rl_arch: convnext_dqn_cfix_rdelta_vb_w68drqtwo_mean_seed2

rl_arch/convnext_dqn_cfix_rdelta_vb_w68drqtwo_mean_seed2.json

@@ -0,0 +1,107 @@
+{
+ "variant": "convnext_dqn",
+ "policy": "mean",
+ "seed": 2,
+ "gamma": 0.99,
+ "fixed_ns": false,
+ "dataset": "poisson_boltzmann_2d",
+ "chain_fix": true,
+ "reward_form": "delta",
+ "value_bound": true,
+ "n_params": 837589,
+ "train_time_s": 33.7,
+ "epochs": 200,
+ "smoke": false,
+ "aug": "drq",
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+ "dqfd": 0.0,
+ "l2": 0.0,
+ "lr": 0.001,
+ "tau": 0.005,
+ "pbrs": 0.0,
+ "smdp": false,
+ "model_tag": "w68drqtwo",
+ "state_mode": "full",
+ "scalar_ctx": true,
+ "ctx_err": false,
+ "encoder": "resnet",
+ "ens": 1,
+ "encoder_init": "cvprobe_w55proc_enc_mae_resnet.pt",
+ "freeze_encoder": false,
+ "ens_min": 2,
+ "mb_aux": 0.5,
+ "mb_h": 3,
+ "mb_lam": 0.5,
+ "mb_subdirs": "burgers1d,poisson2d_classic,ns2d_backstep",
+ "mb_members": 5,
+ "mb_table": "",
+ "pani_w": 0.0,
+ "pani_sigma": 0.1,
+ "distill_top": 0.0,
+ "distill_w": 0.0,
+ "mask_schedule": false,
+ "mask_coarse_lr": 1,
+ "teacher_w": 0.5,
+ "teacher_from": "qpb2d_teach_mbpo_w65src3n20.pt",
+ "target_chains": 0,
+ "data_seed": 0,
+ "two_nets": true,
+ "two_nets_center": "max",
+ "two_nets_head": "linear",
+ "two_nets_mode": "additive",
+ "two_nets_shared": false,
+ "mb_src_chains": 20,
+ "mb_src_seed": 0,
+ "aug_k": 2,
+ "tb_spec": "rl_arch/buffers_new/tbuf_pb2d_w0",
+ "tb_subdir": "poisson_boltzmann_2d",
+ "tb_sources": [
+  "rl_arch/buffers_new/tbuf_pb2d_w0 (19 \u0444\u0430\u0439\u043b\u043e\u0432)"
+ ],
+ "tb_files": 19,
+ "tb_chains": 19,
+ "tb_transitions": 225,
+ "tb_envs": {
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+ },
+ "tb_budgets": {
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+ },
+ "tb_used_chains": 19,
+ "tb_used_transitions": 225,
+ "mb_surr_rows": 913,
+ "mb_surr_sig": "913_83f809d4",
+ "mb_surr_members": 5,
+ "mb_surr_file": "/tmp/PINNacle/agent_combo_work/combo_surr_913_83f809d4_full_m5_s0.pkl",
+ "mb_rows": 177,
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+ "mb_q_mean": 0.14244820177555084,
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+ "n_params_par_net": 420722,
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+ "n_out_par_net": 18,
+ "mb_loss": 0.0007435372099280357,
+ "teacher_loss": 0.001366343698464334,
+ "teacher_agree": 0.0833,
+ "teacher_agree_rows": 48,
+ "td_error": 0.09802301973104477,
+ "spearman_q_rtg": 0.6729213168426986,
+ "agree_behavior": 0.0,
+ "policy_entropy": 2.2839496074921404,
+ "fqe_value_all": 0.05695372819900513,
+ "fqe_value_init": 0.04354560375213623,
+ "fqe_cvar25": -0.029725482687354088
+}