlen/minmax_diff:7688 - global_seqlen/balanced_min:21782 - global_seqlen/balanced_max:21785 - global_seqlen/mean:21784.0 - actor/entropy:0.05014442652463913 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6118559837341309 - training/rollout_probs_diff_mean:0.0028063913341611624 - training/rollout_probs_diff_std:0.015763506293296814 - training/rollout_actor_probs_pearson_corr:0.9913920760154724 - rollout_corr/rollout_is_mean:0.9999564290046692 - rollout_corr/rollout_is_ratio_fraction_high:7.42280317354016e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00043299683602526784 - rollout_corr/rollout_is_max:3.2528841495513916 - rollout_corr/rollout_is_min:0.06773784011602402 - rollout_corr/rollout_is_std:0.03704024478793144 - rollout_corr/rollout_is_eff_sample_size:0.9986296622702607 - rollout_corr/rollout_is_seq_mean:0.9999175667762756 - rollout_corr/rollout_is_seq_std:0.0020788279362022877 - rollout_corr/rollout_is_seq_max:1.0064547061920166 - rollout_corr/rollout_is_seq_min:0.9949849843978882 - rollout_corr/rollout_is_seq_max_deviation:0.0064547061920166016 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0504254032857716) - rollout_corr/training_log_ppl:np.float64(0.048405863642983604) - rollout_corr/kl:np.float64(0.0008782095155934755) - rollout_corr/k3_kl:np.float64(0.0007957863212091354) - rollout_corr/rollout_ppl:np.float64(1.0495175221003592) - rollout_corr/rollout_log_ppl:np.float64(0.047527653694487526) - rollout_corr/log_ppl_diff:np.float64(0.0008782099484960781) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017344052703265334) - rollout_corr/log_ppl_diff_max:np.float64(0.007067842409014702) - rollout_corr/log_ppl_diff_min:np.float64(-0.003686249256134033) - rollout_corr/ppl_ratio:np.float64(1.0008808332495391) - rollout_corr/chi2_token:np.float64(0.0013876829762011766) - rollout_corr/chi2_seq:np.float64(0.11440477450378239) - actor/pg_loss:np.float64(-0.0001318079885095358) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0) - actor/ppo_kl:np.float64(0.0) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.432213868945837) - perf/mfu/actor:np.float64(0.06031582445585433) - perf/max_memory_allocated_gb:np.float64(116.22064924240112) - perf/max_memory_reserved_gb:np.float64(119.736328125) - perf/cpu_memory_used_gb:np.float64(98.6648178100586) - actor/lr:np.float64(0.0) - training/global_step:1 - training/epoch:0 - critic/score/mean:0.5625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.001515488955192268 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.001515488955192268 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:315.75 - response_length/max:702.0 - response_length/min:153.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:315.75 - response_length_non_aborted/max:702.0 - response_length_non_aborted/min:153.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:365.0 - prompt_length/max:466.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00021026097238063812 - timing_s/agent_loop/generate_sequences/min:np.float64(12.399579575285316) - timing_s/agent_loop/generate_sequences/max:np.float64(20.89455721527338) - timing_s/agent_loop/generate_sequences/mean:np.float64(16.963971559998754) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(20.89455721527338) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) - timing_s/agent_loop/slowest/prompt_length:26
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step:2 - global_seqlen/min:19096 - global_seqlen/max:26321 - global_seqlen/minmax_diff:7225 - global_seqlen/balanced_min:21985 - global_seqlen/balanced_max:21990 - global_seqlen/mean:21988.125 - actor/entropy:0.0453917495906353 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5481127500534058 - training/rollout_probs_diff_mean:0.0024789925664663315 - training/rollout_probs_diff_std:0.013746523298323154 - training/rollout_actor_probs_pearson_corr:0.9929007887840271 - rollout_corr/rollout_is_mean:1.0000594854354858 - rollout_corr/rollout_is_ratio_fraction_high:0.00017992776702158153 - rollout_corr/rollout_is_ratio_fraction_low:0.0002698916650842875 - rollout_corr/rollout_is_max:4.475887775421143 - rollout_corr/rollout_is_min:0.025016384199261665 - rollout_corr/rollout_is_std:0.03629739582538605 - rollout_corr/rollout_is_eff_sample_size:0.9986839946654996 - rollout_corr/rollout_is_seq_mean:1.0001484155654907 - rollout_corr/rollout_is_seq_std:0.0025811882223933935 - rollout_corr/rollout_is_seq_max:1.0125170946121216 - rollout_corr/rollout_is_seq_min:0.9932522177696228 - rollout_corr/rollout_is_seq_max_deviation:0.012517094612121582 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0451768031343818) - rollout_corr/training_log_ppl:np.float64(0.04357182006970106) - rollout_corr/kl:np.float64(0.0005915150996353979) - rollout_corr/k3_kl:np.float64(0.0007710076894866802) - rollout_corr/rollout_ppl:np.float64(1.0445696199312806) - rollout_corr/rollout_log_ppl:np.float64(0.0429803044989967) - rollout_corr/log_ppl_diff:np.float64(0.0005915155707043596) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018948676042782608) - rollout_corr/log_ppl_diff_max:np.float64(0.01397654041647911) - rollout_corr/log_ppl_diff_min:np.float64(-0.009641587734222412) - rollout_corr/ppl_ratio:np.float64(1.0005948985926807) - rollout_corr/chi2_token:np.float64(0.0020599181298166513) - rollout_corr/chi2_seq:np.float64(0.6163006382994354) - actor/pg_loss:np.float64(-4.91817481815815e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006071121647437394) - actor/ppo_kl:np.float64(-5.3862150284800236e-05) - actor/pg_clipfrac_lower:np.float64(1.2934602636960335e-05) - actor/grad_norm:np.float64(0.4677829295396805) - perf/mfu/actor:np.float64(0.0637350181821808) - perf/max_memory_allocated_gb:np.float64(116.3979811668396) - perf/max_memory_reserved_gb:np.float64(119.736328125) - perf/cpu_memory_used_gb:np.float64(99.24623537063599) - actor/lr:np.float64(1e-07) - training/global_step:2 - training/epoch:0 - critic/score/mean:0.53515625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.53515625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0014329961268231273 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0014329961268231273 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:303.94140625 - response_length/max:767.0 - response_length/min:116.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:303.94140625 - response_length_non_aborted/max:767.0 - response_length_non_aborted/min:116.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:383.1875 - prompt_length/max:494.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.221715688705444e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.4156326334923506) - timing_s/agent_loop/generate_sequences/max:np.float64(6.064114639535546) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.300257847266039) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.064114639535546) - timing_s/agent_loop/sl
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step:3 - global_seqlen/min:19174 - global_seqlen/max:24579 - global_seqlen/minmax_diff:5405 - global_seqlen/balanced_min:21848 - global_seqlen/balanced_max:21850 - global_seqlen/mean:21849.375 - actor/entropy:0.04920173063874245 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6026202440261841 - training/rollout_probs_diff_mean:0.0025716011878103018 - training/rollout_probs_diff_std:0.013690035790205002 - training/rollout_actor_probs_pearson_corr:0.9933687448501587 - rollout_corr/rollout_is_mean:0.9999333024024963 - rollout_corr/rollout_is_ratio_fraction_high:0.00013072066940367222 - rollout_corr/rollout_is_ratio_fraction_low:0.0003398737171664834 - rollout_corr/rollout_is_max:4.401683330535889 - rollout_corr/rollout_is_min:0.23710303008556366 - rollout_corr/rollout_is_std:0.03549371287226677 - rollout_corr/rollout_is_eff_sample_size:0.9987413056988896 - rollout_corr/rollout_is_seq_mean:0.9999868869781494 - rollout_corr/rollout_is_seq_std:0.002362883649766445 - rollout_corr/rollout_is_seq_max:1.0090670585632324 - rollout_corr/rollout_is_seq_min:0.9937740564346313 - rollout_corr/rollout_is_seq_max_deviation:0.009067058563232422 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.047038716264069) - rollout_corr/training_log_ppl:np.float64(0.04538565005532291) - rollout_corr/kl:np.float64(0.0006075243975676159) - rollout_corr/k3_kl:np.float64(0.0008527422295401266) - rollout_corr/rollout_ppl:np.float64(1.0463929306715727) - rollout_corr/rollout_log_ppl:np.float64(0.044778125375160016) - rollout_corr/log_ppl_diff:np.float64(0.0006075246801628964) - rollout_corr/log_ppl_abs_diff:np.float64(0.001939159692483372) - rollout_corr/log_ppl_diff_max:np.float64(0.013487245887517929) - rollout_corr/log_ppl_diff_min:np.float64(-0.010061845183372498) - rollout_corr/ppl_ratio:np.float64(1.00061113294214) - rollout_corr/chi2_token:np.float64(0.0027175373397767544) - rollout_corr/chi2_seq:np.float64(0.7372065195813775) - actor/pg_loss:np.float64(-9.27287619560957e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005640359390781668) - actor/ppo_kl:np.float64(-0.0001786641956158519) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.6182957962155342) - perf/mfu/actor:np.float64(0.06361965159800403) - perf/max_memory_allocated_gb:np.float64(116.3979811668396) - perf/max_memory_reserved_gb:np.float64(119.736328125) - perf/cpu_memory_used_gb:np.float64(98.9593152999878) - actor/lr:np.float64(2e-07) - training/global_step:3 - training/epoch:0 - critic/score/mean:0.62109375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.62109375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.004284369759261608 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.004284369759261608 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:298.82421875 - response_length/max:681.0 - response_length/min:131.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:298.82421875 - response_length_non_aborted/max:681.0 - response_length_non_aborted/min:131.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:383.96875 - prompt_length/max:502.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.108707308769226e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.6113691851496696) - timing_s/agent_loop/generate_sequences/max:np.float64(5.601983055472374) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.283939553926757) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.601983055472374) - timing_s/agent_loop/slowest/tool_calls:np.flo
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step:4 - global_seqlen/min:17511 - global_seqlen/max:23420 - global_seqlen/minmax_diff:5909 - global_seqlen/balanced_min:21127 - global_seqlen/balanced_max:21132 - global_seqlen/mean:21131.375 - actor/entropy:0.04602374881505966 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6083980798721313 - training/rollout_probs_diff_mean:0.002471497282385826 - training/rollout_probs_diff_std:0.013700484298169613 - training/rollout_actor_probs_pearson_corr:0.9927682280540466 - rollout_corr/rollout_is_mean:1.000166416168213 - rollout_corr/rollout_is_ratio_fraction_high:0.0001395342405885458 - rollout_corr/rollout_is_ratio_fraction_low:0.000265115057118237 - rollout_corr/rollout_is_max:3.8465442657470703 - rollout_corr/rollout_is_min:0.29720380902290344 - rollout_corr/rollout_is_std:0.03577639162540436 - rollout_corr/rollout_is_eff_sample_size:0.9987219238457103 - rollout_corr/rollout_is_seq_mean:1.0002965927124023 - rollout_corr/rollout_is_seq_std:0.002867880044505 - rollout_corr/rollout_is_seq_max:1.0213550329208374 - rollout_corr/rollout_is_seq_min:0.9929723143577576 - rollout_corr/rollout_is_seq_max_deviation:0.021355032920837402 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.045608649495989) - rollout_corr/training_log_ppl:np.float64(0.04394700511875271) - rollout_corr/kl:np.float64(0.0003444014379974103) - rollout_corr/k3_kl:np.float64(0.000617654874560003) - rollout_corr/rollout_ppl:np.float64(1.045229384675622) - rollout_corr/rollout_log_ppl:np.float64(0.04360260404428118) - rollout_corr/log_ppl_diff:np.float64(0.00034440107447153423) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018475693268555915) - rollout_corr/log_ppl_diff_max:np.float64(0.008960112929344177) - rollout_corr/log_ppl_diff_min:np.float64(-0.006439719349145889) - rollout_corr/ppl_ratio:np.float64(1.000347476452589) - rollout_corr/chi2_token:np.float64(0.0018206099048256874) - rollout_corr/chi2_seq:np.float64(0.5637316203210503) - actor/pg_loss:np.float64(0.00011433882173150778) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000488556786422123) - actor/ppo_kl:np.float64(-8.643750730996658e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.33618728816509247) - perf/mfu/actor:np.float64(0.06183644107928606) - perf/max_memory_allocated_gb:np.float64(116.3979811668396) - perf/max_memory_reserved_gb:np.float64(119.736328125) - perf/cpu_memory_used_gb:np.float64(98.94246292114258) - actor/lr:np.float64(3e-07) - training/global_step:4 - training/epoch:0 - critic/score/mean:0.578125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.578125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0048941634595394135 - critic/advantages/max:0.875 - critic/advantages/min:-0.375 - critic/returns/mean:0.0048941634595394135 - critic/returns/max:0.875 - critic/returns/min:-0.375 - response_length/mean:279.94921875 - response_length/max:621.0 - response_length/min:147.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:279.94921875 - response_length_non_aborted/max:621.0 - response_length_non_aborted/min:147.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:380.40625 - prompt_length/max:481.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.686818182468414e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.3141711317002773) - timing_s/agent_loop/generate_sequences/max:np.float64(5.018929842859507) - timing_s/agent_loop/generate_sequences/mean:np.float64(2.9758476085189614) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.018929842859507) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.
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step:5 - global_seqlen/min:19471 - global_seqlen/max:25225 - global_seqlen/minmax_diff:5754 - global_seqlen/balanced_min:22826 - global_seqlen/balanced_max:22834 - global_seqlen/mean:22831.75 - actor/entropy:0.04420790821313858 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9820137023925781 - training/rollout_probs_diff_mean:0.0026351630222052336 - training/rollout_probs_diff_std:0.01624898426234722 - training/rollout_actor_probs_pearson_corr:0.9897652864456177 - rollout_corr/rollout_is_mean:0.9998754262924194 - rollout_corr/rollout_is_ratio_fraction_high:0.00019625641289167106 - rollout_corr/rollout_is_ratio_fraction_low:0.00031891666003502905 - rollout_corr/rollout_is_max:2.6892237663269043 - rollout_corr/rollout_is_min:0.0026703018229454756 - rollout_corr/rollout_is_std:0.03774638473987579 - rollout_corr/rollout_is_eff_sample_size:0.9985768810971359 - rollout_corr/rollout_is_seq_mean:0.9999589323997498 - rollout_corr/rollout_is_seq_std:0.002504494274035096 - rollout_corr/rollout_is_seq_max:1.0116841793060303 - rollout_corr/rollout_is_seq_min:0.9912169575691223 - rollout_corr/rollout_is_seq_max_deviation:0.011684179306030273 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0460655908100307) - rollout_corr/training_log_ppl:np.float64(0.04439652435394237) - rollout_corr/kl:np.float64(0.0007436219603507155) - rollout_corr/k3_kl:np.float64(0.0008631551496955936) - rollout_corr/rollout_ppl:np.float64(1.0452705649659038) - rollout_corr/rollout_log_ppl:np.float64(0.0436529020753369) - rollout_corr/log_ppl_diff:np.float64(0.0007436222786054714) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019222156133764656) - rollout_corr/log_ppl_diff_max:np.float64(0.010805100202560425) - rollout_corr/log_ppl_diff_min:np.float64(-0.007839947938919067) - rollout_corr/ppl_ratio:np.float64(1.000747255049646) - rollout_corr/chi2_token:np.float64(0.0020523315761238337) - rollout_corr/chi2_seq:np.float64(0.6188770006410778) - actor/pg_loss:np.float64(0.0002579393330961466) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00043682238310793764) - actor/ppo_kl:np.float64(-0.00020339357177334705) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.37060175463557243) - perf/mfu/actor:np.float64(0.0667389244071176) - perf/max_memory_allocated_gb:np.float64(116.3979811668396) - perf/max_memory_reserved_gb:np.float64(119.755859375) - perf/cpu_memory_used_gb:np.float64(98.89798355102539) - actor/lr:np.float64(4e-07) - training/global_step:5 - training/epoch:0 - critic/score/mean:0.56640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.56640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0038898633792996407 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:0.0038898633792996407 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:318.4609375 - response_length/max:682.0 - response_length/min:118.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:318.4609375 - response_length_non_aborted/max:682.0 - response_length_non_aborted/min:118.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:395.03125 - prompt_length/max:512.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001321546733379364 - timing_s/agent_loop/generate_sequences/min:np.float64(1.4098490197211504) - timing_s/agent_loop/generate_sequences/max:np.float64(5.437751609832048) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.508140106634528) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.437751609832048) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:6 - global_seqlen/min:20640 - global_seqlen/max:25284 - global_seqlen/minmax_diff:4644 - global_seqlen/balanced_min:22702 - global_seqlen/balanced_max:22710 - global_seqlen/mean:22707.625 - actor/entropy:0.06023538485169411 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5083587169647217 - training/rollout_probs_diff_mean:0.002914954675361514 - training/rollout_probs_diff_std:0.01439708936959505 - training/rollout_actor_probs_pearson_corr:0.9938210844993591 - rollout_corr/rollout_is_mean:1.000016689300537 - rollout_corr/rollout_is_ratio_fraction_high:6.240249786060303e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002620904706418514 - rollout_corr/rollout_is_max:2.7745983600616455 - rollout_corr/rollout_is_min:0.1763426959514618 - rollout_corr/rollout_is_std:0.037390995770692825 - rollout_corr/rollout_is_eff_sample_size:0.9986038653691948 - rollout_corr/rollout_is_seq_mean:1.0000287294387817 - rollout_corr/rollout_is_seq_std:0.002326859161257744 - rollout_corr/rollout_is_seq_max:1.006367564201355 - rollout_corr/rollout_is_seq_min:0.9900459051132202 - rollout_corr/rollout_is_seq_max_deviation:0.009954094886779785 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0575346425175667) - rollout_corr/training_log_ppl:np.float64(0.05445059719204437) - rollout_corr/kl:np.float64(0.0007170571515473512) - rollout_corr/k3_kl:np.float64(0.0007017242937195078) - rollout_corr/rollout_ppl:np.float64(1.0567559036426246) - rollout_corr/rollout_log_ppl:np.float64(0.053733540553366765) - rollout_corr/log_ppl_diff:np.float64(0.0007170566386776045) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019455736546660773) - rollout_corr/log_ppl_diff_max:np.float64(0.013292688876390457) - rollout_corr/log_ppl_diff_min:np.float64(-0.006817631423473358) - rollout_corr/ppl_ratio:np.float64(1.00072040874511) - rollout_corr/chi2_token:np.float64(0.0013431974221020937) - rollout_corr/chi2_seq:np.float64(0.42758661322295666) - actor/pg_loss:np.float64(0.000204938231036067) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006648888470408565) - actor/ppo_kl:np.float64(-3.634298943566705e-06) - actor/pg_clipfrac_lower:np.float64(1.169535971712321e-05) - actor/grad_norm:np.float64(0.44954703748226166) - perf/mfu/actor:np.float64(0.06586383538138191) - perf/max_memory_allocated_gb:np.float64(116.3979811668396) - perf/max_memory_reserved_gb:np.float64(119.755859375) - perf/cpu_memory_used_gb:np.float64(99.00752639770508) - actor/lr:np.float64(5e-07) - training/global_step:6 - training/epoch:0 - critic/score/mean:0.640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.002650545910000801 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.002650545910000801 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:312.98828125 - response_length/max:757.0 - response_length/min:98.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:312.98828125 - response_length_non_aborted/max:757.0 - response_length_non_aborted/min:98.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:396.625 - prompt_length/max:477.0 - prompt_length/min:190.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00011950917541980743 - timing_s/agent_loop/generate_sequences/min:np.float64(1.1858200673013926) - timing_s/agent_loop/generate_sequences/max:np.float64(6.017262069508433) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.3587615323558566) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.017262069508433) - timing_s/agent_loop/slowest/tool_ca
|
||
step:7 - global_seqlen/min:20232 - global_seqlen/max:30567 - global_seqlen/minmax_diff:10335 - global_seqlen/balanced_min:21827 - global_seqlen/balanced_max:29167 - global_seqlen/mean:22745.875 - actor/entropy:0.03778504952788353 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9928532242774963 - training/rollout_probs_diff_mean:0.002198711270466447 - training/rollout_probs_diff_std:0.013659466989338398 - training/rollout_actor_probs_pearson_corr:0.9916011691093445 - rollout_corr/rollout_is_mean:1.0001994371414185 - rollout_corr/rollout_is_ratio_fraction_high:0.0001472916774218902 - rollout_corr/rollout_is_ratio_fraction_low:0.0004296007100492716 - rollout_corr/rollout_is_max:27.25680160522461 - rollout_corr/rollout_is_min:0.0019368419889360666 - rollout_corr/rollout_is_std:0.03446449339389801 - rollout_corr/rollout_is_eff_sample_size:0.9988133699839996 - rollout_corr/rollout_is_seq_mean:1.0001473426818848 - rollout_corr/rollout_is_seq_std:0.0053629521280527115 - rollout_corr/rollout_is_seq_max:1.0747148990631104 - rollout_corr/rollout_is_seq_min:0.992452085018158 - rollout_corr/rollout_is_seq_max_deviation:0.07471489906311035 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0417554727755487) - rollout_corr/training_log_ppl:np.float64(0.04052790719197219) - rollout_corr/kl:np.float64(0.000954607029326926) - rollout_corr/k3_kl:np.float64(0.0009221885179577782) - rollout_corr/rollout_ppl:np.float64(1.0407575136050582) - rollout_corr/rollout_log_ppl:np.float64(0.0395733000468681) - rollout_corr/log_ppl_diff:np.float64(0.0009546071451040916) - rollout_corr/log_ppl_abs_diff:np.float64(0.0021018106817791704) - rollout_corr/log_ppl_diff_max:np.float64(0.013908976688981056) - rollout_corr/log_ppl_diff_min:np.float64(-0.010783474892377853) - rollout_corr/ppl_ratio:np.float64(1.000959103461355) - rollout_corr/chi2_token:np.float64(0.004536369116976857) - rollout_corr/chi2_seq:np.float64(7.1361012062989175) - actor/pg_loss:np.float64(0.00018249847926199436) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006040260100235173) - actor/ppo_kl:np.float64(-1.9732731928456815e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.41995084285736084) - perf/mfu/actor:np.float64(0.061389736366338626) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(98.93367767333984) - actor/lr:np.float64(6e-07) - training/global_step:7 - training/epoch:0 - critic/score/mean:0.6484375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6484375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.018136821687221527 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.018136821687221527 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:318.24609375 - response_length/max:8192.0 - response_length/min:129.0 - response_length/clip_ratio:0.00390625 - response_length_non_aborted/mean:318.24609375 - response_length_non_aborted/max:8192.0 - response_length_non_aborted/min:129.0 - response_length_non_aborted/clip_ratio:0.00390625 - response/aborted_ratio:0.0 - prompt_length/mean:392.5625 - prompt_length/max:477.0 - prompt_length/min:267.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.896226942539215e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.5071746818721294) - timing_s/agent_loop/generate_sequences/max:np.float64(49.01385489478707) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.3368015820669825) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(49.01385489478707) - timing_s/agent_loop/slowest/
|
||
step:8 - global_seqlen/min:21630 - global_seqlen/max:27889 - global_seqlen/minmax_diff:6259 - global_seqlen/balanced_min:23752 - global_seqlen/balanced_max:23757 - global_seqlen/mean:23755.375 - actor/entropy:0.037761978805065155 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4393426775932312 - training/rollout_probs_diff_mean:0.002369787311181426 - training/rollout_probs_diff_std:0.014498881064355373 - training/rollout_actor_probs_pearson_corr:0.9905680418014526 - rollout_corr/rollout_is_mean:1.0001440048217773 - rollout_corr/rollout_is_ratio_fraction_high:0.00010731277143349871 - rollout_corr/rollout_is_ratio_fraction_low:0.0003100146714132279 - rollout_corr/rollout_is_max:3.3014354705810547 - rollout_corr/rollout_is_min:0.16121885180473328 - rollout_corr/rollout_is_std:0.03641379997134209 - rollout_corr/rollout_is_eff_sample_size:0.9986761476085892 - rollout_corr/rollout_is_seq_mean:1.0001126527786255 - rollout_corr/rollout_is_seq_std:0.00217057135887444 - rollout_corr/rollout_is_seq_max:1.009045124053955 - rollout_corr/rollout_is_seq_min:0.9912852048873901 - rollout_corr/rollout_is_seq_max_deviation:0.009045124053955078 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.037469057366252) - rollout_corr/training_log_ppl:np.float64(0.036558117737513385) - rollout_corr/kl:np.float64(0.0007105045765847251) - rollout_corr/k3_kl:np.float64(0.0007105414664927423) - rollout_corr/rollout_ppl:np.float64(1.0367290936410427) - rollout_corr/rollout_log_ppl:np.float64(0.03584761280262683) - rollout_corr/log_ppl_diff:np.float64(0.0007105049348865577) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017264670400436444) - rollout_corr/log_ppl_diff_max:np.float64(0.01357186958193779) - rollout_corr/log_ppl_diff_min:np.float64(-0.006234150379896164) - rollout_corr/ppl_ratio:np.float64(1.000713694607839) - rollout_corr/chi2_token:np.float64(0.0014248397201299667) - rollout_corr/chi2_seq:np.float64(0.4785899552516639) - actor/pg_loss:np.float64(0.00011528050526976585) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00041438862217546557) - actor/ppo_kl:np.float64(0.00010667156796984045) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.30220716819167137) - perf/mfu/actor:np.float64(0.06918814639756066) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(98.92414474487305) - actor/lr:np.float64(7e-07) - training/global_step:8 - training/epoch:0 - critic/score/mean:0.58984375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.58984375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0012162113562226295 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0012162113562226295 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:327.60546875 - response_length/max:741.0 - response_length/min:149.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:327.60546875 - response_length_non_aborted/max:741.0 - response_length_non_aborted/min:149.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:414.75 - prompt_length/max:480.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00010399334132671356 - timing_s/agent_loop/generate_sequences/min:np.float64(1.7556512150913477) - timing_s/agent_loop/generate_sequences/max:np.float64(6.035676764324307) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.646803203962918) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.035676764324307) - timing_s/agent_loop/slowest/tool_calls:np.
|
||
step:9 - global_seqlen/min:20440 - global_seqlen/max:25230 - global_seqlen/minmax_diff:4790 - global_seqlen/balanced_min:23375 - global_seqlen/balanced_max:23379 - global_seqlen/mean:23377.625 - actor/entropy:0.03638192266225815 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.828794002532959 - training/rollout_probs_diff_mean:0.0023880871012806892 - training/rollout_probs_diff_std:0.01572360098361969 - training/rollout_actor_probs_pearson_corr:0.9883882999420166 - rollout_corr/rollout_is_mean:1.000172734260559 - rollout_corr/rollout_is_ratio_fraction_high:0.00019986758707091212 - rollout_corr/rollout_is_ratio_fraction_low:0.00036226000520400703 - rollout_corr/rollout_is_max:9.69217300415039 - rollout_corr/rollout_is_min:0.0044007026590406895 - rollout_corr/rollout_is_std:0.03719440475106239 - rollout_corr/rollout_is_eff_sample_size:0.9986184874121644 - rollout_corr/rollout_is_seq_mean:1.0002299547195435 - rollout_corr/rollout_is_seq_std:0.0031836610287427902 - rollout_corr/rollout_is_seq_max:1.0244697332382202 - rollout_corr/rollout_is_seq_min:0.9921541213989258 - rollout_corr/rollout_is_seq_max_deviation:0.024469733238220215 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0359525978565216) - rollout_corr/training_log_ppl:np.float64(0.03506202888820553) - rollout_corr/kl:np.float64(0.0008961734889822992) - rollout_corr/k3_kl:np.float64(0.0010715266218355168) - rollout_corr/rollout_ppl:np.float64(1.0350184733979404) - rollout_corr/rollout_log_ppl:np.float64(0.03416585506784031) - rollout_corr/log_ppl_diff:np.float64(0.0008961738203652203) - rollout_corr/log_ppl_abs_diff:np.float64(0.0020660141090047546) - rollout_corr/log_ppl_diff_max:np.float64(0.03055211901664734) - rollout_corr/log_ppl_diff_min:np.float64(-0.008391773328185081) - rollout_corr/ppl_ratio:np.float64(1.0009022469166666) - rollout_corr/chi2_token:np.float64(0.0025042560882866383) - rollout_corr/chi2_seq:np.float64(0.4459547228179872) - actor/pg_loss:np.float64(-4.992238245904446e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003027939683306613) - actor/ppo_kl:np.float64(0.00013374408837307783) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.33594633266329765) - perf/mfu/actor:np.float64(0.06856904590299921) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(98.8357925415039) - actor/lr:np.float64(8e-07) - training/global_step:9 - training/epoch:0 - critic/score/mean:0.6328125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6328125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0010914644226431847 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0010914644226431847 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:312.70703125 - response_length/max:658.0 - response_length/min:157.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:312.70703125 - response_length_non_aborted/max:658.0 - response_length_non_aborted/min:157.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:417.84375 - prompt_length/max:541.0 - prompt_length/min:262.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00021626055240631104 - timing_s/agent_loop/generate_sequences/min:np.float64(1.5539071187376976) - timing_s/agent_loop/generate_sequences/max:np.float64(5.676808854565024) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.4890895049102255) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.676808854565024) - timing_s/agent_loop/slowest/tool_calls:n
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 10}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
The volume of a unit cell in a crystal structure can be calculated using the formula:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given the lattice parameters:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Since all angles (α, β, γ) are 90.00º, the crystal structure is cubic, and the volume is simply the product of the three lattice parameters.
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 \approx 1094.31 $$
|
||
|
||
Thus, the volume of the unit cell is approximately 1094.31 ų.
|
||
</reasoning>
|
||
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_10
|
||
step:10 - global_seqlen/min:19757 - global_seqlen/max:25941 - global_seqlen/minmax_diff:6184 - global_seqlen/balanced_min:23088 - global_seqlen/balanced_max:23091 - global_seqlen/mean:23089.5 - actor/entropy:0.046847615391016006 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.999447226524353 - training/rollout_probs_diff_mean:0.0027974338736385107 - training/rollout_probs_diff_std:0.015953663736581802 - training/rollout_actor_probs_pearson_corr:0.9908416271209717 - rollout_corr/rollout_is_mean:1.000261902809143 - rollout_corr/rollout_is_ratio_fraction_high:0.00017077336087822914 - rollout_corr/rollout_is_ratio_fraction_low:0.0003415467217564583 - rollout_corr/rollout_is_max:3.556555986404419 - rollout_corr/rollout_is_min:0.0005527785397134721 - rollout_corr/rollout_is_std:0.03943456709384918 - rollout_corr/rollout_is_eff_sample_size:0.9984481612293591 - rollout_corr/rollout_is_seq_mean:1.0002124309539795 - rollout_corr/rollout_is_seq_std:0.0021660649217665195 - rollout_corr/rollout_is_seq_max:1.0074161291122437 - rollout_corr/rollout_is_seq_min:0.9950547218322754 - rollout_corr/rollout_is_seq_max_deviation:0.007416129112243652 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0476945461705327) - rollout_corr/training_log_ppl:np.float64(0.04598778319450503) - rollout_corr/kl:np.float64(0.0008644373356485602) - rollout_corr/k3_kl:np.float64(0.001017599147822068) - rollout_corr/rollout_ppl:np.float64(1.0467740190215409) - rollout_corr/rollout_log_ppl:np.float64(0.04512334530954831) - rollout_corr/log_ppl_diff:np.float64(0.0008644378849567147) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019693393714987906) - rollout_corr/log_ppl_diff_max:np.float64(0.026914089918136597) - rollout_corr/log_ppl_diff_min:np.float64(-0.007021835073828697) - rollout_corr/ppl_ratio:np.float64(1.0008692720439285) - rollout_corr/chi2_token:np.float64(0.0024165299255400896) - rollout_corr/chi2_seq:np.float64(1.1769734171684831) - actor/pg_loss:np.float64(4.175701178610325e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0004576832020575239) - actor/ppo_kl:np.float64(0.00016489524013607593) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.30771495401859283) - perf/mfu/actor:np.float64(0.06710769780779227) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(98.84016799926758) - actor/lr:np.float64(9e-07) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6688829787234043) - val-aux/sciknoweval/reward/std@16:np.float64(0.11328073215884149) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7156382978723406) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.0834642720784752) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.6216595744680851) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.10733205509043674) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.6679893617021277) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.11290679974600436) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7462021276595743) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.051777462488278976) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.5769893617021277) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.089712059129489) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.6791702127659575) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.08965742400306344) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7647765957446808) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.03263714213393466) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.5384255319148936) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.06250559596458083) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.68581914893617) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.06258938352611139) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.776893617021
|
||
step:11 - global_seqlen/min:22085 - global_seqlen/max:26112 - global_seqlen/minmax_diff:4027 - global_seqlen/balanced_min:24005 - global_seqlen/balanced_max:24008 - global_seqlen/mean:24007.125 - actor/entropy:0.04804360121488571 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6709709763526917 - training/rollout_probs_diff_mean:0.0024593675043433905 - training/rollout_probs_diff_std:0.01397766824811697 - training/rollout_actor_probs_pearson_corr:0.9930342435836792 - rollout_corr/rollout_is_mean:1.00017249584198 - rollout_corr/rollout_is_ratio_fraction_high:0.00015193445142358541 - rollout_corr/rollout_is_ratio_fraction_low:0.0003255738120060414 - rollout_corr/rollout_is_max:12.16672420501709 - rollout_corr/rollout_is_min:2.06115369216775e-09 - rollout_corr/rollout_is_std:0.036076683551073074 - rollout_corr/rollout_is_eff_sample_size:0.9987002836469919 - rollout_corr/rollout_is_seq_mean:1.0001469850540161 - rollout_corr/rollout_is_seq_std:0.003002496436238289 - rollout_corr/rollout_is_seq_max:1.029190182685852 - rollout_corr/rollout_is_seq_min:0.9930292367935181 - rollout_corr/rollout_is_seq_max_deviation:0.02919018268585205 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0474164304323494) - rollout_corr/training_log_ppl:np.float64(0.04559624723515299) - rollout_corr/kl:np.float64(0.0010769233614666973) - rollout_corr/k3_kl:np.float64(0.0011144494094139645) - rollout_corr/rollout_ppl:np.float64(1.046275925822556) - rollout_corr/rollout_log_ppl:np.float64(0.04451932340271014) - rollout_corr/log_ppl_diff:np.float64(0.001076923839718802) - rollout_corr/log_ppl_abs_diff:np.float64(0.001993083431443665) - rollout_corr/log_ppl_diff_max:np.float64(0.07666594535112381) - rollout_corr/log_ppl_diff_min:np.float64(-0.0072558969259262085) - rollout_corr/ppl_ratio:np.float64(1.0010912341531366) - rollout_corr/chi2_token:np.float64(0.0032416859176009893) - rollout_corr/chi2_seq:np.float64(1.461701161460951) - actor/pg_loss:np.float64(0.0001977116335183382) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005052614824307966) - actor/ppo_kl:np.float64(0.00013562464442529176) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.25391409173607826) - perf/mfu/actor:np.float64(0.0668949207945355) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(107.56357479095459) - actor/lr:np.float64(1e-06) - training/global_step:11 - training/epoch:0 - critic/score/mean:0.4921875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.4921875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003453795565292239 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003453795565292239 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:359.94140625 - response_length/max:767.0 - response_length/min:150.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:359.94140625 - response_length_non_aborted/max:767.0 - response_length_non_aborted/min:150.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.28125 - prompt_length/max:481.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:4.8119574785232544e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.812249569222331) - timing_s/agent_loop/generate_sequences/max:np.float64(6.398797504603863) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.9711650326280505) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.398797504603863) - timing_s/agent_loop/slowest/tool_calls:np.float
|
||
step:12 - global_seqlen/min:20750 - global_seqlen/max:25023 - global_seqlen/minmax_diff:4273 - global_seqlen/balanced_min:23495 - global_seqlen/balanced_max:23502 - global_seqlen/mean:23500.0 - actor/entropy:0.048802800476551056 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9525734186172485 - training/rollout_probs_diff_mean:0.002639800775796175 - training/rollout_probs_diff_std:0.014638073742389679 - training/rollout_actor_probs_pearson_corr:0.9923166036605835 - rollout_corr/rollout_is_mean:1.0000332593917847 - rollout_corr/rollout_is_ratio_fraction_high:4.502070805756375e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0003376553358975798 - rollout_corr/rollout_is_max:5.481647968292236 - rollout_corr/rollout_is_min:7.654040956595054e-09 - rollout_corr/rollout_is_std:0.03588617965579033 - rollout_corr/rollout_is_eff_sample_size:0.9987138383870012 - rollout_corr/rollout_is_seq_mean:1.0000615119934082 - rollout_corr/rollout_is_seq_std:0.0023416769690811634 - rollout_corr/rollout_is_seq_max:1.0136011838912964 - rollout_corr/rollout_is_seq_min:0.9917080998420715 - rollout_corr/rollout_is_seq_max_deviation:0.013601183891296387 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0493773608468473) - rollout_corr/training_log_ppl:np.float64(0.04763505339360563) - rollout_corr/kl:np.float64(0.0011809221397331982) - rollout_corr/k3_kl:np.float64(0.0011246201967551883) - rollout_corr/rollout_ppl:np.float64(1.0481200786307454) - rollout_corr/rollout_log_ppl:np.float64(0.04645413088655914) - rollout_corr/log_ppl_diff:np.float64(0.0011809225034085102) - rollout_corr/log_ppl_abs_diff:np.float64(0.0022081997303757817) - rollout_corr/log_ppl_diff_max:np.float64(0.05857003107666969) - rollout_corr/log_ppl_diff_min:np.float64(-0.006129670888185501) - rollout_corr/ppl_ratio:np.float64(1.0011915797367692) - rollout_corr/chi2_token:np.float64(0.001855870708823204) - rollout_corr/chi2_seq:np.float64(0.5780831542797387) - actor/pg_loss:np.float64(0.00019696413073688745) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0009464220574955107) - actor/ppo_kl:np.float64(0.0002554697420098506) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.4698943421244621) - perf/mfu/actor:np.float64(0.06694472114904917) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.3212513923645) - actor/lr:np.float64(1e-06) - training/global_step:12 - training/epoch:0 - critic/score/mean:0.58984375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.58984375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.005194264464080334 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.005194264464080334 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:347.0625 - response_length/max:708.0 - response_length/min:168.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:347.0625 - response_length_non_aborted/max:708.0 - response_length_non_aborted/min:168.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:387.3125 - prompt_length/max:482.0 - prompt_length/min:261.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.843280375003815e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8421658035367727) - timing_s/agent_loop/generate_sequences/max:np.float64(5.9758670050650835) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.6000157960515935) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.9758670050650835) - timing_s/agent_loop/slowest/tool_calls:np.float6
|
||
step:13 - global_seqlen/min:21964 - global_seqlen/max:24582 - global_seqlen/minmax_diff:2618 - global_seqlen/balanced_min:23388 - global_seqlen/balanced_max:23391 - global_seqlen/mean:23390.125 - actor/entropy:0.03789813816547394 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8378890752792358 - training/rollout_probs_diff_mean:0.0023348808754235506 - training/rollout_probs_diff_std:0.014388558454811573 - training/rollout_actor_probs_pearson_corr:0.9909489154815674 - rollout_corr/rollout_is_mean:0.9999727010726929 - rollout_corr/rollout_is_ratio_fraction_high:0.00013636644871439785 - rollout_corr/rollout_is_ratio_fraction_low:0.00042149631190113723 - rollout_corr/rollout_is_max:3.377307176589966 - rollout_corr/rollout_is_min:0.01650751568377018 - rollout_corr/rollout_is_std:0.03544498234987259 - rollout_corr/rollout_is_eff_sample_size:0.9987452297239231 - rollout_corr/rollout_is_seq_mean:1.0000264644622803 - rollout_corr/rollout_is_seq_std:0.0023594500962644815 - rollout_corr/rollout_is_seq_max:1.0164906978607178 - rollout_corr/rollout_is_seq_min:0.9947007894515991 - rollout_corr/rollout_is_seq_max_deviation:0.016490697860717773 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0391791239380836) - rollout_corr/training_log_ppl:np.float64(0.038156213904585456) - rollout_corr/kl:np.float64(0.0009916542165775422) - rollout_corr/k3_kl:np.float64(0.0009449568796142671) - rollout_corr/rollout_ppl:np.float64(1.0381425474770367) - rollout_corr/rollout_log_ppl:np.float64(0.037164559164011735) - rollout_corr/log_ppl_diff:np.float64(0.000991654740573722) - rollout_corr/log_ppl_abs_diff:np.float64(0.002114939181410591) - rollout_corr/log_ppl_diff_max:np.float64(0.01825466752052307) - rollout_corr/log_ppl_diff_min:np.float64(-0.007348746061325073) - rollout_corr/ppl_ratio:np.float64(1.0009963624179363) - rollout_corr/chi2_token:np.float64(0.001698100008070469) - rollout_corr/chi2_seq:np.float64(0.5576191481668502) - actor/pg_loss:np.float64(0.0001590256579220295) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0007174677507464366) - actor/ppo_kl:np.float64(0.0001934444717460737) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.36268725991249084) - perf/mfu/actor:np.float64(0.06708696866493306) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.73674011230469) - actor/lr:np.float64(1e-06) - training/global_step:13 - training/epoch:0 - critic/score/mean:0.54296875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.54296875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0017045806162059307 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0017045806162059307 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:315.09765625 - response_length/max:648.0 - response_length/min:167.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:315.09765625 - response_length_non_aborted/max:648.0 - response_length_non_aborted/min:167.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:415.84375 - prompt_length/max:493.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.167566895484924e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9277914315462112) - timing_s/agent_loop/generate_sequences/max:np.float64(5.542748164385557) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.4976240821924875) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.542748164385557) - timing_s/agent_loop/slowest/tool_c
|
||
step:14 - global_seqlen/min:18494 - global_seqlen/max:25835 - global_seqlen/minmax_diff:7341 - global_seqlen/balanced_min:22344 - global_seqlen/balanced_max:22347 - global_seqlen/mean:22346.125 - actor/entropy:0.04147081822156906 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7724411487579346 - training/rollout_probs_diff_mean:0.002374181291088462 - training/rollout_probs_diff_std:0.014511930756270885 - training/rollout_actor_probs_pearson_corr:0.9915551543235779 - rollout_corr/rollout_is_mean:0.9999378323554993 - rollout_corr/rollout_is_ratio_fraction_high:9.91657652775757e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0003594759036786854 - rollout_corr/rollout_is_max:3.036044120788574 - rollout_corr/rollout_is_min:4.5424094423651695e-05 - rollout_corr/rollout_is_std:0.03521046042442322 - rollout_corr/rollout_is_eff_sample_size:0.9987616396172453 - rollout_corr/rollout_is_seq_mean:0.9999905228614807 - rollout_corr/rollout_is_seq_std:0.0020246116910129786 - rollout_corr/rollout_is_seq_max:1.0074162483215332 - rollout_corr/rollout_is_seq_min:0.994396984577179 - rollout_corr/rollout_is_seq_max_deviation:0.007416248321533203 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0412489683367312) - rollout_corr/training_log_ppl:np.float64(0.040173851273721084) - rollout_corr/kl:np.float64(0.0007469751301272254) - rollout_corr/k3_kl:np.float64(0.0007798877124827186) - rollout_corr/rollout_ppl:np.float64(1.04046535724774) - rollout_corr/rollout_log_ppl:np.float64(0.03942687580638449) - rollout_corr/log_ppl_diff:np.float64(0.0007469754673365969) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019862048902723473) - rollout_corr/log_ppl_diff_max:np.float64(0.013173799961805344) - rollout_corr/log_ppl_diff_min:np.float64(-0.005907610058784485) - rollout_corr/ppl_ratio:np.float64(1.0007505374960601) - rollout_corr/chi2_token:np.float64(0.001629652688279748) - rollout_corr/chi2_seq:np.float64(0.5884975269436836) - actor/pg_loss:np.float64(0.00022451754193753004) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00039736707094562007) - actor/ppo_kl:np.float64(6.446791335434909e-06) - actor/pg_clipfrac_lower:np.float64(7.75049647927517e-06) - actor/grad_norm:np.float64(0.2711631767451763) - perf/mfu/actor:np.float64(0.06485865763409836) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.46635818481445) - actor/lr:np.float64(1e-06) - training/global_step:14 - training/epoch:0 - critic/score/mean:0.76953125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.76953125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003732661483809352 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:0.003732661483809352 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:315.12890625 - response_length/max:789.0 - response_length/min:162.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:315.12890625 - response_length_non_aborted/max:789.0 - response_length_non_aborted/min:162.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:383.1875 - prompt_length/max:519.0 - prompt_length/min:258.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.81890344619751e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8910789545625448) - timing_s/agent_loop/generate_sequences/max:np.float64(6.065597591921687) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.435446196657722) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.065597591921687) - timing_s/agent_loop/slowe
|
||
step:15 - global_seqlen/min:20326 - global_seqlen/max:25244 - global_seqlen/minmax_diff:4918 - global_seqlen/balanced_min:23425 - global_seqlen/balanced_max:23428 - global_seqlen/mean:23426.375 - actor/entropy:0.04354999214410782 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8108813166618347 - training/rollout_probs_diff_mean:0.0025214324705302715 - training/rollout_probs_diff_std:0.015227340161800385 - training/rollout_actor_probs_pearson_corr:0.9907147884368896 - rollout_corr/rollout_is_mean:1.0000585317611694 - rollout_corr/rollout_is_ratio_fraction_high:0.0001255206298083067 - rollout_corr/rollout_is_ratio_fraction_low:0.0003537399461492896 - rollout_corr/rollout_is_max:3.7204794883728027 - rollout_corr/rollout_is_min:0.13603752851486206 - rollout_corr/rollout_is_std:0.03567628934979439 - rollout_corr/rollout_is_eff_sample_size:0.9987288203698291 - rollout_corr/rollout_is_seq_mean:1.0000773668289185 - rollout_corr/rollout_is_seq_std:0.0023061956744641066 - rollout_corr/rollout_is_seq_max:1.0096561908721924 - rollout_corr/rollout_is_seq_min:0.994753360748291 - rollout_corr/rollout_is_seq_max_deviation:0.009656190872192383 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0427189744077623) - rollout_corr/training_log_ppl:np.float64(0.04136689609003952) - rollout_corr/kl:np.float64(0.0006346158153789361) - rollout_corr/k3_kl:np.float64(0.0008410603528083982) - rollout_corr/rollout_ppl:np.float64(1.0420630285516381) - rollout_corr/rollout_log_ppl:np.float64(0.040732280065640225) - rollout_corr/log_ppl_diff:np.float64(0.0006346160243992927) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017800193145376397) - rollout_corr/log_ppl_diff_max:np.float64(0.011124536395072937) - rollout_corr/log_ppl_diff_min:np.float64(-0.009195975959300995) - rollout_corr/ppl_ratio:np.float64(1.0006375317461789) - rollout_corr/chi2_token:np.float64(0.0022331061773002148) - rollout_corr/chi2_seq:np.float64(1.1457256809808314) - actor/pg_loss:np.float64(-7.0676906034350395e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0004157328976361896) - actor/ppo_kl:np.float64(-8.964717824255786e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2902930714190006) - perf/mfu/actor:np.float64(0.06846971547876807) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.287353515625) - actor/lr:np.float64(1e-06) - training/global_step:15 - training/epoch:0 - critic/score/mean:0.66015625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.66015625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0010683516738936305 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0010683516738936305 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:342.32421875 - response_length/max:617.0 - response_length/min:161.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:342.32421875 - response_length_non_aborted/max:617.0 - response_length_non_aborted/min:161.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:389.75 - prompt_length/max:512.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.000151732936501503 - timing_s/agent_loop/generate_sequences/min:np.float64(1.7776077147573233) - timing_s/agent_loop/generate_sequences/max:np.float64(5.827654916793108) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.6892597647674847) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.827654916793108) - timing_s/agent_loop/slowest/tool_calls:
|
||
step:16 - global_seqlen/min:20847 - global_seqlen/max:26303 - global_seqlen/minmax_diff:5456 - global_seqlen/balanced_min:23500 - global_seqlen/balanced_max:23632 - global_seqlen/mean:23518.5 - actor/entropy:0.043477680534124374 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6190921068191528 - training/rollout_probs_diff_mean:0.0025269410107284784 - training/rollout_probs_diff_std:0.014399349689483643 - training/rollout_actor_probs_pearson_corr:0.9920213222503662 - rollout_corr/rollout_is_mean:0.9998637437820435 - rollout_corr/rollout_is_ratio_fraction_high:0.00010676156671252102 - rollout_corr/rollout_is_ratio_fraction_low:0.0003558718890417367 - rollout_corr/rollout_is_max:3.37223482131958 - rollout_corr/rollout_is_min:0.16767345368862152 - rollout_corr/rollout_is_std:0.0357547253370285 - rollout_corr/rollout_is_eff_sample_size:0.9987229939897616 - rollout_corr/rollout_is_seq_mean:0.9999080896377563 - rollout_corr/rollout_is_seq_std:0.0023896635975688696 - rollout_corr/rollout_is_seq_max:1.0138732194900513 - rollout_corr/rollout_is_seq_min:0.9909143447875977 - rollout_corr/rollout_is_seq_max_deviation:0.01387321949005127 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0447961436584592) - rollout_corr/training_log_ppl:np.float64(0.043338377654436044) - rollout_corr/kl:np.float64(0.0011088096911056056) - rollout_corr/k3_kl:np.float64(0.0009628797115830423) - rollout_corr/rollout_ppl:np.float64(1.043627536855638) - rollout_corr/rollout_log_ppl:np.float64(0.04222956743615214) - rollout_corr/log_ppl_diff:np.float64(0.0011088102182839066) - rollout_corr/log_ppl_abs_diff:np.float64(0.0021916571058682166) - rollout_corr/log_ppl_diff_max:np.float64(0.01215120404958725) - rollout_corr/log_ppl_diff_min:np.float64(-0.007823154330253601) - rollout_corr/ppl_ratio:np.float64(1.0011134468950331) - rollout_corr/chi2_token:np.float64(0.0018072763923555613) - rollout_corr/chi2_seq:np.float64(0.7385764953214675) - actor/pg_loss:np.float64(-9.064516052603722e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00027790915828518337) - actor/ppo_kl:np.float64(0.00025082025372924477) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2098446674644947) - perf/mfu/actor:np.float64(0.06811855123371083) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.33757066726685) - actor/lr:np.float64(1e-06) - training/global_step:16 - training/epoch:0 - critic/score/mean:0.6953125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6953125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:329.296875 - response_length/max:986.0 - response_length/min:153.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:329.296875 - response_length_non_aborted/max:986.0 - response_length_non_aborted/min:153.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:405.65625 - prompt_length/max:495.0 - prompt_length/min:268.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00011428818106651306 - timing_s/agent_loop/generate_sequences/min:np.float64(1.7657798640429974) - timing_s/agent_loop/generate_sequences/max:np.float64(7.073206698521972) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.589238177832158) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.073206698521972) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) - timing_s/agent_loop/slo
|
||
step:17 - global_seqlen/min:19814 - global_seqlen/max:24781 - global_seqlen/minmax_diff:4967 - global_seqlen/balanced_min:22399 - global_seqlen/balanced_max:22405 - global_seqlen/mean:22402.75 - actor/entropy:0.0463063009083271 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.37268006801605225 - training/rollout_probs_diff_mean:0.00243695848621428 - training/rollout_probs_diff_std:0.01342450175434351 - training/rollout_actor_probs_pearson_corr:0.9932261109352112 - rollout_corr/rollout_is_mean:1.0002028942108154 - rollout_corr/rollout_is_ratio_fraction_high:0.00011625804472714663 - rollout_corr/rollout_is_ratio_fraction_low:0.0002712687710300088 - rollout_corr/rollout_is_max:4.591778755187988 - rollout_corr/rollout_is_min:0.15520279109477997 - rollout_corr/rollout_is_std:0.03565957769751549 - rollout_corr/rollout_is_eff_sample_size:0.9987304850623345 - rollout_corr/rollout_is_seq_mean:1.0001238584518433 - rollout_corr/rollout_is_seq_std:0.0025866213254630566 - rollout_corr/rollout_is_seq_max:1.0107158422470093 - rollout_corr/rollout_is_seq_min:0.9888857007026672 - rollout_corr/rollout_is_seq_max_deviation:0.011114299297332764 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0448525743559003) - rollout_corr/training_log_ppl:np.float64(0.04305281082724832) - rollout_corr/kl:np.float64(0.0008356443202188757) - rollout_corr/k3_kl:np.float64(0.0008811692904391322) - rollout_corr/rollout_ppl:np.float64(1.0439724740572274) - rollout_corr/rollout_log_ppl:np.float64(0.042217166343561985) - rollout_corr/log_ppl_diff:np.float64(0.0008356444836863375) - rollout_corr/log_ppl_abs_diff:np.float64(0.0021454203738358046) - rollout_corr/log_ppl_diff_max:np.float64(0.02130807936191559) - rollout_corr/log_ppl_diff_min:np.float64(-0.008684247732162476) - rollout_corr/ppl_ratio:np.float64(1.0008406278211623) - rollout_corr/chi2_token:np.float64(0.001763105159625411) - rollout_corr/chi2_seq:np.float64(1.3347710797097534) - actor/pg_loss:np.float64(-0.0001132437027990818) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003963027152167342) - actor/ppo_kl:np.float64(0.00024466345477236473) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.229076923802495) - perf/mfu/actor:np.float64(0.06566308456223045) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.31360244750977) - actor/lr:np.float64(1e-06) - training/global_step:17 - training/epoch:0 - critic/score/mean:0.5703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0013062882935628295 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0013062882935628295 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:302.3984375 - response_length/max:683.0 - response_length/min:150.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:302.3984375 - response_length_non_aborted/max:683.0 - response_length_non_aborted/min:150.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:397.6875 - prompt_length/max:518.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00015123561024665833 - timing_s/agent_loop/generate_sequences/min:np.float64(1.1555626168847084) - timing_s/agent_loop/generate_sequences/max:np.float64(5.389894874766469) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.027427659078967) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.389894874766469) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:18 - global_seqlen/min:20000 - global_seqlen/max:23598 - global_seqlen/minmax_diff:3598 - global_seqlen/balanced_min:21837 - global_seqlen/balanced_max:21838 - global_seqlen/mean:21837.75 - actor/entropy:0.03896229714155197 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7615939378738403 - training/rollout_probs_diff_mean:0.0023382746148854494 - training/rollout_probs_diff_std:0.014567550271749496 - training/rollout_actor_probs_pearson_corr:0.9904218316078186 - rollout_corr/rollout_is_mean:1.0000776052474976 - rollout_corr/rollout_is_ratio_fraction_high:0.00010664675937732682 - rollout_corr/rollout_is_ratio_fraction_low:0.00042658703750930727 - rollout_corr/rollout_is_max:4.670137405395508 - rollout_corr/rollout_is_min:0.1353355050086975 - rollout_corr/rollout_is_std:0.034609463065862656 - rollout_corr/rollout_is_eff_sample_size:0.9988037370269406 - rollout_corr/rollout_is_seq_mean:1.0001204013824463 - rollout_corr/rollout_is_seq_std:0.0025972514413297176 - rollout_corr/rollout_is_seq_max:1.0225214958190918 - rollout_corr/rollout_is_seq_min:0.9927294254302979 - rollout_corr/rollout_is_seq_max_deviation:0.022521495819091797 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.041425188537687) - rollout_corr/training_log_ppl:np.float64(0.03946447566659117) - rollout_corr/kl:np.float64(0.0011154848630654524) - rollout_corr/k3_kl:np.float64(0.0011972512637412613) - rollout_corr/rollout_ppl:np.float64(1.0402454063296318) - rollout_corr/rollout_log_ppl:np.float64(0.03834899080084142) - rollout_corr/log_ppl_diff:np.float64(0.0011154848657497496) - rollout_corr/log_ppl_abs_diff:np.float64(0.002522762328680983) - rollout_corr/log_ppl_diff_max:np.float64(0.016387417912483215) - rollout_corr/log_ppl_diff_min:np.float64(-0.008698612451553345) - rollout_corr/ppl_ratio:np.float64(1.001121771056205) - rollout_corr/chi2_token:np.float64(0.0035759725142270327) - rollout_corr/chi2_seq:np.float64(1.0916502529289573) - actor/pg_loss:np.float64(0.0002637462457641959) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006489941197287408) - actor/ppo_kl:np.float64(0.0005292700741037493) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.4650009907782078) - perf/mfu/actor:np.float64(0.06327140411758841) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.34241104125977) - actor/lr:np.float64(1e-06) - training/global_step:18 - training/epoch:0 - critic/score/mean:0.5546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0009464899776503444 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0009464899776503444 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:293.0234375 - response_length/max:647.0 - response_length/min:149.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:293.0234375 - response_length_non_aborted/max:647.0 - response_length_non_aborted/min:149.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:389.40625 - prompt_length/max:492.0 - prompt_length/min:206.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00020122528076171875 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8001448679715395) - timing_s/agent_loop/generate_sequences/max:np.float64(5.56584762968123) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.281876176064543) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.56584762968123) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:19 - global_seqlen/min:19905 - global_seqlen/max:26460 - global_seqlen/minmax_diff:6555 - global_seqlen/balanced_min:22852 - global_seqlen/balanced_max:22854 - global_seqlen/mean:22853.0 - actor/entropy:0.03838445246219635 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.41412943601608276 - training/rollout_probs_diff_mean:0.0021190159022808075 - training/rollout_probs_diff_std:0.012656391598284245 - training/rollout_actor_probs_pearson_corr:0.9927424788475037 - rollout_corr/rollout_is_mean:1.0001617670059204 - rollout_corr/rollout_is_ratio_fraction_high:0.00010653409117367119 - rollout_corr/rollout_is_ratio_fraction_low:0.00010653409117367119 - rollout_corr/rollout_is_max:5.301244258880615 - rollout_corr/rollout_is_min:0.061663877218961716 - rollout_corr/rollout_is_std:0.03153102472424507 - rollout_corr/rollout_is_eff_sample_size:0.9990069009605514 - rollout_corr/rollout_is_seq_mean:1.0001816749572754 - rollout_corr/rollout_is_seq_std:0.002223767340183258 - rollout_corr/rollout_is_seq_max:1.0155545473098755 - rollout_corr/rollout_is_seq_min:0.993762731552124 - rollout_corr/rollout_is_seq_max_deviation:0.015554547309875488 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.035927452147007) - rollout_corr/training_log_ppl:np.float64(0.0349866963479144) - rollout_corr/kl:np.float64(0.000972015449452357) - rollout_corr/k3_kl:np.float64(0.0007442191562265776) - rollout_corr/rollout_ppl:np.float64(1.0349205769598484) - rollout_corr/rollout_log_ppl:np.float64(0.03401468031370314) - rollout_corr/log_ppl_diff:np.float64(0.0009720160342112649) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018738987855613232) - rollout_corr/log_ppl_diff_max:np.float64(0.02324722521007061) - rollout_corr/log_ppl_diff_min:np.float64(-0.006566643714904785) - rollout_corr/ppl_ratio:np.float64(1.0009760349057615) - rollout_corr/chi2_token:np.float64(0.0009242140222340822) - rollout_corr/chi2_seq:np.float64(0.34708500327542424) - actor/pg_loss:np.float64(0.00011837633792310953) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003336126005706319) - actor/ppo_kl:np.float64(0.000562068689792472) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.22513309493660927) - perf/mfu/actor:np.float64(0.06660225748014949) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.41831588745117) - actor/lr:np.float64(1e-06) - training/global_step:19 - training/epoch:0 - critic/score/mean:0.63671875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.63671875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.002775804838165641 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.002775804838165641 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:330.0 - response_length/max:737.0 - response_length/min:153.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:330.0 - response_length_non_aborted/max:737.0 - response_length_non_aborted/min:153.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:384.15625 - prompt_length/max:494.0 - prompt_length/min:189.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.08550214767456e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.6514490824192762) - timing_s/agent_loop/generate_sequences/max:np.float64(5.689075980335474) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.537914513493888) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.689075980335474) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) -
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 20}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
The unit cell volume for a crystal with orthogonal lattice parameters (α = β = γ = 90.00º) is calculated using the formula:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 \approx 1094.31 $$
|
||
|
||
Thus, the unit cell volume is approximately 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_20
|
||
step:20 - global_seqlen/min:20761 - global_seqlen/max:26293 - global_seqlen/minmax_diff:5532 - global_seqlen/balanced_min:22881 - global_seqlen/balanced_max:22886 - global_seqlen/mean:22883.875 - actor/entropy:0.040829796344041824 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6767197847366333 - training/rollout_probs_diff_mean:0.0022959536872804165 - training/rollout_probs_diff_std:0.015229374170303345 - training/rollout_actor_probs_pearson_corr:0.990498960018158 - rollout_corr/rollout_is_mean:1.0000412464141846 - rollout_corr/rollout_is_ratio_fraction_high:0.00012437965779099613 - rollout_corr/rollout_is_ratio_fraction_low:0.00041045286343432963 - rollout_corr/rollout_is_max:3.4335153102874756 - rollout_corr/rollout_is_min:0.019543590024113655 - rollout_corr/rollout_is_std:0.03540291637182236 - rollout_corr/rollout_is_eff_sample_size:0.9987482024906889 - rollout_corr/rollout_is_seq_mean:1.0000364780426025 - rollout_corr/rollout_is_seq_std:0.0022689122706651688 - rollout_corr/rollout_is_seq_max:1.0094542503356934 - rollout_corr/rollout_is_seq_min:0.9915512204170227 - rollout_corr/rollout_is_seq_max_deviation:0.00945425033569336 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0418692524544895) - rollout_corr/training_log_ppl:np.float64(0.04061956122768606) - rollout_corr/kl:np.float64(0.0018356995592583303) - rollout_corr/k3_kl:np.float64(0.0017537820963298145) - rollout_corr/rollout_ppl:np.float64(1.0399280181154609) - rollout_corr/rollout_log_ppl:np.float64(0.0387838612887208) - rollout_corr/log_ppl_diff:np.float64(0.0018356999462412205) - rollout_corr/log_ppl_abs_diff:np.float64(0.0029169848930905573) - rollout_corr/log_ppl_diff_max:np.float64(0.0967784896492958) - rollout_corr/log_ppl_diff_min:np.float64(-0.007019244134426117) - rollout_corr/ppl_ratio:np.float64(1.0018716061022133) - rollout_corr/chi2_token:np.float64(0.0020720630418509245) - rollout_corr/chi2_seq:np.float64(0.8615165909286588) - actor/pg_loss:np.float64(0.00026437954511493444) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000842500560793269) - actor/ppo_kl:np.float64(0.0009866946499386131) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.3665076829493046) - perf/mfu/actor:np.float64(0.06644497641178498) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.37300872802734) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.6954787234042553) - val-aux/sciknoweval/reward/std@16:np.float64(0.05673634872061028) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7178085106382978) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.03705586901793213) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.675) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.05720844428095515) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.6972234042553191) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.05582239840843878) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7309255319148935) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.022313915758041675) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.6530638297872341) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.054445750732956544) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7015319148936169) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.04185952319961764) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7392872340425531) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.012458186908246488) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.6295851063829787) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.04789796807680137) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7015319148936171) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.026179899924259224) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.7431063829787234)
|
||
step:21 - global_seqlen/min:20225 - global_seqlen/max:25681 - global_seqlen/minmax_diff:5456 - global_seqlen/balanced_min:23009 - global_seqlen/balanced_max:23017 - global_seqlen/mean:23014.375 - actor/entropy:0.04493596777319908 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9706429243087769 - training/rollout_probs_diff_mean:0.0024657186586409807 - training/rollout_probs_diff_std:0.01483361516147852 - training/rollout_actor_probs_pearson_corr:0.9916916489601135 - rollout_corr/rollout_is_mean:0.9998268485069275 - rollout_corr/rollout_is_ratio_fraction_high:6.008820855640806e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00037254689959809184 - rollout_corr/rollout_is_max:2.550130605697632 - rollout_corr/rollout_is_min:2.836771818692796e-05 - rollout_corr/rollout_is_std:0.03629247099161148 - rollout_corr/rollout_is_eff_sample_size:0.9986843513528347 - rollout_corr/rollout_is_seq_mean:0.9997856616973877 - rollout_corr/rollout_is_seq_std:0.0021155045833438635 - rollout_corr/rollout_is_seq_max:1.0108908414840698 - rollout_corr/rollout_is_seq_min:0.9926724433898926 - rollout_corr/rollout_is_seq_max_deviation:0.010890841484069824 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0451039499603212) - rollout_corr/training_log_ppl:np.float64(0.04355830265376426) - rollout_corr/kl:np.float64(0.0011976572949095043) - rollout_corr/k3_kl:np.float64(0.0010930493323459967) - rollout_corr/rollout_ppl:np.float64(1.0438524163328111) - rollout_corr/rollout_log_ppl:np.float64(0.0423606450913212) - rollout_corr/log_ppl_diff:np.float64(0.0011976575697190128) - rollout_corr/log_ppl_abs_diff:np.float64(0.00206501908314749) - rollout_corr/log_ppl_diff_max:np.float64(0.03474971652030945) - rollout_corr/log_ppl_diff_min:np.float64(-0.006067708134651184) - rollout_corr/ppl_ratio:np.float64(1.0012036834377795) - rollout_corr/chi2_token:np.float64(0.0016887260135263205) - rollout_corr/chi2_seq:np.float64(0.3236536830663681) - actor/pg_loss:np.float64(2.0634150132536888e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0009130278394877678) - actor/ppo_kl:np.float64(0.00012112113509132882) - actor/pg_clipfrac_lower:np.float64(1.4796401956118643e-05) - actor/grad_norm:np.float64(0.42226750403642654) - perf/mfu/actor:np.float64(0.06720410238218269) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.24273300170898) - actor/lr:np.float64(1e-06) - training/global_step:21 - training/epoch:0 - critic/score/mean:0.546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0004506615805439651 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0004506615805439651 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:325.04296875 - response_length/max:793.0 - response_length/min:146.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:325.04296875 - response_length_non_aborted/max:793.0 - response_length_non_aborted/min:146.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:394.15625 - prompt_length/max:524.0 - prompt_length/min:200.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:6.0755759477615356e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.4703508745878935) - timing_s/agent_loop/generate_sequences/max:np.float64(6.180332293733954) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.4129051694835653) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.180332293733954) - timing_s/agent_loo
|
||
step:22 - global_seqlen/min:18410 - global_seqlen/max:26029 - global_seqlen/minmax_diff:7619 - global_seqlen/balanced_min:22729 - global_seqlen/balanced_max:22733 - global_seqlen/mean:22730.625 - actor/entropy:0.04354904219508171 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5994649529457092 - training/rollout_probs_diff_mean:0.002329489216208458 - training/rollout_probs_diff_std:0.013881352730095387 - training/rollout_actor_probs_pearson_corr:0.9925063848495483 - rollout_corr/rollout_is_mean:1.0000649690628052 - rollout_corr/rollout_is_ratio_fraction_high:0.0001294406974921003 - rollout_corr/rollout_is_ratio_fraction_low:0.00024711404694244266 - rollout_corr/rollout_is_max:3.9057557582855225 - rollout_corr/rollout_is_min:0.03691454231739044 - rollout_corr/rollout_is_std:0.03593597561120987 - rollout_corr/rollout_is_eff_sample_size:0.9987105091185257 - rollout_corr/rollout_is_seq_mean:1.0000625848770142 - rollout_corr/rollout_is_seq_std:0.0021109809167683125 - rollout_corr/rollout_is_seq_max:1.0080187320709229 - rollout_corr/rollout_is_seq_min:0.9923405647277832 - rollout_corr/rollout_is_seq_max_deviation:0.008018732070922852 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0428022961132228) - rollout_corr/training_log_ppl:np.float64(0.041575555958843324) - rollout_corr/kl:np.float64(0.0007461832131205881) - rollout_corr/k3_kl:np.float64(0.0008189501936222143) - rollout_corr/rollout_ppl:np.float64(1.0420160847716033) - rollout_corr/rollout_log_ppl:np.float64(0.04082937218663574) - rollout_corr/log_ppl_diff:np.float64(0.000746183772207587) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018291979340574471) - rollout_corr/log_ppl_diff_max:np.float64(0.01106233149766922) - rollout_corr/log_ppl_diff_min:np.float64(-0.005633614957332611) - rollout_corr/ppl_ratio:np.float64(1.0007491316646338) - rollout_corr/chi2_token:np.float64(0.0018020751886069775) - rollout_corr/chi2_seq:np.float64(0.6032293292228132) - actor/pg_loss:np.float64(0.00015866453759372234) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00025709564761200454) - actor/ppo_kl:np.float64(6.950214837875279e-05) - actor/pg_clipfrac_lower:np.float64(1.076101943908725e-05) - actor/grad_norm:np.float64(0.2663578763604164) - perf/mfu/actor:np.float64(0.06676206427732029) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.41703414916992) - actor/lr:np.float64(1e-06) - training/global_step:22 - training/epoch:0 - critic/score/mean:0.75 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.75 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.001550346496514976 - critic/advantages/max:0.25 - critic/advantages/min:-0.875 - critic/returns/mean:-0.001550346496514976 - critic/returns/max:0.25 - critic/returns/min:-0.875 - response_length/mean:331.95703125 - response_length/max:720.0 - response_length/min:163.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:331.95703125 - response_length_non_aborted/max:720.0 - response_length_non_aborted/min:163.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:378.375 - prompt_length/max:509.0 - prompt_length/min:261.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.372163236141205e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.124783132225275) - timing_s/agent_loop/generate_sequences/max:np.float64(5.772342914715409) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.204808233123913) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.772342914715409) - timing_s/agent_loop/slowest/tool_ca
|
||
step:23 - global_seqlen/min:16183 - global_seqlen/max:25704 - global_seqlen/minmax_diff:9521 - global_seqlen/balanced_min:22001 - global_seqlen/balanced_max:22003 - global_seqlen/mean:22002.25 - actor/entropy:0.045259740203619 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8767268061637878 - training/rollout_probs_diff_mean:0.002389344619587064 - training/rollout_probs_diff_std:0.013534430414438248 - training/rollout_actor_probs_pearson_corr:0.9929080009460449 - rollout_corr/rollout_is_mean:0.9998787045478821 - rollout_corr/rollout_is_ratio_fraction_high:8.998122939374298e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0003599249175749719 - rollout_corr/rollout_is_max:3.176034688949585 - rollout_corr/rollout_is_min:0.004620974883437157 - rollout_corr/rollout_is_std:0.03346775472164154 - rollout_corr/rollout_is_eff_sample_size:0.9988809248290607 - rollout_corr/rollout_is_seq_mean:0.9999144077301025 - rollout_corr/rollout_is_seq_std:0.001997526967898011 - rollout_corr/rollout_is_seq_max:1.0090209245681763 - rollout_corr/rollout_is_seq_min:0.9943142533302307 - rollout_corr/rollout_is_seq_max_deviation:0.00902092456817627 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.043508417904377) - rollout_corr/training_log_ppl:np.float64(0.042274245090993645) - rollout_corr/kl:np.float64(0.0009261817039174502) - rollout_corr/k3_kl:np.float64(0.00077575315688172) - rollout_corr/rollout_ppl:np.float64(1.0425332817249) - rollout_corr/rollout_log_ppl:np.float64(0.04134806297315663) - rollout_corr/log_ppl_diff:np.float64(0.0009261821178370155) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019429696185397916) - rollout_corr/log_ppl_diff_max:np.float64(0.010432511568069458) - rollout_corr/log_ppl_diff_min:np.float64(-0.006018925458192825) - rollout_corr/ppl_ratio:np.float64(1.0009296950884163) - rollout_corr/chi2_token:np.float64(0.0012991195544600487) - rollout_corr/chi2_seq:np.float64(0.5500934515148401) - actor/pg_loss:np.float64(-2.4922890588641167e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(5.291479828883894e-05) - actor/ppo_kl:np.float64(0.00016697796750975158) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.05438255472108722) - perf/mfu/actor:np.float64(0.06368270389166085) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.47252655029297) - actor/lr:np.float64(1e-06) - training/global_step:23 - training/epoch:0 - critic/score/mean:0.80859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.80859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0011488675372675061 - critic/advantages/max:0.125 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0011488675372675061 - critic/returns/max:0.125 - critic/returns/min:-0.875 - response_length/mean:303.8828125 - response_length/max:650.0 - response_length/min:159.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:303.8828125 - response_length_non_aborted/max:650.0 - response_length_non_aborted/min:159.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:383.6875 - prompt_length/max:493.0 - prompt_length/min:257.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.594244718551636e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8659123498946428) - timing_s/agent_loop/generate_sequences/max:np.float64(5.346146440133452) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.33719733444741) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.346146440133452) - timing_s/agent_loop/slowest/tool_calls:np.floa
|
||
step:24 - global_seqlen/min:20314 - global_seqlen/max:26171 - global_seqlen/minmax_diff:5857 - global_seqlen/balanced_min:23498 - global_seqlen/balanced_max:23504 - global_seqlen/mean:23502.25 - actor/entropy:0.041591692715883255 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9998687505722046 - training/rollout_probs_diff_mean:0.002245469717308879 - training/rollout_probs_diff_std:0.01447212416678667 - training/rollout_actor_probs_pearson_corr:0.9912927746772766 - rollout_corr/rollout_is_mean:0.9998348355293274 - rollout_corr/rollout_is_ratio_fraction_high:7.806053326930851e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00031224213307723403 - rollout_corr/rollout_is_max:2.817819356918335 - rollout_corr/rollout_is_min:9.455720828555059e-08 - rollout_corr/rollout_is_std:0.03345706686377525 - rollout_corr/rollout_is_eff_sample_size:0.9988817574281683 - rollout_corr/rollout_is_seq_mean:0.9998316764831543 - rollout_corr/rollout_is_seq_std:0.001975232968106866 - rollout_corr/rollout_is_seq_max:1.0053426027297974 - rollout_corr/rollout_is_seq_min:0.9929408431053162 - rollout_corr/rollout_is_seq_max_deviation:0.007059156894683838 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.041077284142375) - rollout_corr/training_log_ppl:np.float64(0.03989186929902644) - rollout_corr/kl:np.float64(0.001015942492461619) - rollout_corr/k3_kl:np.float64(0.0010839477918005436) - rollout_corr/rollout_ppl:np.float64(1.0400033150799572) - rollout_corr/rollout_log_ppl:np.float64(0.03887592650971783) - rollout_corr/log_ppl_diff:np.float64(0.0010159427893086104) - rollout_corr/log_ppl_abs_diff:np.float64(0.0020764827550010523) - rollout_corr/log_ppl_diff_max:np.float64(0.05382328853011131) - rollout_corr/log_ppl_diff_min:np.float64(-0.005679916590452194) - rollout_corr/ppl_ratio:np.float64(1.0010282266885042) - rollout_corr/chi2_token:np.float64(0.0016270780470222235) - rollout_corr/chi2_seq:np.float64(0.6201781923882663) - actor/pg_loss:np.float64(0.00023143517319113016) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023588482963532442) - actor/ppo_kl:np.float64(-0.000204702424177583) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.20537637174129486) - perf/mfu/actor:np.float64(0.06762185663414236) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.49060821533203) - actor/lr:np.float64(1e-06) - training/global_step:24 - training/epoch:0 - critic/score/mean:0.89453125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.89453125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0008238173904828727 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0008238173904828727 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:350.2890625 - response_length/max:738.0 - response_length/min:171.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:350.2890625 - response_length_non_aborted/max:738.0 - response_length_non_aborted/min:171.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:384.15625 - prompt_length/max:477.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014334917068481445 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0240103006362915) - timing_s/agent_loop/generate_sequences/max:np.float64(6.07601099088788) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.818593486685131) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.07601099088788) - timing_s/agent_loop/slowest/tool_calls:
|
||
step:25 - global_seqlen/min:17633 - global_seqlen/max:25737 - global_seqlen/minmax_diff:8104 - global_seqlen/balanced_min:22612 - global_seqlen/balanced_max:22618 - global_seqlen/mean:22615.75 - actor/entropy:0.04362443462014198 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5922955274581909 - training/rollout_probs_diff_mean:0.0024653850123286247 - training/rollout_probs_diff_std:0.014283888041973114 - training/rollout_actor_probs_pearson_corr:0.9920059442520142 - rollout_corr/rollout_is_mean:0.9999774098396301 - rollout_corr/rollout_is_ratio_fraction_high:0.0001481957151554525 - rollout_corr/rollout_is_ratio_fraction_low:0.00028404180193319917 - rollout_corr/rollout_is_max:3.445549726486206 - rollout_corr/rollout_is_min:0.03414463624358177 - rollout_corr/rollout_is_std:0.035899464040994644 - rollout_corr/rollout_is_eff_sample_size:0.9987125304574529 - rollout_corr/rollout_is_seq_mean:0.9998875856399536 - rollout_corr/rollout_is_seq_std:0.0023354438599199057 - rollout_corr/rollout_is_seq_max:1.008617639541626 - rollout_corr/rollout_is_seq_min:0.9919745326042175 - rollout_corr/rollout_is_seq_max_deviation:0.008617639541625977 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0493602002970874) - rollout_corr/training_log_ppl:np.float64(0.047062202538654674) - rollout_corr/kl:np.float64(0.0011820345746613725) - rollout_corr/k3_kl:np.float64(0.0010784849316571865) - rollout_corr/rollout_ppl:np.float64(1.0481097651645541) - rollout_corr/rollout_log_ppl:np.float64(0.045880167574068764) - rollout_corr/log_ppl_diff:np.float64(0.0011820349645859096) - rollout_corr/log_ppl_abs_diff:np.float64(0.00221388423233293) - rollout_corr/log_ppl_diff_max:np.float64(0.014117575250566006) - rollout_corr/log_ppl_diff_min:np.float64(-0.009414911270141602) - rollout_corr/ppl_ratio:np.float64(1.0011872979812324) - rollout_corr/chi2_token:np.float64(0.002581575885415077) - rollout_corr/chi2_seq:np.float64(0.5620029144920409) - actor/pg_loss:np.float64(7.945706602185965e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002110175996676844) - actor/ppo_kl:np.float64(0.00026081126885202366) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.21556227281689644) - perf/mfu/actor:np.float64(0.06516885409122161) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.4535026550293) - actor/lr:np.float64(1e-06) - training/global_step:25 - training/epoch:0 - critic/score/mean:0.6796875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6796875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0030426434241235256 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:0.0030426434241235256 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:316.3046875 - response_length/max:696.0 - response_length/min:134.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:316.3046875 - response_length_non_aborted/max:696.0 - response_length_non_aborted/min:134.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.4375 - prompt_length/max:481.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.837187826633453e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.5630173198878765) - timing_s/agent_loop/generate_sequences/max:np.float64(5.738300919532776) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.379125988969463) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.738300919532776) - timing_s/agent_loop/slowest/tool_calls:np.float
|
||
step:26 - global_seqlen/min:21890 - global_seqlen/max:25976 - global_seqlen/minmax_diff:4086 - global_seqlen/balanced_min:23476 - global_seqlen/balanced_max:23483 - global_seqlen/mean:23481.125 - actor/entropy:0.045579973608255386 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9706757068634033 - training/rollout_probs_diff_mean:0.0026706012431532145 - training/rollout_probs_diff_std:0.01532005611807108 - training/rollout_actor_probs_pearson_corr:0.9912408590316772 - rollout_corr/rollout_is_mean:0.9999898672103882 - rollout_corr/rollout_is_ratio_fraction_high:8.118295227177441e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0003827196196652949 - rollout_corr/rollout_is_max:3.0358901023864746 - rollout_corr/rollout_is_min:1.1825401998066809e-05 - rollout_corr/rollout_is_std:0.03693227097392082 - rollout_corr/rollout_is_eff_sample_size:0.9986379841355687 - rollout_corr/rollout_is_seq_mean:0.9999938011169434 - rollout_corr/rollout_is_seq_std:0.002214487874880433 - rollout_corr/rollout_is_seq_max:1.0080057382583618 - rollout_corr/rollout_is_seq_min:0.9936314821243286 - rollout_corr/rollout_is_seq_max_deviation:0.008005738258361816 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0473792543634772) - rollout_corr/training_log_ppl:np.float64(0.04601353934776853) - rollout_corr/kl:np.float64(0.0009864631402276558) - rollout_corr/k3_kl:np.float64(0.0009527379513656342) - rollout_corr/rollout_ppl:np.float64(1.0463388008065522) - rollout_corr/rollout_log_ppl:np.float64(0.045027075730104116) - rollout_corr/log_ppl_diff:np.float64(0.0009864636176644126) - rollout_corr/log_ppl_abs_diff:np.float64(0.002059470103631611) - rollout_corr/log_ppl_diff_max:np.float64(0.01571808010339737) - rollout_corr/log_ppl_diff_min:np.float64(-0.006790239363908768) - rollout_corr/ppl_ratio:np.float64(1.0009906524792314) - rollout_corr/chi2_token:np.float64(0.0019492092542350292) - rollout_corr/chi2_seq:np.float64(1.0629137614741921) - actor/pg_loss:np.float64(3.956095315515995e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000325970333051373) - actor/ppo_kl:np.float64(0.00016295430630419716) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.23984023183584213) - perf/mfu/actor:np.float64(0.06821446108850142) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(101.53064727783203) - actor/lr:np.float64(1e-06) - training/global_step:26 - training/epoch:0 - critic/score/mean:0.65234375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.65234375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.002621049527078867 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.002621049527078867 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:336.81640625 - response_length/max:701.0 - response_length/min:165.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:336.81640625 - response_length_non_aborted/max:701.0 - response_length_non_aborted/min:165.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:396.96875 - prompt_length/max:491.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001916065812110901 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8374372590333223) - timing_s/agent_loop/generate_sequences/max:np.float64(5.8689656760543585) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.6888440722759697) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.8689656760543585) - timing_s/agent_loop/slowest/tool_c
|
||
step:27 - global_seqlen/min:20113 - global_seqlen/max:26304 - global_seqlen/minmax_diff:6191 - global_seqlen/balanced_min:23304 - global_seqlen/balanced_max:23307 - global_seqlen/mean:23305.75 - actor/entropy:0.03360840678215027 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7172134518623352 - training/rollout_probs_diff_mean:0.0018713483586907387 - training/rollout_probs_diff_std:0.012340115383267403 - training/rollout_actor_probs_pearson_corr:0.9924281239509583 - rollout_corr/rollout_is_mean:1.0001565217971802 - rollout_corr/rollout_is_ratio_fraction_high:0.00014184732572175562 - rollout_corr/rollout_is_ratio_fraction_low:0.00024823282728902996 - rollout_corr/rollout_is_max:4.4510602951049805 - rollout_corr/rollout_is_min:0.18729040026664734 - rollout_corr/rollout_is_std:0.03218955174088478 - rollout_corr/rollout_is_eff_sample_size:0.9989651433115747 - rollout_corr/rollout_is_seq_mean:1.0001486539840698 - rollout_corr/rollout_is_seq_std:0.00219075009226799 - rollout_corr/rollout_is_seq_max:1.0124483108520508 - rollout_corr/rollout_is_seq_min:0.9954181909561157 - rollout_corr/rollout_is_seq_max_deviation:0.012448310852050781 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0357399084605277) - rollout_corr/training_log_ppl:np.float64(0.0347986096785462) - rollout_corr/kl:np.float64(0.0008901205218698749) - rollout_corr/k3_kl:np.float64(0.0009873300563949527) - rollout_corr/rollout_ppl:np.float64(1.0348039334639907) - rollout_corr/rollout_log_ppl:np.float64(0.0339084887127683) - rollout_corr/log_ppl_diff:np.float64(0.0008901209657778963) - rollout_corr/log_ppl_abs_diff:np.float64(0.0020289634303480852) - rollout_corr/log_ppl_diff_max:np.float64(0.032865457236766815) - rollout_corr/log_ppl_diff_min:np.float64(-0.007571380585432053) - rollout_corr/ppl_ratio:np.float64(1.000895927194506) - rollout_corr/chi2_token:np.float64(0.0020306783262640238) - rollout_corr/chi2_seq:np.float64(0.9142170131672174) - actor/pg_loss:np.float64(3.3000833354890347e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00024783711933196173) - actor/ppo_kl:np.float64(0.00044361639040602086) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2805748023092747) - perf/mfu/actor:np.float64(0.06768846515249424) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.25595092773438) - actor/lr:np.float64(1e-06) - training/global_step:27 - training/epoch:1 - critic/score/mean:0.8203125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.8203125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.004546502139419317 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:0.004546502139419317 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:330.4609375 - response_length/max:808.0 - response_length/min:166.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:330.4609375 - response_length_non_aborted/max:808.0 - response_length_non_aborted/min:166.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:397.84375 - prompt_length/max:494.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00021702423691749573 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9053292758762836) - timing_s/agent_loop/generate_sequences/max:np.float64(6.251024179160595) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.584437644276477) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.251024179160595) - timing_s/agent_loop/slowest/tool_calls:np.flo
|
||
step:28 - global_seqlen/min:19880 - global_seqlen/max:27721 - global_seqlen/minmax_diff:7841 - global_seqlen/balanced_min:23130 - global_seqlen/balanced_max:23140 - global_seqlen/mean:23137.0 - actor/entropy:0.05440784618258476 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4863184690475464 - training/rollout_probs_diff_mean:0.0024080276489257812 - training/rollout_probs_diff_std:0.013055422343313694 - training/rollout_actor_probs_pearson_corr:0.9944478273391724 - rollout_corr/rollout_is_mean:1.000238299369812 - rollout_corr/rollout_is_ratio_fraction_high:9.016319381771609e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00025921917404048145 - rollout_corr/rollout_is_max:7.410891056060791 - rollout_corr/rollout_is_min:0.13879206776618958 - rollout_corr/rollout_is_std:0.034511156380176544 - rollout_corr/rollout_is_eff_sample_size:0.9988107536069124 - rollout_corr/rollout_is_seq_mean:1.0002248287200928 - rollout_corr/rollout_is_seq_std:0.0022856718860566616 - rollout_corr/rollout_is_seq_max:1.0136717557907104 - rollout_corr/rollout_is_seq_min:0.993253767490387 - rollout_corr/rollout_is_seq_max_deviation:0.01367175579071045 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0518874395638704) - rollout_corr/training_log_ppl:np.float64(0.049300971942557226) - rollout_corr/kl:np.float64(0.0007346817514148896) - rollout_corr/k3_kl:np.float64(0.000867667970940289) - rollout_corr/rollout_ppl:np.float64(1.0511001562699676) - rollout_corr/rollout_log_ppl:np.float64(0.04856628991092293) - rollout_corr/log_ppl_diff:np.float64(0.0007346820316342928) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017266277386625006) - rollout_corr/log_ppl_diff_max:np.float64(0.00947115570306778) - rollout_corr/log_ppl_diff_min:np.float64(-0.006286837160587311) - rollout_corr/ppl_ratio:np.float64(1.0007377294823527) - rollout_corr/chi2_token:np.float64(0.0020542640704661608) - rollout_corr/chi2_seq:np.float64(0.4279042992275208) - actor/pg_loss:np.float64(-4.434306174516678e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023718912325421115) - actor/ppo_kl:np.float64(0.00025536056455521816) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.23834340274333954) - perf/mfu/actor:np.float64(0.06741080035227487) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.25299072265625) - actor/lr:np.float64(1e-06) - training/global_step:28 - training/epoch:1 - critic/score/mean:0.6171875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6171875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.004911076743155718 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.004911076743155718 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:346.59375 - response_length/max:828.0 - response_length/min:107.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:346.59375 - response_length_non_aborted/max:828.0 - response_length_non_aborted/min:107.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:376.4375 - prompt_length/max:478.0 - prompt_length/min:190.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014181248843669891 - timing_s/agent_loop/generate_sequences/min:np.float64(1.1437689363956451) - timing_s/agent_loop/generate_sequences/max:np.float64(6.196736728772521) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.438780921183934) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.196736728772521) - timing_s/agent_loop/slowest/tool_calls:np.floa
|
||
step:29 - global_seqlen/min:19790 - global_seqlen/max:28657 - global_seqlen/minmax_diff:8867 - global_seqlen/balanced_min:23982 - global_seqlen/balanced_max:23987 - global_seqlen/mean:23984.625 - actor/entropy:0.030021118000149727 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6650738716125488 - training/rollout_probs_diff_mean:0.0018870807252824306 - training/rollout_probs_diff_std:0.012741130776703358 - training/rollout_actor_probs_pearson_corr:0.9910599589347839 - rollout_corr/rollout_is_mean:1.0000355243682861 - rollout_corr/rollout_is_ratio_fraction_high:0.0001472237054258585 - rollout_corr/rollout_is_ratio_fraction_low:0.0003284220874775201 - rollout_corr/rollout_is_max:5.969290256500244 - rollout_corr/rollout_is_min:0.02673604153096676 - rollout_corr/rollout_is_std:0.033001456409692764 - rollout_corr/rollout_is_eff_sample_size:0.9989119698204697 - rollout_corr/rollout_is_seq_mean:1.0000556707382202 - rollout_corr/rollout_is_seq_std:0.002674776129424572 - rollout_corr/rollout_is_seq_max:1.017096996307373 - rollout_corr/rollout_is_seq_min:0.9926179647445679 - rollout_corr/rollout_is_seq_max_deviation:0.017096996307373047 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0329697006382048) - rollout_corr/training_log_ppl:np.float64(0.032201128145061375) - rollout_corr/kl:np.float64(0.0009554920058079119) - rollout_corr/k3_kl:np.float64(0.0009288907390754275) - rollout_corr/rollout_ppl:np.float64(1.0319800111465156) - rollout_corr/rollout_log_ppl:np.float64(0.031245635787854553) - rollout_corr/log_ppl_diff:np.float64(0.0009554923572068219) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018781634162223781) - rollout_corr/log_ppl_diff_max:np.float64(0.015385210514068604) - rollout_corr/log_ppl_diff_min:np.float64(-0.007063932716846466) - rollout_corr/ppl_ratio:np.float64(1.0009591272100806) - rollout_corr/chi2_token:np.float64(0.0030820860993117094) - rollout_corr/chi2_seq:np.float64(1.002304163761437) - actor/pg_loss:np.float64(0.00011053378693759441) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00043514460821825196) - actor/ppo_kl:np.float64(0.00021312317062438524) - actor/pg_clipfrac_lower:np.float64(1.0306728654541075e-05) - actor/grad_norm:np.float64(0.2175781037658453) - perf/mfu/actor:np.float64(0.06936433677395533) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.33856582641602) - actor/lr:np.float64(1e-06) - training/global_step:29 - training/epoch:1 - critic/score/mean:0.68359375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.68359375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0026202986482530832 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0026202986482530832 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:344.92578125 - response_length/max:739.0 - response_length/min:159.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:344.92578125 - response_length_non_aborted/max:739.0 - response_length_non_aborted/min:159.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:404.59375 - prompt_length/max:512.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00013334676623344421 - timing_s/agent_loop/generate_sequences/min:np.float64(1.743859464302659) - timing_s/agent_loop/generate_sequences/max:np.float64(6.019832329824567) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.6303252360521583) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.019832329824567) - timing_s/age
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 30}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
The unit cell volume for a crystal with orthogonal lattice parameters (α = β = γ = 90.00º) can be calculated using the formula:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 \approx 1094.31 $$
|
||
|
||
Thus, the volume of the unit cell is approximately 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_30
|
||
step:30 - global_seqlen/min:20834 - global_seqlen/max:31260 - global_seqlen/minmax_diff:10426 - global_seqlen/balanced_min:26154 - global_seqlen/balanced_max:26159 - global_seqlen/mean:26157.625 - actor/entropy:0.04098328948020935 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7479928135871887 - training/rollout_probs_diff_mean:0.002162351505830884 - training/rollout_probs_diff_std:0.013324693776667118 - training/rollout_actor_probs_pearson_corr:0.9926473498344421 - rollout_corr/rollout_is_mean:1.0001035928726196 - rollout_corr/rollout_is_ratio_fraction_high:0.00011599470599321648 - rollout_corr/rollout_is_ratio_fraction_low:0.00019332450756337494 - rollout_corr/rollout_is_max:4.358939170837402 - rollout_corr/rollout_is_min:0.017727527767419815 - rollout_corr/rollout_is_std:0.033197738230228424 - rollout_corr/rollout_is_eff_sample_size:0.9988993612770696 - rollout_corr/rollout_is_seq_mean:1.0001381635665894 - rollout_corr/rollout_is_seq_std:0.002059181686490774 - rollout_corr/rollout_is_seq_max:1.0120402574539185 - rollout_corr/rollout_is_seq_min:0.991795003414154 - rollout_corr/rollout_is_seq_max_deviation:0.012040257453918457 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.047046871855855) - rollout_corr/training_log_ppl:np.float64(0.04482210733476677) - rollout_corr/kl:np.float64(0.000570720605579389) - rollout_corr/k3_kl:np.float64(0.0009003356013366215) - rollout_corr/rollout_ppl:np.float64(1.0464187851175666) - rollout_corr/rollout_log_ppl:np.float64(0.044251386911128066) - rollout_corr/log_ppl_diff:np.float64(0.0005707204236387042) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015987365750333993) - rollout_corr/log_ppl_diff_max:np.float64(0.01038980484008789) - rollout_corr/log_ppl_diff_min:np.float64(-0.0075468141585588455) - rollout_corr/ppl_ratio:np.float64(1.0005733871366829) - rollout_corr/chi2_token:np.float64(0.0030484930612146854) - rollout_corr/chi2_seq:np.float64(0.9922418568748981) - actor/pg_loss:np.float64(-5.303020589053631e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002557900356805476) - actor/ppo_kl:np.float64(8.289198712319035e-06) - actor/pg_clipfrac_lower:np.float64(1.169535971712321e-05) - actor/grad_norm:np.float64(0.25283773243427277) - perf/mfu/actor:np.float64(0.07488209255568148) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.44367218017578) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7167553191489362) - val-aux/sciknoweval/reward/std@16:np.float64(0.04836419760222217) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.734031914893617) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.02920582335590251) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.6987659574468085) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.05227484092241596) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7164574468085108) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.048321703643777844) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7433404255319148) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.015697991544214862) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.6767978723404255) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.05188436658008571) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7230425531914895) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.034521592859457155) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7482446808510639) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.008716267240126854) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.654031914893617) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.0445327976940271) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7267765957446808) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.02009514118888133) - val-aux/sciknoweval/reward/best@16/mean
|
||
step:31 - global_seqlen/min:22362 - global_seqlen/max:26133 - global_seqlen/minmax_diff:3771 - global_seqlen/balanced_min:24193 - global_seqlen/balanced_max:24197 - global_seqlen/mean:24195.625 - actor/entropy:0.041051458567380905 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5331467390060425 - training/rollout_probs_diff_mean:0.0020818959455937147 - training/rollout_probs_diff_std:0.012100167572498322 - training/rollout_actor_probs_pearson_corr:0.9940868020057678 - rollout_corr/rollout_is_mean:1.000025749206543 - rollout_corr/rollout_is_ratio_fraction_high:6.494842091342434e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00015154630818869919 - rollout_corr/rollout_is_max:2.6787970066070557 - rollout_corr/rollout_is_min:0.06881428509950638 - rollout_corr/rollout_is_std:0.03130907192826271 - rollout_corr/rollout_is_eff_sample_size:0.9990207019767339 - rollout_corr/rollout_is_seq_mean:1.0000669956207275 - rollout_corr/rollout_is_seq_std:0.0018148089293390512 - rollout_corr/rollout_is_seq_max:1.0074193477630615 - rollout_corr/rollout_is_seq_min:0.993800938129425 - rollout_corr/rollout_is_seq_max_deviation:0.0074193477630615234 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0434305830858648) - rollout_corr/training_log_ppl:np.float64(0.04203238038462587) - rollout_corr/kl:np.float64(0.0007811994401852596) - rollout_corr/k3_kl:np.float64(0.0010347507429706582) - rollout_corr/rollout_ppl:np.float64(1.0426035225391388) - rollout_corr/rollout_log_ppl:np.float64(0.041251180472045235) - rollout_corr/log_ppl_diff:np.float64(0.0007811999125806324) - rollout_corr/log_ppl_abs_diff:np.float64(0.0020230914319654403) - rollout_corr/log_ppl_diff_max:np.float64(0.012856822460889816) - rollout_corr/log_ppl_diff_min:np.float64(-0.010156881995499134) - rollout_corr/ppl_ratio:np.float64(1.0007853372953832) - rollout_corr/chi2_token:np.float64(0.002933218376711011) - rollout_corr/chi2_seq:np.float64(1.7169771187473089) - actor/pg_loss:np.float64(0.00024299102369695902) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00033148087550216587) - actor/ppo_kl:np.float64(0.0003257236089493354) - actor/pg_clipfrac_lower:np.float64(2.867059356503887e-05) - actor/grad_norm:np.float64(0.1899427566677332) - perf/mfu/actor:np.float64(0.06967584496041151) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.16240692138672) - actor/lr:np.float64(1e-06) - training/global_step:31 - training/epoch:1 - critic/score/mean:0.63671875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.63671875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0014708110829815269 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0014708110829815269 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:360.86328125 - response_length/max:872.0 - response_length/min:159.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:360.86328125 - response_length_non_aborted/max:872.0 - response_length_non_aborted/min:159.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:395.25 - prompt_length/max:492.0 - prompt_length/min:266.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.458667874336243e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.757045580074191) - timing_s/agent_loop/generate_sequences/max:np.float64(6.3989690616726875) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.7471343511351733) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.3989690616726875) - timing_s/agent_lo
|
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step:32 - global_seqlen/min:18953 - global_seqlen/max:28527 - global_seqlen/minmax_diff:9574 - global_seqlen/balanced_min:24327 - global_seqlen/balanced_max:24331 - global_seqlen/mean:24329.875 - actor/entropy:0.037253238260746 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5851324200630188 - training/rollout_probs_diff_mean:0.0019729994237422943 - training/rollout_probs_diff_std:0.01258387602865696 - training/rollout_actor_probs_pearson_corr:0.9927456974983215 - rollout_corr/rollout_is_mean:1.0000933408737183 - rollout_corr/rollout_is_ratio_fraction_high:9.65841391007416e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001931682782014832 - rollout_corr/rollout_is_max:3.0360348224639893 - rollout_corr/rollout_is_min:0.059966862201690674 - rollout_corr/rollout_is_std:0.03227276727557182 - rollout_corr/rollout_is_eff_sample_size:0.9989597900192954 - rollout_corr/rollout_is_seq_mean:1.000119924545288 - rollout_corr/rollout_is_seq_std:0.002079813042655587 - rollout_corr/rollout_is_seq_max:1.0103451013565063 - rollout_corr/rollout_is_seq_min:0.9926933646202087 - rollout_corr/rollout_is_seq_max_deviation:0.010345101356506348 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0397841832600534) - rollout_corr/training_log_ppl:np.float64(0.03838184628239105) - rollout_corr/kl:np.float64(0.0006357688799791816) - rollout_corr/k3_kl:np.float64(0.0006630392528705897) - rollout_corr/rollout_ppl:np.float64(1.039116082713008) - rollout_corr/rollout_log_ppl:np.float64(0.037746077452538884) - rollout_corr/log_ppl_diff:np.float64(0.000635768829852168) - rollout_corr/log_ppl_abs_diff:np.float64(0.001663975653173111) - rollout_corr/log_ppl_diff_max:np.float64(0.011524975299835205) - rollout_corr/log_ppl_diff_min:np.float64(-0.005549527704715729) - rollout_corr/ppl_ratio:np.float64(1.0006383440922946) - rollout_corr/chi2_token:np.float64(0.0013726239558309317) - rollout_corr/chi2_seq:np.float64(0.4417000797111541) - actor/pg_loss:np.float64(-4.8585934564471245e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0001409936012350954) - actor/ppo_kl:np.float64(0.00016448168571425725) - actor/pg_clipfrac_lower:np.float64(7.2472171268600505e-06) - actor/grad_norm:np.float64(0.19629834406077862) - perf/mfu/actor:np.float64(0.0704994224106969) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.36459732055664) - actor/lr:np.float64(1e-06) - training/global_step:32 - training/epoch:1 - critic/score/mean:0.6640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003498492296785116 - critic/advantages/max:0.375 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003498492296785116 - critic/returns/max:0.375 - critic/returns/min:-0.875 - response_length/mean:363.99609375 - response_length/max:829.0 - response_length/min:172.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:363.99609375 - response_length_non_aborted/max:829.0 - response_length_non_aborted/min:172.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:396.3125 - prompt_length/max:518.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.6382505893707275e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.7081327475607395) - timing_s/agent_loop/generate_sequences/max:np.float64(6.998795060440898) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.891505555024196) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.998795060440898) - timing_s/agent_loop/slow
|
||
step:33 - global_seqlen/min:19039 - global_seqlen/max:24201 - global_seqlen/minmax_diff:5162 - global_seqlen/balanced_min:22979 - global_seqlen/balanced_max:22984 - global_seqlen/mean:22982.25 - actor/entropy:0.041336026042699814 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7802475094795227 - training/rollout_probs_diff_mean:0.0020745492074638605 - training/rollout_probs_diff_std:0.013532165437936783 - training/rollout_actor_probs_pearson_corr:0.9925845861434937 - rollout_corr/rollout_is_mean:1.0001330375671387 - rollout_corr/rollout_is_ratio_fraction_high:9.385045268572867e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00016423828492406756 - rollout_corr/rollout_is_max:12.166744232177734 - rollout_corr/rollout_is_min:0.00915502943098545 - rollout_corr/rollout_is_std:0.03246978670358658 - rollout_corr/rollout_is_eff_sample_size:0.9989469423519113 - rollout_corr/rollout_is_seq_mean:1.0001661777496338 - rollout_corr/rollout_is_seq_std:0.002779231406748295 - rollout_corr/rollout_is_seq_max:1.0319596529006958 - rollout_corr/rollout_is_seq_min:0.9946264624595642 - rollout_corr/rollout_is_seq_max_deviation:0.0319596529006958 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.041108446661383) - rollout_corr/training_log_ppl:np.float64(0.03940494276866957) - rollout_corr/kl:np.float64(0.0007135979777146417) - rollout_corr/k3_kl:np.float64(0.0009249509639310816) - rollout_corr/rollout_ppl:np.float64(1.0403625490143895) - rollout_corr/rollout_log_ppl:np.float64(0.03869134492742887) - rollout_corr/log_ppl_diff:np.float64(0.0007135978485166561) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017976856161112664) - rollout_corr/log_ppl_diff_max:np.float64(0.03488359600305557) - rollout_corr/log_ppl_diff_min:np.float64(-0.006541695445775986) - rollout_corr/ppl_ratio:np.float64(1.000718776602298) - rollout_corr/chi2_token:np.float64(0.0032578017562627792) - rollout_corr/chi2_seq:np.float64(0.6134596411138773) - actor/pg_loss:np.float64(6.561563350260258e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0) - actor/ppo_kl:np.float64(0.0001494009704003929) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.08391597121953964) - perf/mfu/actor:np.float64(0.06693175766848874) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.45356750488281) - actor/lr:np.float64(1e-06) - training/global_step:33 - training/epoch:1 - critic/score/mean:0.8203125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.8203125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0002111635112669319 - critic/advantages/max:0.75 - critic/advantages/min:-0.25 - critic/returns/mean:0.0002111635112669319 - critic/returns/max:0.75 - critic/returns/min:-0.25 - response_length/mean:332.9765625 - response_length/max:670.0 - response_length/min:169.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:332.9765625 - response_length_non_aborted/max:670.0 - response_length_non_aborted/min:169.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:385.21875 - prompt_length/max:480.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:4.881620407104492e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.2467848639935255) - timing_s/agent_loop/generate_sequences/max:np.float64(5.626865619793534) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.3089464717486408) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.626865619793534) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) - timing_s/
|
||
step:34 - global_seqlen/min:21562 - global_seqlen/max:27886 - global_seqlen/minmax_diff:6324 - global_seqlen/balanced_min:24394 - global_seqlen/balanced_max:24397 - global_seqlen/mean:24396.0 - actor/entropy:0.031612105667591095 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.39975830912590027 - training/rollout_probs_diff_mean:0.0018762743566185236 - training/rollout_probs_diff_std:0.011752952821552753 - training/rollout_actor_probs_pearson_corr:0.9924901127815247 - rollout_corr/rollout_is_mean:0.9999131560325623 - rollout_corr/rollout_is_ratio_fraction_high:0.00012340693501755595 - rollout_corr/rollout_is_ratio_fraction_low:0.00011218811414437369 - rollout_corr/rollout_is_max:3.103707790374756 - rollout_corr/rollout_is_min:0.13723966479301453 - rollout_corr/rollout_is_std:0.030719062313437462 - rollout_corr/rollout_is_eff_sample_size:0.9990567529817086 - rollout_corr/rollout_is_seq_mean:0.9999560117721558 - rollout_corr/rollout_is_seq_std:0.0018219159683212638 - rollout_corr/rollout_is_seq_max:1.0097365379333496 - rollout_corr/rollout_is_seq_min:0.9951523542404175 - rollout_corr/rollout_is_seq_max_deviation:0.00973653793334961 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0318559589795768) - rollout_corr/training_log_ppl:np.float64(0.031117280894250143) - rollout_corr/kl:np.float64(0.0006807175022558454) - rollout_corr/k3_kl:np.float64(0.0006105148828829954) - rollout_corr/rollout_ppl:np.float64(1.0311444289982319) - rollout_corr/rollout_log_ppl:np.float64(0.03043656325644406) - rollout_corr/log_ppl_diff:np.float64(0.0006807176378060831) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015738616366434144) - rollout_corr/log_ppl_diff_max:np.float64(0.009404921904206276) - rollout_corr/log_ppl_diff_min:np.float64(-0.0052501969039440155) - rollout_corr/ppl_ratio:np.float64(1.0006830974016339) - rollout_corr/chi2_token:np.float64(0.0011129339691251516) - rollout_corr/chi2_seq:np.float64(0.42043763399124146) - actor/pg_loss:np.float64(5.0016213208436966e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002445464988340973) - actor/ppo_kl:np.float64(0.0001362860669615884) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.203148128464818) - perf/mfu/actor:np.float64(0.07051054867183593) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.53108596801758) - actor/lr:np.float64(1e-06) - training/global_step:34 - training/epoch:1 - critic/score/mean:0.7890625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7890625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003320768242701888 - critic/advantages/max:0.625 - critic/advantages/min:-0.75 - critic/returns/mean:-0.003320768242701888 - critic/returns/max:0.625 - critic/returns/min:-0.75 - response_length/mean:348.1875 - response_length/max:792.0 - response_length/min:169.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:348.1875 - response_length_non_aborted/max:792.0 - response_length_non_aborted/min:169.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:414.1875 - prompt_length/max:482.0 - prompt_length/min:271.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00015438348054885864 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0449177529662848) - timing_s/agent_loop/generate_sequences/max:np.float64(6.294473625719547) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.808839218596404) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.294473625719547) - timing_s/agent_loop/slowest/tool_calls:np.flo
|
||
step:35 - global_seqlen/min:20215 - global_seqlen/max:25344 - global_seqlen/minmax_diff:5129 - global_seqlen/balanced_min:21961 - global_seqlen/balanced_max:21963 - global_seqlen/mean:21961.875 - actor/entropy:0.034592803567647934 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8776243329048157 - training/rollout_probs_diff_mean:0.0021816876251250505 - training/rollout_probs_diff_std:0.01385975070297718 - training/rollout_actor_probs_pearson_corr:0.9902499318122864 - rollout_corr/rollout_is_mean:0.9999921917915344 - rollout_corr/rollout_is_ratio_fraction_high:7.768096111249179e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002718833857215941 - rollout_corr/rollout_is_max:3.192864418029785 - rollout_corr/rollout_is_min:0.003602058393880725 - rollout_corr/rollout_is_std:0.03281489759683609 - rollout_corr/rollout_is_eff_sample_size:0.9989242218232214 - rollout_corr/rollout_is_seq_mean:0.9999827146530151 - rollout_corr/rollout_is_seq_std:0.0020841837394982576 - rollout_corr/rollout_is_seq_max:1.008485198020935 - rollout_corr/rollout_is_seq_min:0.9935790300369263 - rollout_corr/rollout_is_seq_max_deviation:0.008485198020935059 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0337875122204423) - rollout_corr/training_log_ppl:np.float64(0.032936989367954084) - rollout_corr/kl:np.float64(0.0019988857879171817) - rollout_corr/k3_kl:np.float64(0.002178219949172444) - rollout_corr/rollout_ppl:np.float64(1.0316676865331829) - rollout_corr/rollout_log_ppl:np.float64(0.03093810328573454) - rollout_corr/log_ppl_diff:np.float64(0.0019988860494777327) - rollout_corr/log_ppl_abs_diff:np.float64(0.0031889932415651856) - rollout_corr/log_ppl_diff_max:np.float64(0.09800203144550323) - rollout_corr/log_ppl_diff_min:np.float64(-0.015378333628177643) - rollout_corr/ppl_ratio:np.float64(1.002046098234132) - rollout_corr/chi2_token:np.float64(0.011006752727553248) - rollout_corr/chi2_seq:np.float64(2.3485067249275744) - actor/pg_loss:np.float64(0.00018588989041745663) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00028034445858793333) - actor/ppo_kl:np.float64(0.0013254604241779155) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.21878059161826968) - perf/mfu/actor:np.float64(0.06389838683409352) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.46062850952148) - actor/lr:np.float64(1e-06) - training/global_step:35 - training/epoch:1 - critic/score/mean:0.7734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0019630626775324345 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0019630626775324345 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:301.71484375 - response_length/max:639.0 - response_length/min:162.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:301.71484375 - response_length_non_aborted/max:639.0 - response_length_non_aborted/min:162.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:384.59375 - prompt_length/max:459.0 - prompt_length/min:274.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00015405751764774323 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9133115001022816) - timing_s/agent_loop/generate_sequences/max:np.float64(5.257205193862319) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.298467695094587) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(5.257205193862319) - timing_s/agent_loop/slowest/tool_call
|
||
step:36 - global_seqlen/min:21226 - global_seqlen/max:27449 - global_seqlen/minmax_diff:6223 - global_seqlen/balanced_min:23867 - global_seqlen/balanced_max:23870 - global_seqlen/mean:23868.875 - actor/entropy:0.04816257208585739 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.698370635509491 - training/rollout_probs_diff_mean:0.002242090180516243 - training/rollout_probs_diff_std:0.012639750726521015 - training/rollout_actor_probs_pearson_corr:0.9943584203720093 - rollout_corr/rollout_is_mean:0.9998730421066284 - rollout_corr/rollout_is_ratio_fraction_high:6.732570909662172e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00023563999275211245 - rollout_corr/rollout_is_max:2.667916774749756 - rollout_corr/rollout_is_min:0.1927582025527954 - rollout_corr/rollout_is_std:0.03287297114729881 - rollout_corr/rollout_is_eff_sample_size:0.998920415343582 - rollout_corr/rollout_is_seq_mean:0.9998993873596191 - rollout_corr/rollout_is_seq_std:0.0018510455265641212 - rollout_corr/rollout_is_seq_max:1.0064433813095093 - rollout_corr/rollout_is_seq_min:0.9930350184440613 - rollout_corr/rollout_is_seq_max_deviation:0.006964981555938721 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.044641064479947) - rollout_corr/training_log_ppl:np.float64(0.04320200844267674) - rollout_corr/kl:np.float64(0.0008237751112716296) - rollout_corr/k3_kl:np.float64(0.0008292371547327093) - rollout_corr/rollout_ppl:np.float64(1.043781690299511) - rollout_corr/rollout_log_ppl:np.float64(0.0423782327770823) - rollout_corr/log_ppl_diff:np.float64(0.0008237756655944395) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018528917289586389) - rollout_corr/log_ppl_diff_max:np.float64(0.017406612634658813) - rollout_corr/log_ppl_diff_min:np.float64(-0.004776503890752792) - rollout_corr/ppl_ratio:np.float64(1.0008270821999758) - rollout_corr/chi2_token:np.float64(0.001644051168113947) - rollout_corr/chi2_seq:np.float64(0.6040738048031926) - actor/pg_loss:np.float64(3.29664908349514e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0004676401558754151) - actor/ppo_kl:np.float64(0.0001375782363908229) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.18394410610198975) - perf/mfu/actor:np.float64(0.06901324852389146) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.48899745941162) - actor/lr:np.float64(1e-06) - training/global_step:36 - training/epoch:1 - critic/score/mean:0.671875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.671875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0002496661909390241 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0002496661909390241 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:348.12109375 - response_length/max:825.0 - response_length/min:169.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:348.12109375 - response_length_non_aborted/max:825.0 - response_length_non_aborted/min:169.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:397.78125 - prompt_length/max:509.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:3.0588358640670776e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.005093587562442) - timing_s/agent_loop/generate_sequences/max:np.float64(6.43594379350543) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.791974599516834) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.43594379350543) - timing_s/agent_loop/slowest/tool_calls:np.float64
|
||
step:37 - global_seqlen/min:18950 - global_seqlen/max:26830 - global_seqlen/minmax_diff:7880 - global_seqlen/balanced_min:22827 - global_seqlen/balanced_max:22833 - global_seqlen/mean:22830.125 - actor/entropy:0.05485541746020317 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4400483965873718 - training/rollout_probs_diff_mean:0.002277080435305834 - training/rollout_probs_diff_std:0.012139431200921535 - training/rollout_actor_probs_pearson_corr:0.9953346252441406 - rollout_corr/rollout_is_mean:1.0000300407409668 - rollout_corr/rollout_is_ratio_fraction_high:4.2929048504447564e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.000246842042542994 - rollout_corr/rollout_is_max:3.121652126312256 - rollout_corr/rollout_is_min:0.29609420895576477 - rollout_corr/rollout_is_std:0.032294921576976776 - rollout_corr/rollout_is_eff_sample_size:0.9989580056012856 - rollout_corr/rollout_is_seq_mean:0.9999511241912842 - rollout_corr/rollout_is_seq_std:0.0018588656093925238 - rollout_corr/rollout_is_seq_max:1.0064083337783813 - rollout_corr/rollout_is_seq_min:0.9936684966087341 - rollout_corr/rollout_is_seq_max_deviation:0.006408333778381348 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0570684894919395) - rollout_corr/training_log_ppl:np.float64(0.05434764964229544) - rollout_corr/kl:np.float64(0.0006963051944213206) - rollout_corr/k3_kl:np.float64(0.0008267889464050882) - rollout_corr/rollout_ppl:np.float64(1.0563281043432653) - rollout_corr/rollout_log_ppl:np.float64(0.053651343601814006) - rollout_corr/log_ppl_diff:np.float64(0.0006963060404814314) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018168634305766318) - rollout_corr/log_ppl_diff_max:np.float64(0.014626367017626762) - rollout_corr/log_ppl_diff_min:np.float64(-0.008725512772798538) - rollout_corr/ppl_ratio:np.float64(1.000699708936736) - rollout_corr/chi2_token:np.float64(0.0020924240816384554) - rollout_corr/chi2_seq:np.float64(0.9453298361040652) - actor/pg_loss:np.float64(9.609817061573267e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002787431171782373) - actor/ppo_kl:np.float64(6.046893940592213e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.1914802067913115) - perf/mfu/actor:np.float64(0.06615304878928799) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.48441696166992) - actor/lr:np.float64(1e-06) - training/global_step:37 - training/epoch:1 - critic/score/mean:0.86328125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.86328125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0017694816924631596 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:0.0017694816924631596 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:363.97265625 - response_length/max:869.0 - response_length/min:161.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:363.97265625 - response_length_non_aborted/max:869.0 - response_length_non_aborted/min:161.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:349.46875 - prompt_length/max:491.0 - prompt_length/min:203.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001492723822593689 - timing_s/agent_loop/generate_sequences/min:np.float64(1.1054687462747097) - timing_s/agent_loop/generate_sequences/max:np.float64(6.8245424050837755) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.485032575088553) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.8245424050837755) - timing_s/agent_loop/slowest/tool_calls
|
||
step:38 - global_seqlen/min:18926 - global_seqlen/max:27654 - global_seqlen/minmax_diff:8728 - global_seqlen/balanced_min:23901 - global_seqlen/balanced_max:23912 - global_seqlen/mean:23907.75 - actor/entropy:0.047446999698877335 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.531129002571106 - training/rollout_probs_diff_mean:0.002227243734523654 - training/rollout_probs_diff_std:0.0123433917760849 - training/rollout_actor_probs_pearson_corr:0.9945385456085205 - rollout_corr/rollout_is_mean:1.0001999139785767 - rollout_corr/rollout_is_ratio_fraction_high:4.389911919133738e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00012072257959516719 - rollout_corr/rollout_is_max:12.971456527709961 - rollout_corr/rollout_is_min:0.2179751992225647 - rollout_corr/rollout_is_std:0.033010486513376236 - rollout_corr/rollout_is_eff_sample_size:0.9989117319204782 - rollout_corr/rollout_is_seq_mean:1.0002120733261108 - rollout_corr/rollout_is_seq_std:0.0025841258466243744 - rollout_corr/rollout_is_seq_max:1.0283762216567993 - rollout_corr/rollout_is_seq_min:0.9948088526725769 - rollout_corr/rollout_is_seq_max_deviation:0.028376221656799316 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0457029887475073) - rollout_corr/training_log_ppl:np.float64(0.04414891906162666) - rollout_corr/kl:np.float64(0.0005466930246846857) - rollout_corr/k3_kl:np.float64(0.0006913253129532393) - rollout_corr/rollout_ppl:np.float64(1.0451257401145995) - rollout_corr/rollout_log_ppl:np.float64(0.04360222542345582) - rollout_corr/log_ppl_diff:np.float64(0.0005466936381708365) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016182184390345355) - rollout_corr/log_ppl_diff_max:np.float64(0.0073298439383506775) - rollout_corr/log_ppl_diff_min:np.float64(-0.007042583078145981) - rollout_corr/ppl_ratio:np.float64(1.0005490474868566) - rollout_corr/chi2_token:np.float64(0.0023478365037590265) - rollout_corr/chi2_seq:np.float64(0.6291012752335519) - actor/pg_loss:np.float64(3.431923687458038e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00019431741384323686) - actor/ppo_kl:np.float64(0.00013115449044676097) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.12189817987382412) - perf/mfu/actor:np.float64(0.06951355703710535) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.47376251220703) - actor/lr:np.float64(1e-06) - training/global_step:38 - training/epoch:1 - critic/score/mean:0.6171875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6171875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0002044052816927433 - critic/advantages/max:0.875 - critic/advantages/min:-0.625 - critic/returns/mean:0.0002044052816927433 - critic/returns/max:0.875 - critic/returns/min:-0.625 - response_length/mean:355.9296875 - response_length/max:1084.0 - response_length/min:174.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:355.9296875 - response_length_non_aborted/max:1084.0 - response_length_non_aborted/min:174.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:391.1875 - prompt_length/max:541.0 - prompt_length/min:189.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00013918057084083557 - timing_s/agent_loop/generate_sequences/min:np.float64(2.071706922724843) - timing_s/agent_loop/generate_sequences/max:np.float64(7.753574607893825) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.878488728085358) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.753574607893825) - timing_s/agent_loop/slowest/tool_calls:
|
||
step:39 - global_seqlen/min:20949 - global_seqlen/max:31407 - global_seqlen/minmax_diff:10458 - global_seqlen/balanced_min:24202 - global_seqlen/balanced_max:24204 - global_seqlen/mean:24203.625 - actor/entropy:0.04480616748332977 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5851317644119263 - training/rollout_probs_diff_mean:0.002163441851735115 - training/rollout_probs_diff_std:0.012231297791004181 - training/rollout_actor_probs_pearson_corr:0.994264543056488 - rollout_corr/rollout_is_mean:0.9999681115150452 - rollout_corr/rollout_is_ratio_fraction_high:4.230968625051901e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00022212584735825658 - rollout_corr/rollout_is_max:2.759589433670044 - rollout_corr/rollout_is_min:0.06433095782995224 - rollout_corr/rollout_is_std:0.03189564496278763 - rollout_corr/rollout_is_eff_sample_size:0.9989835828686019 - rollout_corr/rollout_is_seq_mean:0.999954879283905 - rollout_corr/rollout_is_seq_std:0.0018635618034750223 - rollout_corr/rollout_is_seq_max:1.0056302547454834 - rollout_corr/rollout_is_seq_min:0.99262535572052 - rollout_corr/rollout_is_seq_max_deviation:0.0073746442794799805 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0451326332986355) - rollout_corr/training_log_ppl:np.float64(0.04381238060705073) - rollout_corr/kl:np.float64(0.000682713947391278) - rollout_corr/k3_kl:np.float64(0.000664126420105049) - rollout_corr/rollout_ppl:np.float64(1.0444145100191236) - rollout_corr/rollout_log_ppl:np.float64(0.04312966660654638) - rollout_corr/log_ppl_diff:np.float64(0.0006827140005043475) - rollout_corr/log_ppl_abs_diff:np.float64(0.001680082759776269) - rollout_corr/log_ppl_diff_max:np.float64(0.010615622624754906) - rollout_corr/log_ppl_diff_min:np.float64(-0.004345402121543884) - rollout_corr/ppl_ratio:np.float64(1.0006851316429675) - rollout_corr/chi2_token:np.float64(0.00123889883980155) - rollout_corr/chi2_seq:np.float64(0.48666499531827867) - actor/pg_loss:np.float64(3.7066638469696045e-07) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(2.5882329282467254e-05) - actor/ppo_kl:np.float64(6.605616595578567e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.03712567733600736) - perf/mfu/actor:np.float64(0.07095881272685295) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.39851760864258) - actor/lr:np.float64(1e-06) - training/global_step:39 - training/epoch:1 - critic/score/mean:0.77734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.77734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00034244402195326984 - critic/advantages/max:0.125 - critic/advantages/min:-0.875 - critic/returns/mean:0.00034244402195326984 - critic/returns/max:0.125 - critic/returns/min:-0.875 - response_length/mean:369.30078125 - response_length/max:829.0 - response_length/min:136.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:369.30078125 - response_length_non_aborted/max:829.0 - response_length_non_aborted/min:136.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:387.0625 - prompt_length/max:505.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014620833098888397 - timing_s/agent_loop/generate_sequences/min:np.float64(1.6433184519410133) - timing_s/agent_loop/generate_sequences/max:np.float64(6.751023404300213) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.8786594851044356) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.751023404300213) - timing_s/agent_loop/slowest/tool_calls
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 40}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
The given crystal structure has lattice parameters a = 7.82 Å, b = 7.82 Å, and c = 17.88 Å, with all angles α, β, and γ equal to 90.00º. This indicates that the crystal structure is cubic, specifically a rectangular prism (orthorhombic structure), where the unit cell is a rectangular box with all angles being 90 degrees.
|
||
|
||
The volume $ V $ of a unit cell in an orthorhombic system is calculated using the formula:
|
||
|
||
$$
|
||
V = a \times b \times c
|
||
$$
|
||
|
||
Substituting the given values:
|
||
|
||
$$
|
||
V = 7.82 \times 7.82 \times 17.88
|
||
$$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$
|
||
7.82 \times 7.82 = 61.1524
|
||
$$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$
|
||
61.1524 \times 17.88 = 1094.31
|
||
$$
|
||
|
||
Thus, the volume of the unit cell is approximately 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_40
|
||
step:40 - global_seqlen/min:18409 - global_seqlen/max:25737 - global_seqlen/minmax_diff:7328 - global_seqlen/balanced_min:23063 - global_seqlen/balanced_max:23064 - global_seqlen/mean:23063.625 - actor/entropy:0.04833457991480827 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9706875681877136 - training/rollout_probs_diff_mean:0.002290506614372134 - training/rollout_probs_diff_std:0.0133439926430583 - training/rollout_actor_probs_pearson_corr:0.9935715198516846 - rollout_corr/rollout_is_mean:0.9999451637268066 - rollout_corr/rollout_is_ratio_fraction_high:9.174627484753728e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00010321455920347944 - rollout_corr/rollout_is_max:4.229223728179932 - rollout_corr/rollout_is_min:0.029312225058674812 - rollout_corr/rollout_is_std:0.03301951289176941 - rollout_corr/rollout_is_eff_sample_size:0.9989107803216455 - rollout_corr/rollout_is_seq_mean:0.9998956918716431 - rollout_corr/rollout_is_seq_std:0.002063117455691099 - rollout_corr/rollout_is_seq_max:1.0090301036834717 - rollout_corr/rollout_is_seq_min:0.9925200939178467 - rollout_corr/rollout_is_seq_max_deviation:0.00903010368347168 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0452492511831224) - rollout_corr/training_log_ppl:np.float64(0.04387878982561233) - rollout_corr/kl:np.float64(0.0007843014797828118) - rollout_corr/k3_kl:np.float64(0.0007133167228481341) - rollout_corr/rollout_ppl:np.float64(1.0444238455966115) - rollout_corr/rollout_log_ppl:np.float64(0.04309448781077663) - rollout_corr/log_ppl_diff:np.float64(0.0007843020148357027) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017357429833282367) - rollout_corr/log_ppl_diff_max:np.float64(0.016103308647871017) - rollout_corr/log_ppl_diff_min:np.float64(-0.006824567914009094) - rollout_corr/ppl_ratio:np.float64(1.0007876271847636) - rollout_corr/chi2_token:np.float64(0.001205054810270667) - rollout_corr/chi2_seq:np.float64(1.3779361643828452) - actor/pg_loss:np.float64(-1.5004887245595455e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023513154019383364) - actor/ppo_kl:np.float64(8.206514168662693e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.11769850086420774) - perf/mfu/actor:np.float64(0.06763552157335836) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.41744232177734) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7393617021276596) - val-aux/sciknoweval/reward/std@16:np.float64(0.06065668194547041) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7650851063829788) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.03809023285144097) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7141489361702127) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.06397505893909075) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7393297872340425) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.06060239571882074) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7770106382978722) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.015086301007490598) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.6836702127659574) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.05698176432442756) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7499148936170213) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.04868065192464131) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7806489361702128) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.006870755974743139) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.659031914893617) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.03901530074037762) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7583297872340425) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.034970553431379225) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.783234
|
||
step:41 - global_seqlen/min:22364 - global_seqlen/max:28937 - global_seqlen/minmax_diff:6573 - global_seqlen/balanced_min:25721 - global_seqlen/balanced_max:25724 - global_seqlen/mean:25723.125 - actor/entropy:0.050238970667123795 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9155643582344055 - training/rollout_probs_diff_mean:0.002400044584646821 - training/rollout_probs_diff_std:0.01305351685732603 - training/rollout_actor_probs_pearson_corr:0.9940615296363831 - rollout_corr/rollout_is_mean:0.9999544620513916 - rollout_corr/rollout_is_ratio_fraction_high:6.780777766834944e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00022279696713667363 - rollout_corr/rollout_is_max:4.58758020401001 - rollout_corr/rollout_is_min:0.009281577542424202 - rollout_corr/rollout_is_std:0.03381149470806122 - rollout_corr/rollout_is_eff_sample_size:0.998857850491772 - rollout_corr/rollout_is_seq_mean:0.9999521970748901 - rollout_corr/rollout_is_seq_std:0.0019201664254069328 - rollout_corr/rollout_is_seq_max:1.009830117225647 - rollout_corr/rollout_is_seq_min:0.9954932332038879 - rollout_corr/rollout_is_seq_max_deviation:0.009830117225646973 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0524404924362898) - rollout_corr/training_log_ppl:np.float64(0.05051660006483871) - rollout_corr/kl:np.float64(0.0009451009327534621) - rollout_corr/k3_kl:np.float64(0.0008613142946491958) - rollout_corr/rollout_ppl:np.float64(1.0514407688751817) - rollout_corr/rollout_log_ppl:np.float64(0.04957149836172903) - rollout_corr/log_ppl_diff:np.float64(0.0009451017031096853) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017478646204835968) - rollout_corr/log_ppl_diff_max:np.float64(0.01430695503950119) - rollout_corr/log_ppl_diff_min:np.float64(-0.0073303282260894775) - rollout_corr/ppl_ratio:np.float64(1.000948389293626) - rollout_corr/chi2_token:np.float64(0.001788080669939518) - rollout_corr/chi2_seq:np.float64(1.042974109761417) - actor/pg_loss:np.float64(0.00019658554811030626) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000522654822361801) - actor/ppo_kl:np.float64(0.00020227026021046868) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.27989770099520683) - perf/mfu/actor:np.float64(0.07562782383756639) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.20849227905273) - actor/lr:np.float64(1e-06) - training/global_step:41 - training/epoch:1 - critic/score/mean:0.5859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0030852537602186203 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0030852537602186203 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:403.25390625 - response_length/max:844.0 - response_length/min:176.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:403.25390625 - response_length_non_aborted/max:844.0 - response_length_non_aborted/min:176.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:400.59375 - prompt_length/max:499.0 - prompt_length/min:266.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:4.542432725429535e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.104304973036051) - timing_s/agent_loop/generate_sequences/max:np.float64(7.163554267957807) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.3063042574358406) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.163554267957807) - timing_s/agent_loop/slowest/tool_calls:np
|
||
step:42 - global_seqlen/min:23580 - global_seqlen/max:30366 - global_seqlen/minmax_diff:6786 - global_seqlen/balanced_min:26212 - global_seqlen/balanced_max:26223 - global_seqlen/mean:26218.0 - actor/entropy:0.04833400622010231 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6611925363540649 - training/rollout_probs_diff_mean:0.002317308448255062 - training/rollout_probs_diff_std:0.013368863612413406 - training/rollout_actor_probs_pearson_corr:0.9936009645462036 - rollout_corr/rollout_is_mean:1.0000509023666382 - rollout_corr/rollout_is_ratio_fraction_high:7.637085946043953e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001909271377371624 - rollout_corr/rollout_is_max:2.7454490661621094 - rollout_corr/rollout_is_min:0.02648228593170643 - rollout_corr/rollout_is_std:0.03313124179840088 - rollout_corr/rollout_is_eff_sample_size:0.9989037623362461 - rollout_corr/rollout_is_seq_mean:1.000060796737671 - rollout_corr/rollout_is_seq_std:0.002085470361635089 - rollout_corr/rollout_is_seq_max:1.0072025060653687 - rollout_corr/rollout_is_seq_min:0.9903523325920105 - rollout_corr/rollout_is_seq_max_deviation:0.009647667407989502 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.051990379113704) - rollout_corr/training_log_ppl:np.float64(0.04970106136170216) - rollout_corr/kl:np.float64(0.0009528191514469597) - rollout_corr/k3_kl:np.float64(0.0010969023608851103) - rollout_corr/rollout_ppl:np.float64(1.0509791201911867) - rollout_corr/rollout_log_ppl:np.float64(0.04874824195121619) - rollout_corr/log_ppl_diff:np.float64(0.0009528194104859722) - rollout_corr/log_ppl_abs_diff:np.float64(0.0021394124696598738) - rollout_corr/log_ppl_diff_max:np.float64(0.0255894735455513) - rollout_corr/log_ppl_diff_min:np.float64(-0.006002049893140793) - rollout_corr/ppl_ratio:np.float64(1.0009584189392626) - rollout_corr/chi2_token:np.float64(0.0025035273283720016) - rollout_corr/chi2_seq:np.float64(1.0566490055061877) - actor/pg_loss:np.float64(8.254428394138813e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003225053301321168) - actor/ppo_kl:np.float64(0.00030728954818926013) - actor/pg_clipfrac_lower:np.float64(1.014610370475566e-05) - actor/grad_norm:np.float64(0.2630367539823055) - perf/mfu/actor:np.float64(0.0767180936699128) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.11519622802734) - actor/lr:np.float64(1e-06) - training/global_step:42 - training/epoch:1 - critic/score/mean:0.68359375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.68359375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0012183538638055325 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0012183538638055325 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:409.1875 - response_length/max:865.0 - response_length/min:142.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:409.1875 - response_length_non_aborted/max:865.0 - response_length_non_aborted/min:142.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:410.125 - prompt_length/max:510.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00010949186980724335 - timing_s/agent_loop/generate_sequences/min:np.float64(1.7010023910552263) - timing_s/agent_loop/generate_sequences/max:np.float64(7.34863194078207) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.438730318630405) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.34863194078207) - timing_s/agent_loop/slowest/tool_calls
|
||
step:43 - global_seqlen/min:20616 - global_seqlen/max:30340 - global_seqlen/minmax_diff:9724 - global_seqlen/balanced_min:24893 - global_seqlen/balanced_max:24897 - global_seqlen/mean:24896.0 - actor/entropy:0.04827848821878433 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4558523893356323 - training/rollout_probs_diff_mean:0.0024351486936211586 - training/rollout_probs_diff_std:0.013620599173009396 - training/rollout_actor_probs_pearson_corr:0.9933694005012512 - rollout_corr/rollout_is_mean:1.0000344514846802 - rollout_corr/rollout_is_ratio_fraction_high:4.215140870655887e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00021075703261885792 - rollout_corr/rollout_is_max:3.047253370285034 - rollout_corr/rollout_is_min:0.15522444248199463 - rollout_corr/rollout_is_std:0.03526797145605087 - rollout_corr/rollout_is_eff_sample_size:0.9987578343765675 - rollout_corr/rollout_is_seq_mean:1.000058650970459 - rollout_corr/rollout_is_seq_std:0.0018858517287299037 - rollout_corr/rollout_is_seq_max:1.0111699104309082 - rollout_corr/rollout_is_seq_min:0.994408905506134 - rollout_corr/rollout_is_seq_max_deviation:0.011169910430908203 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0514707742258906) - rollout_corr/training_log_ppl:np.float64(0.04937093240914692) - rollout_corr/kl:np.float64(0.0009204373019819911) - rollout_corr/k3_kl:np.float64(0.0008898747961474385) - rollout_corr/rollout_ppl:np.float64(1.0504933116026223) - rollout_corr/rollout_log_ppl:np.float64(0.04845049455843764) - rollout_corr/log_ppl_diff:np.float64(0.000920437850709277) - rollout_corr/log_ppl_abs_diff:np.float64(0.001846184547048324) - rollout_corr/log_ppl_diff_max:np.float64(0.010085105895996094) - rollout_corr/log_ppl_diff_min:np.float64(-0.00828292965888977) - rollout_corr/ppl_ratio:np.float64(1.0009237919002771) - rollout_corr/chi2_token:np.float64(0.0016981374938040972) - rollout_corr/chi2_seq:np.float64(0.4614659077487886) - actor/pg_loss:np.float64(0.00017189455684274435) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00039900138654047623) - actor/ppo_kl:np.float64(0.00027663618505613385) - actor/pg_clipfrac_lower:np.float64(1.415307997376658e-05) - actor/grad_norm:np.float64(0.2620270363986492) - perf/mfu/actor:np.float64(0.07147921491217804) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.54963302612305) - actor/lr:np.float64(1e-06) - training/global_step:43 - training/epoch:1 - critic/score/mean:0.5859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0015912156086415052 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:0.0015912156086415052 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:370.6875 - response_length/max:925.0 - response_length/min:164.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:370.6875 - response_length_non_aborted/max:925.0 - response_length_non_aborted/min:164.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:407.3125 - prompt_length/max:494.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00018392130732536316 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9507076852023602) - timing_s/agent_loop/generate_sequences/max:np.float64(7.141313912346959) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.058645684221119) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.141313912346959) - timing_s/agent_loop/slowest/tool_ca
|
||
step:44 - global_seqlen/min:22664 - global_seqlen/max:25495 - global_seqlen/minmax_diff:2831 - global_seqlen/balanced_min:24164 - global_seqlen/balanced_max:24168 - global_seqlen/mean:24166.0 - actor/entropy:0.04174882173538208 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9045923948287964 - training/rollout_probs_diff_mean:0.0021803160198032856 - training/rollout_probs_diff_std:0.013533946126699448 - training/rollout_actor_probs_pearson_corr:0.9925721287727356 - rollout_corr/rollout_is_mean:1.0000650882720947 - rollout_corr/rollout_is_ratio_fraction_high:0.00010393281991127878 - rollout_corr/rollout_is_ratio_fraction_low:0.00023904547560960054 - rollout_corr/rollout_is_max:4.69563102722168 - rollout_corr/rollout_is_min:0.0953548476099968 - rollout_corr/rollout_is_std:0.033987320959568024 - rollout_corr/rollout_is_eff_sample_size:0.9988461947885154 - rollout_corr/rollout_is_seq_mean:1.0000879764556885 - rollout_corr/rollout_is_seq_std:0.0023249476216733456 - rollout_corr/rollout_is_seq_max:1.0101128816604614 - rollout_corr/rollout_is_seq_min:0.9928390979766846 - rollout_corr/rollout_is_seq_max_deviation:0.010112881660461426 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0428532068617642) - rollout_corr/training_log_ppl:np.float64(0.041628760651292396) - rollout_corr/kl:np.float64(0.001001472390226965) - rollout_corr/k3_kl:np.float64(0.0008349532170441876) - rollout_corr/rollout_ppl:np.float64(1.041793908458203) - rollout_corr/rollout_log_ppl:np.float64(0.040627288033647346) - rollout_corr/log_ppl_diff:np.float64(0.0010014726176450495) - rollout_corr/log_ppl_abs_diff:np.float64(0.001965643570656539) - rollout_corr/log_ppl_diff_max:np.float64(0.012516435235738754) - rollout_corr/log_ppl_diff_min:np.float64(-0.005302894860506058) - rollout_corr/ppl_ratio:np.float64(1.001005484489724) - rollout_corr/chi2_token:np.float64(0.0013426775112748146) - rollout_corr/chi2_seq:np.float64(0.4853538442403078) - actor/pg_loss:np.float64(4.9682799726724625e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00024175247563107405) - actor/ppo_kl:np.float64(0.0004345733158785947) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.19688117131590843) - perf/mfu/actor:np.float64(0.07059824090627488) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.5389518737793) - actor/lr:np.float64(1e-06) - training/global_step:44 - training/epoch:1 - critic/score/mean:0.73828125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.73828125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.002252743812277913 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.002252743812277913 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:375.84375 - response_length/max:812.0 - response_length/min:178.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:375.84375 - response_length_non_aborted/max:812.0 - response_length_non_aborted/min:178.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:379.34375 - prompt_length/max:524.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.038485586643219e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.11026918515563) - timing_s/agent_loop/generate_sequences/max:np.float64(6.88125741109252) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.06706091833621) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.88125741109252) - timing_s/agent_loop/slowest/tool_calls:np.float64(
|
||
step:45 - global_seqlen/min:18529 - global_seqlen/max:26606 - global_seqlen/minmax_diff:8077 - global_seqlen/balanced_min:23226 - global_seqlen/balanced_max:23233 - global_seqlen/mean:23231.25 - actor/entropy:0.05041806772351265 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.939910888671875 - training/rollout_probs_diff_mean:0.0024595295544713736 - training/rollout_probs_diff_std:0.014184881933033466 - training/rollout_actor_probs_pearson_corr:0.9932952523231506 - rollout_corr/rollout_is_mean:0.9998582005500793 - rollout_corr/rollout_is_ratio_fraction_high:0.00010988769645337015 - rollout_corr/rollout_is_ratio_fraction_low:0.0003516406286507845 - rollout_corr/rollout_is_max:3.250331401824951 - rollout_corr/rollout_is_min:0.05105861276388168 - rollout_corr/rollout_is_std:0.03565790504217148 - rollout_corr/rollout_is_eff_sample_size:0.9987298905286599 - rollout_corr/rollout_is_seq_mean:0.9998773336410522 - rollout_corr/rollout_is_seq_std:0.0022542960941791534 - rollout_corr/rollout_is_seq_max:1.0078169107437134 - rollout_corr/rollout_is_seq_min:0.9919712543487549 - rollout_corr/rollout_is_seq_max_deviation:0.008028745651245117 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0486881639808416) - rollout_corr/training_log_ppl:np.float64(0.04712455965545814) - rollout_corr/kl:np.float64(0.000986228527544597) - rollout_corr/k3_kl:np.float64(0.0009043137568607307) - rollout_corr/rollout_ppl:np.float64(1.047645221464336) - rollout_corr/rollout_log_ppl:np.float64(0.046138330698340724) - rollout_corr/log_ppl_diff:np.float64(0.0009862289571174188) - rollout_corr/log_ppl_abs_diff:np.float64(0.001943429937455221) - rollout_corr/log_ppl_diff_max:np.float64(0.014261238276958466) - rollout_corr/log_ppl_diff_min:np.float64(-0.00514577329158783) - rollout_corr/ppl_ratio:np.float64(1.0009902347810566) - rollout_corr/chi2_token:np.float64(0.001611231593415141) - rollout_corr/chi2_seq:np.float64(0.7453246037475765) - actor/pg_loss:np.float64(0.00018049287609755993) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000512831802097935) - actor/ppo_kl:np.float64(9.556847214930997e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.28934789076447487) - perf/mfu/actor:np.float64(0.06865060759745487) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.41498231887817) - actor/lr:np.float64(1e-06) - training/global_step:45 - training/epoch:1 - critic/score/mean:0.78515625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.78515625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.001116733648814261 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.001116733648814261 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:355.4765625 - response_length/max:961.0 - response_length/min:150.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:355.4765625 - response_length_non_aborted/max:961.0 - response_length_non_aborted/min:150.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:370.5 - prompt_length/max:483.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001455899327993393 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8288240395486355) - timing_s/agent_loop/generate_sequences/max:np.float64(7.314498461782932) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.803905305598164) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.314498461782932) - timing_s/agent_loop/slowest/tool_calls:np.float6
|
||
step:46 - global_seqlen/min:21427 - global_seqlen/max:26965 - global_seqlen/minmax_diff:5538 - global_seqlen/balanced_min:24185 - global_seqlen/balanced_max:24193 - global_seqlen/mean:24189.625 - actor/entropy:0.05843335762619972 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8514844179153442 - training/rollout_probs_diff_mean:0.002853688783943653 - training/rollout_probs_diff_std:0.015187487937510014 - training/rollout_actor_probs_pearson_corr:0.9931524395942688 - rollout_corr/rollout_is_mean:1.000073790550232 - rollout_corr/rollout_is_ratio_fraction_high:0.00010418728925287724 - rollout_corr/rollout_is_ratio_fraction_low:0.0002604682231321931 - rollout_corr/rollout_is_max:7.96063232421875 - rollout_corr/rollout_is_min:0.09759208559989929 - rollout_corr/rollout_is_std:0.038173478096723557 - rollout_corr/rollout_is_eff_sample_size:0.9985447871657489 - rollout_corr/rollout_is_seq_mean:1.0000745058059692 - rollout_corr/rollout_is_seq_std:0.0024244121741503477 - rollout_corr/rollout_is_seq_max:1.0171749591827393 - rollout_corr/rollout_is_seq_min:0.9928064346313477 - rollout_corr/rollout_is_seq_max_deviation:0.017174959182739258 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0607345919124782) - rollout_corr/training_log_ppl:np.float64(0.0581217721082794) - rollout_corr/kl:np.float64(0.0014772235255975374) - rollout_corr/k3_kl:np.float64(0.00150407016360532) - rollout_corr/rollout_ppl:np.float64(1.0591790787875652) - rollout_corr/rollout_log_ppl:np.float64(0.056644548536496586) - rollout_corr/log_ppl_diff:np.float64(0.0014772235717828153) - rollout_corr/log_ppl_abs_diff:np.float64(0.002647029568834114) - rollout_corr/log_ppl_diff_max:np.float64(0.0180678628385067) - rollout_corr/log_ppl_diff_min:np.float64(-0.013853691518306732) - rollout_corr/ppl_ratio:np.float64(1.0014852569438517) - rollout_corr/chi2_token:np.float64(0.008371114498004317) - rollout_corr/chi2_seq:np.float64(6.4867037024814636) - actor/pg_loss:np.float64(7.591512985527515e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006503565891762264) - actor/ppo_kl:np.float64(0.0006854172221775201) - actor/pg_clipfrac_lower:np.float64(2.030308314715512e-05) - actor/grad_norm:np.float64(0.3519108295440674) - perf/mfu/actor:np.float64(0.07113595200912443) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.54940795898438) - actor/lr:np.float64(1e-06) - training/global_step:46 - training/epoch:1 - critic/score/mean:0.78125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.78125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0016057866159826517 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0016057866159826517 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:374.92578125 - response_length/max:801.0 - response_length/min:151.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:374.92578125 - response_length_non_aborted/max:801.0 - response_length_non_aborted/min:151.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:381.0 - prompt_length/max:481.0 - prompt_length/min:200.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.761936962604523e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.6900712680071592) - timing_s/agent_loop/generate_sequences/max:np.float64(6.451910957694054) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.033618862835283) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.451910957694054) - timing_s/agent_loop/slowest/tool_ca
|
||
step:47 - global_seqlen/min:21007 - global_seqlen/max:28791 - global_seqlen/minmax_diff:7784 - global_seqlen/balanced_min:25475 - global_seqlen/balanced_max:25481 - global_seqlen/mean:25477.0 - actor/entropy:0.05275755748152733 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5083588361740112 - training/rollout_probs_diff_mean:0.0025903242640197277 - training/rollout_probs_diff_std:0.013454040512442589 - training/rollout_actor_probs_pearson_corr:0.9939318895339966 - rollout_corr/rollout_is_mean:0.9998558163642883 - rollout_corr/rollout_is_ratio_fraction_high:0.00011591066868277267 - rollout_corr/rollout_is_ratio_fraction_low:0.0002607990172691643 - rollout_corr/rollout_is_max:2.9357402324676514 - rollout_corr/rollout_is_min:0.1746438890695572 - rollout_corr/rollout_is_std:0.035481955856084824 - rollout_corr/rollout_is_eff_sample_size:0.9987423758844771 - rollout_corr/rollout_is_seq_mean:0.9998483061790466 - rollout_corr/rollout_is_seq_std:0.0020597924012690783 - rollout_corr/rollout_is_seq_max:1.0084785223007202 - rollout_corr/rollout_is_seq_min:0.9923441410064697 - rollout_corr/rollout_is_seq_max_deviation:0.008478522300720215 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.05636456143111) - rollout_corr/training_log_ppl:np.float64(0.05421838367328746) - rollout_corr/kl:np.float64(0.0010813371544315942) - rollout_corr/k3_kl:np.float64(0.0010256878935948066) - rollout_corr/rollout_ppl:np.float64(1.0552101419307292) - rollout_corr/rollout_log_ppl:np.float64(0.05313704631043947) - rollout_corr/log_ppl_diff:np.float64(0.0010813373628479894) - rollout_corr/log_ppl_abs_diff:np.float64(0.001953723574843025) - rollout_corr/log_ppl_diff_max:np.float64(0.01056503877043724) - rollout_corr/log_ppl_diff_min:np.float64(-0.0066755786538124084) - rollout_corr/ppl_ratio:np.float64(1.001085146330297) - rollout_corr/chi2_token:np.float64(0.0027294796891510487) - rollout_corr/chi2_seq:np.float64(0.8529609069228172) - actor/pg_loss:np.float64(9.709945879876614e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00022560217075806577) - actor/ppo_kl:np.float64(0.0002011541448965204) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.18023865018039942) - perf/mfu/actor:np.float64(0.07436321123352709) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.5498046875) - actor/lr:np.float64(1e-06) - training/global_step:47 - training/epoch:1 - critic/score/mean:0.69921875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.69921875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.002857922576367855 - critic/advantages/max:0.25 - critic/advantages/min:-0.875 - critic/returns/mean:-0.002857922576367855 - critic/returns/max:0.25 - critic/returns/min:-0.875 - response_length/mean:404.40625 - response_length/max:814.0 - response_length/min:198.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:404.40625 - response_length_non_aborted/max:814.0 - response_length_non_aborted/min:198.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:391.75 - prompt_length/max:490.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014630146324634552 - timing_s/agent_loop/generate_sequences/min:np.float64(2.3290767408907413) - timing_s/agent_loop/generate_sequences/max:np.float64(7.020034801214933) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.509792248674785) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.020034801214933) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0)
|
||
step:48 - global_seqlen/min:22032 - global_seqlen/max:29064 - global_seqlen/minmax_diff:7032 - global_seqlen/balanced_min:25498 - global_seqlen/balanced_max:25500 - global_seqlen/mean:25499.0 - actor/entropy:0.04434153437614441 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.992967963218689 - training/rollout_probs_diff_mean:0.0023447973653674126 - training/rollout_probs_diff_std:0.014210212975740433 - training/rollout_actor_probs_pearson_corr:0.9921810030937195 - rollout_corr/rollout_is_mean:1.0000815391540527 - rollout_corr/rollout_is_ratio_fraction_high:8.659174636704847e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00028863915940746665 - rollout_corr/rollout_is_max:3.37223482131958 - rollout_corr/rollout_is_min:0.0066951303742825985 - rollout_corr/rollout_is_std:0.035338882356882095 - rollout_corr/rollout_is_eff_sample_size:0.9987528400421808 - rollout_corr/rollout_is_seq_mean:1.0001084804534912 - rollout_corr/rollout_is_seq_std:0.0019933267030864954 - rollout_corr/rollout_is_seq_max:1.0075260400772095 - rollout_corr/rollout_is_seq_min:0.9929347038269043 - rollout_corr/rollout_is_seq_max_deviation:0.007526040077209473 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0459272447042167) - rollout_corr/training_log_ppl:np.float64(0.04459278326794447) - rollout_corr/kl:np.float64(0.0008026134670942042) - rollout_corr/k3_kl:np.float64(0.0010650326459575865) - rollout_corr/rollout_ppl:np.float64(1.0450774431228638) - rollout_corr/rollout_log_ppl:np.float64(0.04379016965140181) - rollout_corr/log_ppl_diff:np.float64(0.0008026136165426578) - rollout_corr/log_ppl_abs_diff:np.float64(0.0019220001304347534) - rollout_corr/log_ppl_diff_max:np.float64(0.03549540787935257) - rollout_corr/log_ppl_diff_min:np.float64(-0.006428159773349762) - rollout_corr/ppl_ratio:np.float64(1.000808133278042) - rollout_corr/chi2_token:np.float64(0.002460258547216654) - rollout_corr/chi2_seq:np.float64(0.9476184649392962) - actor/pg_loss:np.float64(0.0001292722299695015) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00028929511245223694) - actor/ppo_kl:np.float64(0.00011834800343724083) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.29330509901046753) - perf/mfu/actor:np.float64(0.07469785903149992) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.59997940063477) - actor/lr:np.float64(1e-06) - training/global_step:48 - training/epoch:1 - critic/score/mean:0.83984375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.83984375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0029934286139905453 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0029934286139905453 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:406.0 - response_length/max:772.0 - response_length/min:181.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:406.0 - response_length_non_aborted/max:772.0 - response_length_non_aborted/min:181.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.84375 - prompt_length/max:488.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.766485214233398e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.962918195873499) - timing_s/agent_loop/generate_sequences/max:np.float64(6.8410259541124105) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.380887989165785) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.8410259541124105) - timing_s/agent_loop/slowest/tool_calls:np.float64(0
|
||
step:49 - global_seqlen/min:22267 - global_seqlen/max:29506 - global_seqlen/minmax_diff:7239 - global_seqlen/balanced_min:25325 - global_seqlen/balanced_max:25336 - global_seqlen/mean:25333.0 - actor/entropy:0.04938375577330589 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4130066931247711 - training/rollout_probs_diff_mean:0.0025434454437345266 - training/rollout_probs_diff_std:0.01367312390357256 - training/rollout_actor_probs_pearson_corr:0.9934003949165344 - rollout_corr/rollout_is_mean:1.0000077486038208 - rollout_corr/rollout_is_ratio_fraction_high:6.867053889436647e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002452519256621599 - rollout_corr/rollout_is_max:7.9477386474609375 - rollout_corr/rollout_is_min:0.18729040026664734 - rollout_corr/rollout_is_std:0.03583298996090889 - rollout_corr/rollout_is_eff_sample_size:0.9987174054849994 - rollout_corr/rollout_is_seq_mean:1.000023603439331 - rollout_corr/rollout_is_seq_std:0.002729950938373804 - rollout_corr/rollout_is_seq_max:1.0252361297607422 - rollout_corr/rollout_is_seq_min:0.9913330674171448 - rollout_corr/rollout_is_seq_max_deviation:0.025236129760742188 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0507496995851398) - rollout_corr/training_log_ppl:np.float64(0.04913640160611976) - rollout_corr/kl:np.float64(0.0014581667759543393) - rollout_corr/k3_kl:np.float64(0.0011762470113154677) - rollout_corr/rollout_ppl:np.float64(1.0492076580412686) - rollout_corr/rollout_log_ppl:np.float64(0.047678234113845974) - rollout_corr/log_ppl_diff:np.float64(0.0014581674922737875) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023839171653889935) - rollout_corr/log_ppl_diff_max:np.float64(0.019139260053634644) - rollout_corr/log_ppl_diff_min:np.float64(-0.007026508450508118) - rollout_corr/ppl_ratio:np.float64(1.0014637822750956) - rollout_corr/chi2_token:np.float64(0.00223412923514843) - rollout_corr/chi2_seq:np.float64(1.0949563854373991) - actor/pg_loss:np.float64(0.00034242914989590645) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006906314793013735) - actor/ppo_kl:np.float64(0.0007121005893691024) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2707485258579254) - perf/mfu/actor:np.float64(0.07335820600659577) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.67672348022461) - actor/lr:np.float64(1e-06) - training/global_step:49 - training/epoch:1 - critic/score/mean:0.640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0007933899760246277 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:0.0007933899760246277 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:398.1875 - response_length/max:1164.0 - response_length/min:196.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:398.1875 - response_length_non_aborted/max:1164.0 - response_length_non_aborted/min:196.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:393.46875 - prompt_length/max:486.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.410215377807617e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.303459979593754) - timing_s/agent_loop/generate_sequences/max:np.float64(8.49587570503354) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.2898935974008054) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.49587570503354) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) -
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 50}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
The given crystal structure has a rectangular (orthorhombic) unit cell because all the angles α, β, and γ are 90.00º. In an orthorhombic system, the volume of the unit cell is calculated as:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 = 1094.31 $$
|
||
|
||
Thus, the volume of the unit cell is 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_50
|
||
step:50 - global_seqlen/min:19545 - global_seqlen/max:29595 - global_seqlen/minmax_diff:10050 - global_seqlen/balanced_min:25379 - global_seqlen/balanced_max:25384 - global_seqlen/mean:25381.25 - actor/entropy:0.04783216118812561 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7039056420326233 - training/rollout_probs_diff_mean:0.00252446997910738 - training/rollout_probs_diff_std:0.014383954927325249 - training/rollout_actor_probs_pearson_corr:0.9927150011062622 - rollout_corr/rollout_is_mean:0.999859094619751 - rollout_corr/rollout_is_ratio_fraction_high:4.985144187230617e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002592274977359921 - rollout_corr/rollout_is_max:5.754598617553711 - rollout_corr/rollout_is_min:0.07292912155389786 - rollout_corr/rollout_is_std:0.03485316038131714 - rollout_corr/rollout_is_eff_sample_size:0.9987866122287246 - rollout_corr/rollout_is_seq_mean:0.9999264478683472 - rollout_corr/rollout_is_seq_std:0.0026216376572847366 - rollout_corr/rollout_is_seq_max:1.0235873460769653 - rollout_corr/rollout_is_seq_min:0.9895705580711365 - rollout_corr/rollout_is_seq_max_deviation:0.023587346076965332 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0526855518110096) - rollout_corr/training_log_ppl:np.float64(0.05071893223430379) - rollout_corr/kl:np.float64(0.001377381433474767) - rollout_corr/k3_kl:np.float64(0.001280714352795087) - rollout_corr/rollout_ppl:np.float64(1.0512280194088817) - rollout_corr/rollout_log_ppl:np.float64(0.049341550715325866) - rollout_corr/log_ppl_diff:np.float64(0.001377381518977927) - rollout_corr/log_ppl_abs_diff:np.float64(0.0023279554916371126) - rollout_corr/log_ppl_diff_max:np.float64(0.022277753800153732) - rollout_corr/log_ppl_diff_min:np.float64(-0.006641877815127373) - rollout_corr/ppl_ratio:np.float64(1.001384488772601) - rollout_corr/chi2_token:np.float64(0.0023646841291338205) - rollout_corr/chi2_seq:np.float64(0.9455087245441973) - actor/pg_loss:np.float64(0.00024931400548666716) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00032460508600706817) - actor/ppo_kl:np.float64(0.0004278824517598423) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2263021469116211) - perf/mfu/actor:np.float64(0.07391291988771881) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.61050033569336) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.754654255319149) - val-aux/sciknoweval/reward/std@16:np.float64(0.043705150970647255) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7703723404255318) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.036030076779019676) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7382021276595745) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.03575971681867158) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7542765957446809) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.04423605326107866) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7842978723404255) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.03044081024797837) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.7249468085106383) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.03036873282472957) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.755031914893617) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.03073653652091519) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7963829787234042) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.024887646288860848) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.7126595744680853) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.02476570728187557) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7547340425531914) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.017075358189754013) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.8071063829
|
||
step:51 - global_seqlen/min:22948 - global_seqlen/max:30587 - global_seqlen/minmax_diff:7639 - global_seqlen/balanced_min:25824 - global_seqlen/balanced_max:25826 - global_seqlen/mean:25825.0 - actor/entropy:0.047966454178094864 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6983711123466492 - training/rollout_probs_diff_mean:0.0022839412558823824 - training/rollout_probs_diff_std:0.012598144821822643 - training/rollout_actor_probs_pearson_corr:0.9943193793296814 - rollout_corr/rollout_is_mean:1.0000054836273193 - rollout_corr/rollout_is_ratio_fraction_high:6.572029087692499e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00016899504407774657 - rollout_corr/rollout_is_max:3.8465442657470703 - rollout_corr/rollout_is_min:0.13807864487171173 - rollout_corr/rollout_is_std:0.03345528244972229 - rollout_corr/rollout_is_eff_sample_size:0.9988821142567822 - rollout_corr/rollout_is_seq_mean:1.0000351667404175 - rollout_corr/rollout_is_seq_std:0.001773972762748599 - rollout_corr/rollout_is_seq_max:1.007016658782959 - rollout_corr/rollout_is_seq_min:0.9964668154716492 - rollout_corr/rollout_is_seq_max_deviation:0.007016658782958984 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.053481592796743) - rollout_corr/training_log_ppl:np.float64(0.05124455909572134) - rollout_corr/kl:np.float64(0.0009008934078220676) - rollout_corr/k3_kl:np.float64(0.0008094352686356387) - rollout_corr/rollout_ppl:np.float64(1.0525373336859047) - rollout_corr/rollout_log_ppl:np.float64(0.05034366530526313) - rollout_corr/log_ppl_diff:np.float64(0.0009008937904582126) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016325298729498172) - rollout_corr/log_ppl_diff_max:np.float64(0.00915449857711792) - rollout_corr/log_ppl_diff_min:np.float64(-0.00464421883225441) - rollout_corr/ppl_ratio:np.float64(1.0009034115355462) - rollout_corr/chi2_token:np.float64(0.0013905810192227364) - rollout_corr/chi2_seq:np.float64(0.24303906597197056) - actor/pg_loss:np.float64(-5.012843757867813e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003733771582119516) - actor/ppo_kl:np.float64(0.0002866417318674319) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.21566109731793404) - perf/mfu/actor:np.float64(0.07476824194362565) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.36287689208984) - actor/lr:np.float64(1e-06) - training/global_step:51 - training/epoch:1 - critic/score/mean:0.703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0038728031795471907 - critic/advantages/max:0.5 - critic/advantages/min:-0.75 - critic/returns/mean:-0.0038728031795471907 - critic/returns/max:0.5 - critic/returns/min:-0.75 - response_length/mean:416.0625 - response_length/max:723.0 - response_length/min:164.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:416.0625 - response_length_non_aborted/max:723.0 - response_length_non_aborted/min:164.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.96875 - prompt_length/max:519.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001530572772026062 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9842853043228388) - timing_s/agent_loop/generate_sequences/max:np.float64(6.769318075850606) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.696395583436242) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.769318075850606) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0)
|
||
step:52 - global_seqlen/min:24063 - global_seqlen/max:30643 - global_seqlen/minmax_diff:6580 - global_seqlen/balanced_min:27381 - global_seqlen/balanced_max:27384 - global_seqlen/mean:27383.0 - actor/entropy:0.04148118942975998 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3794129490852356 - training/rollout_probs_diff_mean:0.0021210412960499525 - training/rollout_probs_diff_std:0.012127730995416641 - training/rollout_actor_probs_pearson_corr:0.9938873648643494 - rollout_corr/rollout_is_mean:1.000080943107605 - rollout_corr/rollout_is_ratio_fraction_high:0.00012082298053428531 - rollout_corr/rollout_is_ratio_fraction_low:0.00021575530990958214 - rollout_corr/rollout_is_max:4.886763572692871 - rollout_corr/rollout_is_min:0.2553877532482147 - rollout_corr/rollout_is_std:0.03285301849246025 - rollout_corr/rollout_is_eff_sample_size:0.9989219617224367 - rollout_corr/rollout_is_seq_mean:1.000226616859436 - rollout_corr/rollout_is_seq_std:0.0021179071627557278 - rollout_corr/rollout_is_seq_max:1.0087249279022217 - rollout_corr/rollout_is_seq_min:0.9942286610603333 - rollout_corr/rollout_is_seq_max_deviation:0.00872492790222168 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0469471900723875) - rollout_corr/training_log_ppl:np.float64(0.04545338210209593) - rollout_corr/kl:np.float64(0.0006419764257740157) - rollout_corr/k3_kl:np.float64(0.0007060423155191842) - rollout_corr/rollout_ppl:np.float64(1.0462591429241002) - rollout_corr/rollout_log_ppl:np.float64(0.04481140532607242) - rollout_corr/log_ppl_diff:np.float64(0.0006419767760235118) - rollout_corr/log_ppl_abs_diff:np.float64(0.001562883453516406) - rollout_corr/log_ppl_diff_max:np.float64(0.011684022843837738) - rollout_corr/log_ppl_diff_min:np.float64(-0.005429472774267197) - rollout_corr/ppl_ratio:np.float64(1.000644227489829) - rollout_corr/chi2_token:np.float64(0.0016550992149859667) - rollout_corr/chi2_seq:np.float64(0.5347908311523497) - actor/pg_loss:np.float64(-4.171160981059074e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00023765303967593354) - actor/ppo_kl:np.float64(0.00018683375900252486) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.12192103452980518) - perf/mfu/actor:np.float64(0.07844641483725558) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.9221305847168) - actor/lr:np.float64(1e-06) - training/global_step:52 - training/epoch:1 - critic/score/mean:0.76953125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.76953125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0023128970060497522 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0023128970060497522 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:452.625 - response_length/max:822.0 - response_length/min:177.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:452.625 - response_length_non_aborted/max:822.0 - response_length_non_aborted/min:177.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:403.09375 - prompt_length/max:512.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.5616721510887146e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1250411551445723) - timing_s/agent_loop/generate_sequences/max:np.float64(7.574766311794519) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.067384771245997) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.574766311794519) - timing_s/agent_loop/slowest/tool_calls:np.float64(
|
||
step:53 - global_seqlen/min:22194 - global_seqlen/max:29378 - global_seqlen/minmax_diff:7184 - global_seqlen/balanced_min:25722 - global_seqlen/balanced_max:25723 - global_seqlen/mean:25722.125 - actor/entropy:0.045347992330789566 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9706128835678101 - training/rollout_probs_diff_mean:0.002372557995840907 - training/rollout_probs_diff_std:0.014113826677203178 - training/rollout_actor_probs_pearson_corr:0.9923505187034607 - rollout_corr/rollout_is_mean:0.9998732805252075 - rollout_corr/rollout_is_ratio_fraction_high:2.8757393010891974e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00024923073942773044 - rollout_corr/rollout_is_max:2.7349207401275635 - rollout_corr/rollout_is_min:7.710630598012358e-05 - rollout_corr/rollout_is_std:0.0333106592297554 - rollout_corr/rollout_is_eff_sample_size:0.9988915108353655 - rollout_corr/rollout_is_seq_mean:0.9999209046363831 - rollout_corr/rollout_is_seq_std:0.0020313896238803864 - rollout_corr/rollout_is_seq_max:1.0061156749725342 - rollout_corr/rollout_is_seq_min:0.9936782121658325 - rollout_corr/rollout_is_seq_max_deviation:0.0063217878341674805 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.051966101396829) - rollout_corr/training_log_ppl:np.float64(0.05026089035709447) - rollout_corr/kl:np.float64(0.0011716701351689451) - rollout_corr/k3_kl:np.float64(0.0010751419230672354) - rollout_corr/rollout_ppl:np.float64(1.0507349884137511) - rollout_corr/rollout_log_ppl:np.float64(0.049089219741290435) - rollout_corr/log_ppl_diff:np.float64(0.0011716706176230218) - rollout_corr/log_ppl_abs_diff:np.float64(0.0020845381368417293) - rollout_corr/log_ppl_diff_max:np.float64(0.03334299847483635) - rollout_corr/log_ppl_diff_min:np.float64(-0.004928275942802429) - rollout_corr/ppl_ratio:np.float64(1.0011795153841376) - rollout_corr/chi2_token:np.float64(0.0012073535472154617) - rollout_corr/chi2_seq:np.float64(0.5232194799464196) - actor/pg_loss:np.float64(-6.142677739262581e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002523157354517025) - actor/ppo_kl:np.float64(0.0002233287712201104) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.16869864612817764) - perf/mfu/actor:np.float64(0.07444512581583518) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.71920013427734) - actor/lr:np.float64(1e-06) - training/global_step:53 - training/epoch:2 - critic/score/mean:0.6328125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6328125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.002926064655184746 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:-0.002926064655184746 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:407.50390625 - response_length/max:817.0 - response_length/min:189.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:407.50390625 - response_length_non_aborted/max:817.0 - response_length_non_aborted/min:189.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:396.3125 - prompt_length/max:502.0 - prompt_length/min:262.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0005197636783123016 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0927931386977434) - timing_s/agent_loop/generate_sequences/max:np.float64(7.136662200093269) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.428619973019522) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.136662200093269) - timing_s/agent_loop/slowest/tool_call
|
||
step:54 - global_seqlen/min:22225 - global_seqlen/max:32555 - global_seqlen/minmax_diff:10330 - global_seqlen/balanced_min:28021 - global_seqlen/balanced_max:28435 - global_seqlen/mean:28074.25 - actor/entropy:0.050688885152339935 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5948752164840698 - training/rollout_probs_diff_mean:0.0021564157214015722 - training/rollout_probs_diff_std:0.012509707361459732 - training/rollout_actor_probs_pearson_corr:0.9947131276130676 - rollout_corr/rollout_is_mean:1.0001189708709717 - rollout_corr/rollout_is_ratio_fraction_high:0.00010016527085099369 - rollout_corr/rollout_is_ratio_fraction_low:0.0001669421180849895 - rollout_corr/rollout_is_max:4.710118770599365 - rollout_corr/rollout_is_min:0.012120777741074562 - rollout_corr/rollout_is_std:0.03328559920191765 - rollout_corr/rollout_is_eff_sample_size:0.9988934139614173 - rollout_corr/rollout_is_seq_mean:1.0001349449157715 - rollout_corr/rollout_is_seq_std:0.002031756564974785 - rollout_corr/rollout_is_seq_max:1.0122159719467163 - rollout_corr/rollout_is_seq_min:0.9934861063957214 - rollout_corr/rollout_is_seq_max_deviation:0.012215971946716309 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.054738669656217) - rollout_corr/training_log_ppl:np.float64(0.05224958515645994) - rollout_corr/kl:np.float64(0.0006914916284692652) - rollout_corr/k3_kl:np.float64(0.0008615583958970774) - rollout_corr/rollout_ppl:np.float64(1.053984981495887) - rollout_corr/rollout_log_ppl:np.float64(0.051558093260609894) - rollout_corr/log_ppl_diff:np.float64(0.0006914918958500493) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016903485884540714) - rollout_corr/log_ppl_diff_max:np.float64(0.02006283402442932) - rollout_corr/log_ppl_diff_min:np.float64(-0.007497852668166161) - rollout_corr/ppl_ratio:np.float64(1.0006947827059776) - rollout_corr/chi2_token:np.float64(0.0022294067312031984) - rollout_corr/chi2_seq:np.float64(1.1644210352096707) - actor/pg_loss:np.float64(9.966641664505005e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00029754303795925807) - actor/ppo_kl:np.float64(8.75349244502388e-05) - actor/pg_clipfrac_lower:np.float64(4.6837531044729985e-06) - actor/grad_norm:np.float64(0.22745876014232635) - perf/mfu/actor:np.float64(0.08115548760789604) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.72404098510742) - actor/lr:np.float64(1e-06) - training/global_step:54 - training/epoch:2 - critic/score/mean:0.5546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:6.155990558909252e-05 - critic/advantages/max:0.625 - critic/advantages/min:-0.5 - critic/returns/mean:6.155990558909252e-05 - critic/returns/max:0.625 - critic/returns/min:-0.5 - response_length/mean:467.9765625 - response_length/max:1653.0 - response_length/min:209.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:467.9765625 - response_length_non_aborted/max:1653.0 - response_length_non_aborted/min:209.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:409.34375 - prompt_length/max:524.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.813237607479095e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.5668025631457567) - timing_s/agent_loop/generate_sequences/max:np.float64(11.435457868501544) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.112390608905116) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(11.435457868501544) - timing_s/agent_loop/sl
|
||
step:55 - global_seqlen/min:22824 - global_seqlen/max:31101 - global_seqlen/minmax_diff:8277 - global_seqlen/balanced_min:27210 - global_seqlen/balanced_max:27215 - global_seqlen/mean:27212.125 - actor/entropy:0.03937111794948578 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7327499389648438 - training/rollout_probs_diff_mean:0.001998358638957143 - training/rollout_probs_diff_std:0.012327085249125957 - training/rollout_actor_probs_pearson_corr:0.9933736324310303 - rollout_corr/rollout_is_mean:0.9999356269836426 - rollout_corr/rollout_is_ratio_fraction_high:2.677973679965362e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00015175183943938464 - rollout_corr/rollout_is_max:2.404892683029175 - rollout_corr/rollout_is_min:0.08478856086730957 - rollout_corr/rollout_is_std:0.03068605810403824 - rollout_corr/rollout_is_eff_sample_size:0.9990592516626259 - rollout_corr/rollout_is_seq_mean:0.9998985528945923 - rollout_corr/rollout_is_seq_std:0.0018251852598041296 - rollout_corr/rollout_is_seq_max:1.005946397781372 - rollout_corr/rollout_is_seq_min:0.9921255707740784 - rollout_corr/rollout_is_seq_max_deviation:0.00787442922592163 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.045398538466543) - rollout_corr/training_log_ppl:np.float64(0.043960788469121326) - rollout_corr/kl:np.float64(0.0007093173290892985) - rollout_corr/k3_kl:np.float64(0.0007489784828464963) - rollout_corr/rollout_ppl:np.float64(1.0446436894126236) - rollout_corr/rollout_log_ppl:np.float64(0.04325147051258682) - rollout_corr/log_ppl_diff:np.float64(0.0007093179565345054) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016133448907567072) - rollout_corr/log_ppl_diff_max:np.float64(0.012227427214384079) - rollout_corr/log_ppl_diff_min:np.float64(-0.0077995359897613525) - rollout_corr/ppl_ratio:np.float64(1.0007119183428586) - rollout_corr/chi2_token:np.float64(0.0015946859493851662) - rollout_corr/chi2_seq:np.float64(0.6929341466166079) - actor/pg_loss:np.float64(-1.062639057636261e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003660259849311842) - actor/ppo_kl:np.float64(3.530177728094941e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.22072983905673027) - perf/mfu/actor:np.float64(0.07971274541131826) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.79170608520508) - actor/lr:np.float64(1e-06) - training/global_step:55 - training/epoch:2 - critic/score/mean:0.703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0010499887866899371 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0010499887866899371 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:437.59765625 - response_length/max:839.0 - response_length/min:181.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:437.59765625 - response_length_non_aborted/max:839.0 - response_length_non_aborted/min:181.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:412.78125 - prompt_length/max:519.0 - prompt_length/min:271.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014859624207019806 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1434442829340696) - timing_s/agent_loop/generate_sequences/max:np.float64(7.360479846596718) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.855869824379624) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.360479846596718) - timing_s/agent_loop/slowest/tool_calls:np.
|
||
step:56 - global_seqlen/min:20051 - global_seqlen/max:30785 - global_seqlen/minmax_diff:10734 - global_seqlen/balanced_min:26229 - global_seqlen/balanced_max:26232 - global_seqlen/mean:26230.875 - actor/entropy:0.0529906265437603 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5311316251754761 - training/rollout_probs_diff_mean:0.0022014498244971037 - training/rollout_probs_diff_std:0.01207329798489809 - training/rollout_actor_probs_pearson_corr:0.995204508304596 - rollout_corr/rollout_is_mean:1.0000399351119995 - rollout_corr/rollout_is_ratio_fraction_high:4.456685564946383e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002050075272563845 - rollout_corr/rollout_is_max:3.5453238487243652 - rollout_corr/rollout_is_min:0.25997379422187805 - rollout_corr/rollout_is_std:0.031217558309435844 - rollout_corr/rollout_is_eff_sample_size:0.9990262938763221 - rollout_corr/rollout_is_seq_mean:1.000037431716919 - rollout_corr/rollout_is_seq_std:0.0017291160766035318 - rollout_corr/rollout_is_seq_max:1.0075055360794067 - rollout_corr/rollout_is_seq_min:0.9947180151939392 - rollout_corr/rollout_is_seq_max_deviation:0.007505536079406738 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0539798219688237) - rollout_corr/training_log_ppl:np.float64(0.051764934929451556) - rollout_corr/kl:np.float64(0.0005245974664322972) - rollout_corr/k3_kl:np.float64(0.0006912269404182325) - rollout_corr/rollout_ppl:np.float64(1.053418517112732) - rollout_corr/rollout_log_ppl:np.float64(0.05124033657648397) - rollout_corr/log_ppl_diff:np.float64(0.0005245983529675868) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015802559655639925) - rollout_corr/log_ppl_diff_max:np.float64(0.009826317429542542) - rollout_corr/log_ppl_diff_min:np.float64(-0.006994552910327911) - rollout_corr/ppl_ratio:np.float64(1.0005270240362734) - rollout_corr/chi2_token:np.float64(0.0019079502671957016) - rollout_corr/chi2_seq:np.float64(2.325224193977192) - actor/pg_loss:np.float64(5.835480988025665e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00020010624029964674) - actor/ppo_kl:np.float64(-4.901502908438715e-06) - actor/pg_clipfrac_lower:np.float64(1.2056327250320464e-05) - actor/grad_norm:np.float64(0.14924942329525948) - perf/mfu/actor:np.float64(0.07587062526530655) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.75049591064453) - actor/lr:np.float64(1e-06) - training/global_step:56 - training/epoch:2 - critic/score/mean:0.81640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.81640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003285691374912858 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.003285691374912858 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:438.24609375 - response_length/max:949.0 - response_length/min:183.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:438.24609375 - response_length_non_aborted/max:949.0 - response_length_non_aborted/min:183.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:381.46875 - prompt_length/max:480.0 - prompt_length/min:261.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00016895495355129242 - timing_s/agent_loop/generate_sequences/min:np.float64(2.157773807644844) - timing_s/agent_loop/generate_sequences/max:np.float64(7.804611839354038) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.670612991540111) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.804611839354038) - timing_s/agent_loop/
|
||
step:57 - global_seqlen/min:22959 - global_seqlen/max:29561 - global_seqlen/minmax_diff:6602 - global_seqlen/balanced_min:26322 - global_seqlen/balanced_max:26323 - global_seqlen/mean:26322.625 - actor/entropy:0.05216638371348381 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6357130408287048 - training/rollout_probs_diff_mean:0.002540565561503172 - training/rollout_probs_diff_std:0.013406551443040371 - training/rollout_actor_probs_pearson_corr:0.9938746690750122 - rollout_corr/rollout_is_mean:0.9999613761901855 - rollout_corr/rollout_is_ratio_fraction_high:9.433516970602795e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001981038658414036 - rollout_corr/rollout_is_max:5.376122951507568 - rollout_corr/rollout_is_min:0.25212863087654114 - rollout_corr/rollout_is_std:0.03450770303606987 - rollout_corr/rollout_is_eff_sample_size:0.9988103968292807 - rollout_corr/rollout_is_seq_mean:1.0000181198120117 - rollout_corr/rollout_is_seq_std:0.002236654283478856 - rollout_corr/rollout_is_seq_max:1.0119788646697998 - rollout_corr/rollout_is_seq_min:0.9929762482643127 - rollout_corr/rollout_is_seq_max_deviation:0.011978864669799805 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0550304455682635) - rollout_corr/training_log_ppl:np.float64(0.053291174070182024) - rollout_corr/kl:np.float64(0.0007571155535259777) - rollout_corr/k3_kl:np.float64(0.0009619000965201963) - rollout_corr/rollout_ppl:np.float64(1.0542305344715714) - rollout_corr/rollout_log_ppl:np.float64(0.052534058328092215) - rollout_corr/log_ppl_diff:np.float64(0.0007571157420898089) - rollout_corr/log_ppl_abs_diff:np.float64(0.0018027576970780501) - rollout_corr/log_ppl_diff_max:np.float64(0.01066737249493599) - rollout_corr/log_ppl_diff_min:np.float64(-0.0055869147181510925) - rollout_corr/ppl_ratio:np.float64(1.0007602223195136) - rollout_corr/chi2_token:np.float64(0.003015274414792657) - rollout_corr/chi2_seq:np.float64(1.4729875740595162) - actor/pg_loss:np.float64(0.0003496753051877022) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005416328058345243) - actor/ppo_kl:np.float64(9.268780859983394e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.4019697979092598) - perf/mfu/actor:np.float64(0.07667169391184367) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.74153518676758) - actor/lr:np.float64(1e-06) - training/global_step:57 - training/epoch:2 - critic/score/mean:0.7578125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7578125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.00010376868885941803 - critic/advantages/max:0.625 - critic/advantages/min:-0.75 - critic/returns/mean:-0.00010376868885941803 - critic/returns/max:0.625 - critic/returns/min:-0.75 - response_length/mean:414.08203125 - response_length/max:801.0 - response_length/min:200.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:414.08203125 - response_length_non_aborted/max:801.0 - response_length_non_aborted/min:200.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:408.5 - prompt_length/max:499.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.818188846111298e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.395354215055704) - timing_s/agent_loop/generate_sequences/max:np.float64(6.992354471236467) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.578056915801426) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.992354471236467) - timing_s/agent_loop/slowest/tool_calls:np.fl
|
||
step:58 - global_seqlen/min:23813 - global_seqlen/max:31584 - global_seqlen/minmax_diff:7771 - global_seqlen/balanced_min:26740 - global_seqlen/balanced_max:26743 - global_seqlen/mean:26741.625 - actor/entropy:0.04503406956791878 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.44297531247138977 - training/rollout_probs_diff_mean:0.001968941418454051 - training/rollout_probs_diff_std:0.011529196053743362 - training/rollout_actor_probs_pearson_corr:0.9949560761451721 - rollout_corr/rollout_is_mean:0.9999918341636658 - rollout_corr/rollout_is_ratio_fraction_high:8.61734661157243e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00012064285692758858 - rollout_corr/rollout_is_max:2.3352396488189697 - rollout_corr/rollout_is_min:0.26035764813423157 - rollout_corr/rollout_is_std:0.029946811497211456 - rollout_corr/rollout_is_eff_sample_size:0.9991038730691704 - rollout_corr/rollout_is_seq_mean:1.0000433921813965 - rollout_corr/rollout_is_seq_std:0.001880717114545405 - rollout_corr/rollout_is_seq_max:1.0093436241149902 - rollout_corr/rollout_is_seq_min:0.9919431209564209 - rollout_corr/rollout_is_seq_max_deviation:0.009343624114990234 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0515558468177915) - rollout_corr/training_log_ppl:np.float64(0.04978281667899864) - rollout_corr/kl:np.float64(0.0008949635980393111) - rollout_corr/k3_kl:np.float64(0.0006857588285384963) - rollout_corr/rollout_ppl:np.float64(1.050603509414941) - rollout_corr/rollout_log_ppl:np.float64(0.048887852818552346) - rollout_corr/log_ppl_diff:np.float64(0.0008949638604462962) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017536951518195565) - rollout_corr/log_ppl_diff_max:np.float64(0.01226063072681427) - rollout_corr/log_ppl_diff_min:np.float64(-0.006492689251899719) - rollout_corr/ppl_ratio:np.float64(1.0008981772698462) - rollout_corr/chi2_token:np.float64(0.000994114438071847) - rollout_corr/chi2_seq:np.float64(0.4707074877806008) - actor/pg_loss:np.float64(-5.066883750259876e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00028918130146848853) - actor/ppo_kl:np.float64(0.00038876773286822264) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.15863015316426754) - perf/mfu/actor:np.float64(0.07820272206962162) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.78412246704102) - actor/lr:np.float64(1e-06) - training/global_step:58 - training/epoch:2 - critic/score/mean:0.828125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.828125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00048257142771035433 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.00048257142771035433 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:453.30078125 - response_length/max:991.0 - response_length/min:194.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:453.30078125 - response_length_non_aborted/max:991.0 - response_length_non_aborted/min:194.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:382.375 - prompt_length/max:482.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.19018280506134e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.2879326082766056) - timing_s/agent_loop/generate_sequences/max:np.float64(8.235209224745631) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.9104437457208405) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.235209224745631) - timing_s/agent_loop/slowest/tool_calls:
|
||
step:59 - global_seqlen/min:21733 - global_seqlen/max:30427 - global_seqlen/minmax_diff:8694 - global_seqlen/balanced_min:25465 - global_seqlen/balanced_max:25475 - global_seqlen/mean:25472.75 - actor/entropy:0.05039264261722565 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5450959205627441 - training/rollout_probs_diff_mean:0.0021395166404545307 - training/rollout_probs_diff_std:0.011858855374157429 - training/rollout_actor_probs_pearson_corr:0.9952424764633179 - rollout_corr/rollout_is_mean:0.9999675154685974 - rollout_corr/rollout_is_ratio_fraction_high:4.703580270870589e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00015992173575796187 - rollout_corr/rollout_is_max:2.271881103515625 - rollout_corr/rollout_is_min:0.18539360165596008 - rollout_corr/rollout_is_std:0.03195911645889282 - rollout_corr/rollout_is_eff_sample_size:0.9989795380042602 - rollout_corr/rollout_is_seq_mean:1.0000231266021729 - rollout_corr/rollout_is_seq_std:0.001936701126396656 - rollout_corr/rollout_is_seq_max:1.007285237312317 - rollout_corr/rollout_is_seq_min:0.9922624826431274 - rollout_corr/rollout_is_seq_max_deviation:0.007737517356872559 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0550377136096358) - rollout_corr/training_log_ppl:np.float64(0.052757243649466545) - rollout_corr/kl:np.float64(0.0007581577460911149) - rollout_corr/k3_kl:np.float64(0.0007770038147141278) - rollout_corr/rollout_ppl:np.float64(1.054213949944824) - rollout_corr/rollout_log_ppl:np.float64(0.051999084589624545) - rollout_corr/log_ppl_diff:np.float64(0.0007581590598420007) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016631113194307545) - rollout_corr/log_ppl_diff_max:np.float64(0.011454001069068909) - rollout_corr/log_ppl_diff_min:np.float64(-0.005804732441902161) - rollout_corr/ppl_ratio:np.float64(1.0007612542249262) - rollout_corr/chi2_token:np.float64(0.0015565590001642704) - rollout_corr/chi2_seq:np.float64(0.4730744904372841) - actor/pg_loss:np.float64(1.940352376550436e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00039659078493059496) - actor/ppo_kl:np.float64(0.00021726011601685968) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2132607400417328) - perf/mfu/actor:np.float64(0.07411381237442019) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.73226928710938) - actor/lr:np.float64(1e-06) - training/global_step:59 - training/epoch:2 - critic/score/mean:0.65234375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.65234375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0019613930489867926 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0019613930489867926 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:415.2421875 - response_length/max:1164.0 - response_length/min:193.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:415.2421875 - response_length_non_aborted/max:1164.0 - response_length_non_aborted/min:193.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:380.78125 - prompt_length/max:518.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.7937814593315125e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.5911886040121317) - timing_s/agent_loop/generate_sequences/max:np.float64(8.663472402840853) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.082937864332052) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.663472402840853) - timing_s/agent_loop/slowest/tool_c
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 60}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
To calculate the volume of the unit cell for a crystal structure with orthogonal lattice parameters (α = β = γ = 90.00º), we use the formula for the volume of a unit cell in a cubic or orthorhombic system:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 \approx 1094.31 $$
|
||
|
||
Therefore, the volume of the unit cell is approximately 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_60
|
||
step:60 - global_seqlen/min:22324 - global_seqlen/max:29522 - global_seqlen/minmax_diff:7198 - global_seqlen/balanced_min:26684 - global_seqlen/balanced_max:26689 - global_seqlen/mean:26686.0 - actor/entropy:0.05162710323929787 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5994813442230225 - training/rollout_probs_diff_mean:0.002199057023972273 - training/rollout_probs_diff_std:0.011910058557987213 - training/rollout_actor_probs_pearson_corr:0.9950743317604065 - rollout_corr/rollout_is_mean:0.9999393224716187 - rollout_corr/rollout_is_ratio_fraction_high:5.1888750022044405e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001643143768887967 - rollout_corr/rollout_is_max:2.546652317047119 - rollout_corr/rollout_is_min:0.3058864176273346 - rollout_corr/rollout_is_std:0.03131287917494774 - rollout_corr/rollout_is_eff_sample_size:0.9990201070974829 - rollout_corr/rollout_is_seq_mean:0.9999314546585083 - rollout_corr/rollout_is_seq_std:0.0016388982767239213 - rollout_corr/rollout_is_seq_max:1.006493091583252 - rollout_corr/rollout_is_seq_min:0.9942454695701599 - rollout_corr/rollout_is_seq_max_deviation:0.006493091583251953 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0566336568444967) - rollout_corr/training_log_ppl:np.float64(0.05417421268612088) - rollout_corr/kl:np.float64(0.0006475147506446177) - rollout_corr/k3_kl:np.float64(0.0006050457191193459) - rollout_corr/rollout_ppl:np.float64(1.0559430145658553) - rollout_corr/rollout_log_ppl:np.float64(0.053526697716733906) - rollout_corr/log_ppl_diff:np.float64(0.0006475149693869753) - rollout_corr/log_ppl_abs_diff:np.float64(0.001334731154202018) - rollout_corr/log_ppl_diff_max:np.float64(0.005721639841794968) - rollout_corr/log_ppl_diff_min:np.float64(-0.003946289420127869) - rollout_corr/ppl_ratio:np.float64(1.0006490682717413) - rollout_corr/chi2_token:np.float64(0.0011737903114408255) - rollout_corr/chi2_seq:np.float64(0.29386569769121706) - actor/pg_loss:np.float64(1.2919190339744091e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00010246875945085776) - actor/ppo_kl:np.float64(4.286962526833804e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.1441601449623704) - perf/mfu/actor:np.float64(0.07813690259122516) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.65783309936523) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7659574468085106) - val-aux/sciknoweval/reward/std@16:np.float64(0.06572326778442847) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7910957446808511) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.04845734779229193) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7411595744680852) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.06408244632173159) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7662446808510638) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.06548697716699092) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.8093297872340427) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.03171909176319926) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.716531914893617) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.05771009946399257) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7697872340425533) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.04814177644558915) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.8216702127659574) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.018530557466029343) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.6918085106382978) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.050328059993951034) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.770436170212766) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.029727463536568386) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.82785106
|
||
step:61 - global_seqlen/min:22651 - global_seqlen/max:30181 - global_seqlen/minmax_diff:7530 - global_seqlen/balanced_min:27064 - global_seqlen/balanced_max:27068 - global_seqlen/mean:27066.375 - actor/entropy:0.04668615758419037 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9814402461051941 - training/rollout_probs_diff_mean:0.0021403066348284483 - training/rollout_probs_diff_std:0.011851292103528976 - training/rollout_actor_probs_pearson_corr:0.9946837425231934 - rollout_corr/rollout_is_mean:1.0000090599060059 - rollout_corr/rollout_is_ratio_fraction_high:4.512187297223136e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.317062070593238e-05 - rollout_corr/rollout_is_max:4.31656551361084 - rollout_corr/rollout_is_min:0.0025121995713561773 - rollout_corr/rollout_is_std:0.030438372865319252 - rollout_corr/rollout_is_eff_sample_size:0.9990741250219439 - rollout_corr/rollout_is_seq_mean:1.0000107288360596 - rollout_corr/rollout_is_seq_std:0.0016845143400132656 - rollout_corr/rollout_is_seq_max:1.005863904953003 - rollout_corr/rollout_is_seq_min:0.9939930438995361 - rollout_corr/rollout_is_seq_max_deviation:0.006006956100463867 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.050461934413761) - rollout_corr/training_log_ppl:np.float64(0.04892735888097377) - rollout_corr/kl:np.float64(0.000603220537530369) - rollout_corr/k3_kl:np.float64(0.0006021562215039467) - rollout_corr/rollout_ppl:np.float64(1.0498226466588676) - rollout_corr/rollout_log_ppl:np.float64(0.0483241376150545) - rollout_corr/log_ppl_diff:np.float64(0.0006032212659192737) - rollout_corr/log_ppl_abs_diff:np.float64(0.0014146280736895278) - rollout_corr/log_ppl_diff_max:np.float64(0.006837852299213409) - rollout_corr/log_ppl_diff_min:np.float64(-0.0043100640177726746) - rollout_corr/ppl_ratio:np.float64(1.0006050020456314) - rollout_corr/chi2_token:np.float64(0.001273707253858447) - rollout_corr/chi2_seq:np.float64(0.7202077922411263) - actor/pg_loss:np.float64(8.88691283762455e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002183186552429106) - actor/ppo_kl:np.float64(8.91062679491128e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.17633902095258236) - perf/mfu/actor:np.float64(0.07987819575197866) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.01884841918945) - actor/lr:np.float64(1e-06) - training/global_step:61 - training/epoch:2 - critic/score/mean:0.81640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.81640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.001191217452287674 - critic/advantages/max:0.625 - critic/advantages/min:-0.625 - critic/returns/mean:-0.001191217452287674 - critic/returns/max:0.625 - critic/returns/min:-0.625 - response_length/mean:432.85546875 - response_length/max:849.0 - response_length/min:194.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:432.85546875 - response_length_non_aborted/max:849.0 - response_length_non_aborted/min:194.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:412.96875 - prompt_length/max:509.0 - prompt_length/min:269.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014674849808216095 - timing_s/agent_loop/generate_sequences/min:np.float64(2.280557092279196) - timing_s/agent_loop/generate_sequences/max:np.float64(7.401343552395701) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.785547939638491) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.401343552395701) - timing_s/agent_loop/slowest/tool_calls:np
|
||
step:62 - global_seqlen/min:19889 - global_seqlen/max:31968 - global_seqlen/minmax_diff:12079 - global_seqlen/balanced_min:27571 - global_seqlen/balanced_max:27574 - global_seqlen/mean:27572.5 - actor/entropy:0.051550526171922684 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.39407843351364136 - training/rollout_probs_diff_mean:0.002012582030147314 - training/rollout_probs_diff_std:0.010950378142297268 - training/rollout_actor_probs_pearson_corr:0.9959352612495422 - rollout_corr/rollout_is_mean:0.9998511672019958 - rollout_corr/rollout_is_ratio_fraction_high:4.124187398701906e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00011547725443961099 - rollout_corr/rollout_is_max:3.03580904006958 - rollout_corr/rollout_is_min:0.20092754065990448 - rollout_corr/rollout_is_std:0.02988305129110813 - rollout_corr/rollout_is_eff_sample_size:0.9991075619504816 - rollout_corr/rollout_is_seq_mean:0.9998239874839783 - rollout_corr/rollout_is_seq_std:0.0016010386170819402 - rollout_corr/rollout_is_seq_max:1.0069009065628052 - rollout_corr/rollout_is_seq_min:0.9938949346542358 - rollout_corr/rollout_is_seq_max_deviation:0.006900906562805176 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0581231056712568) - rollout_corr/training_log_ppl:np.float64(0.05531671060361987) - rollout_corr/kl:np.float64(0.0006843379073320222) - rollout_corr/k3_kl:np.float64(0.0005994963409978737) - rollout_corr/rollout_ppl:np.float64(1.0573846632614732) - rollout_corr/rollout_log_ppl:np.float64(0.054632372406558716) - rollout_corr/log_ppl_diff:np.float64(0.0006843381970611517) - rollout_corr/log_ppl_abs_diff:np.float64(0.0014233539905035286) - rollout_corr/log_ppl_diff_max:np.float64(0.007586754858493805) - rollout_corr/log_ppl_diff_min:np.float64(-0.006864540278911591) - rollout_corr/ppl_ratio:np.float64(1.0006862331647426) - rollout_corr/chi2_token:np.float64(0.0011065129656344652) - rollout_corr/chi2_seq:np.float64(0.39669181080535054) - actor/pg_loss:np.float64(0.000123962527140975) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002980156982630433) - actor/ppo_kl:np.float64(-3.147265968017621e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.18734022229909897) - perf/mfu/actor:np.float64(0.08001500507219289) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.9618034362793) - actor/lr:np.float64(1e-06) - training/global_step:62 - training/epoch:2 - critic/score/mean:0.8125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.8125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0021177702583372593 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:-0.0021177702583372593 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:473.578125 - response_length/max:869.0 - response_length/min:190.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:473.578125 - response_length_non_aborted/max:869.0 - response_length_non_aborted/min:190.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:388.0625 - prompt_length/max:541.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00011656433343887329 - timing_s/agent_loop/generate_sequences/min:np.float64(2.2676097843796015) - timing_s/agent_loop/generate_sequences/max:np.float64(7.916997352614999) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.074865577968012) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.916997352614999) - timing_s/agent_loop/slowest/tool_calls:np.float6
|
||
step:63 - global_seqlen/min:22750 - global_seqlen/max:31743 - global_seqlen/minmax_diff:8993 - global_seqlen/balanced_min:27867 - global_seqlen/balanced_max:27870 - global_seqlen/mean:27868.75 - actor/entropy:0.05611368641257286 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8753384351730347 - training/rollout_probs_diff_mean:0.00235021417029202 - training/rollout_probs_diff_std:0.012638549320399761 - training/rollout_actor_probs_pearson_corr:0.9949365258216858 - rollout_corr/rollout_is_mean:0.9998043775558472 - rollout_corr/rollout_is_ratio_fraction_high:3.3713735319906846e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00022756772523280233 - rollout_corr/rollout_is_max:3.568155288696289 - rollout_corr/rollout_is_min:0.024168552830815315 - rollout_corr/rollout_is_std:0.03174109756946564 - rollout_corr/rollout_is_eff_sample_size:0.9989931003256733 - rollout_corr/rollout_is_seq_mean:0.999756932258606 - rollout_corr/rollout_is_seq_std:0.0016375579871237278 - rollout_corr/rollout_is_seq_max:1.0047188997268677 - rollout_corr/rollout_is_seq_min:0.9944717288017273 - rollout_corr/rollout_is_seq_max_deviation:0.005528271198272705 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.059029346331954) - rollout_corr/training_log_ppl:np.float64(0.056891138083301485) - rollout_corr/kl:np.float64(0.001084191916399746) - rollout_corr/k3_kl:np.float64(0.0009494085434624822) - rollout_corr/rollout_ppl:np.float64(1.0578639972954988) - rollout_corr/rollout_log_ppl:np.float64(0.05580694597938418) - rollout_corr/log_ppl_diff:np.float64(0.001084192103917303) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017548447949593537) - rollout_corr/log_ppl_diff_max:np.float64(0.016530685126781464) - rollout_corr/log_ppl_diff_min:np.float64(-0.006118997931480408) - rollout_corr/ppl_ratio:np.float64(1.0010877882596105) - rollout_corr/chi2_token:np.float64(0.0015552681870758533) - rollout_corr/chi2_seq:np.float64(0.7069385580252856) - actor/pg_loss:np.float64(7.042405195534229e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005038880426582182) - actor/ppo_kl:np.float64(0.00020799350089895086) - actor/pg_clipfrac_lower:np.float64(7.141225069062784e-06) - actor/grad_norm:np.float64(0.2414776235818863) - perf/mfu/actor:np.float64(0.08123417216512625) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.89482116699219) - actor/lr:np.float64(1e-06) - training/global_step:63 - training/epoch:2 - critic/score/mean:0.71875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.71875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.003714832244440913 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.003714832244440913 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:463.4609375 - response_length/max:734.0 - response_length/min:212.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:463.4609375 - response_length_non_aborted/max:734.0 - response_length_non_aborted/min:212.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:407.4375 - prompt_length/max:483.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001302771270275116 - timing_s/agent_loop/generate_sequences/min:np.float64(2.6069273613393307) - timing_s/agent_loop/generate_sequences/max:np.float64(7.248260343447328) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.240580555146153) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.248260343447328) - timing_s/agent_loop/slowest/tool_
|
||
step:64 - global_seqlen/min:22456 - global_seqlen/max:31666 - global_seqlen/minmax_diff:9210 - global_seqlen/balanced_min:27417 - global_seqlen/balanced_max:27430 - global_seqlen/mean:27426.875 - actor/entropy:0.05738339573144913 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9152472019195557 - training/rollout_probs_diff_mean:0.002285720780491829 - training/rollout_probs_diff_std:0.01237183902412653 - training/rollout_actor_probs_pearson_corr:0.9951571822166443 - rollout_corr/rollout_is_mean:0.9999684691429138 - rollout_corr/rollout_is_ratio_fraction_high:6.70786394039169e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00020123591821175069 - rollout_corr/rollout_is_max:3.6475942134857178 - rollout_corr/rollout_is_min:0.0008141319849528372 - rollout_corr/rollout_is_std:0.03171761706471443 - rollout_corr/rollout_is_eff_sample_size:0.9989951228086639 - rollout_corr/rollout_is_seq_mean:1.0000218152999878 - rollout_corr/rollout_is_seq_std:0.001857783179730177 - rollout_corr/rollout_is_seq_max:1.0079878568649292 - rollout_corr/rollout_is_seq_min:0.995285153388977 - rollout_corr/rollout_is_seq_max_deviation:0.0079878568649292 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0603100107982755) - rollout_corr/training_log_ppl:np.float64(0.05805522078753711) - rollout_corr/kl:np.float64(0.0008025542520773143) - rollout_corr/k3_kl:np.float64(0.0007265918333985155) - rollout_corr/rollout_ppl:np.float64(1.0594583237543702) - rollout_corr/rollout_log_ppl:np.float64(0.05725266630270198) - rollout_corr/log_ppl_diff:np.float64(0.0008025544848351274) - rollout_corr/log_ppl_abs_diff:np.float64(0.00158304631622741) - rollout_corr/log_ppl_diff_max:np.float64(0.01399629469960928) - rollout_corr/log_ppl_diff_min:np.float64(-0.006409764289855957) - rollout_corr/ppl_ratio:np.float64(1.0008053586352617) - rollout_corr/chi2_token:np.float64(0.0011819545179605484) - rollout_corr/chi2_seq:np.float64(0.5894116314593703) - actor/pg_loss:np.float64(5.361693911254406e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00022254843497648835) - actor/ppo_kl:np.float64(0.00014225537064760374) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.1416674293577671) - perf/mfu/actor:np.float64(0.07974473268887006) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.9585189819336) - actor/lr:np.float64(1e-06) - training/global_step:64 - training/epoch:2 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0006120926118455827 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:0.0006120926118455827 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:465.87109375 - response_length/max:1351.0 - response_length/min:183.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:465.87109375 - response_length_non_aborted/max:1351.0 - response_length_non_aborted/min:183.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:391.21875 - prompt_length/max:473.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014016218483448029 - timing_s/agent_loop/generate_sequences/min:np.float64(2.30619840323925) - timing_s/agent_loop/generate_sequences/max:np.float64(10.024490017443895) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.053645237327146) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(10.024490017443895) - timing_s/agent_loop/slowest/tool_calls:np.fl
|
||
step:65 - global_seqlen/min:23956 - global_seqlen/max:32040 - global_seqlen/minmax_diff:8084 - global_seqlen/balanced_min:27551 - global_seqlen/balanced_max:27554 - global_seqlen/mean:27552.875 - actor/entropy:0.057285018265247345 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9857746362686157 - training/rollout_probs_diff_mean:0.0022721809800714254 - training/rollout_probs_diff_std:0.011948187835514545 - training/rollout_actor_probs_pearson_corr:0.9954981207847595 - rollout_corr/rollout_is_mean:0.999977707862854 - rollout_corr/rollout_is_ratio_fraction_high:4.223008727421984e-05 - rollout_corr/rollout_is_ratio_fraction_low:9.290619345847517e-05 - rollout_corr/rollout_is_max:2.934908866882324 - rollout_corr/rollout_is_min:0.00012515588605310768 - rollout_corr/rollout_is_std:0.030582938343286514 - rollout_corr/rollout_is_eff_sample_size:0.9990656768995193 - rollout_corr/rollout_is_seq_mean:0.9999144077301025 - rollout_corr/rollout_is_seq_std:0.0015106865903362632 - rollout_corr/rollout_is_seq_max:1.0071814060211182 - rollout_corr/rollout_is_seq_min:0.9931866526603699 - rollout_corr/rollout_is_seq_max_deviation:0.007181406021118164 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0590817909687757) - rollout_corr/training_log_ppl:np.float64(0.056948647466015245) - rollout_corr/kl:np.float64(0.0009208322066633912) - rollout_corr/k3_kl:np.float64(0.0007086626972592214) - rollout_corr/rollout_ppl:np.float64(1.0580947631970048) - rollout_corr/rollout_log_ppl:np.float64(0.056027814742265036) - rollout_corr/log_ppl_diff:np.float64(0.000920832723750209) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015465557053175871) - rollout_corr/log_ppl_diff_max:np.float64(0.04472583904862404) - rollout_corr/log_ppl_diff_min:np.float64(-0.0034879669547080994) - rollout_corr/ppl_ratio:np.float64(1.0009265248663723) - rollout_corr/chi2_token:np.float64(0.0007443218491971493) - rollout_corr/chi2_seq:np.float64(0.32490317872725427) - actor/pg_loss:np.float64(8.13810620456934e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00021921267580182757) - actor/ppo_kl:np.float64(0.00017427348481557914) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.15104441531002522) - perf/mfu/actor:np.float64(0.07975940101080513) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.91822576522827) - actor/lr:np.float64(1e-06) - training/global_step:65 - training/epoch:2 - critic/score/mean:0.60546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.60546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0017124300356954336 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0017124300356954336 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:462.49609375 - response_length/max:844.0 - response_length/min:167.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:462.49609375 - response_length_non_aborted/max:844.0 - response_length_non_aborted/min:167.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:398.53125 - prompt_length/max:490.0 - prompt_length/min:189.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.055621922016144e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0171640664339066) - timing_s/agent_loop/generate_sequences/max:np.float64(7.7834068443626165) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.158651270903647) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.7834068443626165) - timing_s/agent_loop/slowes
|
||
step:66 - global_seqlen/min:17960 - global_seqlen/max:31792 - global_seqlen/minmax_diff:13832 - global_seqlen/balanced_min:27059 - global_seqlen/balanced_max:27063 - global_seqlen/mean:27060.75 - actor/entropy:0.04720494896173477 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9590364098548889 - training/rollout_probs_diff_mean:0.0019200732931494713 - training/rollout_probs_diff_std:0.011346276849508286 - training/rollout_actor_probs_pearson_corr:0.9953361749649048 - rollout_corr/rollout_is_mean:1.000046968460083 - rollout_corr/rollout_is_ratio_fraction_high:7.685082528041676e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001280847063753754 - rollout_corr/rollout_is_max:2.691246747970581 - rollout_corr/rollout_is_min:0.004978310316801071 - rollout_corr/rollout_is_std:0.028717413544654846 - rollout_corr/rollout_is_eff_sample_size:0.9991761087007662 - rollout_corr/rollout_is_seq_mean:1.0001097917556763 - rollout_corr/rollout_is_seq_std:0.001836672076024115 - rollout_corr/rollout_is_seq_max:1.008939504623413 - rollout_corr/rollout_is_seq_min:0.9934665560722351 - rollout_corr/rollout_is_seq_max_deviation:0.008939504623413086 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0522325839847326) - rollout_corr/training_log_ppl:np.float64(0.050349305447525694) - rollout_corr/kl:np.float64(0.0005636716403429887) - rollout_corr/k3_kl:np.float64(0.0005898027524544602) - rollout_corr/rollout_ppl:np.float64(1.0516338841989636) - rollout_corr/rollout_log_ppl:np.float64(0.049785633285864606) - rollout_corr/log_ppl_diff:np.float64(0.0005636721616610885) - rollout_corr/log_ppl_abs_diff:np.float64(0.001345603548543295) - rollout_corr/log_ppl_diff_max:np.float64(0.011321118101477623) - rollout_corr/log_ppl_diff_min:np.float64(-0.00591813400387764) - rollout_corr/ppl_ratio:np.float64(1.000565622933209) - rollout_corr/chi2_token:np.float64(0.001125197159126401) - rollout_corr/chi2_seq:np.float64(0.4393501377198845) - actor/pg_loss:np.float64(-2.727378159761429e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(9.9025590770907e-05) - actor/ppo_kl:np.float64(0.0001293788432247256) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.14534942619502544) - perf/mfu/actor:np.float64(0.07916224655585877) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.96170043945312) - actor/lr:np.float64(1e-06) - training/global_step:66 - training/epoch:2 - critic/score/mean:0.70703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.70703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.002114464994519949 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.002114464994519949 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:457.4609375 - response_length/max:887.0 - response_length/min:171.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:457.4609375 - response_length_non_aborted/max:887.0 - response_length_non_aborted/min:171.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:388.1875 - prompt_length/max:475.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:6.833672523498535e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.202094092965126) - timing_s/agent_loop/generate_sequences/max:np.float64(7.72814385779202) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.951475875473989) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.72814385779202) - timing_s/agent_loop/slowest/tool_calls:np.float64
|
||
step:67 - global_seqlen/min:23785 - global_seqlen/max:31165 - global_seqlen/minmax_diff:7380 - global_seqlen/balanced_min:26311 - global_seqlen/balanced_max:26318 - global_seqlen/mean:26314.875 - actor/entropy:0.047155965119600296 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4626723527908325 - training/rollout_probs_diff_mean:0.0019961653742939234 - training/rollout_probs_diff_std:0.011302574537694454 - training/rollout_actor_probs_pearson_corr:0.9952737092971802 - rollout_corr/rollout_is_mean:0.9999139904975891 - rollout_corr/rollout_is_ratio_fraction_high:1.7877733625937253e-05 - rollout_corr/rollout_is_ratio_fraction_low:8.044980495469645e-05 - rollout_corr/rollout_is_max:2.404759168624878 - rollout_corr/rollout_is_min:0.3903655409812927 - rollout_corr/rollout_is_std:0.0293070450425148 - rollout_corr/rollout_is_eff_sample_size:0.999141596140458 - rollout_corr/rollout_is_seq_mean:0.9999265670776367 - rollout_corr/rollout_is_seq_std:0.0017951095942407846 - rollout_corr/rollout_is_seq_max:1.0052658319473267 - rollout_corr/rollout_is_seq_min:0.9931451082229614 - rollout_corr/rollout_is_seq_max_deviation:0.006854891777038574 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.052351213991642) - rollout_corr/training_log_ppl:np.float64(0.050615647623999394) - rollout_corr/kl:np.float64(0.0005430876942667806) - rollout_corr/k3_kl:np.float64(0.0005947562525854266) - rollout_corr/rollout_ppl:np.float64(1.0517675406299531) - rollout_corr/rollout_log_ppl:np.float64(0.0500725592373783) - rollout_corr/log_ppl_diff:np.float64(0.0005430883866210934) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013831468240823597) - rollout_corr/log_ppl_diff_max:np.float64(0.011988319456577301) - rollout_corr/log_ppl_diff_min:np.float64(-0.00460275262594223) - rollout_corr/ppl_ratio:np.float64(1.0005452106706798) - rollout_corr/chi2_token:np.float64(0.0013179946690797806) - rollout_corr/chi2_seq:np.float64(0.34062383603304625) - actor/pg_loss:np.float64(2.9104645363986492e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002862602395907743) - actor/ppo_kl:np.float64(-4.0856137324851716e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.15908449701964855) - perf/mfu/actor:np.float64(0.07687577173257971) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.89622116088867) - actor/lr:np.float64(1e-06) - training/global_step:67 - training/epoch:2 - critic/score/mean:0.78515625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.78515625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0008000286179594696 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0008000286179594696 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:436.99609375 - response_length/max:1148.0 - response_length/min:183.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:436.99609375 - response_length_non_aborted/max:1148.0 - response_length_non_aborted/min:183.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:385.34375 - prompt_length/max:472.0 - prompt_length/min:266.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00010082870721817017 - timing_s/agent_loop/generate_sequences/min:np.float64(2.2343768943101168) - timing_s/agent_loop/generate_sequences/max:np.float64(8.78978717699647) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.616361525913817) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.78978717699647) - timing_s/agent_loop/slowest/tool_
|
||
step:68 - global_seqlen/min:16575 - global_seqlen/max:30930 - global_seqlen/minmax_diff:14355 - global_seqlen/balanced_min:24717 - global_seqlen/balanced_max:24721 - global_seqlen/mean:24719.0 - actor/entropy:0.0701860785484314 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4863182306289673 - training/rollout_probs_diff_mean:0.0026776501908898354 - training/rollout_probs_diff_std:0.012804234400391579 - training/rollout_actor_probs_pearson_corr:0.9959306716918945 - rollout_corr/rollout_is_mean:0.9997715950012207 - rollout_corr/rollout_is_ratio_fraction_high:4.82476461911574e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001447429385734722 - rollout_corr/rollout_is_max:3.4113123416900635 - rollout_corr/rollout_is_min:0.2689007818698883 - rollout_corr/rollout_is_std:0.03389512374997139 - rollout_corr/rollout_is_eff_sample_size:0.9988520226061409 - rollout_corr/rollout_is_seq_mean:0.9998180270195007 - rollout_corr/rollout_is_seq_std:0.0020656553097069263 - rollout_corr/rollout_is_seq_max:1.014003872871399 - rollout_corr/rollout_is_seq_min:0.9946730732917786 - rollout_corr/rollout_is_seq_max_deviation:0.014003872871398926 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0806802995502949) - rollout_corr/training_log_ppl:np.float64(0.07548296367531293) - rollout_corr/kl:np.float64(0.0008378513675566523) - rollout_corr/k3_kl:np.float64(0.0008507416575582738) - rollout_corr/rollout_ppl:np.float64(1.079740488436073) - rollout_corr/rollout_log_ppl:np.float64(0.07464511207217583) - rollout_corr/log_ppl_diff:np.float64(0.0008378516031370964) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016117767117975745) - rollout_corr/log_ppl_diff_max:np.float64(0.014756649732589722) - rollout_corr/log_ppl_diff_min:np.float64(-0.010821301490068436) - rollout_corr/ppl_ratio:np.float64(1.0008407135028392) - rollout_corr/chi2_token:np.float64(0.00187430321238935) - rollout_corr/chi2_seq:np.float64(1.5505575174465775) - actor/pg_loss:np.float64(0.00015119847375899553) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0006360013753692328) - actor/ppo_kl:np.float64(-4.278251520162257e-06) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.3528257682919502) - perf/mfu/actor:np.float64(0.07310701196950539) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.04170989990234) - actor/lr:np.float64(1e-06) - training/global_step:68 - training/epoch:2 - critic/score/mean:0.81640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.81640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0052083334885537624 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0052083334885537624 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:404.8125 - response_length/max:842.0 - response_length/min:178.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:404.8125 - response_length_non_aborted/max:842.0 - response_length_non_aborted/min:178.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:367.65625 - prompt_length/max:491.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.606026828289032e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.128714656457305) - timing_s/agent_loop/generate_sequences/max:np.float64(7.13719742000103) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.395532650698442) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.13719742000103) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) -
|
||
step:69 - global_seqlen/min:19722 - global_seqlen/max:29972 - global_seqlen/minmax_diff:10250 - global_seqlen/balanced_min:25702 - global_seqlen/balanced_max:25705 - global_seqlen/mean:25703.625 - actor/entropy:0.0606297142803669 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.47360923886299133 - training/rollout_probs_diff_mean:0.0022091970313340425 - training/rollout_probs_diff_std:0.011148248799145222 - training/rollout_actor_probs_pearson_corr:0.9963864088058472 - rollout_corr/rollout_is_mean:1.000080943107605 - rollout_corr/rollout_is_ratio_fraction_high:4.433056528796442e-05 - rollout_corr/rollout_is_ratio_fraction_low:8.866113057592884e-05 - rollout_corr/rollout_is_max:3.0322513580322266 - rollout_corr/rollout_is_min:0.04621234908699989 - rollout_corr/rollout_is_std:0.030091755092144012 - rollout_corr/rollout_is_eff_sample_size:0.9990955434373779 - rollout_corr/rollout_is_seq_mean:1.0000951290130615 - rollout_corr/rollout_is_seq_std:0.0017333582509309053 - rollout_corr/rollout_is_seq_max:1.0068395137786865 - rollout_corr/rollout_is_seq_min:0.9950804114341736 - rollout_corr/rollout_is_seq_max_deviation:0.0068395137786865234 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.066784041468054) - rollout_corr/training_log_ppl:np.float64(0.06333305252519494) - rollout_corr/kl:np.float64(0.000674074653694845) - rollout_corr/k3_kl:np.float64(0.0007290815497000835) - rollout_corr/rollout_ppl:np.float64(1.0660569407045841) - rollout_corr/rollout_log_ppl:np.float64(0.06265897721277724) - rollout_corr/log_ppl_diff:np.float64(0.000674075312417699) - rollout_corr/log_ppl_abs_diff:np.float64(0.001608990081876982) - rollout_corr/log_ppl_diff_max:np.float64(0.013620145618915558) - rollout_corr/log_ppl_diff_min:np.float64(-0.005113471299409866) - rollout_corr/ppl_ratio:np.float64(1.000676882918924) - rollout_corr/chi2_token:np.float64(0.0015482765156775713) - rollout_corr/chi2_seq:np.float64(0.6858308578375727) - actor/pg_loss:np.float64(9.150512050837278e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003587279111343378) - actor/ppo_kl:np.float64(0.00023110838921211636) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.2257436253130436) - perf/mfu/actor:np.float64(0.0743879293156566) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.93959045410156) - actor/lr:np.float64(1e-06) - training/global_step:69 - training/epoch:2 - critic/score/mean:0.83203125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.83203125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.003151903161779046 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:-0.003151903161779046 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:440.58203125 - response_length/max:953.0 - response_length/min:186.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:440.58203125 - response_length_non_aborted/max:953.0 - response_length_non_aborted/min:186.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:362.65625 - prompt_length/max:461.0 - prompt_length/min:190.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00015556439757347107 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0235330890864134) - timing_s/agent_loop/generate_sequences/max:np.float64(7.893370267003775) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.778758992346411) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.893370267003775) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 70}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
To calculate the volume of the unit cell for a crystal structure with orthogonal lattice parameters (α = β = γ = 90.00º), we use the formula for the volume of a rectangular unit cell:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Then multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 = 1094.31 $$
|
||
|
||
Thus, the volume of the unit cell is approximately 1094.31 ų, which corresponds to option B.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_70
|
||
step:70 - global_seqlen/min:20947 - global_seqlen/max:32527 - global_seqlen/minmax_diff:11580 - global_seqlen/balanced_min:26070 - global_seqlen/balanced_max:26075 - global_seqlen/mean:26072.125 - actor/entropy:0.055282797664403915 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6418517827987671 - training/rollout_probs_diff_mean:0.0022460578475147486 - training/rollout_probs_diff_std:0.012188022024929523 - training/rollout_actor_probs_pearson_corr:0.9952324628829956 - rollout_corr/rollout_is_mean:1.0000709295272827 - rollout_corr/rollout_is_ratio_fraction_high:9.168844553641975e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00019254573271609843 - rollout_corr/rollout_is_max:5.015303611755371 - rollout_corr/rollout_is_min:0.05495893210172653 - rollout_corr/rollout_is_std:0.03124046139419079 - rollout_corr/rollout_is_eff_sample_size:0.9990249851282543 - rollout_corr/rollout_is_seq_mean:1.0000910758972168 - rollout_corr/rollout_is_seq_std:0.0019268683390691876 - rollout_corr/rollout_is_seq_max:1.0109930038452148 - rollout_corr/rollout_is_seq_min:0.9951149821281433 - rollout_corr/rollout_is_seq_max_deviation:0.010993003845214844 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0628072144463658) - rollout_corr/training_log_ppl:np.float64(0.05956334700840671) - rollout_corr/kl:np.float64(0.0006800062605432089) - rollout_corr/k3_kl:np.float64(0.0008513780118963865) - rollout_corr/rollout_ppl:np.float64(1.0620776806026697) - rollout_corr/rollout_log_ppl:np.float64(0.05888334027986275) - rollout_corr/log_ppl_diff:np.float64(0.0006800067285439582) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016670058003001031) - rollout_corr/log_ppl_diff_max:np.float64(0.009437952190637589) - rollout_corr/log_ppl_diff_min:np.float64(-0.004882164299488068) - rollout_corr/ppl_ratio:np.float64(1.0006827421020716) - rollout_corr/chi2_token:np.float64(0.0023069086018949747) - rollout_corr/chi2_seq:np.float64(0.9402522228192538) - actor/pg_loss:np.float64(3.209500573575497e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00018685764280235162) - actor/ppo_kl:np.float64(0.00014930208785557397) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.18278604745864868) - perf/mfu/actor:np.float64(0.07634229767616413) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.95454406738281) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.75) - val-aux/sciknoweval/reward/std@16:np.float64(0.03238652516099717) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.761968085106383) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.019849305768571204) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7382765957446809) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.03448672246647901) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7499893617021277) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.031894489195372695) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7675531914893617) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.009579224366797518) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.7241170212765957) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.03401831698562356) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7547021276595743) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.02312934593323447) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7701489361702128) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.005536783555435272) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.7094255319148935) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.029971268887346983) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7577021276595743) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.015575326468239798) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.77294680851
|
||
step:71 - global_seqlen/min:21049 - global_seqlen/max:32648 - global_seqlen/minmax_diff:11599 - global_seqlen/balanced_min:27121 - global_seqlen/balanced_max:27129 - global_seqlen/mean:27126.0 - actor/entropy:0.05311896279454231 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7945970892906189 - training/rollout_probs_diff_mean:0.0022116340696811676 - training/rollout_probs_diff_std:0.01325868908315897 - training/rollout_actor_probs_pearson_corr:0.9943668842315674 - rollout_corr/rollout_is_mean:0.9999369382858276 - rollout_corr/rollout_is_ratio_fraction_high:7.694938540225849e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002051983610726893 - rollout_corr/rollout_is_max:4.062183856964111 - rollout_corr/rollout_is_min:0.015028823167085648 - rollout_corr/rollout_is_std:0.03132810443639755 - rollout_corr/rollout_is_eff_sample_size:0.9990195122189405 - rollout_corr/rollout_is_seq_mean:0.9999502897262573 - rollout_corr/rollout_is_seq_std:0.001774327247403562 - rollout_corr/rollout_is_seq_max:1.007266879081726 - rollout_corr/rollout_is_seq_min:0.9942275285720825 - rollout_corr/rollout_is_seq_max_deviation:0.007266879081726074 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.059027730487287) - rollout_corr/training_log_ppl:np.float64(0.05673689844479668) - rollout_corr/kl:np.float64(0.0009565068957515521) - rollout_corr/k3_kl:np.float64(0.0007575751719830492) - rollout_corr/rollout_ppl:np.float64(1.0579949030652642) - rollout_corr/rollout_log_ppl:np.float64(0.055780390748623176) - rollout_corr/log_ppl_diff:np.float64(0.0009565076961735031) - rollout_corr/log_ppl_abs_diff:np.float64(0.001629676780794398) - rollout_corr/log_ppl_diff_max:np.float64(0.011695615947246552) - rollout_corr/log_ppl_diff_min:np.float64(-0.0037643127143383026) - rollout_corr/ppl_ratio:np.float64(1.0009593770373613) - rollout_corr/chi2_token:np.float64(0.0011274551507085562) - rollout_corr/chi2_seq:np.float64(0.463244428858161) - actor/pg_loss:np.float64(-6.601936183869839e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00035762523793891887) - actor/ppo_kl:np.float64(0.00024033917571308905) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.17101709358394146) - perf/mfu/actor:np.float64(0.079708120775552) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(105.6991958618164) - actor/lr:np.float64(1e-06) - training/global_step:71 - training/epoch:2 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0013369955122470856 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0013369955122470856 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:456.875 - response_length/max:1142.0 - response_length/min:184.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:456.875 - response_length_non_aborted/max:1142.0 - response_length_non_aborted/min:184.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.8125 - prompt_length/max:482.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.7909637689590454e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1379325203597546) - timing_s/agent_loop/generate_sequences/max:np.float64(8.938765021041036) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.965891423125868) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.938765021041036) - timing_s/agent_loop/slowest/tool_calls:np.float64
|
||
step:72 - global_seqlen/min:25515 - global_seqlen/max:31708 - global_seqlen/minmax_diff:6193 - global_seqlen/balanced_min:28279 - global_seqlen/balanced_max:28287 - global_seqlen/mean:28284.875 - actor/entropy:0.04064812511205673 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3175737261772156 - training/rollout_probs_diff_mean:0.0017629670910537243 - training/rollout_probs_diff_std:0.010362716391682625 - training/rollout_actor_probs_pearson_corr:0.9954261183738708 - rollout_corr/rollout_is_mean:0.9999600052833557 - rollout_corr/rollout_is_ratio_fraction_high:6.426787149393931e-05 - rollout_corr/rollout_is_ratio_fraction_low:6.426787149393931e-05 - rollout_corr/rollout_is_max:4.470643520355225 - rollout_corr/rollout_is_min:0.2894100844860077 - rollout_corr/rollout_is_std:0.026937464252114296 - rollout_corr/rollout_is_eff_sample_size:0.9992746611342851 - rollout_corr/rollout_is_seq_mean:0.999939501285553 - rollout_corr/rollout_is_seq_std:0.0016795923002064228 - rollout_corr/rollout_is_seq_max:1.0073479413986206 - rollout_corr/rollout_is_seq_min:0.994812548160553 - rollout_corr/rollout_is_seq_max_deviation:0.0073479413986206055 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0445621483959258) - rollout_corr/training_log_ppl:np.float64(0.043173339750865125) - rollout_corr/kl:np.float64(0.0006804254709642521) - rollout_corr/k3_kl:np.float64(0.0005955293768487024) - rollout_corr/rollout_ppl:np.float64(1.0438406970351934) - rollout_corr/rollout_log_ppl:np.float64(0.04249291388714482) - rollout_corr/log_ppl_diff:np.float64(0.000680425863720302) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013459154388328898) - rollout_corr/log_ppl_diff_max:np.float64(0.009998984634876251) - rollout_corr/log_ppl_diff_min:np.float64(-0.00490541011095047) - rollout_corr/ppl_ratio:np.float64(1.0006824743468314) - rollout_corr/chi2_token:np.float64(0.0010534131433814764) - rollout_corr/chi2_seq:np.float64(0.4315157514065504) - actor/pg_loss:np.float64(9.28947702050209e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00013625994870380964) - actor/ppo_kl:np.float64(0.00017442086651797695) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.08401121105998755) - perf/mfu/actor:np.float64(0.08172431157053298) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.2209701538086) - actor/lr:np.float64(1e-06) - training/global_step:72 - training/epoch:2 - critic/score/mean:0.7734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0087665393948555 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0087665393948555 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:486.24609375 - response_length/max:1185.0 - response_length/min:207.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:486.24609375 - response_length_non_aborted/max:1185.0 - response_length_non_aborted/min:207.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:397.65625 - prompt_length/max:512.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.6345252990722656e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.631248328834772) - timing_s/agent_loop/generate_sequences/max:np.float64(8.524673823267221) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.798065633855003) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.524673823267221) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:73 - global_seqlen/min:19762 - global_seqlen/max:33822 - global_seqlen/minmax_diff:14060 - global_seqlen/balanced_min:26127 - global_seqlen/balanced_max:26131 - global_seqlen/mean:26129.0 - actor/entropy:0.043429240584373474 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3298608958721161 - training/rollout_probs_diff_mean:0.0020465648267418146 - training/rollout_probs_diff_std:0.011387963779270649 - training/rollout_actor_probs_pearson_corr:0.9948678016662598 - rollout_corr/rollout_is_mean:0.9998932480812073 - rollout_corr/rollout_is_ratio_fraction_high:1.8364798961556517e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001285535836359486 - rollout_corr/rollout_is_max:3.219790458679199 - rollout_corr/rollout_is_min:0.12566468119621277 - rollout_corr/rollout_is_std:0.02950972504913807 - rollout_corr/rollout_is_eff_sample_size:0.9991298148123003 - rollout_corr/rollout_is_seq_mean:0.9998681545257568 - rollout_corr/rollout_is_seq_std:0.002070891670882702 - rollout_corr/rollout_is_seq_max:1.009402871131897 - rollout_corr/rollout_is_seq_min:0.9930364489555359 - rollout_corr/rollout_is_seq_max_deviation:0.009402871131896973 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0516510414890945) - rollout_corr/training_log_ppl:np.float64(0.04964522701811802) - rollout_corr/kl:np.float64(0.000772072547538194) - rollout_corr/k3_kl:np.float64(0.0006971475974069108) - rollout_corr/rollout_ppl:np.float64(1.0508179422467947) - rollout_corr/rollout_log_ppl:np.float64(0.04887315421456151) - rollout_corr/log_ppl_diff:np.float64(0.0007720728035565116) - rollout_corr/log_ppl_abs_diff:np.float64(0.0017214380141012953) - rollout_corr/log_ppl_diff_max:np.float64(0.01277586817741394) - rollout_corr/log_ppl_diff_min:np.float64(-0.008681826293468475) - rollout_corr/ppl_ratio:np.float64(1.000775532098487) - rollout_corr/chi2_token:np.float64(0.001193895237520337) - rollout_corr/chi2_seq:np.float64(0.5024361328687519) - actor/pg_loss:np.float64(-5.034718196839094e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00022883839392306982) - actor/ppo_kl:np.float64(6.373504457801715e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.09376490861177444) - perf/mfu/actor:np.float64(0.07697481577025608) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.0593490600586) - actor/lr:np.float64(1e-06) - training/global_step:73 - training/epoch:2 - critic/score/mean:0.70703125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.70703125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:6.42767918179743e-05 - critic/advantages/max:0.875 - critic/advantages/min:-0.5 - critic/returns/mean:6.42767918179743e-05 - critic/returns/max:0.875 - critic/returns/min:-0.5 - response_length/mean:425.40625 - response_length/max:844.0 - response_length/min:164.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:425.40625 - response_length_non_aborted/max:844.0 - response_length_non_aborted/min:164.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:391.125 - prompt_length/max:494.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00013961084187030792 - timing_s/agent_loop/generate_sequences/min:np.float64(1.131607135757804) - timing_s/agent_loop/generate_sequences/max:np.float64(7.315270917490125) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.17285737318889) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.315270917490125) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0) -
|
||
step:74 - global_seqlen/min:19231 - global_seqlen/max:31259 - global_seqlen/minmax_diff:12028 - global_seqlen/balanced_min:25833 - global_seqlen/balanced_max:25836 - global_seqlen/mean:25834.875 - actor/entropy:0.04889968782663345 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.32331767678260803 - training/rollout_probs_diff_mean:0.0021929459180682898 - training/rollout_probs_diff_std:0.011764825321733952 - training/rollout_actor_probs_pearson_corr:0.9950502514839172 - rollout_corr/rollout_is_mean:1.0000125169754028 - rollout_corr/rollout_is_ratio_fraction_high:1.8561313481768593e-05 - rollout_corr/rollout_is_ratio_fraction_low:5.568393680732697e-05 - rollout_corr/rollout_is_max:2.6149532794952393 - rollout_corr/rollout_is_min:0.3683270215988159 - rollout_corr/rollout_is_std:0.03110661916434765 - rollout_corr/rollout_is_eff_sample_size:0.9990334325625089 - rollout_corr/rollout_is_seq_mean:1.0000407695770264 - rollout_corr/rollout_is_seq_std:0.00158528087195009 - rollout_corr/rollout_is_seq_max:1.0063660144805908 - rollout_corr/rollout_is_seq_min:0.9958335757255554 - rollout_corr/rollout_is_seq_max_deviation:0.00636601448059082 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0508666662499309) - rollout_corr/training_log_ppl:np.float64(0.04927112740006123) - rollout_corr/kl:np.float64(0.0006713545835967949) - rollout_corr/k3_kl:np.float64(0.0006095749308947518) - rollout_corr/rollout_ppl:np.float64(1.0501518324017525) - rollout_corr/rollout_log_ppl:np.float64(0.04859977240084845) - rollout_corr/log_ppl_diff:np.float64(0.000671354999212781) - rollout_corr/log_ppl_abs_diff:np.float64(0.001417454841430299) - rollout_corr/log_ppl_diff_max:np.float64(0.010202184319496155) - rollout_corr/log_ppl_diff_min:np.float64(-0.005531676113605499) - rollout_corr/ppl_ratio:np.float64(1.0006733126938343) - rollout_corr/chi2_token:np.float64(0.0011140683200210333) - rollout_corr/chi2_seq:np.float64(0.4470801525749266) - actor/pg_loss:np.float64(2.268119715154171e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00021880191070522415) - actor/ppo_kl:np.float64(0.00022397367132942492) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.14421727322041988) - perf/mfu/actor:np.float64(0.07530633279305796) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.15338516235352) - actor/lr:np.float64(1e-06) - training/global_step:74 - training/epoch:2 - critic/score/mean:0.83203125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.83203125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0011658824514597654 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0011658824514597654 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:420.90234375 - response_length/max:818.0 - response_length/min:181.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:420.90234375 - response_length_non_aborted/max:818.0 - response_length_non_aborted/min:181.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:386.4375 - prompt_length/max:481.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.980238974094391e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.145769277587533) - timing_s/agent_loop/generate_sequences/max:np.float64(7.110788274556398) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.553270738790161) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.110788274556398) - timing_s/agent_loop/slowest/tool_call
|
||
step:75 - global_seqlen/min:21131 - global_seqlen/max:32161 - global_seqlen/minmax_diff:11030 - global_seqlen/balanced_min:26273 - global_seqlen/balanced_max:26274 - global_seqlen/mean:26273.5 - actor/entropy:0.043091464787721634 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6083944439888 - training/rollout_probs_diff_mean:0.0019931308925151825 - training/rollout_probs_diff_std:0.011996152810752392 - training/rollout_actor_probs_pearson_corr:0.994069516658783 - rollout_corr/rollout_is_mean:1.0000470876693726 - rollout_corr/rollout_is_ratio_fraction_high:5.489880277309567e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00012809720647055656 - rollout_corr/rollout_is_max:3.944427013397217 - rollout_corr/rollout_is_min:0.022593684494495392 - rollout_corr/rollout_is_std:0.02930501103401184 - rollout_corr/rollout_is_eff_sample_size:0.9991420721595567 - rollout_corr/rollout_is_seq_mean:1.0000299215316772 - rollout_corr/rollout_is_seq_std:0.0017850594595074654 - rollout_corr/rollout_is_seq_max:1.0075738430023193 - rollout_corr/rollout_is_seq_min:0.9937546849250793 - rollout_corr/rollout_is_seq_max_deviation:0.007573843002319336 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0484930062666535) - rollout_corr/training_log_ppl:np.float64(0.046609767647169065) - rollout_corr/kl:np.float64(0.001400476434017861) - rollout_corr/k3_kl:np.float64(0.001197970774150292) - rollout_corr/rollout_ppl:np.float64(1.046985640656203) - rollout_corr/rollout_log_ppl:np.float64(0.04520929075533786) - rollout_corr/log_ppl_diff:np.float64(0.0014004768918312038) - rollout_corr/log_ppl_abs_diff:np.float64(0.0021917948970440193) - rollout_corr/log_ppl_diff_max:np.float64(0.0172557532787323) - rollout_corr/log_ppl_diff_min:np.float64(-0.004435785114765167) - rollout_corr/ppl_ratio:np.float64(1.0014077180530876) - rollout_corr/chi2_token:np.float64(0.0012966087087988853) - rollout_corr/chi2_seq:np.float64(0.4293694163206965) - actor/pg_loss:np.float64(-1.452502328902483e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000278825466921262) - actor/ppo_kl:np.float64(0.0008897074202973698) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.16844428330659866) - perf/mfu/actor:np.float64(0.07704986430708059) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.06644821166992) - actor/lr:np.float64(1e-06) - training/global_step:75 - training/epoch:2 - critic/score/mean:0.69140625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.69140625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0003488361544441432 - critic/advantages/max:0.875 - critic/advantages/min:-0.625 - critic/returns/mean:-0.0003488361544441432 - critic/returns/max:0.875 - critic/returns/min:-0.625 - response_length/mean:426.921875 - response_length/max:931.0 - response_length/min:175.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:426.921875 - response_length_non_aborted/max:931.0 - response_length_non_aborted/min:175.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:394.125 - prompt_length/max:493.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.071400225162506e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.007368851453066) - timing_s/agent_loop/generate_sequences/max:np.float64(7.569498650729656) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.56827202666318) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.569498650729656) - timing_s/agent_loop/slowest/tool_calls:np.float64
|
||
step:76 - global_seqlen/min:18730 - global_seqlen/max:27703 - global_seqlen/minmax_diff:8973 - global_seqlen/balanced_min:23824 - global_seqlen/balanced_max:23838 - global_seqlen/mean:23834.125 - actor/entropy:0.05598592758178711 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7417161464691162 - training/rollout_probs_diff_mean:0.0025872846599668264 - training/rollout_probs_diff_std:0.01490830723196268 - training/rollout_actor_probs_pearson_corr:0.9929959774017334 - rollout_corr/rollout_is_mean:0.9999797940254211 - rollout_corr/rollout_is_ratio_fraction_high:0.00014821559307165444 - rollout_corr/rollout_is_ratio_fraction_low:0.0002964311861433089 - rollout_corr/rollout_is_max:5.697662830352783 - rollout_corr/rollout_is_min:0.09278460592031479 - rollout_corr/rollout_is_std:0.03521384671330452 - rollout_corr/rollout_is_eff_sample_size:0.9987612828747 - rollout_corr/rollout_is_seq_mean:1.000093936920166 - rollout_corr/rollout_is_seq_std:0.0033086398616433144 - rollout_corr/rollout_is_seq_max:1.0240411758422852 - rollout_corr/rollout_is_seq_min:0.991833508014679 - rollout_corr/rollout_is_seq_max_deviation:0.024041175842285156 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0572347743436694) - rollout_corr/training_log_ppl:np.float64(0.05463178321770101) - rollout_corr/kl:np.float64(0.0010483782867591884) - rollout_corr/k3_kl:np.float64(0.0011095134246019711) - rollout_corr/rollout_ppl:np.float64(1.056108265183866) - rollout_corr/rollout_log_ppl:np.float64(0.053583404513119604) - rollout_corr/log_ppl_diff:np.float64(0.0010483787045814097) - rollout_corr/log_ppl_abs_diff:np.float64(0.002085324020299595) - rollout_corr/log_ppl_diff_max:np.float64(0.01443926990032196) - rollout_corr/log_ppl_diff_min:np.float64(-0.00988314300775528) - rollout_corr/ppl_ratio:np.float64(1.001053398475051) - rollout_corr/chi2_token:np.float64(0.0023742960765957832) - rollout_corr/chi2_seq:np.float64(0.7714955767150968) - actor/pg_loss:np.float64(3.385043237358332e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(7.600557637488237e-05) - actor/ppo_kl:np.float64(0.0002009261775430815) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.08636107575148344) - perf/mfu/actor:np.float64(0.06980476315940443) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.08797836303711) - actor/lr:np.float64(1e-06) - training/global_step:76 - training/epoch:2 - critic/score/mean:0.734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0019492997089400887 - critic/advantages/max:0.25 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0019492997089400887 - critic/returns/max:0.25 - critic/returns/min:-0.875 - response_length/mean:368.97265625 - response_length/max:967.0 - response_length/min:161.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:368.97265625 - response_length_non_aborted/max:967.0 - response_length_non_aborted/min:161.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:375.84375 - prompt_length/max:471.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.778406143188477e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.122740125283599) - timing_s/agent_loop/generate_sequences/max:np.float64(6.961374973878264) - timing_s/agent_loop/generate_sequences/mean:np.float64(3.6424222300047404) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.961374973878264) - timing_s/agent_loop/slowest/tool_calls:np.float64(
|
||
step:77 - global_seqlen/min:22806 - global_seqlen/max:31182 - global_seqlen/minmax_diff:8376 - global_seqlen/balanced_min:27635 - global_seqlen/balanced_max:27636 - global_seqlen/mean:27635.5 - actor/entropy:0.04000265151262283 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6044727563858032 - training/rollout_probs_diff_mean:0.0019838158041238785 - training/rollout_probs_diff_std:0.012652820907533169 - training/rollout_actor_probs_pearson_corr:0.993073582649231 - rollout_corr/rollout_is_mean:1.0000358819961548 - rollout_corr/rollout_is_ratio_fraction_high:5.142798545421101e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0002999965799972415 - rollout_corr/rollout_is_max:2.9354820251464844 - rollout_corr/rollout_is_min:0.04595488682389259 - rollout_corr/rollout_is_std:0.030058063566684723 - rollout_corr/rollout_is_eff_sample_size:0.9990973283467841 - rollout_corr/rollout_is_seq_mean:1.000033974647522 - rollout_corr/rollout_is_seq_std:0.0019012537086382508 - rollout_corr/rollout_is_seq_max:1.009982943534851 - rollout_corr/rollout_is_seq_min:0.991452157497406 - rollout_corr/rollout_is_seq_max_deviation:0.009982943534851074 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.04476328054443) - rollout_corr/training_log_ppl:np.float64(0.04319791453963262) - rollout_corr/kl:np.float64(0.0007020482703978814) - rollout_corr/k3_kl:np.float64(0.000983930625448437) - rollout_corr/rollout_ppl:np.float64(1.0440163351595402) - rollout_corr/rollout_log_ppl:np.float64(0.042495865676755784) - rollout_corr/log_ppl_diff:np.float64(0.0007020488628768362) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016647392440063413) - rollout_corr/log_ppl_diff_max:np.float64(0.017813581973314285) - rollout_corr/log_ppl_diff_min:np.float64(-0.008897464722394943) - rollout_corr/ppl_ratio:np.float64(1.0007062209770083) - rollout_corr/chi2_token:np.float64(0.0027417431119829416) - rollout_corr/chi2_seq:np.float64(1.2524716129992157) - actor/pg_loss:np.float64(0.00010078214108943939) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003275459280303039) - actor/ppo_kl:np.float64(2.000482497521716e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.15676945121958852) - perf/mfu/actor:np.float64(0.08082957892246295) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.05048370361328) - actor/lr:np.float64(1e-06) - training/global_step:77 - training/epoch:2 - critic/score/mean:0.5546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.5546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0005196369020268321 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0005196369020268321 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:455.734375 - response_length/max:767.0 - response_length/min:185.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:455.734375 - response_length_non_aborted/max:767.0 - response_length_non_aborted/min:185.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:407.875 - prompt_length/max:510.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001513119786977768 - timing_s/agent_loop/generate_sequences/min:np.float64(2.195318879559636) - timing_s/agent_loop/generate_sequences/max:np.float64(7.278248289600015) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.894568861309381) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.278248289600015) - timing_s/agent_loop/slowest/tool_calls:np.float64
|
||
step:78 - global_seqlen/min:24161 - global_seqlen/max:28614 - global_seqlen/minmax_diff:4453 - global_seqlen/balanced_min:26166 - global_seqlen/balanced_max:26169 - global_seqlen/mean:26167.5 - actor/entropy:0.039375629276037216 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4292469620704651 - training/rollout_probs_diff_mean:0.002033015713095665 - training/rollout_probs_diff_std:0.011736562475562096 - training/rollout_actor_probs_pearson_corr:0.9937998652458191 - rollout_corr/rollout_is_mean:0.9998176097869873 - rollout_corr/rollout_is_ratio_fraction_high:3.8510417653014883e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00010590364399831742 - rollout_corr/rollout_is_max:2.463862657546997 - rollout_corr/rollout_is_min:0.1985011249780655 - rollout_corr/rollout_is_std:0.030386436730623245 - rollout_corr/rollout_is_eff_sample_size:0.9990773377257155 - rollout_corr/rollout_is_seq_mean:0.9997347593307495 - rollout_corr/rollout_is_seq_std:0.0018866725731641054 - rollout_corr/rollout_is_seq_max:1.0046619176864624 - rollout_corr/rollout_is_seq_min:0.992652416229248 - rollout_corr/rollout_is_seq_max_deviation:0.007347583770751953 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.048908544704318) - rollout_corr/training_log_ppl:np.float64(0.04742776556486206) - rollout_corr/kl:np.float64(0.006579041265613483) - rollout_corr/k3_kl:np.float64(0.005242740941159951) - rollout_corr/rollout_ppl:np.float64(1.0419986243359745) - rollout_corr/rollout_log_ppl:np.float64(0.04084872375096893) - rollout_corr/log_ppl_diff:np.float64(0.006579041817531106) - rollout_corr/log_ppl_abs_diff:np.float64(0.00686174491966085) - rollout_corr/log_ppl_diff_max:np.float64(0.04815289378166199) - rollout_corr/log_ppl_diff_min:np.float64(-0.006678592413663864) - rollout_corr/ppl_ratio:np.float64(1.0066258441656828) - rollout_corr/chi2_token:np.float64(0.0026945623103529215) - rollout_corr/chi2_seq:np.float64(-0.540671911323443) - actor/pg_loss:np.float64(0.0004199024988338351) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00043760340440712753) - actor/ppo_kl:np.float64(0.005793062266178595) - actor/pg_clipfrac_lower:np.float64(1.0416666555101983e-05) - actor/grad_norm:np.float64(0.23354287445545197) - perf/mfu/actor:np.float64(0.07763082635623188) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.0602035522461) - actor/lr:np.float64(1e-06) - training/global_step:78 - training/epoch:2 - critic/score/mean:0.609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0005824700347147882 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0005824700347147882 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:405.734375 - response_length/max:795.0 - response_length/min:167.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:405.734375 - response_length_non_aborted/max:795.0 - response_length_non_aborted/min:167.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:412.0 - prompt_length/max:493.0 - prompt_length/min:261.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:6.744265556335449e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.012940440326929) - timing_s/agent_loop/generate_sequences/max:np.float64(6.968817979097366) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.388390846201219) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(6.968817979097366) - timing_s/agent_loop/slowest/tool_calls
|
||
step:79 - global_seqlen/min:19579 - global_seqlen/max:29853 - global_seqlen/minmax_diff:10274 - global_seqlen/balanced_min:26733 - global_seqlen/balanced_max:26736 - global_seqlen/mean:26734.375 - actor/entropy:0.039511386305093765 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.440033495426178 - training/rollout_probs_diff_mean:0.0021660877391695976 - training/rollout_probs_diff_std:0.013013363815844059 - training/rollout_actor_probs_pearson_corr:0.992502748966217 - rollout_corr/rollout_is_mean:1.0000076293945312 - rollout_corr/rollout_is_ratio_fraction_high:0.00012592306302394718 - rollout_corr/rollout_is_ratio_fraction_low:0.0003417911648284644 - rollout_corr/rollout_is_max:3.7972800731658936 - rollout_corr/rollout_is_min:0.06315048784017563 - rollout_corr/rollout_is_std:0.032747622579336166 - rollout_corr/rollout_is_eff_sample_size:0.9989288610095047 - rollout_corr/rollout_is_seq_mean:1.000064492225647 - rollout_corr/rollout_is_seq_std:0.0018735870253294706 - rollout_corr/rollout_is_seq_max:1.006730318069458 - rollout_corr/rollout_is_seq_min:0.9940834045410156 - rollout_corr/rollout_is_seq_max_deviation:0.006730318069458008 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0477381232194602) - rollout_corr/training_log_ppl:np.float64(0.046206099918890686) - rollout_corr/kl:np.float64(0.0015904441828880067) - rollout_corr/k3_kl:np.float64(0.0017963379038548055) - rollout_corr/rollout_ppl:np.float64(1.0460580410435796) - rollout_corr/rollout_log_ppl:np.float64(0.04461565541259915) - rollout_corr/log_ppl_diff:np.float64(0.0015904445062915329) - rollout_corr/log_ppl_abs_diff:np.float64(0.0026327134437451605) - rollout_corr/log_ppl_diff_max:np.float64(0.017743483185768127) - rollout_corr/log_ppl_diff_min:np.float64(-0.008445635437965393) - rollout_corr/ppl_ratio:np.float64(1.0015971844550222) - rollout_corr/chi2_token:np.float64(0.005007386673241854) - rollout_corr/chi2_seq:np.float64(1.1444842799101025) - actor/pg_loss:np.float64(2.9988354071974754e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00046516470229107654) - actor/ppo_kl:np.float64(0.0009375673238452009) - actor/pg_clipfrac_lower:np.float64(8.699888894625474e-06) - actor/grad_norm:np.float64(0.20429369434714317) - perf/mfu/actor:np.float64(0.0788278515974222) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.04590606689453) - actor/lr:np.float64(1e-06) - training/global_step:79 - training/epoch:3 - critic/score/mean:0.7734375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7734375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0024521267041563988 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0024521267041563988 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:434.29296875 - response_length/max:807.0 - response_length/min:161.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:434.29296875 - response_length_non_aborted/max:807.0 - response_length_non_aborted/min:161.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:401.15625 - prompt_length/max:494.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0002267640084028244 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9041874445974827) - timing_s/agent_loop/generate_sequences/max:np.float64(7.262142397463322) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.604671682907792) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.262142397463322) - timing_s/agent_lo
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 80}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
To calculate the volume of the unit cell for a crystal structure with orthogonal lattice parameters (α = β = γ = 90.00º), we can use the formula for the volume of a unit cell in a rectangular system:
|
||
|
||
$$ V = a \times b \times c $$
|
||
|
||
Given:
|
||
- $ a = 7.82 $ Å
|
||
- $ b = 7.82 $ Å
|
||
- $ c = 17.88 $ Å
|
||
|
||
Substituting the values:
|
||
|
||
$$ V = 7.82 \times 7.82 \times 17.88 $$
|
||
|
||
First, calculate $ 7.82 \times 7.82 $:
|
||
|
||
$$ 7.82 \times 7.82 = 61.1524 $$
|
||
|
||
Now multiply by 17.88:
|
||
|
||
$$ 61.1524 \times 17.88 = 1094.31 $$
|
||
|
||
Thus, the volume of the unit cell is approximately 1094.31 ų, which matches option B.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_80
|
||
step:80 - global_seqlen/min:21874 - global_seqlen/max:30571 - global_seqlen/minmax_diff:8697 - global_seqlen/balanced_min:26237 - global_seqlen/balanced_max:26387 - global_seqlen/mean:26256.125 - actor/entropy:0.0638868659734726 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5829912424087524 - training/rollout_probs_diff_mean:0.0025715488009154797 - training/rollout_probs_diff_std:0.012625768780708313 - training/rollout_actor_probs_pearson_corr:0.995551586151123 - rollout_corr/rollout_is_mean:1.0000125169754028 - rollout_corr/rollout_is_ratio_fraction_high:5.3578605729853734e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00020538465469144285 - rollout_corr/rollout_is_max:5.0501933097839355 - rollout_corr/rollout_is_min:0.10832185298204422 - rollout_corr/rollout_is_std:0.03361879289150238 - rollout_corr/rollout_is_eff_sample_size:0.9988709337480308 - rollout_corr/rollout_is_seq_mean:0.9999619722366333 - rollout_corr/rollout_is_seq_std:0.002099543111398816 - rollout_corr/rollout_is_seq_max:1.0109219551086426 - rollout_corr/rollout_is_seq_min:0.9940289855003357 - rollout_corr/rollout_is_seq_max_deviation:0.010921955108642578 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0671630883589387) - rollout_corr/training_log_ppl:np.float64(0.0639981363692641) - rollout_corr/kl:np.float64(0.0047144165605832455) - rollout_corr/k3_kl:np.float64(0.0047130617831641075) - rollout_corr/rollout_ppl:np.float64(1.0621191035024822) - rollout_corr/rollout_log_ppl:np.float64(0.05928371967456769) - rollout_corr/log_ppl_diff:np.float64(0.0047144166946964106) - rollout_corr/log_ppl_abs_diff:np.float64(0.005513946727660368) - rollout_corr/log_ppl_diff_max:np.float64(0.04823169857263565) - rollout_corr/log_ppl_diff_min:np.float64(-0.006100788712501526) - rollout_corr/ppl_ratio:np.float64(1.0047575796488672) - rollout_corr/chi2_token:np.float64(0.0166023017372936) - rollout_corr/chi2_seq:np.float64(1.432770494138822) - actor/pg_loss:np.float64(4.944263491779566e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003110653242401895) - actor/ppo_kl:np.float64(0.004017419689404278) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.10630176775157452) - perf/mfu/actor:np.float64(0.07701855460115742) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(102.9047737121582) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7506648936170213) - val-aux/sciknoweval/reward/std@16:np.float64(0.03015784969549897) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7594042553191489) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.01805225873808336) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7415212765957447) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.0313750322681755) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7504148936170213) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.029905567478505344) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7642340425531914) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.014518524350686481) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.7304148936170212) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.03420878991120481) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7537978723404254) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.016541612613916686) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.7705744680851063) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.015426442115850293) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.7156063829787234) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.03504241495138197) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.755031914893617) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.005153746942478447) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.7779042553191
|
||
step:81 - global_seqlen/min:19238 - global_seqlen/max:31745 - global_seqlen/minmax_diff:12507 - global_seqlen/balanced_min:24323 - global_seqlen/balanced_max:24330 - global_seqlen/mean:24328.625 - actor/entropy:0.0454610176384449 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.48276346921920776 - training/rollout_probs_diff_mean:0.0022187037393450737 - training/rollout_probs_diff_std:0.012337523512542248 - training/rollout_actor_probs_pearson_corr:0.9940638542175293 - rollout_corr/rollout_is_mean:0.9997979402542114 - rollout_corr/rollout_is_ratio_fraction_high:8.195629925467074e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.000256113416980952 - rollout_corr/rollout_is_max:5.381066799163818 - rollout_corr/rollout_is_min:0.12561804056167603 - rollout_corr/rollout_is_std:0.03206803649663925 - rollout_corr/rollout_is_eff_sample_size:0.9989722811238648 - rollout_corr/rollout_is_seq_mean:0.9997701048851013 - rollout_corr/rollout_is_seq_std:0.002187376841902733 - rollout_corr/rollout_is_seq_max:1.0106942653656006 - rollout_corr/rollout_is_seq_min:0.9915710091590881 - rollout_corr/rollout_is_seq_max_deviation:0.010694265365600586 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0507443067617714) - rollout_corr/training_log_ppl:np.float64(0.048668023951904615) - rollout_corr/kl:np.float64(0.001065947673820844) - rollout_corr/k3_kl:np.float64(0.0008570477055087622) - rollout_corr/rollout_ppl:np.float64(1.0496200053021312) - rollout_corr/rollout_log_ppl:np.float64(0.0476020756377693) - rollout_corr/log_ppl_diff:np.float64(0.001065948314135312) - rollout_corr/log_ppl_abs_diff:np.float64(0.001843757692768122) - rollout_corr/log_ppl_diff_max:np.float64(0.014116194099187851) - rollout_corr/log_ppl_diff_min:np.float64(-0.005465984344482422) - rollout_corr/ppl_ratio:np.float64(1.0010698894038796) - rollout_corr/chi2_token:np.float64(0.0012246051337569952) - rollout_corr/chi2_seq:np.float64(0.16860972251743078) - actor/pg_loss:np.float64(2.4694367311894894e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(6.842122456873767e-05) - actor/ppo_kl:np.float64(0.00015889055194495683) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.10860276641324162) - perf/mfu/actor:np.float64(0.07228432106096218) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(105.0451431274414) - actor/lr:np.float64(1e-06) - training/global_step:81 - training/epoch:3 - critic/score/mean:0.71875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.71875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.00021641585044562817 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.00021641585044562817 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:381.30078125 - response_length/max:876.0 - response_length/min:163.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:381.30078125 - response_length_non_aborted/max:876.0 - response_length_non_aborted/min:163.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:378.96875 - prompt_length/max:524.0 - prompt_length/min:189.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00019592605531215668 - timing_s/agent_loop/generate_sequences/min:np.float64(1.974859308451414) - timing_s/agent_loop/generate_sequences/max:np.float64(7.210609203204513) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.151048744679429) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.210609203204513) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:82 - global_seqlen/min:21542 - global_seqlen/max:27173 - global_seqlen/minmax_diff:5631 - global_seqlen/balanced_min:24565 - global_seqlen/balanced_max:24569 - global_seqlen/mean:24566.125 - actor/entropy:0.05494064837694168 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.36353588104248047 - training/rollout_probs_diff_mean:0.002280291635543108 - training/rollout_probs_diff_std:0.012044516392052174 - training/rollout_actor_probs_pearson_corr:0.9955347180366516 - rollout_corr/rollout_is_mean:1.0001684427261353 - rollout_corr/rollout_is_ratio_fraction_high:8.193279791157693e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00016386559582315385 - rollout_corr/rollout_is_max:3.3646881580352783 - rollout_corr/rollout_is_min:0.2920839190483093 - rollout_corr/rollout_is_std:0.03323004022240639 - rollout_corr/rollout_is_eff_sample_size:0.9988973391818019 - rollout_corr/rollout_is_seq_mean:1.0001329183578491 - rollout_corr/rollout_is_seq_std:0.0018537776777520776 - rollout_corr/rollout_is_seq_max:1.0058927536010742 - rollout_corr/rollout_is_seq_min:0.9943650364875793 - rollout_corr/rollout_is_seq_max_deviation:0.005892753601074219 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0548055358231068) - rollout_corr/training_log_ppl:np.float64(0.052793717570239096) - rollout_corr/kl:np.float64(0.0005393300840426107) - rollout_corr/k3_kl:np.float64(0.0006593122632807535) - rollout_corr/rollout_ppl:np.float64(1.054230005480349) - rollout_corr/rollout_log_ppl:np.float64(0.05225438714660413) - rollout_corr/log_ppl_diff:np.float64(0.000539330423634965) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016479908917972352) - rollout_corr/log_ppl_diff_max:np.float64(0.010518059134483337) - rollout_corr/log_ppl_diff_min:np.float64(-0.005966216325759888) - rollout_corr/ppl_ratio:np.float64(1.0005417650099844) - rollout_corr/chi2_token:np.float64(0.0016422346234321594) - rollout_corr/chi2_seq:np.float64(0.77241958421655) - actor/pg_loss:np.float64(-2.377619966864586e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(4.7041629841260146e-05) - actor/ppo_kl:np.float64(0.00011113984009725186) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.04635968059301376) - perf/mfu/actor:np.float64(0.07218304547408795) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.85897064208984) - actor/lr:np.float64(1e-06) - training/global_step:82 - training/epoch:3 - critic/score/mean:0.7265625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7265625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0006196167669259012 - critic/advantages/max:0.75 - critic/advantages/min:-0.25 - critic/returns/mean:0.0006196167669259012 - critic/returns/max:0.75 - critic/returns/min:-0.25 - response_length/mean:381.41015625 - response_length/max:940.0 - response_length/min:176.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:381.41015625 - response_length_non_aborted/max:940.0 - response_length_non_aborted/min:176.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:386.28125 - prompt_length/max:510.0 - prompt_length/min:266.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00011840462684631348 - timing_s/agent_loop/generate_sequences/min:np.float64(2.11877216771245) - timing_s/agent_loop/generate_sequences/max:np.float64(7.320236181840301) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.159982757504622) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.320236181840301) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
step:83 - global_seqlen/min:23474 - global_seqlen/max:30918 - global_seqlen/minmax_diff:7444 - global_seqlen/balanced_min:25578 - global_seqlen/balanced_max:27547 - global_seqlen/mean:25825.375 - actor/entropy:0.055972497910261154 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.4917345941066742 - training/rollout_probs_diff_mean:0.002354572294279933 - training/rollout_probs_diff_std:0.012616433203220367 - training/rollout_actor_probs_pearson_corr:0.9948427677154541 - rollout_corr/rollout_is_mean:0.9999601244926453 - rollout_corr/rollout_is_ratio_fraction_high:3.758444654522464e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001221494603669271 - rollout_corr/rollout_is_max:2.4553167819976807 - rollout_corr/rollout_is_min:0.15462268888950348 - rollout_corr/rollout_is_std:0.032183993607759476 - rollout_corr/rollout_is_eff_sample_size:0.9989653812370077 - rollout_corr/rollout_is_seq_mean:1.0000340938568115 - rollout_corr/rollout_is_seq_std:0.0017893940676003695 - rollout_corr/rollout_is_seq_max:1.0072091817855835 - rollout_corr/rollout_is_seq_min:0.995140016078949 - rollout_corr/rollout_is_seq_max_deviation:0.007209181785583496 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0560307195410132) - rollout_corr/training_log_ppl:np.float64(0.0537358048659371) - rollout_corr/kl:np.float64(0.0006470137497549544) - rollout_corr/k3_kl:np.float64(0.0007146234917954075) - rollout_corr/rollout_ppl:np.float64(1.055338675621897) - rollout_corr/rollout_log_ppl:np.float64(0.05308879098993202) - rollout_corr/log_ppl_diff:np.float64(0.0006470138760050759) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016727128022466786) - rollout_corr/log_ppl_diff_max:np.float64(0.008520536124706268) - rollout_corr/log_ppl_diff_min:np.float64(-0.0060235485434532166) - rollout_corr/ppl_ratio:np.float64(1.000649485271424) - rollout_corr/chi2_token:np.float64(0.0015931350644677877) - rollout_corr/chi2_seq:np.float64(0.7568402329925448) - actor/pg_loss:np.float64(5.573965609073639e-07) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0003066948038394912) - actor/ppo_kl:np.float64(7.250778660417012e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.14149587228894234) - perf/mfu/actor:np.float64(0.07499097891987316) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.13691711425781) - actor/lr:np.float64(1e-06) - training/global_step:83 - training/epoch:3 - critic/score/mean:0.6875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.002314967103302479 - critic/advantages/max:0.375 - critic/advantages/min:-0.875 - critic/returns/mean:-0.002314967103302479 - critic/returns/max:0.375 - critic/returns/min:-0.875 - response_length/mean:415.73046875 - response_length/max:3235.0 - response_length/min:183.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:415.73046875 - response_length_non_aborted/max:3235.0 - response_length_non_aborted/min:183.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:391.3125 - prompt_length/max:492.0 - prompt_length/min:267.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014868751168251038 - timing_s/agent_loop/generate_sequences/min:np.float64(2.101010534912348) - timing_s/agent_loop/generate_sequences/max:np.float64(17.99409211240709) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.248143444368907) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(17.99409211240709) - timing_s/agent_loop/slowest/tool_calls:np.flo
|
||
step:84 - global_seqlen/min:20092 - global_seqlen/max:31501 - global_seqlen/minmax_diff:11409 - global_seqlen/balanced_min:26920 - global_seqlen/balanced_max:26923 - global_seqlen/mean:26921.75 - actor/entropy:0.047285933047533035 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.9702563285827637 - training/rollout_probs_diff_mean:0.001998181687667966 - training/rollout_probs_diff_std:0.01176747027784586 - training/rollout_actor_probs_pearson_corr:0.9947652220726013 - rollout_corr/rollout_is_mean:0.9999570250511169 - rollout_corr/rollout_is_ratio_fraction_high:1.739039726089686e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001391231780871749 - rollout_corr/rollout_is_max:2.072388172149658 - rollout_corr/rollout_is_min:0.02932487055659294 - rollout_corr/rollout_is_std:0.028965409845113754 - rollout_corr/rollout_is_eff_sample_size:0.9991617083426337 - rollout_corr/rollout_is_seq_mean:0.9999341368675232 - rollout_corr/rollout_is_seq_std:0.0016290530329570174 - rollout_corr/rollout_is_seq_max:1.0047682523727417 - rollout_corr/rollout_is_seq_min:0.994337260723114 - rollout_corr/rollout_is_seq_max_deviation:0.005662739276885986 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0506100784987211) - rollout_corr/training_log_ppl:np.float64(0.04899685260079423) - rollout_corr/kl:np.float64(0.0008145442976399409) - rollout_corr/k3_kl:np.float64(0.0006395985890463862) - rollout_corr/rollout_ppl:np.float64(1.0497489608824253) - rollout_corr/rollout_log_ppl:np.float64(0.04818230797081924) - rollout_corr/log_ppl_diff:np.float64(0.0008145446299749892) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015282427848433144) - rollout_corr/log_ppl_diff_max:np.float64(0.027048081159591675) - rollout_corr/log_ppl_diff_min:np.float64(-0.00547654926776886) - rollout_corr/ppl_ratio:np.float64(1.0008179298602045) - rollout_corr/chi2_token:np.float64(0.0007157814688980579) - rollout_corr/chi2_seq:np.float64(0.3016389023978263) - actor/pg_loss:np.float64(-1.5655532479286194e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00017637754081079038) - actor/ppo_kl:np.float64(0.00023511595035863309) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.13140143640339375) - perf/mfu/actor:np.float64(0.0787529927798204) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.21229934692383) - actor/lr:np.float64(1e-06) - training/global_step:84 - training/epoch:3 - critic/score/mean:0.7421875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7421875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0006771385669708252 - critic/advantages/max:0.625 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0006771385669708252 - critic/returns/max:0.625 - critic/returns/min:-0.875 - response_length/mean:449.2421875 - response_length/max:916.0 - response_length/min:179.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:449.2421875 - response_length_non_aborted/max:916.0 - response_length_non_aborted/min:179.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:392.0625 - prompt_length/max:519.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.996257722377777e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1541482768952847) - timing_s/agent_loop/generate_sequences/max:np.float64(7.856898242607713) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.82572743754281) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.856898242607713) - timing_s/agent_loop/slowest/tool_calls:n
|
||
step:85 - global_seqlen/min:20697 - global_seqlen/max:28926 - global_seqlen/minmax_diff:8229 - global_seqlen/balanced_min:25509 - global_seqlen/balanced_max:25513 - global_seqlen/mean:25511.25 - actor/entropy:0.0537082739174366 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5848106145858765 - training/rollout_probs_diff_mean:0.0022274358198046684 - training/rollout_probs_diff_std:0.011979250237345695 - training/rollout_actor_probs_pearson_corr:0.9954252243041992 - rollout_corr/rollout_is_mean:0.9999368786811829 - rollout_corr/rollout_is_ratio_fraction_high:8.67637136252597e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00011568495392566547 - rollout_corr/rollout_is_max:2.736992835998535 - rollout_corr/rollout_is_min:0.1523718386888504 - rollout_corr/rollout_is_std:0.031525351107120514 - rollout_corr/rollout_is_eff_sample_size:0.9990067819879318 - rollout_corr/rollout_is_seq_mean:0.9999983310699463 - rollout_corr/rollout_is_seq_std:0.001847455045208335 - rollout_corr/rollout_is_seq_max:1.007943034172058 - rollout_corr/rollout_is_seq_min:0.9942744970321655 - rollout_corr/rollout_is_seq_max_deviation:0.007943034172058105 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0569829531013966) - rollout_corr/training_log_ppl:np.float64(0.05484875438924064) - rollout_corr/kl:np.float64(0.000564154028900532) - rollout_corr/k3_kl:np.float64(0.0007049430767054332) - rollout_corr/rollout_ppl:np.float64(1.0563891842029989) - rollout_corr/rollout_log_ppl:np.float64(0.05428459981158085) - rollout_corr/log_ppl_diff:np.float64(0.0005641545776597923) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015242881872836733) - rollout_corr/log_ppl_diff_max:np.float64(0.011014923453330994) - rollout_corr/log_ppl_diff_min:np.float64(-0.007752552628517151) - rollout_corr/ppl_ratio:np.float64(1.00056640827097) - rollout_corr/chi2_token:np.float64(0.0018217619508504868) - rollout_corr/chi2_seq:np.float64(0.5302525763399899) - actor/pg_loss:np.float64(3.4186523407697678e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(1.8920458387583494e-05) - actor/ppo_kl:np.float64(-1.462270548002742e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.062252964824438095) - perf/mfu/actor:np.float64(0.07532675620457446) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.11812210083008) - actor/lr:np.float64(1e-06) - training/global_step:85 - training/epoch:3 - critic/score/mean:0.7421875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7421875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0008869179873727262 - critic/advantages/max:0.25 - critic/advantages/min:-0.75 - critic/returns/mean:-0.0008869179873727262 - critic/returns/max:0.25 - critic/returns/min:-0.75 - response_length/mean:405.1953125 - response_length/max:861.0 - response_length/min:173.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:405.1953125 - response_length_non_aborted/max:861.0 - response_length_non_aborted/min:173.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:392.03125 - prompt_length/max:541.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:7.737986743450165e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.18395003862679) - timing_s/agent_loop/generate_sequences/max:np.float64(7.46437212638557) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.468181933181768) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.46437212638557) - timing_s/agent_loop/slowest/tool_calls:np.float64(
|
||
step:86 - global_seqlen/min:21728 - global_seqlen/max:27725 - global_seqlen/minmax_diff:5997 - global_seqlen/balanced_min:24688 - global_seqlen/balanced_max:24691 - global_seqlen/mean:24688.625 - actor/entropy:0.061135634779930115 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.3990497589111328 - training/rollout_probs_diff_mean:0.0024492167867720127 - training/rollout_probs_diff_std:0.011708705686032772 - training/rollout_actor_probs_pearson_corr:0.9958972334861755 - rollout_corr/rollout_is_mean:1.000069499015808 - rollout_corr/rollout_is_ratio_fraction_high:4.9842001317301765e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.974720210768282e-05 - rollout_corr/rollout_is_max:2.7921876907348633 - rollout_corr/rollout_is_min:0.047019168734550476 - rollout_corr/rollout_is_std:0.03246060386300087 - rollout_corr/rollout_is_eff_sample_size:0.9989476561025407 - rollout_corr/rollout_is_seq_mean:1.0000441074371338 - rollout_corr/rollout_is_seq_std:0.0018616501474753022 - rollout_corr/rollout_is_seq_max:1.0080980062484741 - rollout_corr/rollout_is_seq_min:0.9922611713409424 - rollout_corr/rollout_is_seq_max_deviation:0.008098006248474121 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0576213751919568) - rollout_corr/training_log_ppl:np.float64(0.055652573246334214) - rollout_corr/kl:np.float64(0.0005706517937165145) - rollout_corr/k3_kl:np.float64(0.0005937302741383377) - rollout_corr/rollout_ppl:np.float64(1.0570157296024263) - rollout_corr/rollout_log_ppl:np.float64(0.05508192085471819) - rollout_corr/log_ppl_diff:np.float64(0.0005706523916160222) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015123811426747125) - rollout_corr/log_ppl_diff_max:np.float64(0.008686698973178864) - rollout_corr/log_ppl_diff_min:np.float64(-0.006528489291667938) - rollout_corr/ppl_ratio:np.float64(1.0005727738607675) - rollout_corr/chi2_token:np.float64(0.0013023677747696638) - rollout_corr/chi2_seq:np.float64(0.8290172575507313) - actor/pg_loss:np.float64(-4.644633736461401e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00020940781405442976) - actor/ppo_kl:np.float64(7.144228803923625e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.13857212755829096) - perf/mfu/actor:np.float64(0.07375008490475707) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.19477462768555) - actor/lr:np.float64(1e-06) - training/global_step:86 - training/epoch:3 - critic/score/mean:0.84765625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.84765625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0005968579789623618 - critic/advantages/max:0.875 - critic/advantages/min:-0.5 - critic/returns/mean:0.0005968579789623618 - critic/returns/max:0.875 - critic/returns/min:-0.5 - response_length/mean:391.86328125 - response_length/max:909.0 - response_length/min:187.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:391.86328125 - response_length_non_aborted/max:909.0 - response_length_non_aborted/min:187.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:379.65625 - prompt_length/max:483.0 - prompt_length/min:258.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.8963894844055176e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1699759010225534) - timing_s/agent_loop/generate_sequences/max:np.float64(7.213053761050105) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.171432902039669) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.213053761050105) - timing_s/agent_loop/slowest/tool_c
|
||
step:87 - global_seqlen/min:22273 - global_seqlen/max:32024 - global_seqlen/minmax_diff:9751 - global_seqlen/balanced_min:27519 - global_seqlen/balanced_max:27528 - global_seqlen/mean:27525.75 - actor/entropy:0.0445718877017498 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.39975857734680176 - training/rollout_probs_diff_mean:0.002079889178276062 - training/rollout_probs_diff_std:0.01153971441090107 - training/rollout_actor_probs_pearson_corr:0.9948481321334839 - rollout_corr/rollout_is_mean:0.9999972581863403 - rollout_corr/rollout_is_ratio_fraction_high:2.6194924430456012e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00013970627333037555 - rollout_corr/rollout_is_max:2.508166790008545 - rollout_corr/rollout_is_min:0.16280917823314667 - rollout_corr/rollout_is_std:0.03028131276369095 - rollout_corr/rollout_is_eff_sample_size:0.9990840011771853 - rollout_corr/rollout_is_seq_mean:0.9999658465385437 - rollout_corr/rollout_is_seq_std:0.0017042295075953007 - rollout_corr/rollout_is_seq_max:1.0062042474746704 - rollout_corr/rollout_is_seq_min:0.988897979259491 - rollout_corr/rollout_is_seq_max_deviation:0.011102020740509033 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0508045055903494) - rollout_corr/training_log_ppl:np.float64(0.04917257259876351) - rollout_corr/kl:np.float64(0.0008119303084285212) - rollout_corr/k3_kl:np.float64(0.0006376066653928092) - rollout_corr/rollout_ppl:np.float64(1.049935205373913) - rollout_corr/rollout_log_ppl:np.float64(0.04836064190021716) - rollout_corr/log_ppl_diff:np.float64(0.0008119306985463481) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015615168049407657) - rollout_corr/log_ppl_diff_max:np.float64(0.019536092877388) - rollout_corr/log_ppl_diff_min:np.float64(-0.004697389900684357) - rollout_corr/ppl_ratio:np.float64(1.0008148858323693) - rollout_corr/chi2_token:np.float64(0.0008333791047334671) - rollout_corr/chi2_seq:np.float64(0.3704268264118582) - actor/pg_loss:np.float64(-1.9594677723944187e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00019473570864647627) - actor/ppo_kl:np.float64(0.0002214926234174186) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.15005829744040966) - perf/mfu/actor:np.float64(0.0816836689600733) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.16437530517578) - actor/lr:np.float64(1e-06) - training/global_step:87 - training/epoch:3 - critic/score/mean:0.625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0005369959399104118 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:0.0005369959399104118 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:447.3671875 - response_length/max:904.0 - response_length/min:191.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:447.3671875 - response_length_non_aborted/max:904.0 - response_length_non_aborted/min:191.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:412.8125 - prompt_length/max:518.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00012892857193946838 - timing_s/agent_loop/generate_sequences/min:np.float64(2.2074314299970865) - timing_s/agent_loop/generate_sequences/max:np.float64(7.719810716807842) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.875570193362364) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.719810716807842) - timing_s/agent_loop/slowest/tool_calls:np.float64(0.0
|
||
step:88 - global_seqlen/min:20782 - global_seqlen/max:32487 - global_seqlen/minmax_diff:11705 - global_seqlen/balanced_min:26121 - global_seqlen/balanced_max:26124 - global_seqlen/mean:26122.125 - actor/entropy:0.04978610947728157 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6780092716217041 - training/rollout_probs_diff_mean:0.00200673402287066 - training/rollout_probs_diff_std:0.011237187311053276 - training/rollout_actor_probs_pearson_corr:0.9956738948822021 - rollout_corr/rollout_is_mean:0.9999000430107117 - rollout_corr/rollout_is_ratio_fraction_high:5.4422263929154724e-05 - rollout_corr/rollout_is_ratio_fraction_low:9.070376836461946e-05 - rollout_corr/rollout_is_max:2.5243659019470215 - rollout_corr/rollout_is_min:0.07763990014791489 - rollout_corr/rollout_is_std:0.028913918882608414 - rollout_corr/rollout_is_eff_sample_size:0.9991645645790151 - rollout_corr/rollout_is_seq_mean:0.9999350905418396 - rollout_corr/rollout_is_seq_std:0.001755621051415801 - rollout_corr/rollout_is_seq_max:1.007818579673767 - rollout_corr/rollout_is_seq_min:0.9955093264579773 - rollout_corr/rollout_is_seq_max_deviation:0.00781857967376709 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0563168628141284) - rollout_corr/training_log_ppl:np.float64(0.05398160306322097) - rollout_corr/kl:np.float64(0.0006752784820314162) - rollout_corr/k3_kl:np.float64(0.0006548747212740125) - rollout_corr/rollout_ppl:np.float64(1.0555871645919979) - rollout_corr/rollout_log_ppl:np.float64(0.05330632410823455) - rollout_corr/log_ppl_diff:np.float64(0.0006752789549864247) - rollout_corr/log_ppl_abs_diff:np.float64(0.0015276311451088986) - rollout_corr/log_ppl_diff_max:np.float64(0.006414309144020081) - rollout_corr/log_ppl_diff_min:np.float64(-0.006607219576835632) - rollout_corr/ppl_ratio:np.float64(1.0006774859502912) - rollout_corr/chi2_token:np.float64(0.001272396882995963) - rollout_corr/chi2_seq:np.float64(0.44137590448372066) - actor/pg_loss:np.float64(0.0001823698403313756) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0005461941095745715) - actor/ppo_kl:np.float64(0.00012440625442877717) - actor/pg_clipfrac_lower:np.float64(4.689375600719359e-06) - actor/grad_norm:np.float64(0.21767354384064674) - perf/mfu/actor:np.float64(0.07690475459693276) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.15730285644531) - actor/lr:np.float64(1e-06) - training/global_step:88 - training/epoch:3 - critic/score/mean:0.6640625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.6640625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0031417517457157373 - critic/advantages/max:0.875 - critic/advantages/min:-0.625 - critic/returns/mean:0.0031417517457157373 - critic/returns/max:0.875 - critic/returns/min:-0.625 - response_length/mean:430.66015625 - response_length/max:850.0 - response_length/min:161.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:430.66015625 - response_length_non_aborted/max:850.0 - response_length_non_aborted/min:161.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:385.65625 - prompt_length/max:490.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00018705613911151886 - timing_s/agent_loop/generate_sequences/min:np.float64(1.9101635981351137) - timing_s/agent_loop/generate_sequences/max:np.float64(7.360999694094062) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.570031204355473) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.360999694094062) - timing_s/agent_loop/
|
||
step:89 - global_seqlen/min:24649 - global_seqlen/max:33401 - global_seqlen/minmax_diff:8752 - global_seqlen/balanced_min:29323 - global_seqlen/balanced_max:29325 - global_seqlen/mean:29323.75 - actor/entropy:0.04022124782204628 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5830117464065552 - training/rollout_probs_diff_mean:0.0017969151958823204 - training/rollout_probs_diff_std:0.010503474622964859 - training/rollout_actor_probs_pearson_corr:0.9952396750450134 - rollout_corr/rollout_is_mean:1.0000041723251343 - rollout_corr/rollout_is_ratio_fraction_high:2.3543814677395858e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.847938104532659e-05 - rollout_corr/rollout_is_max:4.0074310302734375 - rollout_corr/rollout_is_min:0.307452917098999 - rollout_corr/rollout_is_std:0.027917563915252686 - rollout_corr/rollout_is_eff_sample_size:0.9992209785938259 - rollout_corr/rollout_is_seq_mean:1.0000067949295044 - rollout_corr/rollout_is_seq_std:0.0015692247543483973 - rollout_corr/rollout_is_seq_max:1.009533405303955 - rollout_corr/rollout_is_seq_min:0.9947223663330078 - rollout_corr/rollout_is_seq_max_deviation:0.009533405303955078 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0462127816863358) - rollout_corr/training_log_ppl:np.float64(0.044784407255974656) - rollout_corr/kl:np.float64(0.0006013624857392763) - rollout_corr/k3_kl:np.float64(0.0006099964043713157) - rollout_corr/rollout_ppl:np.float64(1.0455811796709895) - rollout_corr/rollout_log_ppl:np.float64(0.044183044255987625) - rollout_corr/log_ppl_diff:np.float64(0.0006013629999870318) - rollout_corr/log_ppl_abs_diff:np.float64(0.0014206745136107202) - rollout_corr/log_ppl_diff_max:np.float64(0.008299320936203003) - rollout_corr/log_ppl_diff_min:np.float64(-0.006630688905715942) - rollout_corr/ppl_ratio:np.float64(1.00060333032161) - rollout_corr/chi2_token:np.float64(0.00131711782887578) - rollout_corr/chi2_seq:np.float64(2.751286949031055) - actor/pg_loss:np.float64(4.6454835683107376e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(2.8379607556416886e-05) - actor/ppo_kl:np.float64(0.00016049884379754076) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.049162840005010366) - perf/mfu/actor:np.float64(0.08483849544280975) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.06477737426758) - actor/lr:np.float64(1e-06) - training/global_step:89 - training/epoch:3 - critic/score/mean:0.74609375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.74609375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0005621085874736309 - critic/advantages/max:0.125 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0005621085874736309 - critic/returns/max:0.125 - critic/returns/min:-0.875 - response_length/mean:497.7421875 - response_length/max:839.0 - response_length/min:198.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:497.7421875 - response_length_non_aborted/max:839.0 - response_length_non_aborted/min:198.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:418.625 - prompt_length/max:512.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:4.437007009983063e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.3461192548274994) - timing_s/agent_loop/generate_sequences/max:np.float64(7.896998358890414) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.441400952440745) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.896998358890414) - timing_s/agent_loop/slowest/tool_calls:
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 90}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
To calculate the volume of the unit cell for a crystal structure with orthorhombic symmetry (since all angles α, β, and γ are 90.00º), we can use the formula for the volume of a unit cell in an orthorhombic system:
|
||
|
||
V = a × b × c
|
||
|
||
Given:
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
|
||
Substituting these values into the formula:
|
||
|
||
V = 7.82 × 7.82 × 17.88
|
||
|
||
First, calculate 7.82 × 7.82:
|
||
|
||
7.82 × 7.82 = 61.1524
|
||
|
||
Now multiply that by 17.88:
|
||
|
||
61.1524 × 17.88 ≈ 1094.31 ų
|
||
|
||
Therefore, the correct answer is B: 1094.31 ų.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_90
|
||
step:90 - global_seqlen/min:21572 - global_seqlen/max:33078 - global_seqlen/minmax_diff:11506 - global_seqlen/balanced_min:27047 - global_seqlen/balanced_max:27051 - global_seqlen/mean:27049.375 - actor/entropy:0.05337677150964737 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5838292837142944 - training/rollout_probs_diff_mean:0.002151863183826208 - training/rollout_probs_diff_std:0.011963930912315845 - training/rollout_actor_probs_pearson_corr:0.9951996207237244 - rollout_corr/rollout_is_mean:1.0000139474868774 - rollout_corr/rollout_is_ratio_fraction_high:3.4801068977685645e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00013050400593783706 - rollout_corr/rollout_is_max:7.123044967651367 - rollout_corr/rollout_is_min:0.13723966479301453 - rollout_corr/rollout_is_std:0.030356017872691154 - rollout_corr/rollout_is_eff_sample_size:0.9990791225700723 - rollout_corr/rollout_is_seq_mean:1.0000704526901245 - rollout_corr/rollout_is_seq_std:0.0032896019984036684 - rollout_corr/rollout_is_seq_max:1.034042239189148 - rollout_corr/rollout_is_seq_min:0.9943957328796387 - rollout_corr/rollout_is_seq_max_deviation:0.03404223918914795 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0565867288969457) - rollout_corr/training_log_ppl:np.float64(0.05451778970382293) - rollout_corr/kl:np.float64(0.0005373297904114338) - rollout_corr/k3_kl:np.float64(0.000734658154001977) - rollout_corr/rollout_ppl:np.float64(1.05601063137874) - rollout_corr/rollout_log_ppl:np.float64(0.0539804592008295) - rollout_corr/log_ppl_diff:np.float64(0.0005373305029934272) - rollout_corr/log_ppl_abs_diff:np.float64(0.0014802939986111596) - rollout_corr/log_ppl_diff_max:np.float64(0.011161405593156815) - rollout_corr/log_ppl_diff_min:np.float64(-0.010649912059307098) - rollout_corr/ppl_ratio:np.float64(1.0005397493951023) - rollout_corr/chi2_token:np.float64(0.0029833028092980385) - rollout_corr/chi2_seq:np.float64(1.778731806203723) - actor/pg_loss:np.float64(9.338895324617624e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(2.1003947040298954e-05) - actor/ppo_kl:np.float64(-6.227661563396047e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.10093431454151869) - perf/mfu/actor:np.float64(0.07837184889663078) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.1535758972168) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7566489361702128) - val-aux/sciknoweval/reward/std@16:np.float64(0.051779916379202574) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7787446808510639) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.039970469659672915) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7347021276595744) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.04786711484565726) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7571702127659574) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.05225740433309325) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.7945638297872339) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.024899347755593753) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.7152978723404255) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.03827400172973456) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.7601808510638297) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.042683415031958986) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.8042446808510638) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.012364483567494838) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.6999255319148937) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.02654025168353534) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7619148936170211) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.029941536785489036) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.8078
|
||
step:91 - global_seqlen/min:22592 - global_seqlen/max:31989 - global_seqlen/minmax_diff:9397 - global_seqlen/balanced_min:25799 - global_seqlen/balanced_max:32554 - global_seqlen/mean:26645.25 - actor/entropy:0.05074597895145416 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.466818243265152 - training/rollout_probs_diff_mean:0.0018669883720576763 - training/rollout_probs_diff_std:0.009989441372454166 - training/rollout_actor_probs_pearson_corr:0.9965559840202332 - rollout_corr/rollout_is_mean:0.9999288320541382 - rollout_corr/rollout_is_ratio_fraction_high:0.0 - rollout_corr/rollout_is_ratio_fraction_low:7.37644440960139e-05 - rollout_corr/rollout_is_max:1.919961929321289 - rollout_corr/rollout_is_min:0.16960850358009338 - rollout_corr/rollout_is_std:0.026654968038201332 - rollout_corr/rollout_is_eff_sample_size:0.999289898028118 - rollout_corr/rollout_is_seq_mean:0.999915361404419 - rollout_corr/rollout_is_seq_std:0.0015413021901622415 - rollout_corr/rollout_is_seq_max:1.0052435398101807 - rollout_corr/rollout_is_seq_min:0.9944308996200562 - rollout_corr/rollout_is_seq_max_deviation:0.005569100379943848 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0612004683353007) - rollout_corr/training_log_ppl:np.float64(0.05845046364629525) - rollout_corr/kl:np.float64(0.0005044721559075427) - rollout_corr/k3_kl:np.float64(0.00045321661817965264) - rollout_corr/rollout_ppl:np.float64(1.0606594067066908) - rollout_corr/rollout_log_ppl:np.float64(0.05794599100045161) - rollout_corr/log_ppl_diff:np.float64(0.0005044726458436344) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012553419364849105) - rollout_corr/log_ppl_diff_max:np.float64(0.00856219232082367) - rollout_corr/log_ppl_diff_min:np.float64(-0.0035656802356243134) - rollout_corr/ppl_ratio:np.float64(1.0005058830138296) - rollout_corr/chi2_token:np.float64(0.0008079037070274353) - rollout_corr/chi2_seq:np.float64(0.5942554601933807) - actor/pg_loss:np.float64(-6.973976269364357e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(4.7351449666166445e-05) - actor/ppo_kl:np.float64(5.3711747192153325e-06) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.01579522853717208) - perf/mfu/actor:np.float64(0.07329023449381297) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.8720932006836) - actor/lr:np.float64(1e-06) - training/global_step:91 - training/epoch:3 - critic/score/mean:0.80859375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.80859375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.054961685091257095 - critic/advantages/max:0.125 - critic/advantages/min:-0.875 - critic/returns/mean:-0.054961685091257095 - critic/returns/max:0.125 - critic/returns/min:-0.875 - response_length/mean:476.6015625 - response_length/max:8192.0 - response_length/min:187.0 - response_length/clip_ratio:0.00390625 - response_length_non_aborted/mean:476.6015625 - response_length_non_aborted/max:8192.0 - response_length_non_aborted/min:187.0 - response_length_non_aborted/clip_ratio:0.00390625 - response/aborted_ratio:0.0 - prompt_length/mean:356.0625 - prompt_length/max:477.0 - prompt_length/min:196.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:5.0185248255729675e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0423638969659805) - timing_s/agent_loop/generate_sequences/max:np.float64(50.59291830845177) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.7901106993012945) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(50.59291830845177) - timing_s/agent_loop/slowest/tool_calls:np
|
||
step:92 - global_seqlen/min:24751 - global_seqlen/max:31005 - global_seqlen/minmax_diff:6254 - global_seqlen/balanced_min:28583 - global_seqlen/balanced_max:28599 - global_seqlen/mean:28590.25 - actor/entropy:0.07447073608636856 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6695266366004944 - training/rollout_probs_diff_mean:0.0025611515156924725 - training/rollout_probs_diff_std:0.01220319326967001 - training/rollout_actor_probs_pearson_corr:0.9964745044708252 - rollout_corr/rollout_is_mean:1.000080943107605 - rollout_corr/rollout_is_ratio_fraction_high:7.045230449875817e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00011742050992324948 - rollout_corr/rollout_is_max:4.670137405395508 - rollout_corr/rollout_is_min:0.04595468193292618 - rollout_corr/rollout_is_std:0.033514026552438736 - rollout_corr/rollout_is_eff_sample_size:0.9988779512721494 - rollout_corr/rollout_is_seq_mean:1.0001102685928345 - rollout_corr/rollout_is_seq_std:0.001765890745446086 - rollout_corr/rollout_is_seq_max:1.0090281963348389 - rollout_corr/rollout_is_seq_min:0.9952805042266846 - rollout_corr/rollout_is_seq_max_deviation:0.009028196334838867 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0732701481319964) - rollout_corr/training_log_ppl:np.float64(0.0694317512861744) - rollout_corr/kl:np.float64(0.00046238616268556854) - rollout_corr/k3_kl:np.float64(0.0006291608898933987) - rollout_corr/rollout_ppl:np.float64(1.0727753364481032) - rollout_corr/rollout_log_ppl:np.float64(0.06896936462908343) - rollout_corr/log_ppl_diff:np.float64(0.00046238665709097404) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013666152972291457) - rollout_corr/log_ppl_diff_max:np.float64(0.007326595485210419) - rollout_corr/log_ppl_diff_min:np.float64(-0.006338030099868774) - rollout_corr/ppl_ratio:np.float64(1.0004640747793019) - rollout_corr/chi2_token:np.float64(0.0016734306700527668) - rollout_corr/chi2_seq:np.float64(0.6637354781851172) - actor/pg_loss:np.float64(7.901119533926249e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00043912684168390115) - actor/ppo_kl:np.float64(-4.9294723233117566e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.16749685630202293) - perf/mfu/actor:np.float64(0.083484074070933) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(104.75609970092773) - actor/lr:np.float64(1e-06) - training/global_step:92 - training/epoch:3 - critic/score/mean:0.7109375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.7109375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0005313277943059802 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0005313277943059802 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:499.0078125 - response_length/max:1275.0 - response_length/min:203.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:499.0078125 - response_length_non_aborted/max:1275.0 - response_length_non_aborted/min:203.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:394.4375 - prompt_length/max:476.0 - prompt_length/min:264.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.717419743537903e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.4601905792951584) - timing_s/agent_loop/generate_sequences/max:np.float64(9.975601432844996) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.471915273170453) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(9.975601432844996) - timing_s/agent_loop/slowest/tool_calls
|
||
step:93 - global_seqlen/min:21194 - global_seqlen/max:30043 - global_seqlen/minmax_diff:8849 - global_seqlen/balanced_min:26263 - global_seqlen/balanced_max:26272 - global_seqlen/mean:26267.875 - actor/entropy:0.047844935208559036 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.5599756240844727 - training/rollout_probs_diff_mean:0.0019041248597204685 - training/rollout_probs_diff_std:0.010661047883331776 - training/rollout_actor_probs_pearson_corr:0.9959314465522766 - rollout_corr/rollout_is_mean:0.9998970031738281 - rollout_corr/rollout_is_ratio_fraction_high:7.087737321853638e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.087737321853638e-05 - rollout_corr/rollout_is_max:2.549046516418457 - rollout_corr/rollout_is_min:0.17551067471504211 - rollout_corr/rollout_is_std:0.02885614149272442 - rollout_corr/rollout_is_eff_sample_size:0.9991676588535228 - rollout_corr/rollout_is_seq_mean:0.9999610185623169 - rollout_corr/rollout_is_seq_std:0.0016428149538114667 - rollout_corr/rollout_is_seq_max:1.006683349609375 - rollout_corr/rollout_is_seq_min:0.994486391544342 - rollout_corr/rollout_is_seq_max_deviation:0.006683349609375 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0567301423288882) - rollout_corr/training_log_ppl:np.float64(0.05439375846617622) - rollout_corr/kl:np.float64(0.0006434451307271161) - rollout_corr/k3_kl:np.float64(0.0005920195093249703) - rollout_corr/rollout_ppl:np.float64(1.0560367717407644) - rollout_corr/rollout_log_ppl:np.float64(0.053750312803458655) - rollout_corr/log_ppl_diff:np.float64(0.0006434456627175678) - rollout_corr/log_ppl_abs_diff:np.float64(0.0013332313756109215) - rollout_corr/log_ppl_diff_max:np.float64(0.007844395935535431) - rollout_corr/log_ppl_diff_min:np.float64(-0.00539582222700119) - rollout_corr/ppl_ratio:np.float64(1.0006451506633312) - rollout_corr/chi2_token:np.float64(0.0011210150551050901) - rollout_corr/chi2_seq:np.float64(0.10734880738891661) - actor/pg_loss:np.float64(2.6544439606368542e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(8.816855415716418e-05) - actor/ppo_kl:np.float64(9.917735489750612e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.02947139646857977) - perf/mfu/actor:np.float64(0.07661425337252582) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.23891067504883) - actor/lr:np.float64(1e-06) - training/global_step:93 - training/epoch:3 - critic/score/mean:0.78515625 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.78515625 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:0.0008228420047089458 - critic/advantages/max:0.875 - critic/advantages/min:-0.125 - critic/returns/mean:0.0008228420047089458 - critic/returns/max:0.875 - critic/returns/min:-0.125 - response_length/mean:440.90234375 - response_length/max:1010.0 - response_length/min:170.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:440.90234375 - response_length_non_aborted/max:1010.0 - response_length_non_aborted/min:170.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:379.96875 - prompt_length/max:492.0 - prompt_length/min:203.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:2.2862106561660767e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(1.8822572939097881) - timing_s/agent_loop/generate_sequences/max:np.float64(8.475016556680202) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.550744398489769) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.475016556680202) - timing_s/agent_loop/slowest/tool_cal
|
||
step:94 - global_seqlen/min:23365 - global_seqlen/max:31374 - global_seqlen/minmax_diff:8009 - global_seqlen/balanced_min:28365 - global_seqlen/balanced_max:28377 - global_seqlen/mean:28373.625 - actor/entropy:0.05107166990637779 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.6118495464324951 - training/rollout_probs_diff_mean:0.002033080905675888 - training/rollout_probs_diff_std:0.011409728787839413 - training/rollout_actor_probs_pearson_corr:0.9957208633422852 - rollout_corr/rollout_is_mean:0.999905526638031 - rollout_corr/rollout_is_ratio_fraction_high:3.147301686112769e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00015736508066765964 - rollout_corr/rollout_is_max:6.195666790008545 - rollout_corr/rollout_is_min:0.23039421439170837 - rollout_corr/rollout_is_std:0.029570257291197777 - rollout_corr/rollout_is_eff_sample_size:0.9991261257666647 - rollout_corr/rollout_is_seq_mean:0.9998438954353333 - rollout_corr/rollout_is_seq_std:0.0018056193366646767 - rollout_corr/rollout_is_seq_max:1.010923981666565 - rollout_corr/rollout_is_seq_min:0.9918465614318848 - rollout_corr/rollout_is_seq_max_deviation:0.010923981666564941 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0576600073836744) - rollout_corr/training_log_ppl:np.float64(0.055277571715123486) - rollout_corr/kl:np.float64(0.0006258701370072117) - rollout_corr/k3_kl:np.float64(0.000533808628354393) - rollout_corr/rollout_ppl:np.float64(1.056982469279319) - rollout_corr/rollout_log_ppl:np.float64(0.05465170104071149) - rollout_corr/log_ppl_diff:np.float64(0.0006258706744119991) - rollout_corr/log_ppl_abs_diff:np.float64(0.0012843467411585152) - rollout_corr/log_ppl_diff_max:np.float64(0.00776304304599762) - rollout_corr/log_ppl_diff_min:np.float64(-0.005833819508552551) - rollout_corr/ppl_ratio:np.float64(1.0006276078056544) - rollout_corr/chi2_token:np.float64(0.0009046124760061502) - rollout_corr/chi2_seq:np.float64(2.0929555441252887) - actor/pg_loss:np.float64(0.00027054280508309603) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0002680098132259445) - actor/ppo_kl:np.float64(-7.556408530295933e-05) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.1807025857269764) - perf/mfu/actor:np.float64(0.08282964649513413) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.09398651123047) - actor/lr:np.float64(1e-06) - training/global_step:94 - training/epoch:3 - critic/score/mean:0.73828125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.73828125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0006392956129275262 - critic/advantages/max:0.875 - critic/advantages/min:-0.25 - critic/returns/mean:-0.0006392956129275262 - critic/returns/max:0.875 - critic/returns/min:-0.25 - response_length/mean:496.45703125 - response_length/max:1071.0 - response_length/min:211.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:496.45703125 - response_length_non_aborted/max:1071.0 - response_length_non_aborted/min:211.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:390.21875 - prompt_length/max:483.0 - prompt_length/min:200.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:9.479746222496033e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.335531396791339) - timing_s/agent_loop/generate_sequences/max:np.float64(8.884080475196242) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.296686432004208) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.884080475196242) - timing_s/agent_loop/slowest/tool_calls
|
||
step:95 - global_seqlen/min:25115 - global_seqlen/max:33047 - global_seqlen/minmax_diff:7932 - global_seqlen/balanced_min:28616 - global_seqlen/balanced_max:28619 - global_seqlen/mean:28617.75 - actor/entropy:0.04661192372441292 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.8254104256629944 - training/rollout_probs_diff_mean:0.0019973409362137318 - training/rollout_probs_diff_std:0.011340063065290451 - training/rollout_actor_probs_pearson_corr:0.9950777888298035 - rollout_corr/rollout_is_mean:1.0000083446502686 - rollout_corr/rollout_is_ratio_fraction_high:7.841046317480505e-05 - rollout_corr/rollout_is_ratio_fraction_low:7.056941831251606e-05 - rollout_corr/rollout_is_max:2.3633062839508057 - rollout_corr/rollout_is_min:0.10317593812942505 - rollout_corr/rollout_is_std:0.029430845752358437 - rollout_corr/rollout_is_eff_sample_size:0.9991345749114386 - rollout_corr/rollout_is_seq_mean:1.0000441074371338 - rollout_corr/rollout_is_seq_std:0.0015897169942036271 - rollout_corr/rollout_is_seq_max:1.0052056312561035 - rollout_corr/rollout_is_seq_min:0.9953656196594238 - rollout_corr/rollout_is_seq_max_deviation:0.005205631256103516 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.052196632605046) - rollout_corr/training_log_ppl:np.float64(0.050540514561362215) - rollout_corr/kl:np.float64(0.0006028899679608735) - rollout_corr/k3_kl:np.float64(0.0006437514416504087) - rollout_corr/rollout_ppl:np.float64(1.051551810465753) - rollout_corr/rollout_log_ppl:np.float64(0.04993762408957991) - rollout_corr/log_ppl_diff:np.float64(0.0006028904717823025) - rollout_corr/log_ppl_abs_diff:np.float64(0.001454217235732358) - rollout_corr/log_ppl_diff_max:np.float64(0.0101885125041008) - rollout_corr/log_ppl_diff_min:np.float64(-0.003857158124446869) - rollout_corr/ppl_ratio:np.float64(1.000604884698987) - rollout_corr/chi2_token:np.float64(0.0013503972440958023) - rollout_corr/chi2_seq:np.float64(1.4245592006482184) - actor/pg_loss:np.float64(8.295488078147173e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00020260240671632346) - actor/ppo_kl:np.float64(0.00012206497116018511) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.1737770214676857) - perf/mfu/actor:np.float64(0.08376044684646436) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.20892715454102) - actor/lr:np.float64(1e-06) - training/global_step:95 - training/epoch:3 - critic/score/mean:0.76171875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.76171875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:3.136418672511354e-05 - critic/advantages/max:0.75 - critic/advantages/min:-0.875 - critic/returns/mean:3.136418672511354e-05 - critic/returns/max:0.75 - critic/returns/min:-0.875 - response_length/mean:498.1796875 - response_length/max:856.0 - response_length/min:180.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:498.1796875 - response_length_non_aborted/max:856.0 - response_length_non_aborted/min:180.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:396.125 - prompt_length/max:493.0 - prompt_length/min:260.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.00014534778892993927 - timing_s/agent_loop/generate_sequences/min:np.float64(2.153837487101555) - timing_s/agent_loop/generate_sequences/max:np.float64(8.180927706882358) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.50552720228734) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(8.180927706882358) - timing_s/agent_loop/slowest/tool_calls:np.float
|
||
step:96 - global_seqlen/min:22643 - global_seqlen/max:34496 - global_seqlen/minmax_diff:11853 - global_seqlen/balanced_min:29438 - global_seqlen/balanced_max:29502 - global_seqlen/mean:29458.25 - actor/entropy:0.04679719731211662 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.49973881244659424 - training/rollout_probs_diff_mean:0.002006575698032975 - training/rollout_probs_diff_std:0.011437534354627132 - training/rollout_actor_probs_pearson_corr:0.9951053857803345 - rollout_corr/rollout_is_mean:1.0001201629638672 - rollout_corr/rollout_is_ratio_fraction_high:1.5229740711220074e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00015991227701306343 - rollout_corr/rollout_is_max:2.2695932388305664 - rollout_corr/rollout_is_min:0.0005223815678618848 - rollout_corr/rollout_is_std:0.029386257752776146 - rollout_corr/rollout_is_eff_sample_size:0.9991375499964328 - rollout_corr/rollout_is_seq_mean:1.0001219511032104 - rollout_corr/rollout_is_seq_std:0.0016149127623066306 - rollout_corr/rollout_is_seq_max:1.0052374601364136 - rollout_corr/rollout_is_seq_min:0.9945542216300964 - rollout_corr/rollout_is_seq_max_deviation:0.0054457783699035645 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0504484134726226) - rollout_corr/training_log_ppl:np.float64(0.04875225234536629) - rollout_corr/kl:np.float64(0.0006898636913366119) - rollout_corr/k3_kl:np.float64(0.0007324333878671041) - rollout_corr/rollout_ppl:np.float64(1.0497013847343624) - rollout_corr/rollout_log_ppl:np.float64(0.048062387919344474) - rollout_corr/log_ppl_diff:np.float64(0.0006898644260218134) - rollout_corr/log_ppl_abs_diff:np.float64(0.001569076217492693) - rollout_corr/log_ppl_diff_max:np.float64(0.010027572512626648) - rollout_corr/log_ppl_diff_min:np.float64(-0.005765251815319061) - rollout_corr/ppl_ratio:np.float64(1.0006924110930413) - rollout_corr/chi2_token:np.float64(0.0014178783167153597) - rollout_corr/chi2_seq:np.float64(0.7907166071236134) - actor/pg_loss:np.float64(-3.4949975088238716e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00029350927343330113) - actor/ppo_kl:np.float64(0.0002765249004426096) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.16087528318166733) - perf/mfu/actor:np.float64(0.08561085412592156) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.13811874389648) - actor/lr:np.float64(1e-06) - training/global_step:96 - training/epoch:3 - critic/score/mean:0.58984375 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.58984375 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0007138940854929388 - critic/advantages/max:0.875 - critic/advantages/min:-0.75 - critic/returns/mean:-0.0007138940854929388 - critic/returns/max:0.875 - critic/returns/min:-0.75 - response_length/mean:512.9765625 - response_length/max:1581.0 - response_length/min:177.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:512.9765625 - response_length_non_aborted/max:1581.0 - response_length_non_aborted/min:177.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:407.59375 - prompt_length/max:505.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:0.0001514684408903122 - timing_s/agent_loop/generate_sequences/min:np.float64(2.0514542553573847) - timing_s/agent_loop/generate_sequences/max:np.float64(11.520855454728007) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.558338761380583) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(11.520855454728007) - timing_s/agent_loop/slowe
|
||
step:97 - global_seqlen/min:22013 - global_seqlen/max:34790 - global_seqlen/minmax_diff:12777 - global_seqlen/balanced_min:27093 - global_seqlen/balanced_max:33403 - global_seqlen/mean:28695.625 - actor/entropy:0.05618748813867569 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.39973196387290955 - training/rollout_probs_diff_mean:0.0019156996859237552 - training/rollout_probs_diff_std:0.010508053936064243 - training/rollout_actor_probs_pearson_corr:0.996550440788269 - rollout_corr/rollout_is_mean:0.9999145269393921 - rollout_corr/rollout_is_ratio_fraction_high:7.371315405180212e-06 - rollout_corr/rollout_is_ratio_fraction_low:8.845578122418374e-05 - rollout_corr/rollout_is_max:3.37223482131958 - rollout_corr/rollout_is_min:0.27226296067237854 - rollout_corr/rollout_is_std:0.02762783132493496 - rollout_corr/rollout_is_eff_sample_size:0.999237166069566 - rollout_corr/rollout_is_seq_mean:0.9998699426651001 - rollout_corr/rollout_is_seq_std:0.0017847311682999134 - rollout_corr/rollout_is_seq_max:1.006451964378357 - rollout_corr/rollout_is_seq_min:0.9932880401611328 - rollout_corr/rollout_is_seq_max_deviation:0.0067119598388671875 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0567704434506595) - rollout_corr/training_log_ppl:np.float64(0.054321528661603224) - rollout_corr/kl:np.float64(0.0004643425212407237) - rollout_corr/k3_kl:np.float64(0.0005528200473072786) - rollout_corr/rollout_ppl:np.float64(1.0562733570113778) - rollout_corr/rollout_log_ppl:np.float64(0.05385718593788624) - rollout_corr/log_ppl_diff:np.float64(0.0004643427237169817) - rollout_corr/log_ppl_abs_diff:np.float64(0.001442504406441003) - rollout_corr/log_ppl_diff_max:np.float64(0.008554868400096893) - rollout_corr/log_ppl_diff_min:np.float64(-0.005728933960199356) - rollout_corr/ppl_ratio:np.float64(1.0004662966821343) - rollout_corr/chi2_token:np.float64(0.0013686688616871834) - rollout_corr/chi2_seq:np.float64(1.28147081611678) - actor/pg_loss:np.float64(-1.70036219060421e-06) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0001624026911031251) - actor/ppo_kl:np.float64(-0.00013354237297402705) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.07056355243548751) - perf/mfu/actor:np.float64(0.07932614276479677) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.1329116821289) - actor/lr:np.float64(1e-06) - training/global_step:97 - training/epoch:3 - critic/score/mean:0.85546875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.85546875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.10374020785093307 - critic/advantages/max:0.25 - critic/advantages/min:-0.875 - critic/returns/mean:-0.10374020785093307 - critic/returns/max:0.25 - critic/returns/min:-0.875 - response_length/mean:529.92578125 - response_length/max:8192.0 - response_length/min:190.0 - response_length/clip_ratio:0.0078125 - response_length_non_aborted/mean:529.92578125 - response_length_non_aborted/max:8192.0 - response_length_non_aborted/min:190.0 - response_length_non_aborted/clip_ratio:0.0078125 - response/aborted_ratio:0.0 - prompt_length/mean:366.8125 - prompt_length/max:490.0 - prompt_length/min:262.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:8.939765393733978e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.2069880440831184) - timing_s/agent_loop/generate_sequences/max:np.float64(50.93019938468933) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.171387562877499) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(50.93019938468933) - timing_s/agent_loop/slowest/to
|
||
step:98 - global_seqlen/min:22797 - global_seqlen/max:30863 - global_seqlen/minmax_diff:8066 - global_seqlen/balanced_min:26794 - global_seqlen/balanced_max:26799 - global_seqlen/mean:26796.375 - actor/entropy:0.04842422157526016 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7172131538391113 - training/rollout_probs_diff_mean:0.002257800195366144 - training/rollout_probs_diff_std:0.012311161495745182 - training/rollout_actor_probs_pearson_corr:0.9944987297058105 - rollout_corr/rollout_is_mean:1.0000731945037842 - rollout_corr/rollout_is_ratio_fraction_high:3.5939225199399516e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001707113260636106 - rollout_corr/rollout_is_max:2.2531673908233643 - rollout_corr/rollout_is_min:0.07730188965797424 - rollout_corr/rollout_is_std:0.031039481982588768 - rollout_corr/rollout_is_eff_sample_size:0.9990378348031789 - rollout_corr/rollout_is_seq_mean:1.0002034902572632 - rollout_corr/rollout_is_seq_std:0.00173987727612257 - rollout_corr/rollout_is_seq_max:1.0084892511367798 - rollout_corr/rollout_is_seq_min:0.9956490993499756 - rollout_corr/rollout_is_seq_max_deviation:0.008489251136779785 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.050764275714755) - rollout_corr/training_log_ppl:np.float64(0.04918175351122045) - rollout_corr/kl:np.float64(0.00046318168666559245) - rollout_corr/k3_kl:np.float64(0.0006677604205691523) - rollout_corr/rollout_ppl:np.float64(1.0502702398225665) - rollout_corr/rollout_log_ppl:np.float64(0.048718571197241545) - rollout_corr/log_ppl_diff:np.float64(0.00046318231397890486) - rollout_corr/log_ppl_abs_diff:np.float64(0.001540178225695854) - rollout_corr/log_ppl_diff_max:np.float64(0.01113704964518547) - rollout_corr/log_ppl_diff_min:np.float64(-0.006780542433261871) - rollout_corr/ppl_ratio:np.float64(1.0004655125085264) - rollout_corr/chi2_token:np.float64(0.0017206836491823196) - rollout_corr/chi2_seq:np.float64(0.668095194734633) - actor/pg_loss:np.float64(1.3680546544492245e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.0001169136107819213) - actor/ppo_kl:np.float64(0.00010978662939820083) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.08973986911587417) - perf/mfu/actor:np.float64(0.07893086665760501) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.16036605834961) - actor/lr:np.float64(1e-06) - training/global_step:98 - training/epoch:3 - critic/score/mean:0.8828125 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.8828125 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.0018441316206008196 - critic/advantages/max:0.5 - critic/advantages/min:-0.875 - critic/returns/mean:-0.0018441316206008196 - critic/returns/max:0.5 - critic/returns/min:-0.875 - response_length/mean:434.76171875 - response_length/max:940.0 - response_length/min:178.0 - response_length/clip_ratio:0.0 - response_length_non_aborted/mean:434.76171875 - response_length_non_aborted/max:940.0 - response_length_non_aborted/min:178.0 - response_length_non_aborted/clip_ratio:0.0 - response/aborted_ratio:0.0 - prompt_length/mean:402.625 - prompt_length/max:486.0 - prompt_length/min:263.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:6.54812902212143e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.1515968181192875) - timing_s/agent_loop/generate_sequences/max:np.float64(7.847456922754645) - timing_s/agent_loop/generate_sequences/mean:np.float64(4.73277190943918) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(7.847456922754645) - timing_s/agent_loop/slowest/tool_calls:np.fl
|
||
step:99 - global_seqlen/min:23965 - global_seqlen/max:49458 - global_seqlen/minmax_diff:25493 - global_seqlen/balanced_min:28283 - global_seqlen/balanced_max:34713 - global_seqlen/mean:30399.0 - actor/entropy:0.06078997254371643 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.7543654441833496 - training/rollout_probs_diff_mean:0.002177275251597166 - training/rollout_probs_diff_std:0.011563776060938835 - training/rollout_actor_probs_pearson_corr:0.9960559606552124 - rollout_corr/rollout_is_mean:1.0000057220458984 - rollout_corr/rollout_is_ratio_fraction_high:2.109111301251687e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.00013357705029193312 - rollout_corr/rollout_is_max:2.3837571144104004 - rollout_corr/rollout_is_min:0.1393641233444214 - rollout_corr/rollout_is_std:0.030002489686012268 - rollout_corr/rollout_is_eff_sample_size:0.9991006601947391 - rollout_corr/rollout_is_seq_mean:0.9999766945838928 - rollout_corr/rollout_is_seq_std:0.0018581986660137773 - rollout_corr/rollout_is_seq_max:1.0069513320922852 - rollout_corr/rollout_is_seq_min:0.9903984069824219 - rollout_corr/rollout_is_seq_max_deviation:0.009601593017578125 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0606072330847383) - rollout_corr/training_log_ppl:np.float64(0.05775477383576799) - rollout_corr/kl:np.float64(0.0008794172163975045) - rollout_corr/k3_kl:np.float64(0.0008313798509078651) - rollout_corr/rollout_ppl:np.float64(1.059665482956916) - rollout_corr/rollout_log_ppl:np.float64(0.05687535672041122) - rollout_corr/log_ppl_diff:np.float64(0.0008794171153567731) - rollout_corr/log_ppl_abs_diff:np.float64(0.001662463510001544) - rollout_corr/log_ppl_diff_max:np.float64(0.012757256627082825) - rollout_corr/log_ppl_diff_min:np.float64(-0.008459538221359253) - rollout_corr/ppl_ratio:np.float64(1.000882558291778) - rollout_corr/chi2_token:np.float64(0.0015434159431606531) - rollout_corr/chi2_seq:np.float64(1.0315078594721854) - actor/pg_loss:np.float64(-6.383901927620173e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.000246376960831185) - actor/ppo_kl:np.float64(0.0002717288461084877) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.17105350457131863) - perf/mfu/actor:np.float64(0.08388365746018137) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.13896942138672) - actor/lr:np.float64(1e-06) - training/global_step:99 - training/epoch:3 - critic/score/mean:0.71875 - critic/score/max:1.0 - critic/score/min:0.0 - critic/rewards/mean:0.71875 - critic/rewards/max:1.0 - critic/rewards/min:0.0 - critic/advantages/mean:-0.07076156139373779 - critic/advantages/max:0.875 - critic/advantages/min:-0.875 - critic/returns/mean:-0.07076156139373779 - critic/returns/max:0.875 - critic/returns/min:-0.875 - response_length/mean:555.625 - response_length/max:8192.0 - response_length/min:188.0 - response_length/clip_ratio:0.0078125 - response_length_non_aborted/mean:555.625 - response_length_non_aborted/max:8192.0 - response_length_non_aborted/min:188.0 - response_length_non_aborted/clip_ratio:0.0078125 - response/aborted_ratio:0.0 - prompt_length/mean:394.34375 - prompt_length/max:480.0 - prompt_length/min:197.0 - prompt_length/clip_ratio:0.0 - num_turns/min:np.int32(2) - num_turns/max:np.int32(2) - num_turns/mean:np.float64(2.0) - timing_s/start_profile:6.264448165893555e-05 - timing_s/agent_loop/generate_sequences/min:np.float64(2.3103966992348433) - timing_s/agent_loop/generate_sequences/max:np.float64(51.27737538330257) - timing_s/agent_loop/generate_sequences/mean:np.float64(5.5419215327638085) - timing_s/agent_loop/tool_calls/min:np.float64(0.0) - timing_s/agent_loop/tool_calls/max:np.float64(0.0) - timing_s/agent_loop/tool_calls/mean:np.float64(0.0) - timing_s/agent_loop/slowest/generate_sequences:np.float64(51.27737538330257) - timing_s/agent_loop/slowest/tool_calls:np.f
|
||
test_gen_batch meta info: {'eos_token_id': 151645, 'pad_token_id': 151643, 'recompute_log_prob': False, 'do_sample': True, 'validate': True, 'global_steps': 100}
|
||
validation generation end
|
||
[prompt] system
|
||
|
||
Given a question and four options, please select the right answer. Respond in the following format:
|
||
<reasoning>
|
||
...
|
||
</reasoning>
|
||
<answer>
|
||
...
|
||
</answer>
|
||
|
||
For the answer, only output the letter corresponding to the correct option (A, B, C, or D), and nothing else. Do not restate the answer text. For example, if the answer is "A", just output:
|
||
<answer>
|
||
A
|
||
</answer>
|
||
|
||
user
|
||
Given the following crystal structure parameters for the material RbLa9(IrO6)4 (Material ID: mp-560657), calculate the volume of the unit cell (in ų).
|
||
|
||
Lattice Parameters:
|
||
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
α = 90.00º
|
||
β = 90.00º
|
||
γ = 90.00º
|
||
|
||
|
||
|
||
A: 1025.67 ų
|
||
|
||
B: 1094.31 ų
|
||
|
||
C: 1200.45 ų
|
||
|
||
D: 1150.78 ų
|
||
|
||
Please reason step by step.
|
||
assistant
|
||
<think>
|
||
|
||
</think>
|
||
|
||
|
||
[response] <reasoning>
|
||
To calculate the volume of the unit cell for a triclinic crystal structure (where all angles are 90 degrees, indicating an orthorhombic structure), the formula for the unit cell volume is:
|
||
|
||
V = a × b × c
|
||
|
||
Given:
|
||
a = 7.82 Å
|
||
b = 7.82 Å
|
||
c = 17.88 Å
|
||
|
||
Now, calculate the volume:
|
||
|
||
V = 7.82 × 7.82 × 17.88
|
||
|
||
First, calculate 7.82 × 7.82:
|
||
|
||
7.82 × 7.82 = 61.1524
|
||
|
||
Next, multiply by 17.88:
|
||
|
||
61.1524 × 17.88 ≈ 1094.31
|
||
|
||
Therefore, the volume of the unit cell is approximately 1094.31 ų, which matches option B.
|
||
</reasoning>
|
||
<answer>
|
||
B
|
||
</answer>
|
||
[ground_truth] B
|
||
[score] 1.0
|
||
[acc] 1.0
|
||
[pred] B
|
||
[incorrect_format] 1
|
||
[feedback]
|
||
local_global_step_folder: /mnt/mole/SDPO/L2T/checkpoints/datasets/sciknoweval/material/qwen3gen-material-GRPO-Qwen-Qwen3-4B-mbs8-train32-rollout8-lr1e-6-vllm0.8/global_step_100
|
||
step:100 - global_seqlen/min:21007 - global_seqlen/max:33657 - global_seqlen/minmax_diff:12650 - global_seqlen/balanced_min:26409 - global_seqlen/balanced_max:26415 - global_seqlen/mean:26412.125 - actor/entropy:0.05979691818356514 - perf/mfu/actor_infer:0 - training/rollout_probs_diff_valid:1 - training/rollout_probs_diff_max:0.37930381298065186 - training/rollout_probs_diff_mean:0.0023399998899549246 - training/rollout_probs_diff_std:0.011555762961506844 - training/rollout_actor_probs_pearson_corr:0.9959689378738403 - rollout_corr/rollout_is_mean:0.999850869178772 - rollout_corr/rollout_is_ratio_fraction_high:4.497656846069731e-05 - rollout_corr/rollout_is_ratio_fraction_low:0.0001169390743598342 - rollout_corr/rollout_is_max:2.267052173614502 - rollout_corr/rollout_is_min:0.28976842761039734 - rollout_corr/rollout_is_std:0.03037368506193161 - rollout_corr/rollout_is_eff_sample_size:0.9990782896419121 - rollout_corr/rollout_is_seq_mean:0.9998504519462585 - rollout_corr/rollout_is_seq_std:0.0016542637022212148 - rollout_corr/rollout_is_seq_max:1.0056191682815552 - rollout_corr/rollout_is_seq_min:0.9947155714035034 - rollout_corr/rollout_is_seq_max_deviation:0.005619168281555176 - rollout_corr/rollout_is_seq_fraction_high:0.0 - rollout_corr/rollout_is_seq_fraction_low:0.0 - rollout_corr/training_ppl:np.float64(1.0646160240285099) - rollout_corr/training_log_ppl:np.float64(0.06111104129377054) - rollout_corr/kl:np.float64(0.0009433553804747419) - rollout_corr/k3_kl:np.float64(0.000666843313986476) - rollout_corr/rollout_ppl:np.float64(1.0636031506583095) - rollout_corr/rollout_log_ppl:np.float64(0.060167685403939686) - rollout_corr/log_ppl_diff:np.float64(0.0009433558898308547) - rollout_corr/log_ppl_abs_diff:np.float64(0.0016063227940321667) - rollout_corr/log_ppl_diff_max:np.float64(0.009745059534907341) - rollout_corr/log_ppl_diff_min:np.float64(-0.004364762455224991) - rollout_corr/ppl_ratio:np.float64(1.0009459347929806) - rollout_corr/chi2_token:np.float64(0.0007009264081716537) - rollout_corr/chi2_seq:np.float64(0.7943548788316548) - actor/pg_loss:np.float64(4.458578769117594e-05) - actor/kl_loss:np.float64(0.0) - actor/pg_clipfrac:np.float64(0.00022653777296000044) - actor/ppo_kl:np.float64(0.00029493772322253253) - actor/pg_clipfrac_lower:np.float64(0.0) - actor/grad_norm:np.float64(0.14011954190209508) - perf/mfu/actor:np.float64(0.07842677559658048) - perf/max_memory_allocated_gb:np.float64(123.45145273208618) - perf/max_memory_reserved_gb:np.float64(129.208984375) - perf/cpu_memory_used_gb:np.float64(103.06706619262695) - actor/lr:np.float64(1e-06) - val-aux/sciknoweval/reward/mean@16:np.float64(0.7626329787234043) - val-aux/sciknoweval/reward/std@16:np.float64(0.06729335213589911) - val-aux/sciknoweval/reward/best@2/mean:np.float64(0.7876382978723404) - val-aux/sciknoweval/reward/best@2/std:np.float64(0.041836077372629385) - val-aux/sciknoweval/reward/worst@2/mean:np.float64(0.7377765957446808) - val-aux/sciknoweval/reward/worst@2/std:np.float64(0.07115878526747459) - val-aux/sciknoweval/reward/maj@2/mean:np.float64(0.7628297872340426) - val-aux/sciknoweval/reward/maj@2/std:np.float64(0.06820989645423031) - val-aux/sciknoweval/reward/best@4/mean:np.float64(0.801627659574468) - val-aux/sciknoweval/reward/best@4/std:np.float64(0.023418987057881077) - val-aux/sciknoweval/reward/worst@4/mean:np.float64(0.7114680851063832) - val-aux/sciknoweval/reward/worst@4/std:np.float64(0.07037925820603312) - val-aux/sciknoweval/reward/maj@4/mean:np.float64(0.770308510638298) - val-aux/sciknoweval/reward/maj@4/std:np.float64(0.04686638157004486) - val-aux/sciknoweval/reward/best@8/mean:np.float64(0.8101914893617022) - val-aux/sciknoweval/reward/best@8/std:np.float64(0.014096974337829643) - val-aux/sciknoweval/reward/worst@8/mean:np.float64(0.6826808510638298) - val-aux/sciknoweval/reward/worst@8/std:np.float64(0.06494348791272907) - val-aux/sciknoweval/reward/maj@8/mean:np.float64(0.7723617021276596) - val-aux/sciknoweval/reward/maj@8/std:np.float64(0.026416313160677763) - val-aux/sciknoweval/reward/best@16/mean:np.float64(0.8
|
||
("Final validation metrics: {'val-aux/sciknoweval/reward/mean@16': "
|
||
"np.float64(0.7626329787234043), 'val-aux/sciknoweval/reward/std@16': "
|
||
"np.float64(0.06729335213589911), 'val-aux/sciknoweval/reward/best@2/mean': "
|
||
"np.float64(0.7876382978723404), 'val-aux/sciknoweval/reward/best@2/std': "
|
||
"np.float64(0.041836077372629385), 'val-aux/sciknoweval/reward/worst@2/mean': "
|
||
"np.float64(0.7377765957446808), 'val-aux/sciknoweval/reward/worst@2/std': "
|
||
"np.float64(0.07115878526747459), 'val-aux/sciknoweval/reward/maj@2/mean': "
|
||
"np.float64(0.7628297872340426), 'val-aux/sciknoweval/reward/maj@2/std': "
|
||
"np.float64(0.06820989645423031), 'val-aux/sciknoweval/reward/best@4/mean': "
|
||
"np.float64(0.801627659574468), 'val-aux/sciknoweval/reward/best@4/std': "
|
||
"np.float64(0.023418987057881077), 'val-aux/sciknoweval/reward/worst@4/mean': "
|
||
"np.float64(0.7114680851063832), 'val-aux/sciknoweval/reward/worst@4/std': "
|
||
"np.float64(0.07037925820603312), 'val-aux/sciknoweval/reward/maj@4/mean': "
|
||
"np.float64(0.770308510638298), 'val-aux/sciknoweval/reward/maj@4/std': "
|
||
"np.float64(0.04686638157004486), 'val-aux/sciknoweval/reward/best@8/mean': "
|
||
"np.float64(0.8101914893617022), 'val-aux/sciknoweval/reward/best@8/std': "
|
||
"np.float64(0.014096974337829643), 'val-aux/sciknoweval/reward/worst@8/mean': "
|
||
"np.float64(0.6826808510638298), 'val-aux/sciknoweval/reward/worst@8/std': "
|
||
"np.float64(0.06494348791272907), 'val-aux/sciknoweval/reward/maj@8/mean': "
|
||
"np.float64(0.7723617021276596), 'val-aux/sciknoweval/reward/maj@8/std': "
|
||
"np.float64(0.026416313160677763), 'val-aux/sciknoweval/reward/best@16/mean': "
|
||
"np.float64(0.8149574468085106), 'val-aux/sciknoweval/reward/best@16/std': "
|
||
"np.float64(0.00848440146040565), 'val-aux/sciknoweval/reward/worst@16/mean': "
|
||
"np.float64(0.6536170212765957), 'val-aux/sciknoweval/reward/worst@16/std': "
|
||
"np.float64(0.05400056483953881), 'val-aux/sciknoweval/reward/maj@16/mean': "
|
||
"np.float64(0.7719148936170213), 'val-aux/sciknoweval/reward/maj@16/std': "
|
||
"np.float64(0.018618881588821194), 'val-aux/sciknoweval/score/mean@16': "
|
||
"np.float64(0.7626329787234043), 'val-aux/sciknoweval/score/std@16': "
|
||
"np.float64(0.06729335213589911), 'val-aux/sciknoweval/score/best@2/mean': "
|
||
"np.float64(0.7876382978723404), 'val-aux/sciknoweval/score/best@2/std': "
|
||
"np.float64(0.041836077372629385), 'val-aux/sciknoweval/score/worst@2/mean': "
|
||
"np.float64(0.7377765957446808), 'val-aux/sciknoweval/score/worst@2/std': "
|
||
"np.float64(0.07115878526747459), 'val-aux/sciknoweval/score/maj@2/mean': "
|
||
"np.float64(0.7628297872340426), 'val-aux/sciknoweval/score/maj@2/std': "
|
||
"np.float64(0.06820989645423031), 'val-aux/sciknoweval/score/best@4/mean': "
|
||
"np.float64(0.801627659574468), 'val-aux/sciknoweval/score/best@4/std': "
|
||
"np.float64(0.023418987057881077), 'val-aux/sciknoweval/score/worst@4/mean': "
|
||
"np.float64(0.7114680851063832), 'val-aux/sciknoweval/score/worst@4/std': "
|
||
"np.float64(0.07037925820603312), 'val-aux/sciknoweval/score/maj@4/mean': "
|
||
"np.float64(0.770308510638298), 'val-aux/sciknoweval/score/maj@4/std': "
|
||
"np.float64(0.04686638157004486), 'val-aux/sciknoweval/score/best@8/mean': "
|
||
"np.float64(0.8101914893617022), 'val-aux/sciknoweval/score/best@8/std': "
|
||
"np.float64(0.014096974337829643), 'val-aux/sciknoweval/score/worst@8/mean': "
|
||
"np.float64(0.6826808510638298), 'val-aux/sciknoweval/score/worst@8/std': "
|
||
"np.float64(0.06494348791272907), 'val-aux/sciknoweval/score/maj@8/mean': "
|
||
"np.float64(0.7723617021276596), 'val-aux/sciknoweval/score/maj@8/std': "
|
||
"np.float64(0.026416313160677763), 'val-aux/sciknoweval/score/best@16/mean': "
|
||
"np.float64(0.8149574468085106), 'val-aux/sciknoweval/score/best@16/std': "
|
||
"np.float64(0.00848440146040565), 'val-aux/sciknoweval/score/worst@16/mean': "
|
||
"np.float64(0.6536170212765957), 'val-aux/sciknoweval/score/worst@16/std': "
|
||
"np.float64(0.05400056483953881), 'val-aux/sciknoweval/score/maj@16/mean': "
|
||
"np.float64(0.7719148936170213), 'val-aux/sciknoweval/score/maj@16/std': "
|
||
"np.float64(0.018618881588821194), 'val-core/sciknoweval/acc/mean@16': "
|
||
"np.float64(0.7626329787234043), 'val-aux/sciknoweval/acc/std@16': "
|
||
"np.float64(0.06729335213589911), 'val-aux/sciknoweval/acc/best@2/mean': "
|
||
"np.float64(0.7876382978723404), 'val-aux/sciknoweval/acc/best@2/std': "
|
||
"np.float64(0.041836077372629385), 'val-aux/sciknoweval/acc/worst@2/mean': "
|
||
"np.float64(0.7377765957446808), 'val-aux/sciknoweval/acc/worst@2/std': "
|
||
"np.float64(0.07115878526747459), 'val-aux/sciknoweval/acc/maj@2/mean': "
|
||
"np.float64(0.7628297872340426), 'val-aux/sciknoweval/acc/maj@2/std': "
|
||
"np.float64(0.06820989645423031), 'val-aux/sciknoweval/acc/best@4/mean': "
|
||
"np.float64(0.801627659574468), 'val-aux/sciknoweval/acc/best@4/std': "
|
||
"np.float64(0.023418987057881077), 'val-aux/sciknoweval/acc/worst@4/mean': "
|
||
"np.float64(0.7114680851063832), 'val-aux/sciknoweval/acc/worst@4/std': "
|
||
"np.float64(0.07037925820603312), 'val-aux/sciknoweval/acc/maj@4/mean': "
|
||
"np.float64(0.770308510638298), 'val-aux/sciknoweval/acc/maj@4/std': "
|
||
"np.float64(0.04686638157004486), 'val-aux/sciknoweval/acc/best@8/mean': "
|
||
"np.float64(0.8101914893617022), 'val-aux/sciknoweval/acc/best@8/std': "
|
||
"np.float64(0.014096974337829643), 'val-aux/sciknoweval/acc/worst@8/mean': "
|
||
"np.float64(0.6826808510638298), 'val-aux/sciknoweval/acc/worst@8/std': "
|
||
"np.float64(0.06494348791272907), 'val-aux/sciknoweval/acc/maj@8/mean': "
|
||
"np.float64(0.7723617021276596), 'val-aux/sciknoweval/acc/maj@8/std': "
|
||
"np.float64(0.026416313160677763), 'val-core/sciknoweval/acc/best@16/mean': "
|
||
"np.float64(0.8149574468085106), 'val-core/sciknoweval/acc/best@16/std': "
|
||
"np.float64(0.00848440146040565), 'val-aux/sciknoweval/acc/worst@16/mean': "
|
||
"np.float64(0.6536170212765957), 'val-aux/sciknoweval/acc/worst@16/std': "
|
||
"np.float64(0.05400056483953881), 'val-core/sciknoweval/acc/maj@16/mean': "
|
||
"np.float64(0.7719148936170213), 'val-core/sciknoweval/acc/maj@16/std': "
|
||
'np.float64(0.018618881588821194), '
|
||
"'val-aux/sciknoweval/incorrect_format/mean@16': "
|
||
'np.float64(0.9966755319148937), '
|
||
"'val-aux/sciknoweval/incorrect_format/std@16': "
|
||
'np.float64(0.009302503118891777), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@2/mean': "
|
||
'np.float64(0.9995851063829787), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@2/std': "
|
||
'np.float64(0.00298506157652289), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@2/mean': "
|
||
'np.float64(0.9942765957446809), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@2/std': "
|
||
'np.float64(0.011671809930422904), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@2/mean': "
|
||
'np.float64(0.996872340425532), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@2/std': "
|
||
'np.float64(0.009074902857638772), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@4/mean': "
|
||
'np.float64(0.9999787234042554), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@4/std': "
|
||
'np.float64(0.00047528314688699314), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@4/mean': "
|
||
'np.float64(0.9895957446808511), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@4/std': "
|
||
'np.float64(0.014164656923311533), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@4/mean': "
|
||
'np.float64(0.9992021276595746), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@4/std': "
|
||
'np.float64(0.004446232243099193), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@8/mean': np.float64(1.0), "
|
||
"'val-aux/sciknoweval/incorrect_format/best@8/std': np.float64(0.0), "
|
||
"'val-aux/sciknoweval/incorrect_format/worst@8/mean': "
|
||
'np.float64(0.9830851063829789), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@8/std': "
|
||
'np.float64(0.01468444636139687), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@8/mean': "
|
||
'np.float64(0.9998617021276596), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@8/std': "
|
||
'np.float64(0.0012050425965809124), '
|
||
"'val-aux/sciknoweval/incorrect_format/best@16/mean': np.float64(1.0), "
|
||
"'val-aux/sciknoweval/incorrect_format/best@16/std': np.float64(0.0), "
|
||
"'val-aux/sciknoweval/incorrect_format/worst@16/mean': "
|
||
'np.float64(0.976063829787234), '
|
||
"'val-aux/sciknoweval/incorrect_format/worst@16/std': "
|
||
'np.float64(0.01202692239227068), '
|
||
"'val-aux/sciknoweval/incorrect_format/maj@16/mean': np.float64(1.0), "
|
||
"'val-aux/sciknoweval/incorrect_format/maj@16/std': np.float64(0.0), "
|
||
"'val-aux/num_turns/min': np.int32(2), 'val-aux/num_turns/max': np.int32(2), "
|
||
"'val-aux/num_turns/mean': np.float64(2.0)}")
|