a3-rl-DCAgent_exp_rpt_curriculum-medium-10-8B/training_logs/20260605_214218_metrics_table.csv

1	log_file	async/discard_rate	async/discarded_count	async/effective_batch_groups	async/effective_batch_samples	async/staleness_max	async/staleness_mean	async/staleness_min	async/staleness_ratio	generate/avg_num_tokens	generate/avg_tokens_non_zero_rewards	generate/avg_tokens_zero_rewards	generate/max_num_tokens	generate/min_num_tokens	generate/std_num_tokens	loss/avg_final_rewards	loss/avg_raw_advantages	loss/avg_raw_advantages_abs	policy/final_loss	policy/log_ratio_abs_max	policy/log_ratio_abs_mean	policy/log_ratio_abs_p99	policy/log_ratio_abs_pos00	policy/log_ratio_abs_pos10	policy/log_ratio_abs_pos20	policy/log_ratio_abs_pos30	policy/log_ratio_abs_pos40	policy/log_ratio_abs_pos50	policy/log_ratio_abs_pos60	policy/log_ratio_abs_pos70	policy/log_ratio_abs_pos80	policy/log_ratio_abs_pos90	policy/n_tokens_dp_gt_10pct	policy/n_tokens_dp_gt_1pct	policy/n_tokens_dp_gt_50pct	policy/policy_entropy	policy/policy_loss	policy/policy_lr	policy/policy_update_steps	policy/ppo_clip_ratio	policy/raw_grad_norm	reward/avg_pass_at_8	reward/avg_raw_reward	system/process_rss_gb	system/process_vms_gb	system/ram_available_gb	system/ram_percent	system/ram_total_gb	system/ram_used_gb	timing/compute_advantages_and_returns	timing/convert_to_training_input	timing/fwd_logprobs_values_reward	timing/policy_train	timing/run_training	timing/step	timing/sync_weights	timing/train_critic_and_policy	timing/wait_for_generation_buffer	trainer/epoch	trainer/global_step	batch_errors/total_batches	batch_errors/total_instances	batch_errors/total_successful	batch_errors/total_failed	batch_errors/total_masked	batch_errors/avg_ContextLengthExceededError	batch_errors/total_ContextLengthExceededError	timing/cleanup_old_checkpoints	timing/save_checkpoints	batch_errors/avg_DaytonaError	batch_errors/total_DaytonaError	batch_errors/avg_VerifierTimeoutError	batch_errors/total_VerifierTimeoutError	batch_errors/avg_InvalidChatHistory	batch_errors/total_InvalidChatHistory	batch_errors/avg_AgentTimeoutError	batch_errors/total_AgentTimeoutError	timing/save_hf_model	batch_errors/avg_RuntimeError	batch_errors/total_RuntimeError	global_step
2	job_591150	0.0	0	64	512	0	0.0	0	0.0	8795.541	7557.8707	9821.0393	28234	1862	5511.4955	0.4531	0.0154	0.1383	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1147	-0.0	0.0	1.0	0.0	0.0154	0.6094	0.4531	12.2192	50.7338	643.6898	25.0	857.9676	214.2778	0.1433	4.903	67.5598	331.9725	399.8923	2717.3975	19.1362	332.1889	2293.4656	0	1	127.0	1016.0	978.0	16.0	38.0	0.31496062992125984	40.0														1
3	job_591150	0.0	0	64	512	1	0.8906	0	0.8906	10265.4648	9975.6566	10448.2102	30188	1	7251.4743	0.3867	0.0046	0.1482	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1058	0.0	0.0	1.0	0.0	0.0194	0.5312	0.3867	12.8623	51.2017	641.1227	25.3	857.9676	216.8448	0.0832	5.4115	69.2781	417.5714	487.2024	1580.8868	19.4255	417.8407	1068.8446	0	2	61.0	488.0	289.0	42.0	199.0	3.278688524590164	200.0	10.894	19.6772	0.04918032786885246	3.0	0.03278688524590164	2.0	0.03278688524590164	2.0						2
4	job_591150	0.0	0	64	512	2	1.7188	1	1.0	6598.4668	9521.9474	6088.8693	29419	1	7508.721	0.1484	0.014	0.1069	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0709	0.0	0.0	1.0	0.0	0.0109	0.2969	0.1484	12.9957	51.341	637.1793	25.7	857.9676	220.7883	0.0935	4.8247	53.3349	340.9789	394.6829	675.1796	19.7755	341.254	255.893	0	3	60.0	480.0	411.0	22.0	69.0	1.05	63.0							0.016666666666666666	1.0	0.016666666666666666	1.0				3
5	job_591150	0.0	0	64	512	3	2.4219	1	1.0	9999.6543	9601.1462	10199.4927	29478	1	7901.9526	0.334	0.0083	0.0995	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1012	0.0	0.0	1.0	0.0	0.0119	0.4531	0.334	13.3472	51.7056	629.7285	26.6	857.9676	228.2391	0.0901	5.533	67.9116	401.1539	469.4069	1064.6399	19.7968	401.4046	569.8905	0	4	65.0	520.0	384.0	31.0	136.0	2.0153846153846153	131.0	0.0057	12.0885					0.07692307692307693	5.0						4
6	job_591150	0.0	0	64	512	4	3.0625	2	1.0	9386.873	11132.7622	8710.2818	29967	1	8316.5867	0.2793	-0.0005	0.1511	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0843	-0.0	0.0	1.0	0.0	0.0126	0.4375	0.2793	13.3903	51.7529	626.9168	26.9	857.9676	231.0508	0.0708	5.2362	79.0552	433.729	513.1297	1514.2234	19.1602	434.0033	976.6598	0	5	62.0	496.0	384.0	32.0	112.0	1.9193548387096775	119.0											6.6576			5
7	job_591150	0.0	0	64	512	4	3.7656	3	1.0	10051.041	12819.4872	8837.9017	29419	1	8180.7526	0.3047	0.0255	0.2105	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0891	0.0	0.0	1.0	0.0	0.0202	0.5469	0.3047	13.8707	51.8625	639.0039	25.5	857.9676	218.9637	0.077	5.2138	69.1587	408.4466	477.9141	961.7158	18.673	408.6779	459.8809	0	6	63.0	504.0	316.0	42.0	187.0	2.9365079365079363	185.0	0.0083	9.9275					0.031746031746031744	2.0				0.015873015873015872	1.0	6
8	job_591150	0.0	0	64	512	5	4.7812	4	1.0	8289.875	10832.8	7553.2594	31013	1	8640.4314	0.2246	-0.0009	0.0888	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0742	0.0	0.0	1.0	0.0	0.0102	0.3281	0.2246	13.6701	51.6724	636.2298	25.8	857.9676	221.7378	0.0697	5.0448	66.0801	402.6137	469.0069	1264.3273	18.9369	402.8567	771.3001	0	7	60.0	480.0	268.0	53.0	211.0	3.45	207.0			0.03333333333333333	2.0			0.06666666666666667	4.0				0.016666666666666666	1.0	7
9	job_591150	0.0	0	64	512	6	5.7656	5	1.0	8230.7988	14968.2024	6908.5047	29456	1	9244.7451	0.1641	0.0138	0.1045	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0659	-0.0	0.0	1.0	0.0	0.0139	0.3438	0.1641	14.0063	52.0513	628.7164	26.7	857.9676	229.2512	0.065	4.8541	69.1673	417.4759	486.978	2605.5652	11.9483	417.7453	2101.7529	0	8	64.0	512.0	487.0	7.0	25.0	0.390625	25.0	0.008	10.0222												8
10	job_591150	0.0	0	64	512	0	0.0	0	0.0	10444.8711	9636.092	11216.6069	30180	1	6434.7455	0.4883	0.0112	0.1585	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1128	0.0	0.0	1.0	0.0	0.0149	0.6562	0.4883	13.9713	52.0759	624.9913	27.2	857.9676	232.9763	0.0687	5.276	68.7787	378.0224	447.1007	3884.0127	18.4616	378.2529	3413.142	1	9	58.0	464.0	301.0	36.0	163.0	3.0689655172413794	178.0			0.05172413793103448	3.0										9
11	job_591150	0.0	0	64	512	1	1.0	1	1.0	8861.4961	11804.4167	7709.9185	29409	1	8814.3882	0.2812	0.0029	0.0973	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0734	0.0	0.0	1.0	0.0	0.0095	0.4062	0.2812	14.7997	52.574	627.1608	26.9	857.9676	230.8068	0.0644	5.1711	72.0844	417.3814	489.7789	926.0357	19.0802	417.6298	412.0023	1	10	64.0	512.0	332.0	36.0	179.0	2.640625	169.0	0.0076	9.5829	0.046875	3.0	0.015625	1.0	0.015625	1.0	0.03125	2.0	6.3468			10
12	job_591150	0.0	0	64	512	2	1.7031	0	0.9531	7327.1992	9194.4762	6845.4693	28487	1	7502.5285	0.2051	0.0026	0.0657	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0804	0.0	0.0	1.0	0.0	0.01	0.2812	0.2051	15.1613	52.9576	624.4334	27.2	857.9676	233.5342	0.0601	4.715	63.8687	351.7918	415.97	995.055	19.1877	352.0408	555.1789	1	11	62.0	496.0	358.0	30.0	138.0	2.193548387096774	136.0			0.03225806451612903	2.0										11
13	job_591150	0.0	0	64	512	3	2.0938	1	1.0	9918.1191	11967.1758	8943.7839	30360	1	8420.1283	0.3223	0.0095	0.1672	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0848	0.0	0.0	1.0	0.0	0.0144	0.4844	0.3223	15.4885	53.2342	634.7371	26.0	857.9676	223.2305	0.0831	5.3606	76.0698	426.1412	502.5426	1539.2977	19.1177	426.3893	1012.2655	1	12	62.0	496.0	314.0	40.0	181.0	2.8870967741935485	179.0	0.0072	9.3904	0.06451612903225806	4.0	0.016129032258064516	1.0								12
14	job_591150	0.0	0	64	512	4	2.5938	2	1.0	9382.0039	12392.648	8409.5736	30099	1	9042.8211	0.2441	-0.0046	0.1564	-0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0751	-0.002	0.0	1.0	0.0	0.0148	0.4219	0.2441	15.3411	53.0607	632.1736	26.3	857.9676	225.7939	0.0688	5.2259	70.3939	431.8179	502.543	1232.3428	19.0569	432.0799	705.4787	1	13	64.0	512.0	303.0	44.0	209.0	3.203125	205.0			0.0625	4.0										13
15	job_591150	0.0	0	64	512	4	3.0469	3	1.0	8458.4961	12622.1583	7183.9056	30096	1	8927.1653	0.2344	-0.0072	0.1074	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0716	0.0	0.0	1.0	0.0	0.0087	0.375	0.2344	15.6031	53.179	628.9873	26.7	857.9676	228.9803	0.0787	5.1752	73.5778	416.5122	490.4141	1429.1938	19.0701	416.7571	914.4966	1	14	60.0	480.0	334.0	33.0	146.0	2.716666666666667	163.0	0.0072	9.1814	0.03333333333333333	2.0										14
16	job_591150	0.0	0	64	512	4	4.0	4	1.0	9658.8066	12490.4551	8288.1246	29820	1	8982.0547	0.3262	0.0033	0.186	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0761	0.0	0.0	1.0	0.0	0.0122	0.4688	0.3262	15.4732	53.0505	626.9476	26.9	857.9676	231.02	0.0661	5.096	76.3654	444.7385	521.4854	1171.3137	18.8645	445.0534	625.8348	1	15	63.0	504.0	225.0	54.0	278.0	4.349206349206349	274.0			0.06349206349206349	4.0							5.8824	0.015873015873015872	1.0	15
17	job_591150	0.0	0	64	512	5	5.0	5	1.0	7392.418	16034.6364	6113.5247	29621	1	9341.5481	0.1289	-0.0013	0.1187	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0553	0.0	0.0	1.0	0.0	0.0095	0.2812	0.1289	15.7165	53.3323	624.8472	27.2	857.9676	233.1204	0.0635	4.8164	68.4974	418.1021	486.9176	2531.0981	13.3106	418.3564	2026.0146	1	16								0.0074	9.3875												16