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fix: update DQN bounds test for Fast phase (default)

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Default phase is now Fast — architecture dims (v_range, hidden_dim,
num_atoms, dueling_hidden, branch_hidden) are fixed to [phase_fast]
TOML values. Test assertions updated to expect single-point bounds.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
jgrusewski
2026-03-22 14:00:49 +01:00
parent 3ad2344c87
commit 085be5f5b1
1 changed files with 8 additions and 7 deletions
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15
crates/ml/src/hyperopt/adapters/dqn.rs
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@@ -3775,11 +3775,12 @@ mod tests {
assert_eq!(bounds[7], (0.5, 2.0)); // transaction_cost_multiplier
assert_eq!(bounds[8], (0.4, 0.8)); // per_alpha
assert_eq!(bounds[9], (0.2, 0.6)); // per_beta_start
assert_eq!(bounds[10], (10.0, 50.0)); // v_range (symmetric support, covers gamma 0.88-0.99)
assert_eq!(bounds[11], (1.0, 1.0)); // use_branching (FIXED: always true — GPU pipeline requires branching)
assert_eq!(bounds[13], (128.0, 512.0)); // dueling_hidden_dim
assert_eq!(bounds[14], (3.0, 5.0)); // n_steps (raised min: Rainbow standard)
assert_eq!(bounds[15], (11.0, 51.0)); // num_atoms (11=RTX3050, 51=H100 default)
// Default phase is Fast — architecture dims are fixed to [phase_fast] TOML values.
assert_eq!(bounds[10], (20.0, 20.0)); // v_range (FIXED in Fast phase)
assert_eq!(bounds[11], (1.0, 1.0)); // use_branching (FIXED: always true)
assert_eq!(bounds[13], (128.0, 128.0)); // dueling_hidden_dim (FIXED in Fast phase)
assert_eq!(bounds[14], (3.0, 5.0)); // n_steps (searchable in all phases)
assert_eq!(bounds[15], (11.0, 11.0)); // num_atoms (FIXED in Fast phase)
// Kelly risk parameters
assert_eq!(bounds[17], (0.25, 0.75)); // kelly_fractional
@@ -3787,11 +3788,11 @@ mod tests {
assert_eq!(bounds[19], (10.0, 30.0)); // volatility_window
// C2: curiosity_weight fixed to 0.0, noisy_epsilon_floor fixed to 0.10, not in search space
assert_eq!(bounds[21], (128.0, 256.0)); // hidden_dim_base (capped at production default for hyperopt speed)
assert_eq!(bounds[21], (128.0, 128.0)); // hidden_dim_base (FIXED in Fast phase)
assert_eq!(bounds[22], (0.0, 1.0)); // cql_alpha (full offline-RL range)
// C5: branch_hidden_dim
assert_eq!(bounds[28], (64.0, 256.0)); // branch_hidden_dim (step=64)
assert_eq!(bounds[28], (64.0, 64.0)); // branch_hidden_dim (FIXED in Fast phase)
// C6: gradient_accumulation_steps (fixed at 1 for default GPUs)
assert_eq!(bounds[29], (1.0, 1.0)); // gradient_accumulation_steps
}