From 167e5aef411ddee3c409696c996e218c29236eaf Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:30:06 +0900 Subject: [PATCH 01/13] feat: add hungarian_multi_track_loss with matching, focal presence, diversity penalty --- QTracker_training/models/losses.py | 158 +++++++++++++++++++++++++++++ 1 file changed, 158 insertions(+) diff --git a/QTracker_training/models/losses.py b/QTracker_training/models/losses.py index eab9b05..afc3707 100644 --- a/QTracker_training/models/losses.py +++ b/QTracker_training/models/losses.py @@ -1,9 +1,12 @@ +import numpy as np import tensorflow as tf from typing import Callable +from scipy.optimize import linear_sum_assignment OVERLAP_LAMBDA = 0.1 DISTANCE_LAMBDA = 5e-4 EPSILON = 1e-7 +DIVERSITY_LAMBDA = 0.05 def custom_loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: @@ -41,6 +44,161 @@ def custom_loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: return tf.reduce_mean(loss_mup + loss_mum + OVERLAP_LAMBDA * overlap_penalty) +def _hungarian_match_np(cost_matrix: np.ndarray) -> np.ndarray: + row_ind, col_ind = linear_sum_assignment(cost_matrix) + P = cost_matrix.shape[0] + perm = np.arange(P, dtype=np.int32) + perm[row_ind] = col_ind.astype(np.int32) + return perm + + +def _compute_matching_indices(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: + """ + Compute Hungarian matching for a batch of events. + + Args: + y_true: (B, P, 2, 62) int32 ground truth element IDs + y_pred: (B, P, 2, 62, C) float32 softmax predictions + + Returns: + perms: (B, P) int32 tensor of GT permutation indices per event + """ + + def _match_single(args): + yt, yp = args # yt: (P, 2, 62), yp: (P, 2, 62, C) + P = tf.shape(yt)[0] + + # Cost matrix: CE between each predicted slot i and GT slot j + yt_exp = tf.cast(tf.expand_dims(yt, 0), tf.int32) # (1, P, 2, 62) + yp_exp = tf.expand_dims(yp, 1) # (P, 1, 2, 62, C) + + # Tile for pairwise + yt_tile = tf.tile(yt_exp, [P, 1, 1, 1]) # (P, P, 2, 62) + yp_tile = tf.tile(yp_exp, [1, P, 1, 1, 1]) # (P, P, 2, 62, C) + + # Sparse CE per (pred_slot, gt_slot, charge, detector) + ce = tf.keras.losses.sparse_categorical_crossentropy( + yt_tile, yp_tile + ) # (P, P, 2, 62) + + # Sum over charge and detector dims to get (P, P) cost matrix + cost = tf.reduce_sum(ce, axis=[-2, -1]) # (P, P) + + # Run Hungarian matching via numpy + perm = tf.py_function( + func=lambda c: _hungarian_match_np(c.numpy()), + inp=[cost], + Tout=tf.int32, + ) + perm.set_shape([None]) + return perm + + # Map over batch + perms = tf.map_fn( + _match_single, + (y_true, y_pred), + fn_output_signature=tf.int32, + ) + return perms + + +def hungarian_multi_track_loss( + lambda_presence: float = 1.0, + pos_weight_presence: float = 5.0, + focal_gamma: float = 2.0, + lambda_diversity: float = 0.05, +) -> Callable: + """ + Multi-track segmentation loss with Hungarian matching, focal presence, and diversity penalty. + + Components: + 1) Hungarian-matched sparse categorical cross-entropy on nonzero targets. + 2) Focal BCE for hit presence (replaces vanilla weighted BCE). + 3) Inter-pair diversity penalty to prevent slot collapse. + + Args: + lambda_presence: weight for presence/focal term (increased from 0.2 to 1.0) + pos_weight_presence: weight multiplier for positive presence labels + focal_gamma: gamma parameter for focal loss (0 = standard BCE) + lambda_diversity: weight for inter-pair diversity penalty + + Returns: + Loss function with signature (y_true, y_pred) -> scalar. + """ + + def loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: + """ + y_true: (B, P, 2, 62) — sparse element IDs (0 = no hit) + y_pred: (B, P, 2, 62, C) — softmax probabilities + """ + y_true = tf.cast(y_true, tf.int32) + y_pred = tf.cast(y_pred, tf.float32) + + # --- Step 1: Hungarian matching --- + perms = _compute_matching_indices(y_true, y_pred) # (B, P) + + # Reorder y_true to match optimal assignment + y_true_matched = tf.gather(y_true, perms, batch_dims=1) # (B, P, 2, 62) + + # --- Step 2: Masked sparse CE (classification) --- + mask_hit = tf.cast(tf.not_equal(y_true_matched, 0), tf.float32) + ce = tf.keras.losses.sparse_categorical_crossentropy( + y_true_matched, y_pred + ) # (B, P, 2, 62) + ce_masked = ce * mask_hit + num_hits = tf.reduce_sum(mask_hit) + cls_loss = tf.reduce_sum(ce_masked) / (num_hits + EPSILON) + + # --- Step 3: Focal presence loss --- + y_hit = mask_hit # binary: does this position have a nonzero GT? + p0 = tf.clip_by_value(y_pred[..., 0], EPSILON, 1.0 - EPSILON) + p_hit = 1.0 - p0 # probability that a hit exists + + # Focal modulating factor: (1 - p_t)^gamma + p_t = y_hit * p_hit + (1.0 - y_hit) * (1.0 - p_hit) + focal_weight = tf.pow(1.0 - p_t, focal_gamma) + + # Class weighting (amplify positive examples) + class_weight = 1.0 + (pos_weight_presence - 1.0) * y_hit + + bce = tf.keras.backend.binary_crossentropy(y_hit, p_hit) + presence_loss = tf.reduce_mean(bce * focal_weight * class_weight) + + # --- Step 4: Inter-pair diversity penalty --- + C = tf.shape(y_pred)[-1] + elem_indices = tf.cast(tf.range(C), tf.float32) # (C,) + + # Soft expected element ID per position + soft_ids = tf.reduce_sum(y_pred * elem_indices, axis=-1) # (B, P, 2, 62) + + # Pairwise L2 distance between all slot pairs + soft_i = tf.expand_dims(soft_ids, 2) + soft_j = tf.expand_dims(soft_ids, 1) + pairwise_dist = tf.reduce_sum( + tf.square(soft_i - soft_j), axis=[-2, -1] + ) # (B, P, P) + + # Mask diagonal (self-pairs) + P = tf.shape(soft_ids)[1] + diag_mask = 1.0 - tf.eye(P, dtype=tf.float32) # (P, P) + + # Penalty: encourage large distances between different slots + diversity_penalty = tf.reduce_sum( + tf.exp(-pairwise_dist / 1000.0) * diag_mask + ) / ( + tf.cast(P * (P - 1), tf.float32) * tf.cast(tf.shape(y_pred)[0], tf.float32) + + EPSILON + ) + + return ( + cls_loss + + lambda_presence * presence_loss + + lambda_diversity * diversity_penalty + ) + + return loss + + def multi_track_loss( lambda_presence: float = 0.2, pos_weight_presence: float = 5.0, From a81a7fbc1d775dd1a4eb05ad9015e75a6dce770d Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:30:38 +0900 Subject: [PATCH 02/13] feat: add canonical ordering of GT pairs by mu+ element ID sum --- .../data/multi_track/gen_training_random.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/QTracker_training/data/multi_track/gen_training_random.py b/QTracker_training/data/multi_track/gen_training_random.py index dca8b9f..cf90b96 100644 --- a/QTracker_training/data/multi_track/gen_training_random.py +++ b/QTracker_training/data/multi_track/gen_training_random.py @@ -25,7 +25,6 @@ def _get_value(x): def combine_files( file1, file2, output_file, pairsmup, pairsmum, use_random, at_least_one_pair ): - if os.path.exists(output_file): os.remove(output_file) @@ -108,7 +107,6 @@ def combine_files( ev = 0 while idx_mup < n1 and idx_mum < n2: - if use_random: lower_bound = 1 if at_least_one_pair else 0 max_possible_pairs = min(pairsmup, pairsmum) @@ -156,7 +154,6 @@ def combine_files( # -------- Fill paired tracks -------- for k in range(current_pairs): - tree1.GetEntry(idx_mup) tree2.GetEntry(idx_mum) @@ -203,6 +200,15 @@ def combine_files( idx_mup += 1 idx_mum += 1 + # --- Canonical ordering: sort filled pair slots by mu+ element ID sum --- + if current_pairs > 1: + pair_indices = list(range(current_pairs)) + pair_indices.sort( + key=lambda k: int(np.sum(hitarray_mup[k][hitarray_mup[k] > 0])) + ) + hitarray_mup[:current_pairs] = hitarray_mup[pair_indices] + hitarray_mum[:current_pairs] = hitarray_mum[pair_indices] + # -------- Extra mu+ -------- for _ in range(extra_mup): tree1.GetEntry(idx_mup) From bcbdcd2ba46eed69f40f276b04bcf2410a95fb6b Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:32:08 +0900 Subject: [PATCH 03/13] feat: add skewed pair-count distribution option to gen_training_random --- .../data/multi_track/gen_training_random.py | 24 +++++++++++++++++-- 1 file changed, 22 insertions(+), 2 deletions(-) diff --git a/QTracker_training/data/multi_track/gen_training_random.py b/QTracker_training/data/multi_track/gen_training_random.py index cf90b96..0e3c8b8 100644 --- a/QTracker_training/data/multi_track/gen_training_random.py +++ b/QTracker_training/data/multi_track/gen_training_random.py @@ -23,7 +23,14 @@ def _get_value(x): def combine_files( - file1, file2, output_file, pairsmup, pairsmum, use_random, at_least_one_pair + file1, + file2, + output_file, + pairsmup, + pairsmum, + use_random, + at_least_one_pair, + pair_dist="uniform", ): if os.path.exists(output_file): os.remove(output_file) @@ -110,7 +117,12 @@ def combine_files( if use_random: lower_bound = 1 if at_least_one_pair else 0 max_possible_pairs = min(pairsmup, pairsmum) - current_pairs = random.randint(lower_bound, max_possible_pairs) + if pair_dist == "skewed": + pair_range = list(range(lower_bound, max_possible_pairs + 1)) + weights = [2.0 ** (-k) for k in pair_range] + current_pairs = random.choices(pair_range, weights=weights, k=1)[0] + else: + current_pairs = random.randint(lower_bound, max_possible_pairs) extra_mup = random.randint(0, pairsmup - current_pairs) extra_mum = random.randint(0, pairsmum - current_pairs) @@ -370,6 +382,13 @@ def add_hit_array(input_file, output_file): action="store_true", help="Ensure at least one pair of mu+ and mu- in each event", ) + parser.add_argument( + "--pair_dist", + type=str, + default="uniform", + choices=["uniform", "skewed"], + help="Distribution for random pair count: 'uniform' or 'skewed' (favors lower counts).", + ) args = parser.parse_args() @@ -405,6 +424,7 @@ def add_hit_array(input_file, output_file): pairsmum, args.random, args.at_least_one_pair, + args.pair_dist, ) end_time = time.time() From bf1abaf0249bdaa63fe91d8e3437c1770f39ec4d Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:32:36 +0900 Subject: [PATCH 04/13] feat: wire hungarian_multi_track_loss into MultiTrackFinder training --- QTracker_training/models/MultiTrackFinder.py | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/QTracker_training/models/MultiTrackFinder.py b/QTracker_training/models/MultiTrackFinder.py index 693b93b..dc838e5 100644 --- a/QTracker_training/models/MultiTrackFinder.py +++ b/QTracker_training/models/MultiTrackFinder.py @@ -19,7 +19,7 @@ from backbones import unetpp_backbone from data_loader import load_data_denoise -from losses import multi_track_loss, weighted_bce +from losses import hungarian_multi_track_loss, weighted_bce # Set seeds tf.random.set_seed(42) @@ -185,9 +185,11 @@ def train_model(args: argparse.Namespace) -> None: optimizer=optimizer, loss={ "denoise": weighted_bce(pos_weight=args.pos_weight), - "segment": multi_track_loss( + "segment": hungarian_multi_track_loss( lambda_presence=args.lambda_presence, pos_weight_presence=args.pos_weight_presence, + focal_gamma=args.focal_gamma, + lambda_diversity=args.lambda_diversity, ), }, loss_weights={ @@ -509,6 +511,18 @@ def train_model(args: argparse.Namespace) -> None: default=5.0, help="Positive class weight for presence term in multi-track loss.", ) + parser.add_argument( + "--focal_gamma", + type=float, + default=2.0, + help="Gamma for focal loss in presence term (0 = standard BCE).", + ) + parser.add_argument( + "--lambda_diversity", + type=float, + default=0.05, + help="Weight for inter-pair diversity penalty.", + ) args = parser.parse_args() train_model(args) From 3c0b656d05b0bcb32747a74aa6a11793b442fb99 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:33:08 +0900 Subject: [PATCH 05/13] feat: add SLURM script for multi-track v2 training with improved loss --- .../scripts/train_multi_v2.slurm | 67 +++++++++++++++++++ 1 file changed, 67 insertions(+) create mode 100644 QTracker_training/scripts/train_multi_v2.slurm diff --git a/QTracker_training/scripts/train_multi_v2.slurm b/QTracker_training/scripts/train_multi_v2.slurm new file mode 100644 index 0000000..513c8f5 --- /dev/null +++ b/QTracker_training/scripts/train_multi_v2.slurm @@ -0,0 +1,67 @@ +#!/bin/bash +#SBATCH -A spinquest_standard +#SBATCH -p gpu +#SBATCH --gres=gpu:a100:4 +#SBATCH --ntasks-per-node=1 +#SBATCH -C gpupod +#SBATCH -c 4 +#SBATCH -t 72:00:00 +#SBATCH -J multi-track-v2 +#SBATCH -o Slurm_Files/multi-track-v2.out +#SBATCH -e Slurm_Files/multi-track-v2.err +#SBATCH --mem=256000 + +module purge + +# For apptainer exec +APPTAINER=/apps/software/standard/core/apptainer/1.3.4/bin/apptainer +IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif +CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ + +### Main Body ### +BATCH_NORM=1 +USE_ATTENTION=1 +USE_ATTENTION_FFN=0 +MAX_PAIRS=5 + +# GPU validation +${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ + echo $CUDA_VISIBLE_DEVICES + +# Training with improved loss (Hungarian matching + focal + diversity) +${APPTAINER} exec --nv --env CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ + python3 /mnt/code/models/MultiTrackFinder.py \ + /mnt/code/data/multi_track/processed_files/mc_events_train_low.root \ + /mnt/code/data/multi_track/processed_files/mc_events_val.root \ + --train_root_file_med /mnt/code/data/multi_track/processed_files/mc_events_train_med.root \ + --train_root_file_high /mnt/code/data/multi_track/processed_files/mc_events_train_high.root \ + --output_model /mnt/code/checkpoints/multi_track_finder_v2.keras \ + --lr_low 0.0003 \ + --lr_med 0.0001 \ + --lr_high 0.00003 \ + --patience 10 \ + --lr_patience 3 \ + --batch_norm $BATCH_NORM \ + --use_attn $USE_ATTENTION \ + --use_attn_ffn $USE_ATTENTION_FFN \ + --denoise_base 32 \ + --base 64 \ + --epochs 60 \ + --batch_size 64 \ + --dropout_bn 0.5 \ + --dropout_enc 0.4 \ + --dropout_attn 0.1 \ + --factor 0.3 \ + --pos_weight 20.0 \ + --max_pairs $MAX_PAIRS \ + --lambda_presence 1.0 \ + --pos_weight_presence 5.0 \ + --focal_gamma 2.0 \ + --lambda_diversity 0.05 + +# Evaluate +${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ + python3 /mnt/code/eval_multi_track.py \ + /mnt/code/data/multi_track/processed_files/mc_events_val.root \ + /mnt/code/checkpoints/multi_track_finder_v2.keras \ + --max_pairs $MAX_PAIRS From 9ba4027554832a6f681e15e3e77912b352dcee94 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:33:31 +0900 Subject: [PATCH 06/13] feat: enable canonical ordering and skewed pair distribution in preprocessing --- QTracker_training/scripts/preprocess_multitrack.slurm | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/QTracker_training/scripts/preprocess_multitrack.slurm b/QTracker_training/scripts/preprocess_multitrack.slurm index bb3a522..10183d3 100644 --- a/QTracker_training/scripts/preprocess_multitrack.slurm +++ b/QTracker_training/scripts/preprocess_multitrack.slurm @@ -96,7 +96,7 @@ ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ --output data/multi_track/processed_files/finder_training_train.root \ --pairsmup 5 \ --pairsmum 5 \ - --random + --random --pair_dist skewed --at_least_one_pair mv momentum_training-1.root data/multi_track/processed_files/momentum_training-1_train.root mv momentum_training-2.root data/multi_track/processed_files/momentum_training-2_train.root @@ -109,7 +109,7 @@ ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ --output data/multi_track/processed_files/finder_training_val.root \ --pairsmup 5 \ --pairsmum 5 \ - --random + --random --pair_dist skewed --at_least_one_pair mv momentum_training-1.root data/multi_track/processed_files/momentum_training-1_val.root mv momentum_training-2.root data/multi_track/processed_files/momentum_training-2_val.root From ade49732669850839987acd4580546987d4dfe80 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:33:50 +0900 Subject: [PATCH 07/13] feat: apply canonical GT ordering in multi-track evaluation --- QTracker_training/eval_multi_track.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) diff --git a/QTracker_training/eval_multi_track.py b/QTracker_training/eval_multi_track.py index 381a736..a69ba3e 100644 --- a/QTracker_training/eval_multi_track.py +++ b/QTracker_training/eval_multi_track.py @@ -76,6 +76,23 @@ def evaluate_model(args): print(f"{'=' * 70}\n") y_test = np.stack([y_muPlus_test, y_muMinus_test], axis=2) # Shape: (num_events, max_pairs, 2, 62) + + # Apply canonical ordering to GT pairs so evaluation matches training ordering + for ev_idx in range(len(y_test)): + n_active = 0 + for k in range(y_test.shape[1]): + if np.any(y_test[ev_idx, k] != 0): + n_active = k + 1 + else: + break + if n_active > 1: + active_indices = np.arange(n_active) + sort_keys = [ + np.sum(y_test[ev_idx, k, 0, :][y_test[ev_idx, k, 0, :] > 0]) + for k in active_indices + ] + sorted_order = active_indices[np.argsort(sort_keys)] + y_test[ev_idx, :n_active] = y_test[ev_idx, sorted_order] else: print("\n" + "=" * 70) print("Single-track format detected") From cc97220af038fa3156e2ccf39ca24ed77ccc7f37 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sat, 23 May 2026 23:53:03 +0900 Subject: [PATCH 08/13] fix: review feedback - remove dead DIVERSITY_LAMBDA, fix lambda_presence default, robust n_active detection --- QTracker_training/eval_multi_track.py | 14 ++++++++------ QTracker_training/models/MultiTrackFinder.py | 2 +- QTracker_training/models/losses.py | 1 - 3 files changed, 9 insertions(+), 8 deletions(-) diff --git a/QTracker_training/eval_multi_track.py b/QTracker_training/eval_multi_track.py index a69ba3e..ed0d751 100644 --- a/QTracker_training/eval_multi_track.py +++ b/QTracker_training/eval_multi_track.py @@ -79,12 +79,14 @@ def evaluate_model(args): # Apply canonical ordering to GT pairs so evaluation matches training ordering for ev_idx in range(len(y_test)): - n_active = 0 - for k in range(y_test.shape[1]): - if np.any(y_test[ev_idx, k] != 0): - n_active = k + 1 - else: - break + n_active = max( + ( + k + 1 + for k in range(y_test.shape[1]) + if np.any(y_test[ev_idx, k] != 0) + ), + default=0, + ) if n_active > 1: active_indices = np.arange(n_active) sort_keys = [ diff --git a/QTracker_training/models/MultiTrackFinder.py b/QTracker_training/models/MultiTrackFinder.py index dc838e5..06a305c 100644 --- a/QTracker_training/models/MultiTrackFinder.py +++ b/QTracker_training/models/MultiTrackFinder.py @@ -502,7 +502,7 @@ def train_model(args: argparse.Namespace) -> None: parser.add_argument( "--lambda_presence", type=float, - default=0.2, + default=1.0, help="Weight for presence term in multi-track loss.", ) parser.add_argument( diff --git a/QTracker_training/models/losses.py b/QTracker_training/models/losses.py index afc3707..d88dab2 100644 --- a/QTracker_training/models/losses.py +++ b/QTracker_training/models/losses.py @@ -6,7 +6,6 @@ OVERLAP_LAMBDA = 0.1 DISTANCE_LAMBDA = 5e-4 EPSILON = 1e-7 -DIVERSITY_LAMBDA = 0.05 def custom_loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: From 9820ab8db7ad989e25b7a3683b8b601bdbdc50ae Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Sun, 24 May 2026 00:17:48 +0900 Subject: [PATCH 09/13] chore: update gitignore and CLAUDE.md --- QTracker_training/.gitignore | 7 ++++++- QTracker_training/CLAUDE.md | 2 ++ 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/QTracker_training/.gitignore b/QTracker_training/.gitignore index 2586f11..75252a4 100644 --- a/QTracker_training/.gitignore +++ b/QTracker_training/.gitignore @@ -3,7 +3,12 @@ checkpoints/ Slurm_Files/ local/ +docs/ run.sh -__pycache__/ \ No newline at end of file +__pycache__/ + +.cursor/settings.json +.claude/settings.local.json +CLAUDE.local.md \ No newline at end of file diff --git a/QTracker_training/CLAUDE.md b/QTracker_training/CLAUDE.md index 10105b3..d1ae070 100644 --- a/QTracker_training/CLAUDE.md +++ b/QTracker_training/CLAUDE.md @@ -264,3 +264,5 @@ Pre-commit hook configured with ruff (v0.14.4): 6. **File size considerations**: Training datasets can be very large (500K-19M events). Use `data/skim.py` or `data/skim_flat.py` to create manageable subsets for development. 7. **Mixed precision**: Enabled by default in TrackFinder for performance. Final output layers cast to FP32 for numerical stability. + +8. **Commit and PR Rules**: Do NOT mention Claude Code. Preface commit msg with tag like `feat` or `fix`. From a23e737dc9c0e957a74967ddb98dc039285602b0 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Mon, 25 May 2026 16:32:13 +0900 Subject: [PATCH 10/13] feat: replace Hungarian multi-track loss with pure-TF min-perm matching --- QTracker_training/models/MultiTrackFinder.py | 5 +- QTracker_training/models/losses.py | 162 +++++++----------- .../scripts/train_multi_v2.slurm | 2 +- 3 files changed, 66 insertions(+), 103 deletions(-) diff --git a/QTracker_training/models/MultiTrackFinder.py b/QTracker_training/models/MultiTrackFinder.py index 06a305c..bac8235 100644 --- a/QTracker_training/models/MultiTrackFinder.py +++ b/QTracker_training/models/MultiTrackFinder.py @@ -19,7 +19,7 @@ from backbones import unetpp_backbone from data_loader import load_data_denoise -from losses import hungarian_multi_track_loss, weighted_bce +from losses import min_perm_multi_track_loss, weighted_bce # Set seeds tf.random.set_seed(42) @@ -185,7 +185,8 @@ def train_model(args: argparse.Namespace) -> None: optimizer=optimizer, loss={ "denoise": weighted_bce(pos_weight=args.pos_weight), - "segment": hungarian_multi_track_loss( + "segment": min_perm_multi_track_loss( + max_pairs=args.max_pairs, lambda_presence=args.lambda_presence, pos_weight_presence=args.pos_weight_presence, focal_gamma=args.focal_gamma, diff --git a/QTracker_training/models/losses.py b/QTracker_training/models/losses.py index d88dab2..dfd4344 100644 --- a/QTracker_training/models/losses.py +++ b/QTracker_training/models/losses.py @@ -1,12 +1,26 @@ -import numpy as np +import itertools + import tensorflow as tf from typing import Callable -from scipy.optimize import linear_sum_assignment OVERLAP_LAMBDA = 0.1 DISTANCE_LAMBDA = 5e-4 EPSILON = 1e-7 +MAX_PERMS_P = ( + 5 # P (max_pairs) should not exceed this; beyond that, P! becomes impractical. +) + + +def _build_perm_table(p: int) -> tf.Tensor: + """Build permutation index table for a given number of slots.""" + if p > MAX_PERMS_P: + raise ValueError( + f"max_pairs={p} exceeds limit of {MAX_PERMS_P} " + f"(would require {p}! = {len(list(itertools.permutations(range(p))))} permutations)" + ) + return tf.constant(list(itertools.permutations(range(p))), dtype=tf.int32) + def custom_loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: """ @@ -43,80 +57,31 @@ def custom_loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: return tf.reduce_mean(loss_mup + loss_mum + OVERLAP_LAMBDA * overlap_penalty) -def _hungarian_match_np(cost_matrix: np.ndarray) -> np.ndarray: - row_ind, col_ind = linear_sum_assignment(cost_matrix) - P = cost_matrix.shape[0] - perm = np.arange(P, dtype=np.int32) - perm[row_ind] = col_ind.astype(np.int32) - return perm - - -def _compute_matching_indices(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: - """ - Compute Hungarian matching for a batch of events. - - Args: - y_true: (B, P, 2, 62) int32 ground truth element IDs - y_pred: (B, P, 2, 62, C) float32 softmax predictions - - Returns: - perms: (B, P) int32 tensor of GT permutation indices per event - """ - - def _match_single(args): - yt, yp = args # yt: (P, 2, 62), yp: (P, 2, 62, C) - P = tf.shape(yt)[0] - - # Cost matrix: CE between each predicted slot i and GT slot j - yt_exp = tf.cast(tf.expand_dims(yt, 0), tf.int32) # (1, P, 2, 62) - yp_exp = tf.expand_dims(yp, 1) # (P, 1, 2, 62, C) - - # Tile for pairwise - yt_tile = tf.tile(yt_exp, [P, 1, 1, 1]) # (P, P, 2, 62) - yp_tile = tf.tile(yp_exp, [1, P, 1, 1, 1]) # (P, P, 2, 62, C) - - # Sparse CE per (pred_slot, gt_slot, charge, detector) - ce = tf.keras.losses.sparse_categorical_crossentropy( - yt_tile, yp_tile - ) # (P, P, 2, 62) - - # Sum over charge and detector dims to get (P, P) cost matrix - cost = tf.reduce_sum(ce, axis=[-2, -1]) # (P, P) - - # Run Hungarian matching via numpy - perm = tf.py_function( - func=lambda c: _hungarian_match_np(c.numpy()), - inp=[cost], - Tout=tf.int32, - ) - perm.set_shape([None]) - return perm - - # Map over batch - perms = tf.map_fn( - _match_single, - (y_true, y_pred), - fn_output_signature=tf.int32, - ) - return perms - - -def hungarian_multi_track_loss( +def min_perm_multi_track_loss( + max_pairs: int = 5, lambda_presence: float = 1.0, pos_weight_presence: float = 5.0, focal_gamma: float = 2.0, lambda_diversity: float = 0.05, ) -> Callable: """ - Multi-track segmentation loss with Hungarian matching, focal presence, and diversity penalty. + Multi-track segmentation loss with min-over-permutations matching, + focal presence, and diversity penalty. + + Uses brute-force enumeration of all P! permutations to find the optimal + assignment between predicted slots and GT slots. For P<=5 (at most 120 + perms), this is negligible compute vs the model forward pass and avoids + the tf.py_function required by Hungarian matching (which is brittle under + MirroredStrategy multi-GPU training). Components: - 1) Hungarian-matched sparse categorical cross-entropy on nonzero targets. - 2) Focal BCE for hit presence (replaces vanilla weighted BCE). - 3) Inter-pair diversity penalty to prevent slot collapse. + 1) Min-over-permutations sparse categorical CE on nonzero targets. + 2) Focal BCE for hit presence (inside the permutation min). + 3) Inter-pair diversity penalty (outside the min — depends only on y_pred). Args: - lambda_presence: weight for presence/focal term (increased from 0.2 to 1.0) + max_pairs: number of output pair slots (must not exceed MAX_PERMS_P=5) + lambda_presence: weight for presence/focal term pos_weight_presence: weight multiplier for positive presence labels focal_gamma: gamma parameter for focal loss (0 = standard BCE) lambda_diversity: weight for inter-pair diversity penalty @@ -124,6 +89,7 @@ def hungarian_multi_track_loss( Returns: Loss function with signature (y_true, y_pred) -> scalar. """ + all_perms = _build_perm_table(max_pairs) # (P!, P) def loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: """ @@ -133,55 +99,55 @@ def loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: y_true = tf.cast(y_true, tf.int32) y_pred = tf.cast(y_pred, tf.float32) - # --- Step 1: Hungarian matching --- - perms = _compute_matching_indices(y_true, y_pred) # (B, P) + # --- Step 1: Evaluate loss for all P! permutations --- + # Gather produces (B, P!, P, 2, 62); transpose to (P!, B, P, 2, 62) + y_true_all = tf.transpose( + tf.gather(y_true, all_perms, axis=1), perm=[1, 0, 2, 3, 4] + ) - # Reorder y_true to match optimal assignment - y_true_matched = tf.gather(y_true, perms, batch_dims=1) # (B, P, 2, 62) + # Broadcast predictions: (1, B, P, 2, 62, C) + y_pred_exp = tf.expand_dims(y_pred, 0) - # --- Step 2: Masked sparse CE (classification) --- - mask_hit = tf.cast(tf.not_equal(y_true_matched, 0), tf.float32) - ce = tf.keras.losses.sparse_categorical_crossentropy( - y_true_matched, y_pred - ) # (B, P, 2, 62) - ce_masked = ce * mask_hit - num_hits = tf.reduce_sum(mask_hit) - cls_loss = tf.reduce_sum(ce_masked) / (num_hits + EPSILON) + # Hit mask for all perms + mask_all = tf.cast(tf.not_equal(y_true_all, 0), tf.float32) - # --- Step 3: Focal presence loss --- - y_hit = mask_hit # binary: does this position have a nonzero GT? - p0 = tf.clip_by_value(y_pred[..., 0], EPSILON, 1.0 - EPSILON) - p_hit = 1.0 - p0 # probability that a hit exists + # Masked sparse CE: (120, B, P, 2, 62) + ce_all = tf.keras.losses.sparse_categorical_crossentropy(y_true_all, y_pred_exp) + ce_masked = ce_all * mask_all + num_hits = tf.reduce_sum(mask_all, axis=[2, 3, 4]) # (120, B) + cls_per_perm = tf.reduce_sum(ce_masked, axis=[2, 3, 4]) / (num_hits + EPSILON) - # Focal modulating factor: (1 - p_t)^gamma + # Focal presence loss per perm + y_hit = mask_all + p0 = tf.clip_by_value(y_pred_exp[..., 0], EPSILON, 1.0 - EPSILON) + p_hit = 1.0 - p0 p_t = y_hit * p_hit + (1.0 - y_hit) * (1.0 - p_hit) focal_weight = tf.pow(1.0 - p_t, focal_gamma) - - # Class weighting (amplify positive examples) class_weight = 1.0 + (pos_weight_presence - 1.0) * y_hit - bce = tf.keras.backend.binary_crossentropy(y_hit, p_hit) - presence_loss = tf.reduce_mean(bce * focal_weight * class_weight) + presence_per_perm = tf.reduce_mean( + bce * focal_weight * class_weight, axis=[2, 3, 4] + ) # (120, B) - # --- Step 4: Inter-pair diversity penalty --- - C = tf.shape(y_pred)[-1] - elem_indices = tf.cast(tf.range(C), tf.float32) # (C,) + # --- Step 2: Min over permutations --- + total_per_perm = cls_per_perm + lambda_presence * presence_per_perm + best_loss = tf.reduce_min(total_per_perm, axis=0) # (B,) + matched_loss = tf.reduce_mean(best_loss) - # Soft expected element ID per position + # --- Step 3: Diversity penalty (y_pred only, outside min) --- + C = tf.shape(y_pred)[-1] + elem_indices = tf.cast(tf.range(C), tf.float32) soft_ids = tf.reduce_sum(y_pred * elem_indices, axis=-1) # (B, P, 2, 62) - # Pairwise L2 distance between all slot pairs soft_i = tf.expand_dims(soft_ids, 2) soft_j = tf.expand_dims(soft_ids, 1) pairwise_dist = tf.reduce_sum( tf.square(soft_i - soft_j), axis=[-2, -1] ) # (B, P, P) - # Mask diagonal (self-pairs) P = tf.shape(soft_ids)[1] - diag_mask = 1.0 - tf.eye(P, dtype=tf.float32) # (P, P) + diag_mask = 1.0 - tf.eye(P, dtype=tf.float32) - # Penalty: encourage large distances between different slots diversity_penalty = tf.reduce_sum( tf.exp(-pairwise_dist / 1000.0) * diag_mask ) / ( @@ -189,11 +155,7 @@ def loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: + EPSILON ) - return ( - cls_loss - + lambda_presence * presence_loss - + lambda_diversity * diversity_penalty - ) + return matched_loss + lambda_diversity * diversity_penalty return loss diff --git a/QTracker_training/scripts/train_multi_v2.slurm b/QTracker_training/scripts/train_multi_v2.slurm index 513c8f5..172bdef 100644 --- a/QTracker_training/scripts/train_multi_v2.slurm +++ b/QTracker_training/scripts/train_multi_v2.slurm @@ -28,7 +28,7 @@ MAX_PAIRS=5 ${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ echo $CUDA_VISIBLE_DEVICES -# Training with improved loss (Hungarian matching + focal + diversity) +# Training with improved loss (min-perm matching + focal + diversity) ${APPTAINER} exec --nv --env CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ python3 /mnt/code/models/MultiTrackFinder.py \ /mnt/code/data/multi_track/processed_files/mc_events_train_low.root \ From 2ea3b8da5a1c2e11cb704e8da8dbcbb3e069f696 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Thu, 4 Jun 2026 19:01:35 -0400 Subject: [PATCH 11/13] fix: address bugs crashing multi-track script --- .../data/multi_track/gen_training_random.py | 16 ++++- QTracker_training/models/MultiTrackFinder.py | 6 +- QTracker_training/models/losses.py | 5 +- QTracker_training/scripts/eval_multi.slurm | 27 ++++++++ .../scripts/preprocess_multitrack.slurm | 66 ++++++++++--------- .../scripts/train_multi_v2.slurm | 2 +- 6 files changed, 82 insertions(+), 40 deletions(-) create mode 100644 QTracker_training/scripts/eval_multi.slurm diff --git a/QTracker_training/data/multi_track/gen_training_random.py b/QTracker_training/data/multi_track/gen_training_random.py index 0e3c8b8..10d833e 100644 --- a/QTracker_training/data/multi_track/gen_training_random.py +++ b/QTracker_training/data/multi_track/gen_training_random.py @@ -389,6 +389,18 @@ def add_hit_array(input_file, output_file): choices=["uniform", "skewed"], help="Distribution for random pair count: 'uniform' or 'skewed' (favors lower counts).", ) + parser.add_argument( + "--output_mom1", + type=str, + default="momentum_training-1.root", + help="Output path for mu+ momentum training file", + ) + parser.add_argument( + "--output_mom2", + type=str, + default="momentum_training-2.root", + help="Output path for mu- momentum training file", + ) args = parser.parse_args() @@ -408,8 +420,8 @@ def add_hit_array(input_file, output_file): if pairsmup <= 0 or pairsmum <= 0: raise ValueError("pairsmup and pairsmum must be >= 1") - file1_array_output = "momentum_training-1.root" - file2_array_output = "momentum_training-2.root" + file1_array_output = args.output_mom1 + file2_array_output = args.output_mom2 for file_name in [args.output, file1_array_output, file2_array_output]: if os.path.exists(file_name): os.remove(file_name) diff --git a/QTracker_training/models/MultiTrackFinder.py b/QTracker_training/models/MultiTrackFinder.py index bac8235..d48d54d 100644 --- a/QTracker_training/models/MultiTrackFinder.py +++ b/QTracker_training/models/MultiTrackFinder.py @@ -25,9 +25,6 @@ tf.random.set_seed(42) np.random.seed(42) -# Ensure the checkpoints directory exists -os.makedirs("checkpoints", exist_ok=True) - # Set mixed precision policy for better performance mixed_precision.set_global_policy("mixed_float16") @@ -339,6 +336,9 @@ def train_model(args: argparse.Namespace) -> None: verbose=2, ) + output_dir = os.path.dirname(args.output_model) + if output_dir: + os.makedirs(output_dir, exist_ok=True) model.save(args.output_model) print(f"Model saved to {args.output_model}") diff --git a/QTracker_training/models/losses.py b/QTracker_training/models/losses.py index dfd4344..ef8ca90 100644 --- a/QTracker_training/models/losses.py +++ b/QTracker_training/models/losses.py @@ -105,8 +105,9 @@ def loss(y_true: tf.Tensor, y_pred: tf.Tensor) -> tf.Tensor: tf.gather(y_true, all_perms, axis=1), perm=[1, 0, 2, 3, 4] ) - # Broadcast predictions: (1, B, P, 2, 62, C) - y_pred_exp = tf.expand_dims(y_pred, 0) + # Tile predictions across all P! permutations: (P!, B, P, 2, 62, C) + num_perms = tf.shape(y_true_all)[0] + y_pred_exp = tf.tile(tf.expand_dims(y_pred, 0), [num_perms, 1, 1, 1, 1, 1]) # Hit mask for all perms mask_all = tf.cast(tf.not_equal(y_true_all, 0), tf.float32) diff --git a/QTracker_training/scripts/eval_multi.slurm b/QTracker_training/scripts/eval_multi.slurm new file mode 100644 index 0000000..8a32142 --- /dev/null +++ b/QTracker_training/scripts/eval_multi.slurm @@ -0,0 +1,27 @@ +#!/bin/bash +#SBATCH -A spinquest_standard +#SBATCH -p gpu +#SBATCH --gres=gpu:1 +#SBATCH -c 4 +#SBATCH -t 12:00:00 +#SBATCH -J multi-track-eval +#SBATCH -o Slurm_Files/multi-track-eval.out +#SBATCH -e Slurm_Files/multi-track-eval.err +#SBATCH --mem=256000 + +module purge + +# For apptainer exec +APPTAINER=/apps/software/standard/core/apptainer/1.4.5/bin/apptainer +IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif +CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ + +### Main Body ### +MAX_PAIRS=5 + +# Evaluate +${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ + python3 /mnt/code/eval_multi_track.py \ + /mnt/code/data/multi_track/processed_files/mc_events_val.root \ + /mnt/code/checkpoints/multi_track_finder_v2.keras \ + --max_pairs $MAX_PAIRS diff --git a/QTracker_training/scripts/preprocess_multitrack.slurm b/QTracker_training/scripts/preprocess_multitrack.slurm index 10183d3..23fc5f5 100644 --- a/QTracker_training/scripts/preprocess_multitrack.slurm +++ b/QTracker_training/scripts/preprocess_multitrack.slurm @@ -90,64 +90,66 @@ CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ # --- 4. Generate training data by combining μ⁺ and μ⁻ signal tracks --- echo "Generate training data for train set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/gen_training_random.py \ - data/raw_files/Dimuons_Train_500K_track1.root \ - data/raw_files/Dimuons_Train_500K_track2.root \ - --output data/multi_track/processed_files/finder_training_train.root \ + python3 /mnt/code/data/multi_track/gen_training_random.py \ + /mnt/code/data/raw_files/Dimuons_Train_500K_track1.root \ + /mnt/code/data/raw_files/Dimuons_Train_500K_track2.root \ + --output /mnt/code/data/multi_track/processed_files/finder_training_train.root \ --pairsmup 5 \ --pairsmum 5 \ - --random --pair_dist skewed --at_least_one_pair - -mv momentum_training-1.root data/multi_track/processed_files/momentum_training-1_train.root -mv momentum_training-2.root data/multi_track/processed_files/momentum_training-2_train.root + --random \ + --pair_dist skewed \ + --at_least_one_pair \ + --output_mom1 /mnt/code/data/multi_track/processed_files/momentum_training-1_train.root \ + --output_mom2 /mnt/code/data/multi_track/processed_files/momentum_training-2_train.root echo "Generate training data for val set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/gen_training_random.py \ - data/raw_files/Dimuons_Val_200K_track1.root \ - data/raw_files/Dimuons_Val_200K_track2.root \ - --output data/multi_track/processed_files/finder_training_val.root \ + python3 /mnt/code/data/multi_track/gen_training_random.py \ + /mnt/code/data/raw_files/Dimuons_Val_200K_track1.root \ + /mnt/code/data/raw_files/Dimuons_Val_200K_track2.root \ + --output /mnt/code/data/multi_track/processed_files/finder_training_val.root \ --pairsmup 5 \ --pairsmum 5 \ - --random --pair_dist skewed --at_least_one_pair - -mv momentum_training-1.root data/multi_track/processed_files/momentum_training-1_val.root -mv momentum_training-2.root data/multi_track/processed_files/momentum_training-2_val.root + --random \ + --pair_dist skewed \ + --at_least_one_pair \ + --output_mom1 /mnt/code/data/multi_track/processed_files/momentum_training-1_val.root \ + --output_mom2 /mnt/code/data/multi_track/processed_files/momentum_training-2_val.root # --- 5. Inject background muon tracks to signal file from 4 --- echo "Inject low-level background tracks into train set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/messy_gen.py \ - data/multi_track/processed_files/finder_training_train.root \ - data/multi_track/processed_files/single_muons_train.root \ - --output data/multi_track/processed_files/mc_events_train_low.root \ + python3 /mnt/code/data/multi_track/messy_gen.py \ + /mnt/code/data/multi_track/processed_files/finder_training_train.root \ + /mnt/code/data/processed_files/single_muons_train.root \ + --output /mnt/code/data/multi_track/processed_files/mc_events_train_low.root \ --uniform_tracks 0 \ --lower_bound 0 \ --num_tracks 16 echo "Inject mid-level background tracks into train set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/messy_gen.py \ - data/multi_track/processed_files/finder_training_train.root \ - data/multi_track/processed_files/single_muons_train.root \ - --output data/multi_track/processed_files/mc_events_train_med.root \ + python3 /mnt/code/data/multi_track/messy_gen.py \ + /mnt/code/data/multi_track/processed_files/finder_training_train.root \ + /mnt/code/data/processed_files/single_muons_train.root \ + --output /mnt/code/data/multi_track/processed_files/mc_events_train_med.root \ --uniform_tracks 0 \ --lower_bound 17 \ --num_tracks 33 echo "Inject high-level background tracks into train set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/messy_gen.py \ - data/multi_track/processed_files/finder_training_train.root \ - data/multi_track/processed_files/single_muons_train.root \ - --output data/multi_track/processed_files/mc_events_train_high.root \ + python3 /mnt/code/data/multi_track/messy_gen.py \ + /mnt/code/data/multi_track/processed_files/finder_training_train.root \ + /mnt/code/data/processed_files/single_muons_train.root \ + --output /mnt/code/data/multi_track/processed_files/mc_events_train_high.root \ --uniform_tracks 0 \ --lower_bound 34 \ --num_tracks 50 echo "Inject background tracks into val set" ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/multi_track/messy_gen.py \ - data/multi_track/processed_files/finder_training_val.root \ - data/multi_track/processed_files/single_muons_val.root \ - --output data/multi_track/processed_files/mc_events_val.root + python3 /mnt/code/data/multi_track/messy_gen.py \ + /mnt/code/data/multi_track/processed_files/finder_training_val.root \ + /mnt/code/data/processed_files/single_muons_val.root \ + --output /mnt/code/data/multi_track/processed_files/mc_events_val.root diff --git a/QTracker_training/scripts/train_multi_v2.slurm b/QTracker_training/scripts/train_multi_v2.slurm index 172bdef..17fa204 100644 --- a/QTracker_training/scripts/train_multi_v2.slurm +++ b/QTracker_training/scripts/train_multi_v2.slurm @@ -14,7 +14,7 @@ module purge # For apptainer exec -APPTAINER=/apps/software/standard/core/apptainer/1.3.4/bin/apptainer +APPTAINER=/apps/software/standard/core/apptainer/1.4.5/bin/apptainer IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ From 81278a28ed096bef2e39fbdd9f6c7cf9849d2bb4 Mon Sep 17 00:00:00 2001 From: Donghwa Shin Date: Thu, 4 Jun 2026 20:31:56 -0400 Subject: [PATCH 12/13] feat: rm unnecessary metrics, reduce max tracks, rm skewed dist --- .../data/multi_track/gen_training_random.py | 16 +-- QTracker_training/eval_multi_track.py | 105 ++++++++++-------- ...ti_track_finder_v2_pair0_raw_residuals.png | Bin 0 -> 62298 bytes ...rack_finder_v2_pair0_refined_residuals.png | Bin 0 -> 62383 bytes ...ti_track_finder_v2_pair1_raw_residuals.png | Bin 0 -> 56606 bytes ...rack_finder_v2_pair1_refined_residuals.png | Bin 0 -> 57152 bytes ...ti_track_finder_v2_pair2_raw_residuals.png | Bin 0 -> 54074 bytes ...rack_finder_v2_pair2_refined_residuals.png | Bin 0 -> 54617 bytes ...ti_track_finder_v2_pair3_raw_residuals.png | Bin 0 -> 62189 bytes ...rack_finder_v2_pair3_refined_residuals.png | Bin 0 -> 62731 bytes ...ti_track_finder_v2_pair4_raw_residuals.png | Bin 0 -> 57674 bytes ...rack_finder_v2_pair4_refined_residuals.png | Bin 0 -> 57762 bytes QTracker_training/scripts/eval_multi.slurm | 2 +- ...ultitrack.slurm => preprocess_multi.slurm} | 12 +- QTracker_training/scripts/train_multi.slurm | 2 +- .../scripts/train_multi_v2.slurm | 2 +- 16 files changed, 66 insertions(+), 73 deletions(-) create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_raw_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_refined_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair1_raw_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair1_refined_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair2_raw_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair2_refined_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair3_raw_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair3_refined_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair4_raw_residuals.png create mode 100644 QTracker_training/plots/multi_track/multi_track_finder_v2_pair4_refined_residuals.png rename QTracker_training/scripts/{preprocess_multitrack.slurm => preprocess_multi.slurm} (97%) diff --git a/QTracker_training/data/multi_track/gen_training_random.py b/QTracker_training/data/multi_track/gen_training_random.py index 10d833e..a7afd55 100644 --- a/QTracker_training/data/multi_track/gen_training_random.py +++ b/QTracker_training/data/multi_track/gen_training_random.py @@ -30,7 +30,6 @@ def combine_files( pairsmum, use_random, at_least_one_pair, - pair_dist="uniform", ): if os.path.exists(output_file): os.remove(output_file) @@ -117,12 +116,7 @@ def combine_files( if use_random: lower_bound = 1 if at_least_one_pair else 0 max_possible_pairs = min(pairsmup, pairsmum) - if pair_dist == "skewed": - pair_range = list(range(lower_bound, max_possible_pairs + 1)) - weights = [2.0 ** (-k) for k in pair_range] - current_pairs = random.choices(pair_range, weights=weights, k=1)[0] - else: - current_pairs = random.randint(lower_bound, max_possible_pairs) + current_pairs = random.randint(lower_bound, max_possible_pairs) extra_mup = random.randint(0, pairsmup - current_pairs) extra_mum = random.randint(0, pairsmum - current_pairs) @@ -382,13 +376,6 @@ def add_hit_array(input_file, output_file): action="store_true", help="Ensure at least one pair of mu+ and mu- in each event", ) - parser.add_argument( - "--pair_dist", - type=str, - default="uniform", - choices=["uniform", "skewed"], - help="Distribution for random pair count: 'uniform' or 'skewed' (favors lower counts).", - ) parser.add_argument( "--output_mom1", type=str, @@ -436,7 +423,6 @@ def add_hit_array(input_file, output_file): pairsmum, args.random, args.at_least_one_pair, - args.pair_dist, ) end_time = time.time() diff --git a/QTracker_training/eval_multi_track.py b/QTracker_training/eval_multi_track.py index ed0d751..8b5aa9b 100644 --- a/QTracker_training/eval_multi_track.py +++ b/QTracker_training/eval_multi_track.py @@ -7,6 +7,7 @@ absl.logging.set_verbosity("error") import argparse +import itertools import ROOT # noqa: F401 import numpy as np import tensorflow as tf @@ -56,6 +57,58 @@ def chi_squared(y_true, y_pred): return chi2_mean +def match_predictions(y_test, y_pred_argmax, mask, max_pairs): + """Reorder predicted pair slots per event to best match the active GT pairs. + + For each event we restrict to the active GT pairs (slots with any nonzero + hit; GT is assumed already canonically sorted). We build a residual-based + cost between every predicted slot ``p`` and every active GT slot ``g``: + + cost(p, g) = sum_{unmasked det} |pred_p - gt_g| for mu+ + + sum_{unmasked det} |pred_p - gt_g| for mu- + + We enumerate all permutations of ``range(max_pairs)`` and pick the one + minimizing the total cost over the active GT slots. The chosen permutation + is applied so the predicted slot matched to GT rank ``k`` lands at index + ``k``. This prevents penalizing a correctly-found pair that appears in a + different slot order. The returned (permuted) argmax predictions can be + reused unchanged when computing refined predictions. + """ + matched = y_pred_argmax.copy() + det_idx = np.where(mask)[0] + perms = list(itertools.permutations(range(max_pairs))) + + for ev in range(len(y_test)): + n_active = max( + (k + 1 for k in range(max_pairs) if np.any(y_test[ev, k] != 0)), + default=0, + ) + if n_active <= 1: + continue + + gt = y_test[ev].astype(np.int32) # (max_pairs, 2, 62) + pred = y_pred_argmax[ev] # (max_pairs, 2, 62) + + cost = np.zeros((max_pairs, max_pairs)) + for p in range(max_pairs): + for g in range(n_active): + c_plus = np.sum(np.abs(pred[p, 0, det_idx] - gt[g, 0, det_idx])) + c_minus = np.sum(np.abs(pred[p, 1, det_idx] - gt[g, 1, det_idx])) + cost[p, g] = c_plus + c_minus + + best_perm = None + best_cost = None + for perm in perms: + total = sum(cost[perm[k], k] for k in range(n_active)) + if best_cost is None or total < best_cost: + best_cost = total + best_perm = perm + + matched[ev] = pred[list(best_perm)] + + return matched + + def evaluate_model(args): # Load data - existing loader handles both formats load_result = data_loader.load_data( @@ -139,58 +192,16 @@ def evaluate_model(args): y_pred_argmax = np.argmax(y_pred, axis=-1).astype(np.int32) # Shape: (num_events, max_pairs, 2, 62) + # Reorder predicted pair slots per event to best match the active GT pairs + y_pred_argmax = match_predictions(y_test, y_pred_argmax, mask, max_pairs) + # Evaluate each pair for pair_idx in range(max_pairs): print(f"\n{'=' * 70}") print(f"Evaluating Pair {pair_idx}") print(f"{'=' * 70}") - # ============================================================ - # Pair Existence Evaluation (captures FP and FN) - # ============================================================ - - print("\n--- Pair Existence Metrics ---") - - # Ground truth existence - gt_exists = np.any(y_test[:, pair_idx, :, :] != 0, axis=(1, 2)) - - # Prediction existence (after argmax) - pred_exists = np.any(y_pred_argmax[:, pair_idx, :, :] != 0, axis=(1, 2)) - - TP = np.sum(gt_exists & pred_exists) - TN = np.sum(~gt_exists & ~pred_exists) - FP = np.sum(~gt_exists & pred_exists) - FN = np.sum(gt_exists & ~pred_exists) - - total = len(gt_exists) - - accuracy_exist = (TP + TN) / total if total > 0 else 0.0 - precision = TP / (TP + FP) if (TP + FP) > 0 else 0.0 - recall = TP / (TP + FN) if (TP + FN) > 0 else 0.0 - specificity = TN / (TN + FP) if (TN + FP) > 0 else 0.0 - f1 = ( - 2 * precision * recall / (precision + recall) - if (precision + recall) > 0 - else 0.0 - ) - - print(f"Total events: {total}") - print(f"True Positives : {TP}") - print(f"True Negatives : {TN}") - print(f"False Positives: {FP}") - print(f"False Negatives: {FN}") - - print(f"\nExistence Accuracy : {accuracy_exist:.4f}") - print(f"Precision : {precision:.4f}") - print(f"Recall : {recall:.4f}") - print(f"Specificity : {specificity:.4f}") - print(f"F1 Score : {f1:.4f}") - - if np.sum(~gt_exists) > 0: - fp_rate_empty = FP / np.sum(~gt_exists) - print(f"\nFalse Positive Rate on Empty Pairs: {fp_rate_empty:.4f}") - - # Check for non-zero ground truth to determine valid events + # Restrict to events where this GT rank is active (any nonzero hit) valid_mask = np.any(y_test[:, pair_idx, :, :] != 0, axis=(1, 2)) num_valid = np.sum(valid_mask) @@ -200,7 +211,7 @@ def evaluate_model(args): print(f"Valid events: {num_valid}/{len(y_test)}") - # Extract predictions and ground truth for this pair + # Extract matched predictions and ground truth for this pair y_p_raw = y_pred_argmax[valid_mask, pair_idx, 0, :] # (valid_events, 62) y_m_raw = y_pred_argmax[valid_mask, pair_idx, 1, :] diff --git a/QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_raw_residuals.png b/QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_raw_residuals.png new file mode 100644 index 0000000000000000000000000000000000000000..6619bbf8852691d5d1c01e0daddd28b06835b9b0 GIT binary patch literal 62298 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zFIgaP(^e_9o|mR#VR>n3X(@NbwJ7Ixfsl{4w=9yfgA5rW>&x7hmr_3~&T|P<6O?Mx z;r3gAqG@1Q0lr7GKwfheK-o*QSwN-w$H>Y21!_QV&w_LzNks#h`TQH#uP4CLqy}#y z4{D9+!1frqrL`((3o60EEC4b4CShy6gvc=)!Aa!g+Kwef=S&XSpiBsSr~z0g z5HxMwwFJ~BzgE4k(KJ4;4zsCkcB;E~1tHrj52rr~yxZ-p$isa3h{E0L6m!)O zBm~R%Iq_qy_kR`_Gmviq&1-%4k|r1(;0p{#9^mom6P+fULip?(!@&=W^MM7Vu!Z4} zLvd*!E3N8iDJ%87=f`@N)?;djFl0eMH5nvqf%BwP5lKy#bb+yxhcmHPMJhSH;9FjP zPNeo_v6vD>vbIg?NY7C*);PQp?8;A zAt!wz_vXx2n*tW2Gf Date: Sun, 7 Jun 2026 16:54:21 -0400 Subject: [PATCH 13/13] fix: multi-track finder improvement and bug fix --- QTracker_training/eval_multi_track.py | 54 +++++++----- ...ti_track_finder_v2_pair0_raw_residuals.png | Bin 62298 -> 57290 bytes ...rack_finder_v2_pair0_refined_residuals.png | Bin 62383 -> 57380 bytes ...ti_track_finder_v2_pair1_raw_residuals.png | Bin 56606 -> 54349 bytes ...rack_finder_v2_pair1_refined_residuals.png | Bin 57152 -> 54888 bytes ...ti_track_finder_v2_pair2_raw_residuals.png | Bin 54074 -> 53540 bytes ...rack_finder_v2_pair2_refined_residuals.png | Bin 54617 -> 54087 bytes .../scripts/preprocess_multi.slurm | 2 +- .../scripts/preprocess_old.slurm | 79 ------------------ QTracker_training/scripts/train_multi.slurm | 23 ++--- .../scripts/train_multi_v2.slurm | 67 --------------- 11 files changed, 47 insertions(+), 178 deletions(-) delete mode 100644 QTracker_training/scripts/preprocess_old.slurm delete mode 100644 QTracker_training/scripts/train_multi_v2.slurm diff --git a/QTracker_training/eval_multi_track.py b/QTracker_training/eval_multi_track.py index 8b5aa9b..07ab71d 100644 --- a/QTracker_training/eval_multi_track.py +++ b/QTracker_training/eval_multi_track.py @@ -57,7 +57,7 @@ def chi_squared(y_true, y_pred): return chi2_mean -def match_predictions(y_test, y_pred_argmax, mask, max_pairs): +def match_predictions(y_test, y_pred_argmax, mask): """Reorder predicted pair slots per event to best match the active GT pairs. For each event we restrict to the active GT pairs (slots with any nonzero @@ -67,44 +67,48 @@ def match_predictions(y_test, y_pred_argmax, mask, max_pairs): cost(p, g) = sum_{unmasked det} |pred_p - gt_g| for mu+ + sum_{unmasked det} |pred_p - gt_g| for mu- - We enumerate all permutations of ``range(max_pairs)`` and pick the one - minimizing the total cost over the active GT slots. The chosen permutation - is applied so the predicted slot matched to GT rank ``k`` lands at index - ``k``. This prevents penalizing a correctly-found pair that appears in a - different slot order. The returned (permuted) argmax predictions can be - reused unchanged when computing refined predictions. + We enumerate permutations of predicted slots and pick the one minimizing + the total cost over the active GT slots. The chosen permutation is applied + so the predicted slot matched to GT rank ``k`` lands at index ``k``. + GT and model pair-slot counts may differ (e.g. 3-pair GT vs 5-pair model). """ matched = y_pred_argmax.copy() det_idx = np.where(mask)[0] - perms = list(itertools.permutations(range(max_pairs))) for ev in range(len(y_test)): + gt = y_test[ev].astype(np.int32) # (n_gt, 2, 62) + pred = y_pred_argmax[ev] # (n_pred, 2, 62) + n_gt = gt.shape[0] + n_pred = pred.shape[0] + n_active = max( - (k + 1 for k in range(max_pairs) if np.any(y_test[ev, k] != 0)), + (k + 1 for k in range(n_gt) if np.any(gt[k] != 0)), default=0, ) if n_active <= 1: continue - gt = y_test[ev].astype(np.int32) # (max_pairs, 2, 62) - pred = y_pred_argmax[ev] # (max_pairs, 2, 62) + n_match = min(n_active, n_pred) - cost = np.zeros((max_pairs, max_pairs)) - for p in range(max_pairs): - for g in range(n_active): + cost = np.zeros((n_pred, n_match)) + for p in range(n_pred): + for g in range(n_match): c_plus = np.sum(np.abs(pred[p, 0, det_idx] - gt[g, 0, det_idx])) c_minus = np.sum(np.abs(pred[p, 1, det_idx] - gt[g, 1, det_idx])) cost[p, g] = c_plus + c_minus best_perm = None best_cost = None - for perm in perms: - total = sum(cost[perm[k], k] for k in range(n_active)) + for perm in itertools.permutations(range(n_pred), n_match): + total = sum(cost[perm[k], k] for k in range(n_match)) if best_cost is None or total < best_cost: best_cost = total best_perm = perm - matched[ev] = pred[list(best_perm)] + reordered = pred.copy() + for k in range(n_match): + reordered[k] = pred[best_perm[k]] + matched[ev] = reordered return matched @@ -190,13 +194,23 @@ def evaluate_model(args): # Extract argmax predictions y_pred_argmax = np.argmax(y_pred, axis=-1).astype(np.int32) - # Shape: (num_events, max_pairs, 2, 62) + # Shape: (num_events, pred_max_pairs, 2, 62) + + gt_max_pairs = y_test.shape[1] + pred_max_pairs = y_pred_argmax.shape[1] + if gt_max_pairs != pred_max_pairs: + print( + f"WARNING: GT has {gt_max_pairs} pair slots but model outputs " + f"{pred_max_pairs}. Evaluating the first " + f"{min(gt_max_pairs, pred_max_pairs)} pair(s)." + ) + eval_max_pairs = min(gt_max_pairs, pred_max_pairs) # Reorder predicted pair slots per event to best match the active GT pairs - y_pred_argmax = match_predictions(y_test, y_pred_argmax, mask, max_pairs) + y_pred_argmax = match_predictions(y_test, y_pred_argmax, mask) # Evaluate each pair - for pair_idx in range(max_pairs): + for pair_idx in range(eval_max_pairs): print(f"\n{'=' * 70}") print(f"Evaluating Pair {pair_idx}") print(f"{'=' * 70}") diff --git a/QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_raw_residuals.png b/QTracker_training/plots/multi_track/multi_track_finder_v2_pair0_raw_residuals.png index 6619bbf8852691d5d1c01e0daddd28b06835b9b0..3e5df4db1960310aac0095998daf7a787c9beece 100644 GIT binary patch literal 57290 zcmce;1yEIO^fyW=q6jJ~AY~9DDcu+#NGhmwN=kQ!poAbu2+}AZDh*0^!vPK;-QC^I zT^nBi-#2sbow;}J%sn%2jB?J|``PPR>sJrH&t$|dp1*M(0|VpYQ*jYF3=HfU3=GVT 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a/QTracker_training/scripts/preprocess_multi.slurm b/QTracker_training/scripts/preprocess_multi.slurm index f685aa7..8ff021f 100644 --- a/QTracker_training/scripts/preprocess_multi.slurm +++ b/QTracker_training/scripts/preprocess_multi.slurm @@ -11,7 +11,7 @@ module purge # For apptainer exec -APPTAINER=/apps/software/standard/core/apptainer/1.3.4/bin/apptainer +APPTAINER=/apps/software/standard/core/apptainer/1.4.5/bin/apptainer IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ diff --git a/QTracker_training/scripts/preprocess_old.slurm b/QTracker_training/scripts/preprocess_old.slurm deleted file mode 100644 index e61b70e..0000000 --- a/QTracker_training/scripts/preprocess_old.slurm +++ /dev/null @@ -1,79 +0,0 @@ -#!/bin/bash -#SBATCH -A spinquest_standard -#SBATCH -p standard -#SBATCH -c 4 -#SBATCH -t 72:00:00 -#SBATCH -J preprocess_old -#SBATCH -o Slurm_Files/preprocess_old.out -#SBATCH -e Slurm_Files/preprocess_old.err -#SBATCH --mem=128000 - -module purge - -# For apptainer exec -APPTAINER=/apps/software/standard/core/apptainer/1.3.4/bin/apptainer -IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif -CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ - -# # --- 0. Create train/val/test sets --- -# echo "Split dimuon file into train, val, and test sets" -# ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ -# python3 data/split.py \ -# /project/ptgroup/spinquest/QTracker-Data/JPsi-Target_10M.rus.root \ -# --train_output data/old/raw_files/jpsi_train.root \ -# --val_output data/old/raw_files/jpsi_val.root \ -# --test_output data/old/raw_files/jpsi_test.root - -# # --- 1. Skim train and val files to reduce sample size (for downstream ML) --- -# echo "Sample 20,000 events from raw val file (simple random)" -# ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ -# python3 data/skim.py \ -# data/old/raw_files/jpsi_val.root \ -# --output_file data/old/raw_files/jpsi_val_20k.root \ -# --max_events 20000 \ -# --random 1 - -# # --- 2. Split signal ROOT file into μ⁺ and μ⁻ tracks --- -# echo "Separate dimuons val set" -# ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ -# python3 data/separate.py data/old/raw_files/jpsi_val_20k.root - -# # --- 4. Generate training data by combining μ⁺ and μ⁻ signal tracks --- -# echo "Generate training data for val set" -# ${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ -# python3 data/gen_training.py \ -# data/old/raw_files/jpsi_val_20k_track1.root \ -# data/old/raw_files/jpsi_val_20k_track2.root \ -# --output data/old/processed_files/finder_training_val.root - -# mv momentum_training-1.root data/old/processed_files/momentum_training-1_val.root -# mv momentum_training-2.root data/old/processed_files/momentum_training-2_val.root - -# --- 5. Inject background muon tracks to signal file from 4 --- -echo "Inject background tracks into val set" -${APPTAINER} exec --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 data/messy_gen.py \ - data/old/processed_files/finder_training_val.root \ - data/processed_files/single_muons_val.root \ - --output data/old/processed_files/mc_events_val.root - -# Run QTracker -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/QTracker.py \ - /mnt/code/data/old/processed_files/mc_events_val.root \ - --output_file /mnt/code/data/old/processed_files/qtracker_reco_old.root - -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/Util/imass_plot.py \ - /mnt/code/data/old/processed_files/qtracker_reco_old.root \ - --output_plot /mnt/code/plots/invariant_mass_old.png - -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/QTracker.py \ - /project/ptgroup/spinquest/Donghwa/Qtracker_basic_old/QTracker_prod/data/processed_files/mc_events_val.root \ - --output_file /mnt/code/data/processed_files/qtracker_reco_jpsi.root - -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/Util/imass_plot.py \ - /mnt/code/data/processed_files/qtracker_reco_jpsi.root \ - --output_plot /mnt/code/plots/invariant_mass_jpsi.png \ No newline at end of file diff --git a/QTracker_training/scripts/train_multi.slurm b/QTracker_training/scripts/train_multi.slurm index 8794f64..8c7b0d7 100644 --- a/QTracker_training/scripts/train_multi.slurm +++ b/QTracker_training/scripts/train_multi.slurm @@ -6,21 +6,19 @@ #SBATCH -C gpupod #SBATCH -c 4 #SBATCH -t 72:00:00 -#SBATCH -J multi-track-finder -#SBATCH -o Slurm_Files/multi-track-finder.out -#SBATCH -e Slurm_Files/multi-track-finder.err +#SBATCH -J train_multi +#SBATCH -o Slurm_Files/train_multi.out +#SBATCH -e Slurm_Files/train_multi.err #SBATCH --mem=256000 module purge # For apptainer exec -APPTAINER=/apps/software/standard/core/apptainer/1.3.4/bin/apptainer +APPTAINER=/apps/software/standard/core/apptainer/1.4.5/bin/apptainer IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ - ### Main Body ### -# --- Training and Evaluating Track Finder --- BATCH_NORM=1 USE_ATTENTION=1 USE_ATTENTION_FFN=0 @@ -30,14 +28,14 @@ MAX_PAIRS=3 ${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ echo $CUDA_VISIBLE_DEVICES -# Denoise-base 16 and 32 are not too different in performance +# Training with improved loss (min-perm matching + focal + diversity) ${APPTAINER} exec --nv --env CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ python3 /mnt/code/models/MultiTrackFinder.py \ /mnt/code/data/multi_track/processed_files/mc_events_train_low.root \ /mnt/code/data/multi_track/processed_files/mc_events_val.root \ --train_root_file_med /mnt/code/data/multi_track/processed_files/mc_events_train_med.root \ --train_root_file_high /mnt/code/data/multi_track/processed_files/mc_events_train_high.root \ - --output_model /mnt/code/checkpoints/multi_track_finder.keras \ + --output_model /mnt/code/checkpoints/multi_track_finder_v2.keras \ --lr_low 0.0003 \ --lr_med 0.0001 \ --lr_high 0.00003 \ @@ -56,11 +54,14 @@ ${APPTAINER} exec --nv --env CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES --bind $ --factor 0.3 \ --pos_weight 20.0 \ --max_pairs $MAX_PAIRS \ - --lambda_presence 0.2 \ - --pos_weight_presence 5.0 + --lambda_presence 1.0 \ + --pos_weight_presence 5.0 \ + --focal_gamma 2.0 \ + --lambda_diversity 0.05 +# Evaluate ${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ python3 /mnt/code/eval_multi_track.py \ /mnt/code/data/multi_track/processed_files/mc_events_val.root \ - /mnt/code/checkpoints/multi_track_finder.keras \ + /mnt/code/checkpoints/multi_track_finder_v2.keras \ --max_pairs $MAX_PAIRS diff --git a/QTracker_training/scripts/train_multi_v2.slurm b/QTracker_training/scripts/train_multi_v2.slurm deleted file mode 100644 index 190513a..0000000 --- a/QTracker_training/scripts/train_multi_v2.slurm +++ /dev/null @@ -1,67 +0,0 @@ -#!/bin/bash -#SBATCH -A spinquest_standard -#SBATCH -p gpu -#SBATCH --gres=gpu:a100:4 -#SBATCH --ntasks-per-node=1 -#SBATCH -C gpupod -#SBATCH -c 4 -#SBATCH -t 72:00:00 -#SBATCH -J multi-track-v2 -#SBATCH -o Slurm_Files/multi-track-v2.out -#SBATCH -e Slurm_Files/multi-track-v2.err -#SBATCH --mem=256000 - -module purge - -# For apptainer exec -APPTAINER=/apps/software/standard/core/apptainer/1.4.5/bin/apptainer -IMAGE=/project/ptgroup/spinquest/David/TfRootBuild.sif -CODEDIR=/project/ptgroup/spinquest/Donghwa/Qtracker_basic/QTracker_training/ - -### Main Body ### -BATCH_NORM=1 -USE_ATTENTION=1 -USE_ATTENTION_FFN=0 -MAX_PAIRS=3 - -# GPU validation -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - echo $CUDA_VISIBLE_DEVICES - -# Training with improved loss (min-perm matching + focal + diversity) -${APPTAINER} exec --nv --env CUDA_VISIBLE_DEVICES=$CUDA_VISIBLE_DEVICES --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/models/MultiTrackFinder.py \ - /mnt/code/data/multi_track/processed_files/mc_events_train_low.root \ - /mnt/code/data/multi_track/processed_files/mc_events_val.root \ - --train_root_file_med /mnt/code/data/multi_track/processed_files/mc_events_train_med.root \ - --train_root_file_high /mnt/code/data/multi_track/processed_files/mc_events_train_high.root \ - --output_model /mnt/code/checkpoints/multi_track_finder_v2.keras \ - --lr_low 0.0003 \ - --lr_med 0.0001 \ - --lr_high 0.00003 \ - --patience 10 \ - --lr_patience 3 \ - --batch_norm $BATCH_NORM \ - --use_attn $USE_ATTENTION \ - --use_attn_ffn $USE_ATTENTION_FFN \ - --denoise_base 32 \ - --base 64 \ - --epochs 60 \ - --batch_size 64 \ - --dropout_bn 0.5 \ - --dropout_enc 0.4 \ - --dropout_attn 0.1 \ - --factor 0.3 \ - --pos_weight 20.0 \ - --max_pairs $MAX_PAIRS \ - --lambda_presence 1.0 \ - --pos_weight_presence 5.0 \ - --focal_gamma 2.0 \ - --lambda_diversity 0.05 - -# Evaluate -${APPTAINER} exec --nv --bind ${CODEDIR}:/mnt/code "${IMAGE}" \ - python3 /mnt/code/eval_multi_track.py \ - /mnt/code/data/multi_track/processed_files/mc_events_val.root \ - /mnt/code/checkpoints/multi_track_finder_v2.keras \ - --max_pairs $MAX_PAIRS