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add: upload lifecycle joint Q train run rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1

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  1. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/config.json +513 -0
  2. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/feature_contract.json +104 -0
  3. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/history.json +67 -0
  4. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/split_head_config.json +38 -0
  5. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/target_transform.json +33 -0
  6. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/best_model.pt +3 -0
  7. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/frozen_joint_q_policy.json +202 -0
  8. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/joint_q_mlp_report.md +29 -0
  9. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/joint_q_train_report.md +29 -0
  10. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/metrics/entry_exit_training_summary.json +130 -0
  11. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/metrics/training_summary.json +350 -0
  12. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/metrics/val_evaluation_summary.json +203 -0
  13. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0000.parquet +3 -0
  14. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0001.parquet +3 -0
  15. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0002.parquet +3 -0
  16. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0003.parquet +3 -0
  17. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0004.parquet +3 -0
  18. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0005.parquet +3 -0
  19. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0006.parquet +3 -0
  20. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0007.parquet +3 -0
  21. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0008.parquet +3 -0
  22. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0009.parquet +3 -0
  23. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0010.parquet +3 -0
  24. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0011.parquet +3 -0
  25. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0012.parquet +3 -0
  26. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0013.parquet +3 -0
  27. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0014.parquet +3 -0
  28. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0015.parquet +3 -0
  29. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0016.parquet +3 -0
  30. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0017.parquet +3 -0
  31. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0018.parquet +3 -0
  32. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0019.parquet +3 -0
  33. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0020.parquet +3 -0
  34. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0021.parquet +3 -0
  35. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0022.parquet +3 -0
  36. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0023.parquet +3 -0
  37. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0024.parquet +3 -0
  38. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0025.parquet +3 -0
  39. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0026.parquet +3 -0
  40. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0027.parquet +3 -0
  41. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0028.parquet +3 -0
  42. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0029.parquet +3 -0
  43. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0030.parquet +3 -0
  44. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0031.parquet +3 -0
  45. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0032.parquet +3 -0
  46. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0033.parquet +3 -0
  47. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0034.parquet +3 -0
  48. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0035.parquet +3 -0
  49. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0036.parquet +3 -0
  50. train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/predictions/val_action_values.parquet/part_0037.parquet +3 -0
train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/artifacts/config.json ADDED
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+ "dataset_dir": "res/pumpfun/train/deep/rl_lifecycle_joint_q_tensor_caches/rl_lifecycle_joint_q_global_tensor_bank_split_head_agg_prefix_compact_amp_v2/dataset_contracts/time_80_10_10",
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+ "artifact_kind": "pumpfun_rl_lifecycle_joint_q_supervised_dataset",
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+ "feature_profile": "core_reserve_aggregate_prefix_v1",
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+ "force_exit_sec": 60,
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+ "run_name": null,
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+ "source_dataset_dir": "res/pumpfun/train/deep/rl_lifecycle_joint_q_supervised_datasets/rl_lifecycle_joint_q_supervised_dataset_full_60s_p256_event0_fixed1pct_agg_prefix_v1",
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+ "split_map_path": "res/pumpfun/data/7_splits_new/time_80_10_10/split_map.parquet",
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+ "split_mode": "real_train_val_test",
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+ "tensor_cache_dir": "res/pumpfun/train/deep/rl_lifecycle_joint_q_tensor_caches/rl_lifecycle_joint_q_global_tensor_bank_split_head_agg_prefix_compact_amp_v2",
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+ "tensor_cache_split_key": "time_80_10_10",
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+ "position_age_sec",
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+ "time_to_force_exit_sec",
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+ "entry_event_available",
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+ "sell_event_available",
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+ "entry_seconds_since_creation_filled",
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+ "sell_seconds_since_creation_filled",
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+ "quote_in_lamports_filled",
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+ "positive_affine_for_argmax": true,
186
+ "raw_units": "lamports",
187
+ "standardization": null,
188
+ "target_q_model_units": "SOL"
189
+ },
190
+ "standardization": {
191
+ "mean": 2.6137708529916197,
192
+ "method": "mean_std",
193
+ "std": 30.532035335909505,
194
+ "valid_q_cell_count": 259029718
195
+ },
196
+ "standardization_center": 2.6137708529916197,
197
+ "standardization_scale": 30.532035335909505,
198
+ "target_model_space": "standardized_bank_bps",
199
+ "target_transform_fitted_on_split": "train"
200
+ },
201
+ "test_used_for_selection": false
202
+ }
train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/joint_q_mlp_report.md ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Lifecycle joint Q training report
2
+
3
+ Status: Part 11C learned joint Q training.
4
+
5
+ ## Contract
6
+
7
+ - dataset_dir: `res/pumpfun/train/deep/rl_lifecycle_joint_q_tensor_caches/rl_lifecycle_joint_q_global_tensor_bank_split_head_agg_prefix_compact_amp_v2/dataset_contracts/time_80_10_10`
8
+ - model_kind: `lifecycle_joint_q_split_head_aggregate_transformer`
9
+ - model: `d128/h8/l4/ff512/dropout0.05`
10
+ - trainable_parameters: `805640`
11
+ - feature_count: `86`
12
+ - action_order: `[0, 4, 7, 8]` / `['no_buy', 'buy_1pct', 'hold', 'sell']`
13
+ - initial_equity_sol: `1.0`
14
+ - target_model_space: `standardized_bank_bps`
15
+ - loss_kind: `split_entry_exit_policy_losses_plus_q_aux`
16
+ - best_epoch: `1`
17
+ - best_val_loss: `0.9537617078433271`
18
+ - best_val_lifecycle_utility_sol: `7.400730562525513`
19
+ - selection: train weights on train, choose checkpoint by validation lifecycle utility with collapse guards, apply frozen policy on test once.
20
+ - caveat: `event0_last_observed` remains optimistic/no-latency diagnostic, not realistic production latency.
21
+
22
+ ## Prediction Metrics
23
+
24
+ - val_oracle_action_match: `0.8361041630101783`
25
+ - val_invalid_selected_action_count: `0`
26
+
27
+ ## Required Comparisons
28
+
29
+ Compare this learned policy against no-buy, Part 10A forced exit, Part 10C rule exit, Part 10F learned exit, Part 10B oracle upper bound, and Part 10G DP target application before interpreting it as useful.
train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/joint_q_train_report.md ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Lifecycle joint Q training report
2
+
3
+ Status: Part 11C learned joint Q training.
4
+
5
+ ## Contract
6
+
7
+ - dataset_dir: `res/pumpfun/train/deep/rl_lifecycle_joint_q_tensor_caches/rl_lifecycle_joint_q_global_tensor_bank_split_head_agg_prefix_compact_amp_v2/dataset_contracts/time_80_10_10`
8
+ - model_kind: `lifecycle_joint_q_split_head_aggregate_transformer`
9
+ - model: `d128/h8/l4/ff512/dropout0.05`
10
+ - trainable_parameters: `805640`
11
+ - feature_count: `86`
12
+ - action_order: `[0, 4, 7, 8]` / `['no_buy', 'buy_1pct', 'hold', 'sell']`
13
+ - initial_equity_sol: `1.0`
14
+ - target_model_space: `standardized_bank_bps`
15
+ - loss_kind: `split_entry_exit_policy_losses_plus_q_aux`
16
+ - best_epoch: `1`
17
+ - best_val_loss: `0.9537617078433271`
18
+ - best_val_lifecycle_utility_sol: `7.400730562525513`
19
+ - selection: train weights on train, choose checkpoint by validation lifecycle utility with collapse guards, apply frozen policy on test once.
20
+ - caveat: `event0_last_observed` remains optimistic/no-latency diagnostic, not realistic production latency.
21
+
22
+ ## Prediction Metrics
23
+
24
+ - val_oracle_action_match: `0.8361041630101783`
25
+ - val_invalid_selected_action_count: `0`
26
+
27
+ ## Required Comparisons
28
+
29
+ Compare this learned policy against no-buy, Part 10A forced exit, Part 10C rule exit, Part 10F learned exit, Part 10B oracle upper bound, and Part 10G DP target application before interpreting it as useful.
train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/metrics/entry_exit_training_summary.json ADDED
@@ -0,0 +1,130 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "artifact_kind": "pumpfun_rl_lifecycle_joint_q_entry_exit_training_summary",
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+ "best_history_row": {
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+ "epoch": 1,
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+ "selection_guard_pass": true,
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+ "train_entry_false_positive_penalty": 0.07644002733161344,
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+ "train_entry_false_positive_row_count": 59486821.0,
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+ "train_entry_loss": 0.23031268202436994,
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+ "train_exit_active_row_count": 66132704.0,
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+ "train_exit_loss": 0.5033564662858898,
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+ "train_loss": 0.985497360281774,
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+ "val_exit_loss": 0.48411213584868806,
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+ "val_learned_sell_count": 175421,
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+ "val_selector_policy_family": "margin_threshold",
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+ "val_selector_policy_id": "entry_gt_1p0__sell_gt_m2p0"
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+ },
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+ "last_history_row": {
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+ "val_entry_false_positive_penalty": 0.07511373198029503,
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+ "val_entry_false_positive_row_count": 7478966.0,
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+ "val_entry_fill_rate": 0.11070693122918578,
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+ "val_entry_no_fill_rate": 0.0,
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+ "val_exit_loss": 0.48411213584868806,
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+ "val_learned_sell_count": 175421,
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+ "val_selector_policy_family": "margin_threshold",
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+ "val_selector_policy_id": "entry_gt_1p0__sell_gt_m2p0"
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+ },
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+ "loss_kind": "split_entry_exit_policy_losses_plus_q_aux",
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+ "loss_weights": {
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+ "entry_false_positive_weight": 2.0,
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+ "entry_loss_weight": 1.0,
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+ "exit_loss_weight": 1.0,
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+ "policy_loss_weight": 0.5,
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+ "policy_temperature": 1.0,
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+ "q_loss_weight": 1.0,
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+ "rank_loss_weight": 0.5,
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+ "rank_temperature": 1.0,
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+ "rank_tie_threshold": 0.0
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+ },
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+ "objective_kind": "split_entry_exit_11b4",
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+ "artifact_kind": "pumpfun_rl_lifecycle_joint_q_sample_weighting",
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+ "fitted_on_split": "train",
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+ "formula": "state_weight(position_state) * action_weight(target_action_id) * clip(1 + abs(target_pair_advantage_bps) / advantage_weight_bps, 1, max_advantage_weight)",
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+ "max_action_weight": 10.0,
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+ "max_advantage_weight": 10.0,
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+ "max_buy_action_weight": 2.0,
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+ "target_model_space": "standardized_bank_bps"
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+ },
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+ "train_row_count": 129514859
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+ }
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+ }
train/deep/rl_lifecycle_joint_q_train_runs/rl_lifecycle_joint_q_aggregate_transformer_split_heads_full_60s_p256_event0_fixed1pct_agg_prefix_time_80_10_10_11c_d128_h8_l4_ff512_compact_amp_v2_cuda_amp_e1_utility_check_v1/metrics/training_summary.json ADDED
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+ {
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+ "formula": "target_q_action_{id}_model = target_q_action_{id}_lamports / 1e9",
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