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+swap_analysis/__pycache__/swap_analysis.cpython-310.pyc filter=lfs diff=lfs merge=lfs -text
+swap_analysis/__pycache__/swap_analysis.cpython-313.pyc filter=lfs diff=lfs merge=lfs -text

swap_analysis/CODEBASE_OVERVIEW.md

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+# swap_analysis.py — Codebase Overview
+
+## Purpose
+
+Probes spatial understanding in VLMs (Molmo-7B, NVILA-Lite-2B, Qwen2.5-VL-3B) by analyzing
+hidden representations extracted via forward hooks. The core idea is **swap pair analysis**:
+two queries about the same image differ only in subject/reference order (e.g., "is A left of B?"
+vs. "is B left of A?"), so their hidden-state difference (delta) should encode a consistent
+spatial direction if the model truly understands the concept.
+
+---
+
+## High-Level Flow
+
+```
+swap_analysis.py (main)
+│
+├── Load swap pairs from TSV  ──► paired questions + answers + images (base64)
+├── Build HF bbox cache  ──► enables cross-group quads (vertical × distance)
+│
+└── For each scale (vanilla / 80k / 400k / 800k / 2m / roborefer):
+        │
+        └── process_scale()
+              ├── Phase A: extract_swap_features()       — run each pair through model × 2
+              ├── Phase B: extract_cross_group_features() — run each quad × 4
+              ├── Phase C: analysis (consistency, alignment, pred_stats)
+              ├── Phase D: save results to csv/ json/ npz/
+              └── Phase E: per-scale plots
+│
+└── --merge flag: run_merge()
+      ├── Load per-scale JSONs / CSVs
+      ├── Cross-scale consistency / alignment plots
+      └── Summary CSV + ablation plot
+```
+
+---
+
+## Model Extractors
+
+All three extractors inherit from `BaseHiddenStateExtractor`.
+
+### Hook Mechanism (shared by all models)
+
+```python
+# _make_hook() — registered on each transformer layer module
+def hook_fn(module, input, output):
+    hidden = output[0] if isinstance(output, tuple) else output
+    if hidden.shape[1] > 1:          # prefill pass only (not generation)
+        last_token = hidden[:, -1, :].detach().cpu().float()
+        self.hidden_states[layer_idx] = last_token.squeeze(0)
+```
+
+**Key points:**
+- `shape[1] > 1` — skips single-token decoding steps; captures only the prefill pass
+- `hidden[:, -1, :]` — takes the **last token** of the input sequence
+- Result is a 1-D float32 CPU tensor stored in `self.hidden_states[layer_idx]`
+- Hooks are registered once at init; `self.hidden_states` is reset before each forward call
+
+---
+
+### MolmoExtractor (`allenai/Molmo-7B-O-0924`)
+
+| Item | Detail |
+|---|---|
+| **Format** | Native OLMo (config.yaml + model.pt) **or** HuggingFace |
+| **Layer module path** | `model.transformer.blocks[i]` (native) / `model.model.transformer.blocks[i]` (HF) |
+| **Number of layers** | 32 |
+| **Tokenizer** | Loaded from `cfg.get_tokenizer()` (native) or `AutoTokenizer` |
+| **Precision** | bfloat16 |
+
+**Inference:**
+```python
+inputs = self.processor.process(images=[image], text=question)
+output = self.model.generate_from_batch(inputs, max_new_tokens=20, ...)
+# hooks fire during the prefill of generate_from_batch
+```
+
+---
+
+### NVILAExtractor (`Efficient-Large-Model/NVILA-Lite-2B`)
+
+| Item | Detail |
+|---|---|
+| **Library** | LLaVA-style (`llava` package) — `load_pretrained_model()` |
+| **LLM backbone** | **Gemma-2-2B** → **28 layers** (L0–L27), not 24 |
+| **Layer module path** | Dynamically discovered; searches `model.llm.model.layers`, `model.llm.layers`, `model.model.model.layers`, `model.model.layers` in order. Falls back to scanning all `named_modules()` for a `.layers` list. Stored as `self.llm_backbone`. |
+| **Layer access** | `self.llm_backbone[i]` |
+| **Tokenizer / processor** | `AutoTokenizer`, `AutoProcessor` loaded from model path |
+| **Precision** | bfloat16 |
+
+**Why 28 layers?** NVILA-Lite-2B uses Gemma-2-2B as its language backbone, which has 28
+transformer blocks. The `24` that appears as a fallback default in the code is never actually
+used because `_find_llm_backbone()` always succeeds.
+
+**Inference:**
+```python
+input_ids, images, image_sizes = prepare_inputs(tokenizer, processor, image, question)
+output = model.generate(input_ids, images=images, ...)
+```
+
+---
+
+### Qwen25VLExtractor (`Qwen/Qwen2.5-VL-3B-Instruct`)
+
+| Item | Detail |
+|---|---|
+| **Library** | `transformers.Qwen2_5_VLForConditionalGeneration` |
+| **Layer module path** | `model.model.layers[i]` |
+| **Number of layers** | 36 |
+| **Processor** | `AutoProcessor` (loaded from base model path for fine-tuned checkpoints) |
+| **Precision** | bfloat16 |
+
+**Inference:**
+```python
+messages = [{"role": "user", "content": [{"type": "image", ...}, {"type": "text", ...}]}]
+text = processor.apply_chat_template(messages, add_generation_prompt=True)
+inputs = processor(text=[text], images=image_inputs, return_tensors="pt")
+output_ids = model.generate(**inputs, max_new_tokens=20, do_sample=False)
+```
+
+---
+
+## Swap Pair Concept
+
+### Input Data
+
+Loaded from a TSV file. Each row contains:
+- `image_base64` — scene image
+- `original_question` / `swapped_question` — minimal pair differing in subject/reference order
+- `original_answer` / `swapped_answer` — expected single-word answers (e.g., `left` / `right`)
+- `category` — one of `left right above under far close`
+- `group` — `horizontal` / `vertical` / `distance`
+- `index`, `question_id` — identifiers for matching to the HuggingFace dataset cache
+
+### swap_record Structure
+
+```python
+{
+    'index':           int,
+    'group':           str,          # 'horizontal' | 'vertical' | 'distance'
+    'category':        str,          # 'left' | 'right' | 'above' | 'under' | 'far' | 'close'
+    'pred_orig':       str,          # model output for original question
+    'pred_swap':       str,          # model output for swapped question
+    'is_correct_orig': bool,
+    'is_correct_swap': bool,
+    'hs_orig':         {layer_idx: np.ndarray},   # hidden state vectors
+    'hs_swap':         {layer_idx: np.ndarray},
+    'delta':           {layer_idx: np.ndarray},   # hs_swap[L] - hs_orig[L]
+}
+```
+
+### Answer Checking
+
+```python
+def check_answer(generated_text, expected_category):
+    # Find earliest position of expected word (+ synonyms) and opposite word
+    pos_exp = find_earliest_position(text, expected)
+    pos_opp = find_earliest_position(text, opposite)
+    return pos_exp != -1 and (pos_opp == -1 or pos_exp < pos_opp)
+```
+
+Synonyms handled: `under → [below, beneath]`, `close → [near, nearby]`, `far → [distant]`
+
+---
+
+## Analysis Metrics
+
+### 1. Within-Category Consistency
+
+For each category and layer, compute mean pairwise cosine similarity among all delta vectors
+of that category. High similarity means the model encodes the concept consistently.
+
+```
+similarity_matrix = cosine_similarity(delta_vectors)   # shape: (n, n)
+mean = upper_triangle(similarity_matrix).mean()
+```
+
+### 2. Sign-Corrected Group Consistency
+
+Flip deltas from the *opposite* category (e.g., flip `right` deltas by −1) so all deltas
+point in the canonical direction (e.g., toward `left`). Then compute mean pairwise cosine
+similarity across the entire group.
+
+```
+for each delta in group:
+    if category == opposite_category:  d = -d
+mean_pairwise_cosine(all_deltas)
+```
+
+### 3. Cross-Group Alignment (Vertical × Distance)
+
+Each **quad** provides two deltas from the same scene:
+- `delta_vert`: hidden state difference for a vertical swap (above/under)
+- `delta_dist`: hidden state difference for a distance swap (far/close)
+
+If `cosine(delta_vert, delta_dist)` is consistently positive, the model may conflate
+vertical position with depth (perspective bias hypothesis).
+
+Significance is assessed with a **permutation test** (100 shuffles of distance deltas).
+
+---
+
+## Saved Outputs (per model, per scale)
+
+```
+results/{model}/
+├── csv/
+│   ├── delta_similarity_{scale}_L{n}_all_pairs.csv   # pairwise category similarity matrix
+│   └── summary.csv
+├── json/
+│   ├── pred_stats_{scale}.json                        # per-group accuracy (orig/swap/both)
+│   ├── category_validity_{scale}.json                 # per-category accuracy + reliable flag
+│   ├── sign_corrected_consistency_{scale}_{tag}.json  # {group_L{n}: {mean, std, n}}
+│   ├── within_cat_consistency_{scale}_{tag}.json      # {cat_L{n}: {mean, std, n}}
+│   └── cross_alignment_{scale}.json                   # {L{n}: {per_sample_mean, mean_delta_alignment, ...}}
+├── npz/
+│   ├── vectors_{scale}.npz                            # orig/swap/delta vectors + metadata (5 rep layers)
+│   └── cross_group_vectors_{scale}.npz               # delta_vert / delta_dist per quad
+└── plots/
+    ├── all/
+    │   ├── pca/                pca_{scale}_L{n}.png
+    │   ├── pca_3d/             pca_{scale}_L{n}.png   (from pca_3d.py)
+    │   └── ...
+    ├── both_correct/
+    ├── all_with_validity/
+    └── accuracy/               (from accuracy_chart.py)
+```
+
+---
+
+## Scales
+
+| Scale key | Samples seen | Global steps (batch=64) |
+|---|---|---|
+| `vanilla` | 0 (base model) | — |
+| `80k` | 80,000 | 1,250 |
+| `400k` | 400,000 | 6,250 |
+| `800k` | 800,000 | 12,500 |
+| `2m` | 2,000,000 | 31,250 |
+| `roborefer` | NVILA only — RoboRefer fine-tuned | — |
+
+---
+
+## Key Scripts in This Directory
+
+| Script | Purpose |
+|---|---|
+| `swap_analysis.py` | Main extraction + analysis + plotting |
+| `unify_consistency_ylim.py` | Post-hoc: unify y-axis across scales for consistency plots |
+| `pca_2d_recolor.py` | Post-hoc: overwrite 2D PCA plots with unified color scheme |
+| `pca_3d.py` | Post-hoc: generate 3D PCA plots from existing NPZ files |
+| `accuracy_chart.py` | Post-hoc: generate accuracy bar/trajectory plots from saved JSONs |
+| `run_molmo.sh` / `run_nvila.sh` / `run_qwen.sh` | Shell wrappers for running all scales + merge |

swap_analysis/__pycache__/swap_analysis.cpython-310.pyc

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swap_analysis/__pycache__/swap_analysis.cpython-313.pyc

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swap_analysis/accuracy_chart.py

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+"""
+accuracy_chart.py - Generate accuracy charts for swap_analysis from saved JSON data.
+
+Reads per-scale pred_stats_{scale}.json and category_validity_{scale}.json
+from results/{model}/json/ and saves plots to results/{model}/plots/accuracy/.
+
+Output files per model:
+  accuracy_chart.png          - combined summary (all panels)
+  accuracy_group_bars.png     - per-group (orig/swap/both) bar chart across scales
+  accuracy_trajectory.png     - both-correct trajectory line plot across scales
+  accuracy_category.png       - per-category accuracy (orig vs swap) across scales
+
+Processes all models and all available scales by default.
+
+Usage:
+    python accuracy_chart.py
+"""
+
+import os
+import json
+import re
+import numpy as np
+import matplotlib
+matplotlib.use('Agg')
+import matplotlib.pyplot as plt
+
+RESULTS_DIR = os.path.join(os.path.dirname(__file__), 'results')
+
+SCALE_ORDER    = ['vanilla', '80k', '400k', '800k', '2m', 'roborefer']
+GROUP_ORDER    = ['horizontal', 'vertical', 'distance']
+CATEGORY_ORDER = ['left', 'right', 'above', 'under', 'far', 'close']
+
+SCALE_COLORS = {
+    'vanilla':  '#1f77b4',
+    '80k':      '#ff7f0e',
+    '400k':     '#2ca02c',
+    '800k':     '#d62728',
+    '2m':       '#9467bd',
+    'roborefer':'#8c564b',
+}
+GROUP_COLORS = {
+    'horizontal': '#2ca02c',
+    'vertical':   '#ff7f0e',
+    'distance':   '#9467bd',
+}
+# Category colors: same as pca_3d.py / pca_2d_recolor.py
+CAT_COLORS = {
+    'left':  '#2ca02c', 'right':  '#98df8a',
+    'above': '#ff7f0e', 'under':  '#ffbb78',
+    'far':   '#9467bd', 'close':  '#c5b0d5',
+}
+
+
+# ── Data loading ──────────────────────────────────────────────────────────────
+
+def load_pred_stats(json_dir):
+    """Load all pred_stats_{scale}.json files. Returns list of dicts."""
+    records = []
+    for fname in os.listdir(json_dir):
+        m = re.match(r'pred_stats_(.+)\.json$', fname)
+        if not m:
+            continue
+        scale = m.group(1)
+        with open(os.path.join(json_dir, fname)) as f:
+            data = json.load(f)
+        data['scale'] = scale
+        records.append(data)
+    return records
+
+
+def load_category_validity(json_dir):
+    """Load all category_validity_{scale}.json files. Returns {scale: dict}."""
+    result = {}
+    for fname in os.listdir(json_dir):
+        m = re.match(r'category_validity_(.+)\.json$', fname)
+        if not m:
+            continue
+        scale = m.group(1)
+        with open(os.path.join(json_dir, fname)) as f:
+            result[scale] = json.load(f)
+    return result
+
+
+# ── Individual plots ──────────────────────────────────────────────────────────
+
+def plot_group_bars(pred_stats, model_type, ax_list):
+    """
+    Draw per-group (orig/swap/both) grouped bar chart across scales.
+    ax_list: list of 3 Axes (one per group).
+    """
+    available = [s for s in SCALE_ORDER if any(d['scale'] == s for d in pred_stats)]
+    x = np.arange(3)  # orig, swap, both
+    width = 0.8 / max(len(available), 1)
+
+    for idx, group in enumerate(GROUP_ORDER):
+        ax = ax_list[idx]
+        for i, scale in enumerate(available):
+            entry = next((d for d in pred_stats if d['scale'] == scale), None)
+            if entry is None:
+                continue
+            vals = [
+                entry.get(f'{group}_acc_orig', 0),
+                entry.get(f'{group}_acc_swap', 0),
+                entry.get(f'{group}_acc_both', 0),
+            ]
+            offset = (i - len(available) / 2 + 0.5) * width
+            ax.bar(x + offset, vals, width,
+                   label=scale, color=SCALE_COLORS.get(scale, 'gray'), alpha=0.85)
+        ax.set_xticks(x)
+        ax.set_xticklabels(['orig', 'swap', 'both'], fontsize=10)
+        ax.set_ylabel('Accuracy', fontsize=9)
+        ax.set_title(f'{group.capitalize()}', fontweight='bold', fontsize=11,
+                     color=GROUP_COLORS.get(group, 'black'))
+        ax.legend(fontsize=7, ncol=2)
+        ax.set_ylim(0, 1.15)
+        ax.axhline(y=0.5, color='gray', linestyle='--', alpha=0.5, linewidth=1)
+        ax.grid(True, alpha=0.3, axis='y')
+
+
+def plot_both_trajectory(pred_stats, model_type, ax):
+    """Line plot: acc_both per group across scales."""
+    available = [s for s in SCALE_ORDER if any(d['scale'] == s for d in pred_stats)]
+    x_ticks = range(len(available))
+
+    for group in GROUP_ORDER:
+        y_vals = []
+        for scale in available:
+            entry = next((d for d in pred_stats if d['scale'] == scale), None)
+            y_vals.append(entry.get(f'{group}_acc_both', 0) if entry else 0)
+        ax.plot(x_ticks, y_vals, '-o',
+                color=GROUP_COLORS.get(group, 'gray'),
+                label=group, linewidth=2.5, markersize=7)
+
+    # Overall both-correct
+    y_overall = []
+    for scale in available:
+        entry = next((d for d in pred_stats if d['scale'] == scale), None)
+        y_overall.append(entry.get('overall_acc_both', 0) if entry else 0)
+    ax.plot(x_ticks, y_overall, '--s',
+            color='black', label='overall', linewidth=2, markersize=6, alpha=0.7)
+
+    ax.set_xticks(list(x_ticks))
+    ax.set_xticklabels(available, fontsize=9)
+    ax.set_xlabel('Scale', fontsize=9)
+    ax.set_ylabel('Accuracy (both correct)', fontsize=9)
+    ax.set_title('Both-Correct Accuracy Trajectory', fontweight='bold', fontsize=11)
+    ax.legend(fontsize=9)
+    ax.set_ylim(0, 1.05)
+    ax.axhline(y=0.5, color='gray', linestyle='--', alpha=0.5, linewidth=1)
+    ax.grid(True, alpha=0.3)
+
+
+def plot_overall_trajectory(pred_stats, model_type, ax):
+    """Line plot: overall acc_orig/acc_swap/acc_both across scales."""
+    available = [s for s in SCALE_ORDER if any(d['scale'] == s for d in pred_stats)]
+    x_ticks = range(len(available))
+
+    for metric, label, ls in [
+        ('overall_acc_orig', 'orig', '-o'),
+        ('overall_acc_swap', 'swap', '-s'),
+        ('overall_acc_both', 'both', '-^'),
+    ]:
+        y_vals = []
+        for scale in available:
+            entry = next((d for d in pred_stats if d['scale'] == scale), None)
+            y_vals.append(entry.get(metric, 0) if entry else 0)
+        ax.plot(x_ticks, y_vals, ls, label=label, linewidth=2.2, markersize=6)
+
+    ax.set_xticks(list(x_ticks))
+    ax.set_xticklabels(available, fontsize=9)
+    ax.set_xlabel('Scale', fontsize=9)
+    ax.set_ylabel('Overall Accuracy', fontsize=9)
+    ax.set_title('Overall Accuracy Trajectory', fontweight='bold', fontsize=11)
+    ax.legend(fontsize=9)
+    ax.set_ylim(0, 1.05)
+    ax.axhline(y=0.5, color='gray', linestyle='--', alpha=0.5, linewidth=1)
+    ax.grid(True, alpha=0.3)
+
+
+def plot_category_accuracy(cat_validity, model_type, ax_orig, ax_swap, pred_stats=None):
+    """
+    Heatmap-style grouped bars: per-category + overall acc_orig and acc_swap across scales.
+    ax_orig: Axes for acc_orig, ax_swap: Axes for acc_swap.
+    """
+    available = [s for s in SCALE_ORDER if s in cat_validity]
+    cats_with_overall = CATEGORY_ORDER + ['overall']
+    x = np.arange(len(cats_with_overall))
+    width = 0.8 / max(len(available), 1)
+
+    # overall metric keys in pred_stats
+    overall_metric = {'acc_orig': 'overall_acc_orig', 'acc_swap': 'overall_acc_swap'}
+
+    for ax, metric, title in [
+        (ax_orig, 'acc_orig', 'Per-Category Accuracy (orig)'),
+        (ax_swap, 'acc_swap', 'Per-Category Accuracy (swap)'),
+    ]:
+        for i, scale in enumerate(available):
+            cv = cat_validity[scale]
+            vals = [cv.get(cat, {}).get(metric, 0) for cat in CATEGORY_ORDER]
+            # Append overall value
+            if pred_stats is not None:
+                entry = next((d for d in pred_stats if d['scale'] == scale), None)
+                vals.append(entry.get(overall_metric[metric], 0) if entry else 0)
+            else:
+                vals.append(0)
+            offset = (i - len(available) / 2 + 0.5) * width
+            ax.bar(x + offset, vals, width,
+                   label=scale, color=SCALE_COLORS.get(scale, 'gray'), alpha=0.85)
+
+        # Shade per-category bars by group (background tint)
+        for j, cat in enumerate(CATEGORY_ORDER):
+            c = CAT_COLORS.get(cat, 'gray')
+            ax.axvspan(j - 0.45, j + 0.45, color=c, alpha=0.06, linewidth=0)
+
+        # Vertical separator between categories and overall
+        sep = len(CATEGORY_ORDER) - 0.5
+        ax.axvline(x=sep, color='black', linewidth=1.2, linestyle=':', alpha=0.6)
+
+        ax.set_xticks(x)
+        ax.set_xticklabels(cats_with_overall, fontsize=9, rotation=15)
+        ax.set_ylabel('Accuracy', fontsize=9)
+        ax.set_title(title, fontweight='bold', fontsize=11)
+        ax.legend(fontsize=7, ncol=2)
+        ax.set_ylim(0, 1.15)
+        ax.axhline(y=0.5, color='gray', linestyle='--', alpha=0.5, linewidth=1)
+        ax.grid(True, alpha=0.3, axis='y')
+
+        # Mark reliable/unreliable for last available scale (as reference)
+        if available:
+            last_scale = available[-1]
+            cv = cat_validity[last_scale]
+            for j, cat in enumerate(CATEGORY_ORDER):
+                reliable = cv.get(cat, {}).get('reliable', True)
+                if not reliable:
+                    ax.text(j, 1.08, '✗', ha='center', va='center',
+                            fontsize=9, color='red', fontweight='bold')
+
+
+# ── Per-scale category bar chart ──────────────────────────────────────────────
+
+def plot_category_per_scale(cat_validity, model_type, save_dir, pred_stats=None):
+    """
+    One figure per scale: side-by-side acc_orig and acc_swap per category + overall.
+    Saves category_accuracy_{scale}.png.
+    """
+    overall_metric = {'acc_orig': 'overall_acc_orig', 'acc_swap': 'overall_acc_swap'}
+    cats_with_overall = CATEGORY_ORDER + ['overall']
+
+    for scale in sorted(cat_validity.keys(), key=lambda s: SCALE_ORDER.index(s) if s in SCALE_ORDER else 99):
+        cv = cat_validity[scale]
+        ps_entry = next((d for d in pred_stats if d['scale'] == scale), None) if pred_stats else None
+
+        fig, axes = plt.subplots(1, 2, figsize=(16, 5))
+        x = np.arange(len(cats_with_overall))
+        width = 0.55
+
+        for ax, metric, title in [
+            (axes[0], 'acc_orig', f'acc_orig  ({scale})'),
+            (axes[1], 'acc_swap', f'acc_swap  ({scale})'),
+        ]:
+            vals = [cv.get(cat, {}).get(metric, 0) for cat in CATEGORY_ORDER]
+            overall_val = ps_entry.get(overall_metric[metric], 0) if ps_entry else 0
+            vals.append(overall_val)
+            colors = [CAT_COLORS.get(cat, 'gray') for cat in CATEGORY_ORDER] + ['#333333']
+            bars = ax.bar(x, vals, width, color=colors, alpha=0.85, edgecolor='white')
+
+            # Separator before overall
+            ax.axvline(x=len(CATEGORY_ORDER) - 0.5, color='black', linewidth=1.2,
+                       linestyle=':', alpha=0.6)
+
+            ax.set_xticks(x)
+            ax.set_xticklabels(cats_with_overall, fontsize=10)
+            ax.set_ylabel('Accuracy', fontsize=10)
+            ax.set_title(title, fontweight='bold', fontsize=12)
+            ax.set_ylim(0, 1.15)
+            ax.axhline(y=0.5, color='gray', linestyle='--', alpha=0.5)
+            ax.grid(True, alpha=0.3, axis='y')
+            for j, (bar, cat) in enumerate(zip(bars, cats_with_overall)):
+                reliable = cv.get(cat, {}).get('reliable', True) if cat != 'overall' else True
+                h = bar.get_height()
+                ax.text(bar.get_x() + bar.get_width() / 2, h + 0.02,
+                        f'{h:.2f}' + ('' if reliable else ' ✗'),
+                        ha='center', va='bottom', fontsize=8,
+                        color='red' if not reliable else 'black')
+
+        fig.suptitle(f'{model_type.upper()} - Category Accuracy  ({scale})',
+                     fontsize=13, fontweight='bold')
+        plt.tight_layout()
+        out = os.path.join(save_dir, f'category_accuracy_{scale}.png')
+        plt.savefig(out, dpi=200, bbox_inches='tight')
+        plt.close()
+        print(f"  Saved {out}")
+
+
+# ── Main chart builders ───────────────────────────────────────────────────────
+
+def save_accuracy_group_bars(pred_stats, model_type, save_dir):
+    fig, axes = plt.subplots(1, 3, figsize=(21, 6))
+    plot_group_bars(pred_stats, model_type, axes)
+    fig.suptitle(f'{model_type.upper()} - Prediction Accuracy by Group',
+                 fontsize=15, fontweight='bold')
+    plt.tight_layout()
+    out = os.path.join(save_dir, 'accuracy_group_bars.png')
+    plt.savefig(out, dpi=200, bbox_inches='tight')
+    plt.close()
+    print(f"  Saved {out}")
+
+
+def save_accuracy_trajectory(pred_stats, model_type, save_dir):
+    fig, axes = plt.subplots(1, 2, figsize=(16, 6))
+    plot_both_trajectory(pred_stats, model_type, axes[0])
+    plot_overall_trajectory(pred_stats, model_type, axes[1])
+    fig.suptitle(f'{model_type.upper()} - Accuracy Trajectory Across Scales',
+                 fontsize=14, fontweight='bold')
+    plt.tight_layout()
+    out = os.path.join(save_dir, 'accuracy_trajectory.png')
+    plt.savefig(out, dpi=200, bbox_inches='tight')
+    plt.close()
+    print(f"  Saved {out}")
+
+
+def save_accuracy_category(cat_validity, model_type, save_dir, pred_stats=None):
+    fig, axes = plt.subplots(1, 2, figsize=(20, 6))
+    plot_category_accuracy(cat_validity, model_type, axes[0], axes[1], pred_stats=pred_stats)
+    fig.suptitle(f'{model_type.upper()} - Per-Category Accuracy Across Scales',
+                 fontsize=14, fontweight='bold')
+    plt.tight_layout()
+    out = os.path.join(save_dir, 'accuracy_category.png')
+    plt.savefig(out, dpi=200, bbox_inches='tight')
+    plt.close()
+    print(f"  Saved {out}")
+
+
+def save_accuracy_chart(pred_stats, cat_validity, model_type, save_dir):
+    """
+    Combined summary figure (accuracy_chart.png):
+      Row 1: group bars x3
+      Row 2: both-correct trajectory | overall trajectory | (cat orig + cat swap stacked)
+    Layout: 2 rows x 3 cols, last col splits into 2 sub-axes.
+    """
+    fig = plt.figure(figsize=(24, 14))
+
+    # Row 1: group bars (3 cols)
+    ax_h  = fig.add_subplot(3, 3, 1)
+    ax_v  = fig.add_subplot(3, 3, 2)
+    ax_d  = fig.add_subplot(3, 3, 3)
+    plot_group_bars(pred_stats, model_type, [ax_h, ax_v, ax_d])
+
+    # Row 2: trajectories
+    ax_traj_both  = fig.add_subplot(3, 3, 4)
+    ax_traj_ovr   = fig.add_subplot(3, 3, 5)
+    plot_both_trajectory(pred_stats, model_type, ax_traj_both)
+    plot_overall_trajectory(pred_stats, model_type, ax_traj_ovr)
+
+    # Row 2 col 3: blank (placeholder for legend/note)
+    ax_note = fig.add_subplot(3, 3, 6)
+    ax_note.axis('off')
+    available_scales = [s for s in SCALE_ORDER if any(d['scale'] == s for d in pred_stats)]
+    note_lines = [f'Scales: {", ".join(available_scales)}',
+                  '', '✗ = unreliable category', '-- = 0.5 chance level']
+    ax_note.text(0.1, 0.6, '\n'.join(note_lines), transform=ax_note.transAxes,
+                 fontsize=11, va='top', family='monospace')
+
+    # Row 3: per-category accuracy (orig | swap)
+    ax_cat_orig = fig.add_subplot(3, 1, 3)
+    # Draw both cat panels in a sub-figure approach via twin
+    # (simplified: draw orig in bottom-left half, swap in bottom-right half)
+    ax_cat_orig.remove()
+    ax_co = fig.add_subplot(3, 2, 5)
+    ax_cs = fig.add_subplot(3, 2, 6)
+    plot_category_accuracy(cat_validity, model_type, ax_co, ax_cs, pred_stats=pred_stats)
+
+    fig.suptitle(f'{model_type.upper()} — Accuracy Summary',
+                 fontsize=17, fontweight='bold', y=1.01)
+    plt.tight_layout()
+    out = os.path.join(save_dir, 'accuracy_chart.png')
+    plt.savefig(out, dpi=200, bbox_inches='tight')
+    plt.close()
+    print(f"  Saved {out}")
+
+
+# ── Entry point ───────────────────────────────────────────────────────────────
+
+def main():
+    if not os.path.isdir(RESULTS_DIR):
+        print(f"Results directory not found: {RESULTS_DIR}")
+        return
+
+    for model in sorted(os.listdir(RESULTS_DIR)):
+        model_dir = os.path.join(RESULTS_DIR, model)
+        if not os.path.isdir(model_dir):
+            continue
+
+        json_dir = os.path.join(model_dir, 'json')
+        if not os.path.isdir(json_dir):
+            print(f"[{model}] no json/ dir, skipping")
+            continue
+
+        pred_stats   = load_pred_stats(json_dir)
+        cat_validity = load_category_validity(json_dir)
+
+        if not pred_stats:
+            print(f"[{model}] no pred_stats files found, skipping")
+            continue
+
+        # Sort by scale order
+        pred_stats.sort(key=lambda d: SCALE_ORDER.index(d['scale'])
+                        if d['scale'] in SCALE_ORDER else 99)
+
+        save_dir = os.path.join(model_dir, 'plots', 'accuracy')
+        os.makedirs(save_dir, exist_ok=True)
+
+        print(f"\n[{model}] scales: {[d['scale'] for d in pred_stats]}")
+        save_accuracy_group_bars(pred_stats, model, save_dir)
+        save_accuracy_trajectory(pred_stats, model, save_dir)
+        if cat_validity:
+            save_accuracy_category(cat_validity, model, save_dir, pred_stats=pred_stats)
+            plot_category_per_scale(cat_validity, model, save_dir, pred_stats=pred_stats)
+        save_accuracy_chart(pred_stats, cat_validity, model, save_dir)
+
+    print("\nDone.")
+
+
+if __name__ == '__main__':
+    main()

swap_analysis/heatmap_all_layers.py

@@ -0,0 +1,198 @@
+"""
+heatmap_all_layers.py — Generate delta-similarity heatmaps for ALL layers.
+
+Reads pre-computed delta_similarity_{scale}_L{layer}_{tag}.csv files and
+generates heatmap plots for every layer.
+
+Before running, verifies that the NPZ file contains all expected layers.
+If the NPZ is missing layers, the script warns and exits (no partial output).
+
+Output structure:
+  results/{model}/plots/all/heatmap/heatmap_{scale}_L{layer}_all_pairs.png
+  results/{model}/plots/all/heatmap/heatmap_{scale}_L{layer}_both_correct.png
+
+Usage:
+    python heatmap_all_layers.py --model qwen_super --scale qwen3_235b
+    python heatmap_all_layers.py --model qwen_super --scale qwen3_235b --overwrite
+    python heatmap_all_layers.py                     # all models, all scales
+"""
+
+import argparse
+import glob
+import os
+import re
+
+import matplotlib
+matplotlib.use('Agg')
+import numpy as np
+import pandas as pd
+
+# Import plot function and color constants from the main pipeline
+import sys
+_HERE = os.path.dirname(os.path.abspath(__file__))
+if _HERE not in sys.path:
+    sys.path.insert(0, _HERE)
+
+from swap_analysis import plot_delta_heatmap, CATEGORY_ORDER
+
+RESULTS_DIR = os.path.join(_HERE, 'results')
+TAGS = ['all_pairs', 'both_correct']
+
+
+# ---------------------------------------------------------------------------
+# NPZ completeness check
+# ---------------------------------------------------------------------------
+
+def check_npz_layers(npz_path: str):
+    """Return sorted list of layer indices present in the NPZ (via orig_L* keys).
+    Returns an empty list if the file doesn't exist or has no orig_L* keys.
+    """
+    if not os.path.exists(npz_path):
+        return []
+    data = np.load(npz_path, allow_pickle=True)
+    layer_keys = [k for k in data.files if k.startswith('orig_L')]
+    data.close()
+    return sorted(int(k.replace('orig_L', '')) for k in layer_keys)
+
+
+def check_csv_layers(csv_dir: str, scale: str, tag: str):
+    """Return sorted list of layer indices that have a delta_similarity CSV."""
+    pattern = os.path.join(csv_dir, f'delta_similarity_{scale}_L*_{tag}.csv')
+    files = glob.glob(pattern)
+    layers = []
+    for fpath in files:
+        m = re.search(rf'delta_similarity_{re.escape(scale)}_L(\d+)_{re.escape(tag)}\.csv$',
+                      os.path.basename(fpath))
+        if m:
+            layers.append(int(m.group(1)))
+    return sorted(layers)
+
+
+# ---------------------------------------------------------------------------
+# Per-model/scale processing
+# ---------------------------------------------------------------------------
+
+def process(model: str, scale: str, model_dir: str, overwrite: bool) -> int:
+    npz_path = os.path.join(model_dir, 'npz', f'vectors_{scale}.npz')
+    csv_dir  = os.path.join(model_dir, 'csv')
+    out_dir  = os.path.join(model_dir, 'plots', 'all', 'heatmap')
+
+    # ── 1. Check NPZ completeness ────────────────────────────────────────────
+    npz_layers = check_npz_layers(npz_path)
+    if not npz_layers:
+        print(f'  [{model}/{scale}] NPZ not found or empty: {npz_path}')
+        return 0
+
+    # Cross-check: CSVs should cover the same layers for all_pairs
+    csv_layers = check_csv_layers(csv_dir, scale, 'all_pairs')
+    missing = set(npz_layers) - set(csv_layers)
+    if missing:
+        print(f'  [{model}/{scale}] WARNING: {len(missing)} NPZ layers have no CSV '
+              f'(e.g. L{sorted(missing)[:5]}). '
+              f'Re-run inference to regenerate missing CSVs. Skipping.')
+        return 0
+
+    print(f'  [{model}/{scale}] {len(npz_layers)} layers (L{npz_layers[0]}–L{npz_layers[-1]})')
+    os.makedirs(out_dir, exist_ok=True)
+
+    # ── 2. Generate plots ────────────────────────────────────────────────────
+    # Load category validity if available (for unreliable cat markers)
+    cat_validity = {}
+    cv_path = os.path.join(model_dir, 'json', f'category_validity_{scale}.json')
+    if os.path.exists(cv_path):
+        import json
+        with open(cv_path) as f:
+            cat_validity = json.load(f)
+    unreliable = [c for c, v in cat_validity.items() if not v.get('reliable', True)]
+
+    saved = 0
+    for i, layer in enumerate(npz_layers):
+        print(f'  L{layer:>3} ({i+1}/{len(npz_layers)})', end='\r', flush=True)
+
+        for tag in TAGS:
+            out_path = os.path.join(out_dir, f'heatmap_{scale}_L{layer}_{tag}.png')
+            if not overwrite and os.path.exists(out_path):
+                continue
+
+            csv_path = os.path.join(csv_dir, f'delta_similarity_{scale}_L{layer}_{tag}.csv')
+            if not os.path.exists(csv_path):
+                continue  # both_correct CSV may not exist for all layers
+
+            df = pd.read_csv(csv_path, index_col=0)
+            # Ensure canonical category order (drop missing, keep order)
+            available = [c for c in CATEGORY_ORDER if c in df.index]
+            if not available:
+                continue
+            df = df.loc[available, available]
+
+            title = (f'{model.upper()} ({scale}) — Delta Heatmap L{layer} '
+                     f'({"both-correct" if tag == "both_correct" else "all pairs"})')
+            cond_unreliable = unreliable if tag == 'all_pairs' else []
+            plot_delta_heatmap(df, title, out_path, unreliable_cats=cond_unreliable)
+            saved += 1
+
+    print()  # newline after progress
+    return saved
+
+
+# ---------------------------------------------------------------------------
+# Main
+# ---------------------------------------------------------------------------
+
+def main():
+    parser = argparse.ArgumentParser(
+        description='Generate delta-similarity heatmaps for all layers from pre-computed CSVs')
+    parser.add_argument('--model', help='Restrict to one model directory (e.g. qwen_super)')
+    parser.add_argument('--scale', help='Restrict to one scale (e.g. qwen3_235b)')
+    parser.add_argument('--overwrite', action='store_true',
+                        help='Regenerate plots even if they already exist')
+    parser.add_argument('--results-dir', default=RESULTS_DIR,
+                        help='Path to results/ directory')
+    args = parser.parse_args()
+
+    results_dir = args.results_dir
+    if not os.path.isdir(results_dir):
+        print(f'Results directory not found: {results_dir}')
+        return
+
+    model_dirs = sorted(
+        m for m in os.listdir(results_dir)
+        if os.path.isdir(os.path.join(results_dir, m))
+    )
+    if args.model:
+        model_dirs = [m for m in model_dirs if m == args.model]
+        if not model_dirs:
+            print(f"Model '{args.model}' not found in {results_dir}")
+            return
+
+    total_saved = 0
+    for model in model_dirs:
+        model_dir = os.path.join(results_dir, model)
+        npz_dir   = os.path.join(model_dir, 'npz')
+        if not os.path.isdir(npz_dir):
+            continue
+
+        npz_files = sorted(
+            f for f in os.listdir(npz_dir)
+            if f.startswith('vectors_') and f.endswith('.npz')
+        )
+        if args.scale:
+            npz_files = [f for f in npz_files
+                         if re.match(rf'vectors_{re.escape(args.scale)}\.npz$', f)]
+        if not npz_files:
+            print(f'[{model}] no matching NPZ files, skipping')
+            continue
+
+        for npz_file in npz_files:
+            m = re.match(r'vectors_(.+)\.npz$', npz_file)
+            if not m:
+                continue
+            scale = m.group(1)
+            n = process(model, scale, model_dir, args.overwrite)
+            total_saved += n
+
+    print(f'\nDone. Saved {total_saved} heatmap plots.')
+
+
+if __name__ == '__main__':
+    main()

swap_analysis/logs/molmo/merge.log

@@ -0,0 +1,402 @@
+2026-02-24 04:03:10,722 - INFO - Logging to: /data/shared/Qwen/experiments/swap_analysis/logs/molmo.log
+2026-02-24 04:03:10,723 - INFO - 
+=== MERGE MODE ===
+2026-02-24 04:03:10,808 - INFO -   Loaded data for vanilla
+2026-02-24 04:03:10,888 - INFO -   Loaded data for 80k
+2026-02-24 04:03:10,967 - INFO -   Loaded data for 400k
+2026-02-24 04:03:11,047 - INFO -   Loaded data for 800k
+2026-02-24 04:03:11,127 - INFO -   Loaded data for 2m
+2026-02-24 04:03:12,629 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/cross_scale_sign_corrected.png
+2026-02-24 04:03:15,725 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/cross_scale_within_cat.png
+2026-02-24 04:03:17,206 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/delta_trajectory.png
+2026-02-24 04:03:18,623 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-24 04:03:21,415 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/cross_scale_within_cat.png
+2026-02-24 04:03:23,108 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/delta_trajectory.png
+2026-02-24 04:03:23,772 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/cross_scale_alignment.png
+2026-02-24 04:03:24,922 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pred_stats_bars.png
+2026-02-24 04:03:25,459 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pred_stats_trajectory.png
+2026-02-24 04:03:26,309 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/summary_barplot.png
+2026-02-24 04:03:26,316 - INFO - 
+--- Accuracy Charts ---
+2026-02-24 04:03:27,155 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/accuracy_group_bars.png
+2026-02-24 04:03:27,789 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/accuracy_trajectory.png
+2026-02-24 04:03:28,680 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/accuracy_category.png
+2026-02-24 04:03:29,250 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/category_accuracy_vanilla.png
+2026-02-24 04:03:30,077 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/category_accuracy_80k.png
+2026-02-24 04:03:30,630 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/category_accuracy_400k.png
+2026-02-24 04:03:31,194 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/category_accuracy_800k.png
+2026-02-24 04:03:31,739 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/category_accuracy_2m.png
+/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py:2474: UserWarning: tight_layout not applied: number of columns in subplot specifications must be multiples of one another.
+  plt.tight_layout()
+2026-02-24 04:03:33,737 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/accuracy/accuracy_chart.png
+2026-02-24 04:03:33,737 - INFO - 
+--- Unifying Y-axis ---
+2026-02-24 04:03:33,737 - INFO -   [unify ylim] sign_corrected_consistency
+2026-02-24 04:03:36,827 - INFO -     all: y=[-0.0481, 0.6449], 5 scales
+2026-02-24 04:03:40,203 - INFO -     both_correct: y=[-0.0521, 0.6966], 5 scales
+2026-02-24 04:03:43,301 - INFO -     all_with_validity: y=[-0.0481, 0.6449], 5 scales
+2026-02-24 04:03:43,302 - INFO -   [unify ylim] within_cat_consistency
+2026-02-24 04:03:46,608 - INFO -     all: y=[-0.0493, 0.6478], 5 scales
+2026-02-24 04:03:49,730 - INFO -     both_correct: y=[-0.2066, 0.7150], 5 scales
+2026-02-24 04:03:53,306 - INFO -     all_with_validity: y=[-0.0493, 0.6478], 5 scales
+2026-02-24 04:03:53,307 - INFO -   [unify ylim] cross_alignment
+2026-02-24 04:03:56,470 - INFO -     all: y=[-0.4591, 0.9556], 5 scales
+2026-02-24 04:03:59,646 - INFO -     both_correct: y=[-0.4591, 0.9556], 5 scales
+2026-02-24 04:04:02,818 - INFO -     all_with_validity: y=[-0.4591, 0.9556], 5 scales
+2026-02-24 04:04:02,819 - INFO - 
+--- All-Layer Heatmaps ---
+2026-02-24 04:04:02,824 - INFO -   [molmo/vanilla] Generating heatmaps for 32 layers...
+2026-02-24 04:04:03,550 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
+2026-02-24 04:04:04,278 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
+2026-02-24 04:04:05,287 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
+2026-02-24 04:04:06,001 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
+2026-02-24 04:04:06,731 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
+2026-02-24 04:04:07,436 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
+2026-02-24 04:04:08,144 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
+2026-02-24 04:04:08,857 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
+2026-02-24 04:04:09,579 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
+2026-02-24 04:04:10,287 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
+2026-02-24 04:04:11,019 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
+2026-02-24 04:04:11,729 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
+2026-02-24 04:04:12,688 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
+2026-02-24 04:04:13,391 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
+2026-02-24 04:04:14,095 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
+2026-02-24 04:04:14,798 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
+2026-02-24 04:04:15,515 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
+2026-02-24 04:04:16,222 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
+2026-02-24 04:04:16,944 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
+2026-02-24 04:04:17,650 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
+2026-02-24 04:04:18,356 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
+2026-02-24 04:04:19,069 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
+2026-02-24 04:04:20,038 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
+2026-02-24 04:04:20,755 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
+2026-02-24 04:04:21,467 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
+2026-02-24 04:04:22,183 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
+2026-02-24 04:04:22,907 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
+2026-02-24 04:04:23,617 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
+2026-02-24 04:04:24,331 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
+2026-02-24 04:04:25,042 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
+2026-02-24 04:04:25,771 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
+2026-02-24 04:04:26,483 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
+2026-02-24 04:04:27,462 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
+2026-02-24 04:04:28,164 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
+2026-02-24 04:04:28,881 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
+2026-02-24 04:04:29,597 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
+2026-02-24 04:04:30,335 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
+2026-02-24 04:04:31,036 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
+2026-02-24 04:04:31,757 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
+2026-02-24 04:04:32,472 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
+2026-02-24 04:04:33,185 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
+2026-02-24 04:04:34,127 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
+2026-02-24 04:04:34,849 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
+2026-02-24 04:04:35,551 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
+2026-02-24 04:04:36,271 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
+2026-02-24 04:04:36,977 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
+2026-02-24 04:04:37,698 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
+2026-02-24 04:04:38,419 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
+2026-02-24 04:04:39,150 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
+2026-02-24 04:04:39,867 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
+2026-02-24 04:04:40,584 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
+2026-02-24 04:04:41,553 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
+2026-02-24 04:04:42,291 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
+2026-02-24 04:04:43,020 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
+2026-02-24 04:04:43,749 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
+2026-02-24 04:04:44,480 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
+2026-02-24 04:04:45,196 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L28_all_pairs.png
+2026-02-24 04:04:45,912 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L28_both_correct.png
+2026-02-24 04:04:46,638 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L29_all_pairs.png
+2026-02-24 04:04:47,344 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L29_both_correct.png
+2026-02-24 04:04:48,063 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L30_all_pairs.png
+2026-02-24 04:04:49,052 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L30_both_correct.png
+2026-02-24 04:04:49,771 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L31_all_pairs.png
+2026-02-24 04:04:50,489 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_vanilla_L31_both_correct.png
+2026-02-24 04:04:50,489 - INFO -   [molmo/vanilla] Saved 64 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap
+2026-02-24 04:04:50,493 - INFO -   [molmo/80k] Generating heatmaps for 32 layers...
+2026-02-24 04:04:51,232 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
+2026-02-24 04:04:51,846 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L0_both_correct.png
+2026-02-24 04:04:52,579 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
+2026-02-24 04:04:53,197 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L1_both_correct.png
+2026-02-24 04:04:53,938 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
+2026-02-24 04:04:54,543 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L2_both_correct.png
+2026-02-24 04:04:55,295 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
+2026-02-24 04:04:55,908 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L3_both_correct.png
+2026-02-24 04:04:56,938 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
+2026-02-24 04:04:57,557 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L4_both_correct.png
+2026-02-24 04:04:58,283 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
+2026-02-24 04:04:58,891 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L5_both_correct.png
+2026-02-24 04:04:59,621 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
+2026-02-24 04:05:00,223 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L6_both_correct.png
+2026-02-24 04:05:00,951 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
+2026-02-24 04:05:01,557 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L7_both_correct.png
+2026-02-24 04:05:02,298 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
+2026-02-24 04:05:02,915 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L8_both_correct.png
+2026-02-24 04:05:03,648 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
+2026-02-24 04:05:04,540 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L9_both_correct.png
+2026-02-24 04:05:05,281 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
+2026-02-24 04:05:05,884 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L10_both_correct.png
+2026-02-24 04:05:06,616 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
+2026-02-24 04:05:07,225 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L11_both_correct.png
+2026-02-24 04:05:07,963 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
+2026-02-24 04:05:08,565 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L12_both_correct.png
+2026-02-24 04:05:09,313 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
+2026-02-24 04:05:09,925 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L13_both_correct.png
+2026-02-24 04:05:10,669 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
+2026-02-24 04:05:11,285 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L14_both_correct.png
+2026-02-24 04:05:12,302 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
+2026-02-24 04:05:12,931 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L15_both_correct.png
+2026-02-24 04:05:13,686 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
+2026-02-24 04:05:14,296 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L16_both_correct.png
+2026-02-24 04:05:15,041 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
+2026-02-24 04:05:15,667 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L17_both_correct.png
+2026-02-24 04:05:16,395 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
+2026-02-24 04:05:17,005 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L18_both_correct.png
+2026-02-24 04:05:17,742 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
+2026-02-24 04:05:18,348 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L19_both_correct.png
+2026-02-24 04:05:19,089 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
+2026-02-24 04:05:19,932 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L20_both_correct.png
+2026-02-24 04:05:20,684 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
+2026-02-24 04:05:21,287 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L21_both_correct.png
+2026-02-24 04:05:22,032 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
+2026-02-24 04:05:22,640 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L22_both_correct.png
+2026-02-24 04:05:23,368 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
+2026-02-24 04:05:23,980 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L23_both_correct.png
+2026-02-24 04:05:24,716 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
+2026-02-24 04:05:25,353 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L24_both_correct.png
+2026-02-24 04:05:26,079 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
+2026-02-24 04:05:26,688 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L25_both_correct.png
+2026-02-24 04:05:27,666 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
+2026-02-24 04:05:28,297 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L26_both_correct.png
+2026-02-24 04:05:29,048 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
+2026-02-24 04:05:29,658 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L27_both_correct.png
+2026-02-24 04:05:30,405 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L28_all_pairs.png
+2026-02-24 04:05:31,010 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L28_both_correct.png
+2026-02-24 04:05:31,751 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L29_all_pairs.png
+2026-02-24 04:05:32,365 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L29_both_correct.png
+2026-02-24 04:05:33,096 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L30_all_pairs.png
+2026-02-24 04:05:33,711 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L30_both_correct.png
+2026-02-24 04:05:34,439 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L31_all_pairs.png
+2026-02-24 04:05:35,342 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_80k_L31_both_correct.png
+2026-02-24 04:05:35,342 - INFO -   [molmo/80k] Saved 64 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap
+2026-02-24 04:05:35,346 - INFO -   [molmo/400k] Generating heatmaps for 32 layers...
+2026-02-24 04:05:36,060 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
+2026-02-24 04:05:36,667 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L0_both_correct.png
+2026-02-24 04:05:37,372 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
+2026-02-24 04:05:37,988 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L1_both_correct.png
+2026-02-24 04:05:38,705 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
+2026-02-24 04:05:39,314 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L2_both_correct.png
+2026-02-24 04:05:40,047 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
+2026-02-24 04:05:40,657 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L3_both_correct.png
+2026-02-24 04:05:41,390 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
+2026-02-24 04:05:42,000 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L4_both_correct.png
+2026-02-24 04:05:42,938 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
+2026-02-24 04:05:43,559 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L5_both_correct.png
+2026-02-24 04:05:44,284 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
+2026-02-24 04:05:44,886 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L6_both_correct.png
+2026-02-24 04:05:45,603 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
+2026-02-24 04:05:46,204 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L7_both_correct.png
+2026-02-24 04:05:46,917 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
+2026-02-24 04:05:47,519 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L8_both_correct.png
+2026-02-24 04:05:48,226 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
+2026-02-24 04:05:48,839 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L9_both_correct.png
+2026-02-24 04:05:49,563 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
+2026-02-24 04:05:50,411 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L10_both_correct.png
+2026-02-24 04:05:51,118 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
+2026-02-24 04:05:51,722 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L11_both_correct.png
+2026-02-24 04:05:52,429 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
+2026-02-24 04:05:53,049 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L12_both_correct.png
+2026-02-24 04:05:53,764 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
+2026-02-24 04:05:54,361 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L13_both_correct.png
+2026-02-24 04:05:55,067 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
+2026-02-24 04:05:55,667 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L14_both_correct.png
+2026-02-24 04:05:56,375 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
+2026-02-24 04:05:56,983 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L15_both_correct.png
+2026-02-24 04:05:57,952 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
+2026-02-24 04:05:58,560 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L16_both_correct.png
+2026-02-24 04:05:59,273 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
+2026-02-24 04:05:59,888 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L17_both_correct.png
+2026-02-24 04:06:00,611 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
+2026-02-24 04:06:01,224 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L18_both_correct.png
+2026-02-24 04:06:01,941 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
+2026-02-24 04:06:02,553 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L19_both_correct.png
+2026-02-24 04:06:03,265 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
+2026-02-24 04:06:03,868 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L20_both_correct.png
+2026-02-24 04:06:04,577 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
+2026-02-24 04:06:05,473 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L21_both_correct.png
+2026-02-24 04:06:06,185 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
+2026-02-24 04:06:06,794 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L22_both_correct.png
+2026-02-24 04:06:07,507 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
+2026-02-24 04:06:08,105 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L23_both_correct.png
+2026-02-24 04:06:08,837 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
+2026-02-24 04:06:09,451 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L24_both_correct.png
+2026-02-24 04:06:10,187 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
+2026-02-24 04:06:10,799 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L25_both_correct.png
+2026-02-24 04:06:11,519 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
+2026-02-24 04:06:12,132 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L26_both_correct.png
+2026-02-24 04:06:12,859 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
+2026-02-24 04:06:13,758 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L27_both_correct.png
+2026-02-24 04:06:14,471 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L28_all_pairs.png
+2026-02-24 04:06:15,087 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L28_both_correct.png
+2026-02-24 04:06:15,791 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L29_all_pairs.png
+2026-02-24 04:06:16,404 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L29_both_correct.png
+2026-02-24 04:06:17,123 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L30_all_pairs.png
+2026-02-24 04:06:17,739 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L30_both_correct.png
+2026-02-24 04:06:18,458 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L31_all_pairs.png
+2026-02-24 04:06:19,071 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_400k_L31_both_correct.png
+2026-02-24 04:06:19,071 - INFO -   [molmo/400k] Saved 64 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap
+2026-02-24 04:06:19,075 - INFO -   [molmo/800k] Generating heatmaps for 32 layers...
+2026-02-24 04:06:19,794 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
+2026-02-24 04:06:20,413 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L0_both_correct.png
+2026-02-24 04:06:21,407 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
+2026-02-24 04:06:22,019 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L1_both_correct.png
+2026-02-24 04:06:22,733 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
+2026-02-24 04:06:23,347 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L2_both_correct.png
+2026-02-24 04:06:24,062 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
+2026-02-24 04:06:24,680 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L3_both_correct.png
+2026-02-24 04:06:25,415 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
+2026-02-24 04:06:26,034 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L4_both_correct.png
+2026-02-24 04:06:26,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
+2026-02-24 04:06:27,360 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L5_both_correct.png
+2026-02-24 04:06:28,071 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
+2026-02-24 04:06:28,930 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L6_both_correct.png
+2026-02-24 04:06:29,643 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
+2026-02-24 04:06:30,262 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L7_both_correct.png
+2026-02-24 04:06:30,986 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
+2026-02-24 04:06:31,602 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L8_both_correct.png
+2026-02-24 04:06:32,317 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
+2026-02-24 04:06:32,932 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L9_both_correct.png
+2026-02-24 04:06:33,654 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
+2026-02-24 04:06:34,258 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L10_both_correct.png
+2026-02-24 04:06:34,981 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
+2026-02-24 04:06:35,584 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L11_both_correct.png
+2026-02-24 04:06:36,534 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
+2026-02-24 04:06:37,156 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L12_both_correct.png
+2026-02-24 04:06:37,867 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
+2026-02-24 04:06:38,478 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L13_both_correct.png
+2026-02-24 04:06:39,194 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
+2026-02-24 04:06:39,809 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L14_both_correct.png
+2026-02-24 04:06:40,535 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
+2026-02-24 04:06:41,140 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L15_both_correct.png
+2026-02-24 04:06:41,858 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
+2026-02-24 04:06:42,460 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L16_both_correct.png
+2026-02-24 04:06:43,175 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
+2026-02-24 04:06:44,021 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L17_both_correct.png
+2026-02-24 04:06:44,750 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
+2026-02-24 04:06:45,362 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L18_both_correct.png
+2026-02-24 04:06:46,091 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
+2026-02-24 04:06:46,695 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L19_both_correct.png
+2026-02-24 04:06:47,405 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
+2026-02-24 04:06:48,015 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L20_both_correct.png
+2026-02-24 04:06:48,742 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
+2026-02-24 04:06:49,360 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L21_both_correct.png
+2026-02-24 04:06:50,075 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
+2026-02-24 04:06:50,694 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L22_both_correct.png
+2026-02-24 04:06:51,672 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
+2026-02-24 04:06:52,288 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L23_both_correct.png
+2026-02-24 04:06:53,007 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
+2026-02-24 04:06:53,618 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L24_both_correct.png
+2026-02-24 04:06:54,336 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
+2026-02-24 04:06:54,949 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L25_both_correct.png
+2026-02-24 04:06:55,664 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
+2026-02-24 04:06:56,277 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L26_both_correct.png
+2026-02-24 04:06:56,991 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
+2026-02-24 04:06:57,605 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L27_both_correct.png
+2026-02-24 04:06:58,334 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L28_all_pairs.png
+2026-02-24 04:06:58,945 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L28_both_correct.png
+2026-02-24 04:06:59,662 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L29_all_pairs.png
+2026-02-24 04:07:00,281 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L29_both_correct.png
+2026-02-24 04:07:01,253 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L30_all_pairs.png
+2026-02-24 04:07:01,866 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L30_both_correct.png
+2026-02-24 04:07:02,587 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L31_all_pairs.png
+2026-02-24 04:07:03,194 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_800k_L31_both_correct.png
+2026-02-24 04:07:03,194 - INFO -   [molmo/800k] Saved 64 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap
+2026-02-24 04:07:03,198 - INFO -   [molmo/2m] Generating heatmaps for 32 layers...
+2026-02-24 04:07:03,904 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
+2026-02-24 04:07:04,616 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L0_both_correct.png
+2026-02-24 04:07:05,333 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
+2026-02-24 04:07:06,046 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L1_both_correct.png
+2026-02-24 04:07:06,769 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
+2026-02-24 04:07:07,474 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L2_both_correct.png
+2026-02-24 04:07:08,435 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
+2026-02-24 04:07:09,146 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L3_both_correct.png
+2026-02-24 04:07:09,862 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
+2026-02-24 04:07:10,578 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L4_both_correct.png
+2026-02-24 04:07:11,291 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
+2026-02-24 04:07:12,009 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L5_both_correct.png
+2026-02-24 04:07:12,724 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
+2026-02-24 04:07:13,435 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L6_both_correct.png
+2026-02-24 04:07:14,151 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
+2026-02-24 04:07:14,857 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L7_both_correct.png
+2026-02-24 04:07:15,853 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
+2026-02-24 04:07:16,560 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L8_both_correct.png
+2026-02-24 04:07:17,263 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
+2026-02-24 04:07:17,983 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L9_both_correct.png
+2026-02-24 04:07:18,703 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
+2026-02-24 04:07:19,409 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L10_both_correct.png
+2026-02-24 04:07:20,129 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
+2026-02-24 04:07:20,833 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L11_both_correct.png
+2026-02-24 04:07:21,556 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
+2026-02-24 04:07:22,272 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L12_both_correct.png
+2026-02-24 04:07:23,274 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
+2026-02-24 04:07:23,995 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L13_both_correct.png
+2026-02-24 04:07:24,730 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
+2026-02-24 04:07:25,433 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L14_both_correct.png
+2026-02-24 04:07:26,164 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
+2026-02-24 04:07:26,874 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L15_both_correct.png
+2026-02-24 04:07:27,587 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
+2026-02-24 04:07:28,300 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L16_both_correct.png
+2026-02-24 04:07:29,012 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
+2026-02-24 04:07:29,723 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L17_both_correct.png
+2026-02-24 04:07:30,673 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
+2026-02-24 04:07:31,372 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L18_both_correct.png
+2026-02-24 04:07:32,077 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
+2026-02-24 04:07:32,803 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L19_both_correct.png
+2026-02-24 04:07:33,522 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
+2026-02-24 04:07:34,226 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L20_both_correct.png
+2026-02-24 04:07:34,935 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
+2026-02-24 04:07:35,633 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L21_both_correct.png
+2026-02-24 04:07:36,352 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
+2026-02-24 04:07:37,277 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L22_both_correct.png
+2026-02-24 04:07:38,006 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
+2026-02-24 04:07:38,724 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L23_both_correct.png
+2026-02-24 04:07:39,434 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
+2026-02-24 04:07:40,133 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L24_both_correct.png
+2026-02-24 04:07:40,854 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
+2026-02-24 04:07:41,568 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L25_both_correct.png
+2026-02-24 04:07:42,288 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
+2026-02-24 04:07:42,999 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L26_both_correct.png
+2026-02-24 04:07:43,718 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
+2026-02-24 04:07:44,680 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L27_both_correct.png
+2026-02-24 04:07:45,414 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L28_all_pairs.png
+2026-02-24 04:07:46,124 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L28_both_correct.png
+2026-02-24 04:07:46,844 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L29_all_pairs.png
+2026-02-24 04:07:47,547 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L29_both_correct.png
+2026-02-24 04:07:48,248 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L30_all_pairs.png
+2026-02-24 04:07:48,960 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L30_both_correct.png
+2026-02-24 04:07:49,670 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L31_all_pairs.png
+2026-02-24 04:07:50,374 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap/heatmap_2m_L31_both_correct.png
+2026-02-24 04:07:50,375 - INFO -   [molmo/2m] Saved 64 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/heatmap
+2026-02-24 04:07:50,375 - INFO - 
+--- All-Layer PCA ---
+2026-02-24 04:07:50,375 - INFO -   [molmo/vanilla] Generating all-layer 2D PCA...
+2026-02-24 04:09:14,030 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca
+2026-02-24 04:09:14,031 - INFO -   [molmo/vanilla] Generating all-layer 3D PCA...
+2026-02-24 04:11:00,933 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca_3d
+2026-02-24 04:11:00,934 - INFO -   [molmo/80k] Generating all-layer 2D PCA...
+2026-02-24 04:12:21,476 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca
+2026-02-24 04:12:21,478 - INFO -   [molmo/80k] Generating all-layer 3D PCA...
+2026-02-24 04:14:04,863 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca_3d
+2026-02-24 04:14:04,865 - INFO -   [molmo/400k] Generating all-layer 2D PCA...
+2026-02-24 04:15:56,842 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca
+2026-02-24 04:15:56,843 - INFO -   [molmo/400k] Generating all-layer 3D PCA...
+2026-02-24 04:18:04,545 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca_3d
+2026-02-24 04:18:04,547 - INFO -   [molmo/800k] Generating all-layer 2D PCA...
+2026-02-24 04:19:32,045 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca
+2026-02-24 04:19:32,046 - INFO -   [molmo/800k] Generating all-layer 3D PCA...
+2026-02-24 04:21:28,660 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca_3d
+2026-02-24 04:21:28,661 - INFO -   [molmo/2m] Generating all-layer 2D PCA...
+2026-02-24 04:23:11,913 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca
+2026-02-24 04:23:11,916 - INFO -   [molmo/2m] Generating all-layer 3D PCA...
+2026-02-24 04:25:19,435 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pca_3d
+2026-02-24 04:25:19,436 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/molmo

swap_analysis/logs/nvila/merge.log

@@ -0,0 +1,426 @@
+2026-02-24 04:33:03,769 - INFO - Logging to: /data/shared/Qwen/experiments/swap_analysis/logs/nvila.log
+2026-02-24 04:33:03,770 - INFO - 
+=== MERGE MODE ===
+2026-02-24 04:33:03,841 - INFO -   Loaded data for vanilla
+2026-02-24 04:33:03,909 - INFO -   Loaded data for 80k
+2026-02-24 04:33:03,977 - INFO -   Loaded data for 400k
+2026-02-24 04:33:04,044 - INFO -   Loaded data for 800k
+2026-02-24 04:33:04,112 - INFO -   Loaded data for 2m
+2026-02-24 04:33:04,181 - INFO -   Loaded data for roborefer
+2026-02-24 04:33:05,759 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/cross_scale_sign_corrected.png
+2026-02-24 04:33:08,739 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/cross_scale_within_cat.png
+2026-02-24 04:33:10,342 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/delta_trajectory.png
+2026-02-24 04:33:11,772 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-24 04:33:14,877 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/cross_scale_within_cat.png
+2026-02-24 04:33:16,393 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/delta_trajectory.png
+2026-02-24 04:33:17,062 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/cross_scale_alignment.png
+2026-02-24 04:33:18,244 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pred_stats_bars.png
+2026-02-24 04:33:18,813 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pred_stats_trajectory.png
+2026-02-24 04:33:19,924 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/summary_barplot.png
+2026-02-24 04:33:19,930 - INFO - 
+--- Accuracy Charts ---
+2026-02-24 04:33:20,792 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/accuracy_group_bars.png
+2026-02-24 04:33:21,451 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/accuracy_trajectory.png
+2026-02-24 04:33:22,380 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/accuracy_category.png
+2026-02-24 04:33:22,931 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_vanilla.png
+2026-02-24 04:33:23,477 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_80k.png
+2026-02-24 04:33:24,033 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_400k.png
+2026-02-24 04:33:24,807 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_800k.png
+2026-02-24 04:33:25,356 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_2m.png
+2026-02-24 04:33:25,921 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/category_accuracy_roborefer.png
+/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py:2474: UserWarning: tight_layout not applied: number of columns in subplot specifications must be multiples of one another.
+  plt.tight_layout()
+2026-02-24 04:33:28,053 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/accuracy/accuracy_chart.png
+2026-02-24 04:33:28,053 - INFO - 
+--- Unifying Y-axis ---
+2026-02-24 04:33:28,053 - INFO -   [unify ylim] sign_corrected_consistency
+2026-02-24 04:33:31,808 - INFO -     all: y=[-0.0671, 0.8967], 6 scales
+2026-02-24 04:33:35,348 - INFO -     both_correct: y=[-0.2394, 1.0145], 6 scales
+2026-02-24 04:33:38,868 - INFO -     all_with_validity: y=[-0.0671, 0.8967], 6 scales
+2026-02-24 04:33:38,869 - INFO -   [unify ylim] within_cat_consistency
+2026-02-24 04:33:42,577 - INFO -     all: y=[-0.0708, 0.9339], 6 scales
+2026-02-24 04:33:46,549 - INFO -     both_correct: y=[-0.2400, 1.0232], 6 scales
+2026-02-24 04:33:50,209 - INFO -     all_with_validity: y=[-0.0708, 0.9339], 6 scales
+2026-02-24 04:33:50,210 - INFO -   [unify ylim] cross_alignment
+2026-02-24 04:33:53,828 - INFO -     all: y=[-0.5612, 0.9414], 6 scales
+2026-02-24 04:33:57,653 - INFO -     both_correct: y=[-0.5612, 0.9414], 6 scales
+2026-02-24 04:34:01,246 - INFO -     all_with_validity: y=[-0.5612, 0.9414], 6 scales
+2026-02-24 04:34:01,246 - INFO - 
+--- All-Layer Heatmaps ---
+2026-02-24 04:34:01,251 - INFO -   [nvila/vanilla] Generating heatmaps for 28 layers...
+2026-02-24 04:34:01,987 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
+2026-02-24 04:34:02,689 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
+2026-02-24 04:34:03,394 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
+2026-02-24 04:34:04,082 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
+2026-02-24 04:34:04,800 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
+2026-02-24 04:34:05,500 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
+2026-02-24 04:34:06,424 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
+2026-02-24 04:34:07,116 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
+2026-02-24 04:34:07,828 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
+2026-02-24 04:34:08,524 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
+2026-02-24 04:34:09,232 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
+2026-02-24 04:34:09,929 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
+2026-02-24 04:34:10,639 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
+2026-02-24 04:34:11,334 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
+2026-02-24 04:34:12,060 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
+2026-02-24 04:34:12,953 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
+2026-02-24 04:34:13,676 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
+2026-02-24 04:34:14,369 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
+2026-02-24 04:34:15,081 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
+2026-02-24 04:34:15,780 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
+2026-02-24 04:34:16,495 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
+2026-02-24 04:34:17,189 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
+2026-02-24 04:34:17,898 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
+2026-02-24 04:34:18,593 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
+2026-02-24 04:34:19,502 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
+2026-02-24 04:34:20,192 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
+2026-02-24 04:34:20,899 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
+2026-02-24 04:34:21,606 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
+2026-02-24 04:34:22,323 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
+2026-02-24 04:34:23,018 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
+2026-02-24 04:34:23,733 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
+2026-02-24 04:34:24,462 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
+2026-02-24 04:34:25,180 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
+2026-02-24 04:34:26,077 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
+2026-02-24 04:34:26,785 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
+2026-02-24 04:34:27,476 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
+2026-02-24 04:34:28,186 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
+2026-02-24 04:34:28,882 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
+2026-02-24 04:34:29,592 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
+2026-02-24 04:34:30,287 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
+2026-02-24 04:34:30,997 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
+2026-02-24 04:34:31,692 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
+2026-02-24 04:34:32,609 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
+2026-02-24 04:34:33,308 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
+2026-02-24 04:34:34,013 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
+2026-02-24 04:34:34,703 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
+2026-02-24 04:34:35,411 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
+2026-02-24 04:34:36,102 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
+2026-02-24 04:34:36,811 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
+2026-02-24 04:34:37,509 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
+2026-02-24 04:34:38,218 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
+2026-02-24 04:34:39,095 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
+2026-02-24 04:34:39,803 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
+2026-02-24 04:34:40,499 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
+2026-02-24 04:34:41,207 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
+2026-02-24 04:34:41,900 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
+2026-02-24 04:34:41,900 - INFO -   [nvila/vanilla] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:34:41,904 - INFO -   [nvila/80k] Generating heatmaps for 28 layers...
+2026-02-24 04:34:42,617 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
+2026-02-24 04:34:43,309 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L0_both_correct.png
+2026-02-24 04:34:44,017 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
+2026-02-24 04:34:44,720 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L1_both_correct.png
+2026-02-24 04:34:45,652 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
+2026-02-24 04:34:46,346 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L2_both_correct.png
+2026-02-24 04:34:47,053 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
+2026-02-24 04:34:47,750 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L3_both_correct.png
+2026-02-24 04:34:48,459 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
+2026-02-24 04:34:49,166 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L4_both_correct.png
+2026-02-24 04:34:49,863 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
+2026-02-24 04:34:50,554 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L5_both_correct.png
+2026-02-24 04:34:51,256 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
+2026-02-24 04:34:52,142 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L6_both_correct.png
+2026-02-24 04:34:52,850 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
+2026-02-24 04:34:53,542 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L7_both_correct.png
+2026-02-24 04:34:54,240 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
+2026-02-24 04:34:54,930 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L8_both_correct.png
+2026-02-24 04:34:55,623 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
+2026-02-24 04:34:56,315 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L9_both_correct.png
+2026-02-24 04:34:57,011 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
+2026-02-24 04:34:57,706 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L10_both_correct.png
+2026-02-24 04:34:58,605 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
+2026-02-24 04:34:59,298 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L11_both_correct.png
+2026-02-24 04:34:59,992 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
+2026-02-24 04:35:00,691 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L12_both_correct.png
+2026-02-24 04:35:01,387 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
+2026-02-24 04:35:02,079 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L13_both_correct.png
+2026-02-24 04:35:02,779 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
+2026-02-24 04:35:03,476 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L14_both_correct.png
+2026-02-24 04:35:04,178 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
+2026-02-24 04:35:05,063 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L15_both_correct.png
+2026-02-24 04:35:05,764 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
+2026-02-24 04:35:06,456 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L16_both_correct.png
+2026-02-24 04:35:07,155 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
+2026-02-24 04:35:07,846 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L17_both_correct.png
+2026-02-24 04:35:08,558 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
+2026-02-24 04:35:09,249 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L18_both_correct.png
+2026-02-24 04:35:09,954 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
+2026-02-24 04:35:10,647 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L19_both_correct.png
+2026-02-24 04:35:11,525 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
+2026-02-24 04:35:12,219 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L20_both_correct.png
+2026-02-24 04:35:12,933 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
+2026-02-24 04:35:13,629 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L21_both_correct.png
+2026-02-24 04:35:14,329 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
+2026-02-24 04:35:15,029 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L22_both_correct.png
+2026-02-24 04:35:15,736 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
+2026-02-24 04:35:16,432 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L23_both_correct.png
+2026-02-24 04:35:17,133 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
+2026-02-24 04:35:18,037 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L24_both_correct.png
+2026-02-24 04:35:18,740 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
+2026-02-24 04:35:19,434 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L25_both_correct.png
+2026-02-24 04:35:20,145 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
+2026-02-24 04:35:20,847 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L26_both_correct.png
+2026-02-24 04:35:21,544 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
+2026-02-24 04:35:22,232 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L27_both_correct.png
+2026-02-24 04:35:22,232 - INFO -   [nvila/80k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:35:22,236 - INFO -   [nvila/400k] Generating heatmaps for 28 layers...
+2026-02-24 04:35:22,929 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
+2026-02-24 04:35:23,628 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L0_both_correct.png
+2026-02-24 04:35:24,522 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
+2026-02-24 04:35:25,226 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L1_both_correct.png
+2026-02-24 04:35:25,920 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
+2026-02-24 04:35:26,609 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L2_both_correct.png
+2026-02-24 04:35:27,304 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
+2026-02-24 04:35:28,002 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L3_both_correct.png
+2026-02-24 04:35:28,696 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
+2026-02-24 04:35:29,393 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L4_both_correct.png
+2026-02-24 04:35:30,091 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
+2026-02-24 04:35:30,999 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L5_both_correct.png
+2026-02-24 04:35:31,695 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
+2026-02-24 04:35:32,386 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L6_both_correct.png
+2026-02-24 04:35:33,080 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
+2026-02-24 04:35:33,768 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L7_both_correct.png
+2026-02-24 04:35:34,465 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
+2026-02-24 04:35:35,160 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L8_both_correct.png
+2026-02-24 04:35:35,861 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
+2026-02-24 04:35:36,552 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L9_both_correct.png
+2026-02-24 04:35:37,422 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
+2026-02-24 04:35:38,119 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L10_both_correct.png
+2026-02-24 04:35:38,819 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
+2026-02-24 04:35:39,507 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L11_both_correct.png
+2026-02-24 04:35:40,251 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
+2026-02-24 04:35:40,943 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L12_both_correct.png
+2026-02-24 04:35:41,643 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
+2026-02-24 04:35:42,342 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L13_both_correct.png
+2026-02-24 04:35:43,053 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
+2026-02-24 04:35:43,947 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L14_both_correct.png
+2026-02-24 04:35:44,661 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
+2026-02-24 04:35:45,359 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L15_both_correct.png
+2026-02-24 04:35:46,061 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
+2026-02-24 04:35:46,764 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L16_both_correct.png
+2026-02-24 04:35:47,478 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
+2026-02-24 04:35:48,201 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L17_both_correct.png
+2026-02-24 04:35:48,956 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
+2026-02-24 04:35:49,668 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L18_both_correct.png
+2026-02-24 04:35:50,618 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
+2026-02-24 04:35:51,342 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L19_both_correct.png
+2026-02-24 04:35:52,053 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
+2026-02-24 04:35:52,756 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L20_both_correct.png
+2026-02-24 04:35:53,464 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
+2026-02-24 04:35:54,179 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L21_both_correct.png
+2026-02-24 04:35:54,898 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
+2026-02-24 04:35:55,610 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L22_both_correct.png
+2026-02-24 04:35:56,327 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
+2026-02-24 04:35:57,263 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L23_both_correct.png
+2026-02-24 04:35:57,982 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
+2026-02-24 04:35:58,684 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L24_both_correct.png
+2026-02-24 04:35:59,407 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
+2026-02-24 04:36:00,104 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L25_both_correct.png
+2026-02-24 04:36:00,810 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
+2026-02-24 04:36:01,513 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L26_both_correct.png
+2026-02-24 04:36:02,223 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
+2026-02-24 04:36:02,928 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L27_both_correct.png
+2026-02-24 04:36:02,928 - INFO -   [nvila/400k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:36:02,932 - INFO -   [nvila/800k] Generating heatmaps for 28 layers...
+2026-02-24 04:36:03,864 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
+2026-02-24 04:36:04,529 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L0_both_correct.png
+2026-02-24 04:36:05,240 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
+2026-02-24 04:36:05,889 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L1_both_correct.png
+2026-02-24 04:36:06,607 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
+2026-02-24 04:36:07,264 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L2_both_correct.png
+2026-02-24 04:36:07,977 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
+2026-02-24 04:36:08,623 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L3_both_correct.png
+2026-02-24 04:36:09,335 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
+2026-02-24 04:36:09,983 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L4_both_correct.png
+2026-02-24 04:36:10,928 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
+2026-02-24 04:36:11,579 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L5_both_correct.png
+2026-02-24 04:36:12,296 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
+2026-02-24 04:36:12,943 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L6_both_correct.png
+2026-02-24 04:36:13,658 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
+2026-02-24 04:36:14,307 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L7_both_correct.png
+2026-02-24 04:36:15,029 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
+2026-02-24 04:36:15,683 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L8_both_correct.png
+2026-02-24 04:36:16,393 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
+2026-02-24 04:36:17,256 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L9_both_correct.png
+2026-02-24 04:36:17,987 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
+2026-02-24 04:36:18,637 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L10_both_correct.png
+2026-02-24 04:36:19,356 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
+2026-02-24 04:36:20,004 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L11_both_correct.png
+2026-02-24 04:36:20,718 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
+2026-02-24 04:36:21,369 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L12_both_correct.png
+2026-02-24 04:36:22,080 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
+2026-02-24 04:36:22,733 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L13_both_correct.png
+2026-02-24 04:36:23,452 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
+2026-02-24 04:36:24,358 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L14_both_correct.png
+2026-02-24 04:36:25,083 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
+2026-02-24 04:36:25,729 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L15_both_correct.png
+2026-02-24 04:36:26,439 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
+2026-02-24 04:36:27,088 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L16_both_correct.png
+2026-02-24 04:36:27,794 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
+2026-02-24 04:36:28,443 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L17_both_correct.png
+2026-02-24 04:36:29,154 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
+2026-02-24 04:36:29,800 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L18_both_correct.png
+2026-02-24 04:36:30,722 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
+2026-02-24 04:36:31,380 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L19_both_correct.png
+2026-02-24 04:36:32,086 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
+2026-02-24 04:36:32,733 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L20_both_correct.png
+2026-02-24 04:36:33,455 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
+2026-02-24 04:36:34,105 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L21_both_correct.png
+2026-02-24 04:36:34,824 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
+2026-02-24 04:36:35,467 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L22_both_correct.png
+2026-02-24 04:36:36,179 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
+2026-02-24 04:36:36,832 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L23_both_correct.png
+2026-02-24 04:36:37,753 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
+2026-02-24 04:36:38,397 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L24_both_correct.png
+2026-02-24 04:36:39,105 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
+2026-02-24 04:36:39,753 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L25_both_correct.png
+2026-02-24 04:36:40,465 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
+2026-02-24 04:36:41,109 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L26_both_correct.png
+2026-02-24 04:36:41,821 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
+2026-02-24 04:36:42,477 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L27_both_correct.png
+2026-02-24 04:36:42,477 - INFO -   [nvila/800k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:36:42,481 - INFO -   [nvila/2m] Generating heatmaps for 28 layers...
+2026-02-24 04:36:43,190 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
+2026-02-24 04:36:44,073 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L0_both_correct.png
+2026-02-24 04:36:44,793 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
+2026-02-24 04:36:45,479 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L1_both_correct.png
+2026-02-24 04:36:46,198 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
+2026-02-24 04:36:46,892 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L2_both_correct.png
+2026-02-24 04:36:47,605 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
+2026-02-24 04:36:48,293 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L3_both_correct.png
+2026-02-24 04:36:49,009 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
+2026-02-24 04:36:49,703 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L4_both_correct.png
+2026-02-24 04:36:50,425 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
+2026-02-24 04:36:51,322 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L5_both_correct.png
+2026-02-24 04:36:52,036 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
+2026-02-24 04:36:52,727 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L6_both_correct.png
+2026-02-24 04:36:53,447 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
+2026-02-24 04:36:54,147 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L7_both_correct.png
+2026-02-24 04:36:54,863 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
+2026-02-24 04:36:55,557 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L8_both_correct.png
+2026-02-24 04:36:56,274 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
+2026-02-24 04:36:56,975 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L9_both_correct.png
+2026-02-24 04:36:57,923 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
+2026-02-24 04:36:58,618 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L10_both_correct.png
+2026-02-24 04:36:59,331 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
+2026-02-24 04:37:00,032 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L11_both_correct.png
+2026-02-24 04:37:00,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
+2026-02-24 04:37:01,433 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L12_both_correct.png
+2026-02-24 04:37:02,151 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
+2026-02-24 04:37:02,857 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L13_both_correct.png
+2026-02-24 04:37:03,580 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
+2026-02-24 04:37:04,499 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L14_both_correct.png
+2026-02-24 04:37:05,210 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
+2026-02-24 04:37:05,900 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L15_both_correct.png
+2026-02-24 04:37:06,615 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
+2026-02-24 04:37:07,304 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L16_both_correct.png
+2026-02-24 04:37:08,018 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
+2026-02-24 04:37:08,713 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L17_both_correct.png
+2026-02-24 04:37:09,431 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
+2026-02-24 04:37:10,127 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L18_both_correct.png
+2026-02-24 04:37:11,027 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
+2026-02-24 04:37:11,724 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L19_both_correct.png
+2026-02-24 04:37:12,441 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
+2026-02-24 04:37:13,134 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L20_both_correct.png
+2026-02-24 04:37:13,855 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
+2026-02-24 04:37:14,550 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L21_both_correct.png
+2026-02-24 04:37:15,267 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
+2026-02-24 04:37:15,969 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L22_both_correct.png
+2026-02-24 04:37:16,686 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
+2026-02-24 04:37:17,585 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L23_both_correct.png
+2026-02-24 04:37:18,298 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
+2026-02-24 04:37:18,992 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L24_both_correct.png
+2026-02-24 04:37:19,708 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
+2026-02-24 04:37:20,401 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L25_both_correct.png
+2026-02-24 04:37:21,114 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
+2026-02-24 04:37:21,812 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L26_both_correct.png
+2026-02-24 04:37:22,543 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
+2026-02-24 04:37:23,253 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L27_both_correct.png
+2026-02-24 04:37:23,253 - INFO -   [nvila/2m] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:37:23,259 - INFO -   [nvila/roborefer] Generating heatmaps for 28 layers...
+2026-02-24 04:37:24,220 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L0_all_pairs.png
+2026-02-24 04:37:24,946 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L0_both_correct.png
+2026-02-24 04:37:25,654 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L1_all_pairs.png
+2026-02-24 04:37:26,355 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L1_both_correct.png
+2026-02-24 04:37:27,060 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L2_all_pairs.png
+2026-02-24 04:37:27,773 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L2_both_correct.png
+2026-02-24 04:37:28,475 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L3_all_pairs.png
+2026-02-24 04:37:29,180 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L3_both_correct.png
+2026-02-24 04:37:29,885 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L4_all_pairs.png
+2026-02-24 04:37:30,824 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L4_both_correct.png
+2026-02-24 04:37:31,527 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L5_all_pairs.png
+2026-02-24 04:37:32,231 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L5_both_correct.png
+2026-02-24 04:37:32,932 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L6_all_pairs.png
+2026-02-24 04:37:33,636 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L6_both_correct.png
+2026-02-24 04:37:34,336 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L7_all_pairs.png
+2026-02-24 04:37:35,045 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L7_both_correct.png
+2026-02-24 04:37:35,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L8_all_pairs.png
+2026-02-24 04:37:36,450 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L8_both_correct.png
+2026-02-24 04:37:37,373 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L9_all_pairs.png
+2026-02-24 04:37:38,068 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L9_both_correct.png
+2026-02-24 04:37:38,761 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L10_all_pairs.png
+2026-02-24 04:37:39,455 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L10_both_correct.png
+2026-02-24 04:37:40,164 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L11_all_pairs.png
+2026-02-24 04:37:40,899 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L11_both_correct.png
+2026-02-24 04:37:41,597 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L12_all_pairs.png
+2026-02-24 04:37:42,294 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L12_both_correct.png
+2026-02-24 04:37:42,986 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L13_all_pairs.png
+2026-02-24 04:37:43,898 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L13_both_correct.png
+2026-02-24 04:37:44,591 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L14_all_pairs.png
+2026-02-24 04:37:45,291 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L14_both_correct.png
+2026-02-24 04:37:45,989 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L15_all_pairs.png
+2026-02-24 04:37:46,693 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L15_both_correct.png
+2026-02-24 04:37:47,402 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L16_all_pairs.png
+2026-02-24 04:37:48,104 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L16_both_correct.png
+2026-02-24 04:37:48,803 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L17_all_pairs.png
+2026-02-24 04:37:49,500 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L17_both_correct.png
+2026-02-24 04:37:50,419 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L18_all_pairs.png
+2026-02-24 04:37:51,118 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L18_both_correct.png
+2026-02-24 04:37:51,808 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L19_all_pairs.png
+2026-02-24 04:37:52,507 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L19_both_correct.png
+2026-02-24 04:37:53,221 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L20_all_pairs.png
+2026-02-24 04:37:53,919 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L20_both_correct.png
+2026-02-24 04:37:54,623 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L21_all_pairs.png
+2026-02-24 04:37:55,337 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L21_both_correct.png
+2026-02-24 04:37:56,037 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L22_all_pairs.png
+2026-02-24 04:37:56,964 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L22_both_correct.png
+2026-02-24 04:37:57,657 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L23_all_pairs.png
+2026-02-24 04:37:58,348 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L23_both_correct.png
+2026-02-24 04:37:59,046 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L24_all_pairs.png
+2026-02-24 04:37:59,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L24_both_correct.png
+2026-02-24 04:38:00,437 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L25_all_pairs.png
+2026-02-24 04:38:01,145 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L25_both_correct.png
+2026-02-24 04:38:01,848 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L26_all_pairs.png
+2026-02-24 04:38:02,548 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L26_both_correct.png
+2026-02-24 04:38:03,463 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L27_all_pairs.png
+2026-02-24 04:38:04,162 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L27_both_correct.png
+2026-02-24 04:38:04,163 - INFO -   [nvila/roborefer] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:38:04,163 - INFO - 
+--- All-Layer PCA ---
+2026-02-24 04:38:04,163 - INFO -   [nvila/vanilla] Generating all-layer 2D PCA...
+2026-02-24 04:39:02,945 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:39:02,948 - INFO -   [nvila/vanilla] Generating all-layer 3D PCA...
+2026-02-24 04:40:24,251 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:40:24,253 - INFO -   [nvila/80k] Generating all-layer 2D PCA...
+2026-02-24 04:41:23,385 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:41:23,387 - INFO -   [nvila/80k] Generating all-layer 3D PCA...
+2026-02-24 04:42:43,569 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:42:43,570 - INFO -   [nvila/400k] Generating all-layer 2D PCA...
+2026-02-24 04:43:43,579 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:43:43,582 - INFO -   [nvila/400k] Generating all-layer 3D PCA...
+2026-02-24 04:45:03,783 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:45:03,784 - INFO -   [nvila/800k] Generating all-layer 2D PCA...
+2026-02-24 04:46:03,727 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:46:03,729 - INFO -   [nvila/800k] Generating all-layer 3D PCA...
+2026-02-24 04:47:24,938 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:47:24,939 - INFO -   [nvila/2m] Generating all-layer 2D PCA...
+2026-02-24 04:48:24,855 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:48:24,857 - INFO -   [nvila/2m] Generating all-layer 3D PCA...
+2026-02-24 04:49:45,961 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:49:45,962 - INFO -   [nvila/roborefer] Generating all-layer 2D PCA...
+2026-02-24 04:50:44,817 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:50:44,818 - INFO -   [nvila/roborefer] Generating all-layer 3D PCA...
+2026-02-24 04:52:05,214 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:52:05,215 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/nvila

swap_analysis/logs/nvila/merge_with_roborefer.log

@@ -0,0 +1,423 @@
+2026-02-24 04:52:11,718 - INFO - Logging to: /data/shared/Qwen/experiments/swap_analysis/logs/nvila.log
+2026-02-24 04:52:11,719 - INFO - 
+=== MERGE MODE ===
+2026-02-24 04:52:11,791 - INFO -   Loaded data for vanilla
+2026-02-24 04:52:11,860 - INFO -   Loaded data for 80k
+2026-02-24 04:52:11,928 - INFO -   Loaded data for 400k
+2026-02-24 04:52:11,999 - INFO -   Loaded data for 800k
+2026-02-24 04:52:12,068 - INFO -   Loaded data for 2m
+2026-02-24 04:52:12,135 - INFO -   Loaded data for roborefer
+2026-02-24 04:52:13,708 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/cross_scale_sign_corrected.png
+2026-02-24 04:52:16,590 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/cross_scale_within_cat.png
+2026-02-24 04:52:18,106 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/delta_trajectory.png
+2026-02-24 04:52:19,531 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-24 04:52:22,555 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/cross_scale_within_cat.png
+2026-02-24 04:52:24,051 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/delta_trajectory.png
+2026-02-24 04:52:24,740 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/cross_scale_alignment.png
+2026-02-24 04:52:25,900 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/pred_stats_bars.png
+2026-02-24 04:52:26,454 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/pred_stats_trajectory.png
+2026-02-24 04:52:27,557 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/summary_barplot.png
+2026-02-24 04:52:27,561 - INFO - 
+--- Accuracy Charts ---
+2026-02-24 04:52:28,415 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/accuracy_group_bars.png
+2026-02-24 04:52:29,063 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/accuracy_trajectory.png
+2026-02-24 04:52:29,980 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/accuracy_category.png
+2026-02-24 04:52:30,533 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_vanilla.png
+2026-02-24 04:52:31,069 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_80k.png
+2026-02-24 04:52:31,607 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_400k.png
+2026-02-24 04:52:32,347 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_800k.png
+2026-02-24 04:52:32,884 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_2m.png
+2026-02-24 04:52:33,429 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/category_accuracy_roborefer.png
+/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py:2474: UserWarning: tight_layout not applied: number of columns in subplot specifications must be multiples of one another.
+  plt.tight_layout()
+2026-02-24 04:52:35,477 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/accuracy/accuracy_chart.png
+2026-02-24 04:52:35,478 - INFO - 
+--- Unifying Y-axis ---
+2026-02-24 04:52:35,478 - INFO -   [unify ylim] sign_corrected_consistency
+2026-02-24 04:52:39,109 - INFO -     all: y=[-0.0671, 0.8967], 6 scales
+2026-02-24 04:52:42,617 - INFO -     both_correct: y=[-0.2394, 1.0145], 6 scales
+2026-02-24 04:52:42,618 - INFO -   [unify ylim] within_cat_consistency
+2026-02-24 04:52:46,257 - INFO -     all: y=[-0.0708, 0.9339], 6 scales
+2026-02-24 04:52:49,960 - INFO -     both_correct: y=[-0.2400, 1.0232], 6 scales
+2026-02-24 04:52:49,961 - INFO -   [unify ylim] cross_alignment
+2026-02-24 04:52:53,758 - INFO -     all: y=[-0.5612, 0.9414], 6 scales
+2026-02-24 04:52:57,361 - INFO -     both_correct: y=[-0.5612, 0.9414], 6 scales
+2026-02-24 04:52:57,361 - INFO - 
+--- All-Layer Heatmaps ---
+2026-02-24 04:52:57,366 - INFO -   [nvila/vanilla] Generating heatmaps for 28 layers...
+2026-02-24 04:52:58,091 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
+2026-02-24 04:52:58,791 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
+2026-02-24 04:52:59,499 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
+2026-02-24 04:53:00,190 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
+2026-02-24 04:53:01,106 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
+2026-02-24 04:53:01,797 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
+2026-02-24 04:53:02,507 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
+2026-02-24 04:53:03,193 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
+2026-02-24 04:53:03,895 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
+2026-02-24 04:53:04,594 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
+2026-02-24 04:53:05,304 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
+2026-02-24 04:53:05,997 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
+2026-02-24 04:53:06,713 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
+2026-02-24 04:53:07,648 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
+2026-02-24 04:53:08,363 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
+2026-02-24 04:53:09,062 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
+2026-02-24 04:53:09,780 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
+2026-02-24 04:53:10,487 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
+2026-02-24 04:53:11,202 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
+2026-02-24 04:53:11,908 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
+2026-02-24 04:53:12,624 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
+2026-02-24 04:53:13,321 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
+2026-02-24 04:53:14,248 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
+2026-02-24 04:53:14,950 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
+2026-02-24 04:53:15,666 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
+2026-02-24 04:53:16,362 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
+2026-02-24 04:53:17,070 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
+2026-02-24 04:53:17,769 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
+2026-02-24 04:53:18,484 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
+2026-02-24 04:53:19,194 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
+2026-02-24 04:53:19,913 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
+2026-02-24 04:53:20,837 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
+2026-02-24 04:53:21,551 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
+2026-02-24 04:53:22,254 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
+2026-02-24 04:53:22,973 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
+2026-02-24 04:53:23,680 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
+2026-02-24 04:53:24,410 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
+2026-02-24 04:53:25,115 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
+2026-02-24 04:53:25,830 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
+2026-02-24 04:53:26,531 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
+2026-02-24 04:53:27,454 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
+2026-02-24 04:53:28,159 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
+2026-02-24 04:53:28,869 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
+2026-02-24 04:53:29,561 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
+2026-02-24 04:53:30,270 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
+2026-02-24 04:53:30,964 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
+2026-02-24 04:53:31,674 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
+2026-02-24 04:53:32,366 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
+2026-02-24 04:53:33,079 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
+2026-02-24 04:53:33,976 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
+2026-02-24 04:53:34,697 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
+2026-02-24 04:53:35,391 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
+2026-02-24 04:53:36,101 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
+2026-02-24 04:53:36,800 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
+2026-02-24 04:53:37,514 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
+2026-02-24 04:53:38,207 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
+2026-02-24 04:53:38,207 - INFO -   [nvila/vanilla] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:53:38,212 - INFO -   [nvila/80k] Generating heatmaps for 28 layers...
+2026-02-24 04:53:38,916 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
+2026-02-24 04:53:39,611 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L0_both_correct.png
+2026-02-24 04:53:40,512 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
+2026-02-24 04:53:41,216 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L1_both_correct.png
+2026-02-24 04:53:41,912 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
+2026-02-24 04:53:42,609 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L2_both_correct.png
+2026-02-24 04:53:43,312 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
+2026-02-24 04:53:44,018 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L3_both_correct.png
+2026-02-24 04:53:44,728 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
+2026-02-24 04:53:45,433 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L4_both_correct.png
+2026-02-24 04:53:46,145 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
+2026-02-24 04:53:47,043 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L5_both_correct.png
+2026-02-24 04:53:47,751 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
+2026-02-24 04:53:48,444 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L6_both_correct.png
+2026-02-24 04:53:49,147 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
+2026-02-24 04:53:49,847 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L7_both_correct.png
+2026-02-24 04:53:50,549 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
+2026-02-24 04:53:51,243 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L8_both_correct.png
+2026-02-24 04:53:51,943 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
+2026-02-24 04:53:52,638 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L9_both_correct.png
+2026-02-24 04:53:53,538 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
+2026-02-24 04:53:54,240 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L10_both_correct.png
+2026-02-24 04:53:54,937 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
+2026-02-24 04:53:55,630 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L11_both_correct.png
+2026-02-24 04:53:56,326 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
+2026-02-24 04:53:57,014 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L12_both_correct.png
+2026-02-24 04:53:57,714 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
+2026-02-24 04:53:58,412 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L13_both_correct.png
+2026-02-24 04:53:59,109 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
+2026-02-24 04:54:00,006 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L14_both_correct.png
+2026-02-24 04:54:00,714 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
+2026-02-24 04:54:01,408 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L15_both_correct.png
+2026-02-24 04:54:02,111 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
+2026-02-24 04:54:02,807 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L16_both_correct.png
+2026-02-24 04:54:03,510 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
+2026-02-24 04:54:04,210 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L17_both_correct.png
+2026-02-24 04:54:04,922 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
+2026-02-24 04:54:05,616 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L18_both_correct.png
+2026-02-24 04:54:06,485 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
+2026-02-24 04:54:07,180 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L19_both_correct.png
+2026-02-24 04:54:07,877 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
+2026-02-24 04:54:08,572 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L20_both_correct.png
+2026-02-24 04:54:09,268 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
+2026-02-24 04:54:09,956 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L21_both_correct.png
+2026-02-24 04:54:10,649 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
+2026-02-24 04:54:11,339 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L22_both_correct.png
+2026-02-24 04:54:12,036 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
+2026-02-24 04:54:12,923 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L23_both_correct.png
+2026-02-24 04:54:13,627 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
+2026-02-24 04:54:14,325 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L24_both_correct.png
+2026-02-24 04:54:15,022 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
+2026-02-24 04:54:15,712 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L25_both_correct.png
+2026-02-24 04:54:16,408 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
+2026-02-24 04:54:17,098 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L26_both_correct.png
+2026-02-24 04:54:17,793 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
+2026-02-24 04:54:18,482 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_80k_L27_both_correct.png
+2026-02-24 04:54:18,482 - INFO -   [nvila/80k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:54:18,485 - INFO -   [nvila/400k] Generating heatmaps for 28 layers...
+2026-02-24 04:54:19,364 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
+2026-02-24 04:54:20,062 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L0_both_correct.png
+2026-02-24 04:54:20,756 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
+2026-02-24 04:54:21,444 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L1_both_correct.png
+2026-02-24 04:54:22,145 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
+2026-02-24 04:54:22,838 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L2_both_correct.png
+2026-02-24 04:54:23,536 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
+2026-02-24 04:54:24,267 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L3_both_correct.png
+2026-02-24 04:54:25,025 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
+2026-02-24 04:54:25,901 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L4_both_correct.png
+2026-02-24 04:54:26,608 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
+2026-02-24 04:54:27,302 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L5_both_correct.png
+2026-02-24 04:54:28,003 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
+2026-02-24 04:54:28,700 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L6_both_correct.png
+2026-02-24 04:54:29,398 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
+2026-02-24 04:54:30,088 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L7_both_correct.png
+2026-02-24 04:54:30,783 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
+2026-02-24 04:54:31,470 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L8_both_correct.png
+2026-02-24 04:54:32,360 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
+2026-02-24 04:54:33,059 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L9_both_correct.png
+2026-02-24 04:54:33,753 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
+2026-02-24 04:54:34,443 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L10_both_correct.png
+2026-02-24 04:54:35,149 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
+2026-02-24 04:54:35,836 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L11_both_correct.png
+2026-02-24 04:54:36,536 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
+2026-02-24 04:54:37,228 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L12_both_correct.png
+2026-02-24 04:54:37,919 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
+2026-02-24 04:54:38,612 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L13_both_correct.png
+2026-02-24 04:54:39,493 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
+2026-02-24 04:54:40,177 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L14_both_correct.png
+2026-02-24 04:54:40,873 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
+2026-02-24 04:54:41,566 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L15_both_correct.png
+2026-02-24 04:54:42,260 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
+2026-02-24 04:54:42,952 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L16_both_correct.png
+2026-02-24 04:54:43,649 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
+2026-02-24 04:54:44,336 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L17_both_correct.png
+2026-02-24 04:54:45,029 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
+2026-02-24 04:54:45,915 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L18_both_correct.png
+2026-02-24 04:54:46,613 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
+2026-02-24 04:54:47,308 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L19_both_correct.png
+2026-02-24 04:54:48,010 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
+2026-02-24 04:54:48,700 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L20_both_correct.png
+2026-02-24 04:54:49,399 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
+2026-02-24 04:54:50,089 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L21_both_correct.png
+2026-02-24 04:54:50,784 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
+2026-02-24 04:54:51,476 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L22_both_correct.png
+2026-02-24 04:54:52,365 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
+2026-02-24 04:54:53,058 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L23_both_correct.png
+2026-02-24 04:54:53,755 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
+2026-02-24 04:54:54,443 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L24_both_correct.png
+2026-02-24 04:54:55,139 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
+2026-02-24 04:54:55,834 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L25_both_correct.png
+2026-02-24 04:54:56,532 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
+2026-02-24 04:54:57,222 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L26_both_correct.png
+2026-02-24 04:54:57,917 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
+2026-02-24 04:54:58,789 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_400k_L27_both_correct.png
+2026-02-24 04:54:58,789 - INFO -   [nvila/400k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:54:58,792 - INFO -   [nvila/800k] Generating heatmaps for 28 layers...
+2026-02-24 04:54:59,494 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
+2026-02-24 04:55:00,132 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L0_both_correct.png
+2026-02-24 04:55:00,836 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
+2026-02-24 04:55:01,478 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L1_both_correct.png
+2026-02-24 04:55:02,186 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
+2026-02-24 04:55:02,830 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L2_both_correct.png
+2026-02-24 04:55:03,536 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
+2026-02-24 04:55:04,175 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L3_both_correct.png
+2026-02-24 04:55:05,052 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
+2026-02-24 04:55:05,696 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L4_both_correct.png
+2026-02-24 04:55:06,402 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
+2026-02-24 04:55:07,045 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L5_both_correct.png
+2026-02-24 04:55:07,756 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
+2026-02-24 04:55:08,396 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L6_both_correct.png
+2026-02-24 04:55:09,099 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
+2026-02-24 04:55:09,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L7_both_correct.png
+2026-02-24 04:55:10,448 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
+2026-02-24 04:55:11,087 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L8_both_correct.png
+2026-02-24 04:55:11,989 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
+2026-02-24 04:55:12,627 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L9_both_correct.png
+2026-02-24 04:55:13,329 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
+2026-02-24 04:55:13,971 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L10_both_correct.png
+2026-02-24 04:55:14,681 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
+2026-02-24 04:55:15,323 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L11_both_correct.png
+2026-02-24 04:55:16,032 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
+2026-02-24 04:55:16,680 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L12_both_correct.png
+2026-02-24 04:55:17,391 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
+2026-02-24 04:55:18,208 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L13_both_correct.png
+2026-02-24 04:55:18,917 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
+2026-02-24 04:55:19,552 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L14_both_correct.png
+2026-02-24 04:55:20,255 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
+2026-02-24 04:55:20,897 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L15_both_correct.png
+2026-02-24 04:55:21,599 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
+2026-02-24 04:55:22,242 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L16_both_correct.png
+2026-02-24 04:55:22,947 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
+2026-02-24 04:55:23,595 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L17_both_correct.png
+2026-02-24 04:55:24,321 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
+2026-02-24 04:55:25,154 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L18_both_correct.png
+2026-02-24 04:55:25,860 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
+2026-02-24 04:55:26,498 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L19_both_correct.png
+2026-02-24 04:55:27,202 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
+2026-02-24 04:55:27,840 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L20_both_correct.png
+2026-02-24 04:55:28,550 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
+2026-02-24 04:55:29,189 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L21_both_correct.png
+2026-02-24 04:55:29,902 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
+2026-02-24 04:55:30,572 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L22_both_correct.png
+2026-02-24 04:55:31,480 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
+2026-02-24 04:55:32,130 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L23_both_correct.png
+2026-02-24 04:55:32,834 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
+2026-02-24 04:55:33,474 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L24_both_correct.png
+2026-02-24 04:55:34,184 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
+2026-02-24 04:55:34,824 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L25_both_correct.png
+2026-02-24 04:55:35,527 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
+2026-02-24 04:55:36,165 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L26_both_correct.png
+2026-02-24 04:55:36,874 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
+2026-02-24 04:55:37,522 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_800k_L27_both_correct.png
+2026-02-24 04:55:37,522 - INFO -   [nvila/800k] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:55:37,525 - INFO -   [nvila/2m] Generating heatmaps for 28 layers...
+2026-02-24 04:55:38,420 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
+2026-02-24 04:55:39,107 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L0_both_correct.png
+2026-02-24 04:55:39,810 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
+2026-02-24 04:55:40,498 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L1_both_correct.png
+2026-02-24 04:55:41,207 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
+2026-02-24 04:55:41,894 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L2_both_correct.png
+2026-02-24 04:55:42,611 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
+2026-02-24 04:55:43,296 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L3_both_correct.png
+2026-02-24 04:55:43,999 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
+2026-02-24 04:55:44,877 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L4_both_correct.png
+2026-02-24 04:55:45,584 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
+2026-02-24 04:55:46,275 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L5_both_correct.png
+2026-02-24 04:55:46,991 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
+2026-02-24 04:55:47,678 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L6_both_correct.png
+2026-02-24 04:55:48,389 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
+2026-02-24 04:55:49,072 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L7_both_correct.png
+2026-02-24 04:55:49,778 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
+2026-02-24 04:55:50,471 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L8_both_correct.png
+2026-02-24 04:55:51,360 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
+2026-02-24 04:55:52,045 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L9_both_correct.png
+2026-02-24 04:55:52,751 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
+2026-02-24 04:55:53,438 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L10_both_correct.png
+2026-02-24 04:55:54,147 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
+2026-02-24 04:55:54,839 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L11_both_correct.png
+2026-02-24 04:55:55,546 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
+2026-02-24 04:55:56,236 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L12_both_correct.png
+2026-02-24 04:55:56,951 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
+2026-02-24 04:55:57,839 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L13_both_correct.png
+2026-02-24 04:55:58,551 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
+2026-02-24 04:55:59,238 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L14_both_correct.png
+2026-02-24 04:55:59,950 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
+2026-02-24 04:56:00,639 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L15_both_correct.png
+2026-02-24 04:56:01,350 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
+2026-02-24 04:56:02,047 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L16_both_correct.png
+2026-02-24 04:56:02,759 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
+2026-02-24 04:56:03,445 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L17_both_correct.png
+2026-02-24 04:56:04,344 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
+2026-02-24 04:56:05,035 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L18_both_correct.png
+2026-02-24 04:56:05,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
+2026-02-24 04:56:06,428 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L19_both_correct.png
+2026-02-24 04:56:07,135 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
+2026-02-24 04:56:07,825 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L20_both_correct.png
+2026-02-24 04:56:08,538 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
+2026-02-24 04:56:09,229 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L21_both_correct.png
+2026-02-24 04:56:09,943 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
+2026-02-24 04:56:10,815 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L22_both_correct.png
+2026-02-24 04:56:11,526 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
+2026-02-24 04:56:12,215 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L23_both_correct.png
+2026-02-24 04:56:12,928 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
+2026-02-24 04:56:13,620 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L24_both_correct.png
+2026-02-24 04:56:14,339 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
+2026-02-24 04:56:15,033 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L25_both_correct.png
+2026-02-24 04:56:15,743 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
+2026-02-24 04:56:16,434 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L26_both_correct.png
+2026-02-24 04:56:17,321 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
+2026-02-24 04:56:18,015 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_2m_L27_both_correct.png
+2026-02-24 04:56:18,015 - INFO -   [nvila/2m] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:56:18,020 - INFO -   [nvila/roborefer] Generating heatmaps for 28 layers...
+2026-02-24 04:56:18,714 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L0_all_pairs.png
+2026-02-24 04:56:19,401 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L0_both_correct.png
+2026-02-24 04:56:20,092 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L1_all_pairs.png
+2026-02-24 04:56:20,783 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L1_both_correct.png
+2026-02-24 04:56:21,489 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L2_all_pairs.png
+2026-02-24 04:56:22,183 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L2_both_correct.png
+2026-02-24 04:56:22,876 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L3_all_pairs.png
+2026-02-24 04:56:23,741 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L3_both_correct.png
+2026-02-24 04:56:24,440 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L4_all_pairs.png
+2026-02-24 04:56:25,153 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L4_both_correct.png
+2026-02-24 04:56:25,840 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L5_all_pairs.png
+2026-02-24 04:56:26,528 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L5_both_correct.png
+2026-02-24 04:56:27,214 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L6_all_pairs.png
+2026-02-24 04:56:27,900 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L6_both_correct.png
+2026-02-24 04:56:28,588 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L7_all_pairs.png
+2026-02-24 04:56:29,274 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L7_both_correct.png
+2026-02-24 04:56:30,151 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L8_all_pairs.png
+2026-02-24 04:56:30,835 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L8_both_correct.png
+2026-02-24 04:56:31,521 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L9_all_pairs.png
+2026-02-24 04:56:32,203 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L9_both_correct.png
+2026-02-24 04:56:32,893 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L10_all_pairs.png
+2026-02-24 04:56:33,580 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L10_both_correct.png
+2026-02-24 04:56:34,267 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L11_all_pairs.png
+2026-02-24 04:56:34,953 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L11_both_correct.png
+2026-02-24 04:56:35,646 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L12_all_pairs.png
+2026-02-24 04:56:36,530 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L12_both_correct.png
+2026-02-24 04:56:37,232 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L13_all_pairs.png
+2026-02-24 04:56:37,926 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L13_both_correct.png
+2026-02-24 04:56:38,618 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L14_all_pairs.png
+2026-02-24 04:56:39,318 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L14_both_correct.png
+2026-02-24 04:56:40,013 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L15_all_pairs.png
+2026-02-24 04:56:40,700 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L15_both_correct.png
+2026-02-24 04:56:41,387 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L16_all_pairs.png
+2026-02-24 04:56:42,078 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L16_both_correct.png
+2026-02-24 04:56:42,965 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L17_all_pairs.png
+2026-02-24 04:56:43,666 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L17_both_correct.png
+2026-02-24 04:56:44,356 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L18_all_pairs.png
+2026-02-24 04:56:45,048 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L18_both_correct.png
+2026-02-24 04:56:45,737 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L19_all_pairs.png
+2026-02-24 04:56:46,426 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L19_both_correct.png
+2026-02-24 04:56:47,116 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L20_all_pairs.png
+2026-02-24 04:56:47,808 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L20_both_correct.png
+2026-02-24 04:56:48,500 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L21_all_pairs.png
+2026-02-24 04:56:49,359 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L21_both_correct.png
+2026-02-24 04:56:50,059 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L22_all_pairs.png
+2026-02-24 04:56:50,745 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L22_both_correct.png
+2026-02-24 04:56:51,433 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L23_all_pairs.png
+2026-02-24 04:56:52,123 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L23_both_correct.png
+2026-02-24 04:56:52,811 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L24_all_pairs.png
+2026-02-24 04:56:53,498 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L24_both_correct.png
+2026-02-24 04:56:54,189 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L25_all_pairs.png
+2026-02-24 04:56:54,882 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L25_both_correct.png
+2026-02-24 04:56:55,758 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L26_all_pairs.png
+2026-02-24 04:56:56,454 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L26_both_correct.png
+2026-02-24 04:56:57,139 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L27_all_pairs.png
+2026-02-24 04:56:57,829 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap/heatmap_roborefer_L27_both_correct.png
+2026-02-24 04:56:57,829 - INFO -   [nvila/roborefer] Saved 56 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/heatmap
+2026-02-24 04:56:57,829 - INFO - 
+--- All-Layer PCA ---
+2026-02-24 04:56:57,830 - INFO -   [nvila/vanilla] Generating all-layer 2D PCA...
+2026-02-24 04:57:59,084 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 04:57:59,086 - INFO -   [nvila/vanilla] Generating all-layer 3D PCA...
+2026-02-24 04:59:26,490 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 04:59:26,491 - INFO -   [nvila/80k] Generating all-layer 2D PCA...
+2026-02-24 05:00:37,911 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 05:00:37,915 - INFO -   [nvila/80k] Generating all-layer 3D PCA...
+2026-02-24 05:02:06,527 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 05:02:06,528 - INFO -   [nvila/400k] Generating all-layer 2D PCA...
+2026-02-24 05:03:16,714 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 05:03:16,715 - INFO -   [nvila/400k] Generating all-layer 3D PCA...
+2026-02-24 05:04:55,830 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 05:04:55,831 - INFO -   [nvila/800k] Generating all-layer 2D PCA...
+2026-02-24 05:06:05,989 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 05:06:05,990 - INFO -   [nvila/800k] Generating all-layer 3D PCA...
+2026-02-24 05:07:30,833 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 05:07:30,834 - INFO -   [nvila/2m] Generating all-layer 2D PCA...
+2026-02-24 05:08:30,263 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 05:08:30,265 - INFO -   [nvila/2m] Generating all-layer 3D PCA...
+2026-02-24 05:09:50,127 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 05:09:50,127 - INFO -   [nvila/roborefer] Generating all-layer 2D PCA...
+2026-02-24 05:10:48,162 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca
+2026-02-24 05:10:48,162 - INFO -   [nvila/roborefer] Generating all-layer 3D PCA...
+2026-02-24 05:12:07,761 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pca_3d
+2026-02-24 05:12:07,761 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer

swap_analysis/logs/qwen/merge.log

@@ -0,0 +1,442 @@
+2026-02-24 05:06:50,180 - INFO - Logging to: /data/shared/Qwen/experiments/swap_analysis/logs/qwen.log
+2026-02-24 05:06:50,181 - INFO - 
+=== MERGE MODE ===
+2026-02-24 05:06:50,275 - INFO -   Loaded data for vanilla
+2026-02-24 05:06:50,367 - INFO -   Loaded data for 80k
+2026-02-24 05:06:50,574 - INFO -   Loaded data for 400k
+2026-02-24 05:06:50,664 - INFO -   Loaded data for 800k
+2026-02-24 05:06:50,753 - INFO -   Loaded data for 2m
+2026-02-24 05:06:52,155 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/cross_scale_sign_corrected.png
+2026-02-24 05:06:55,171 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/cross_scale_within_cat.png
+2026-02-24 05:06:57,125 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/delta_trajectory.png
+2026-02-24 05:06:58,540 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-24 05:07:01,534 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/both_correct/cross_scale_within_cat.png
+2026-02-24 05:07:03,087 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/both_correct/delta_trajectory.png
+2026-02-24 05:07:03,748 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/cross_scale_alignment.png
+2026-02-24 05:07:05,259 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pred_stats_bars.png
+2026-02-24 05:07:05,751 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pred_stats_trajectory.png
+2026-02-24 05:07:06,583 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/summary_barplot.png
+2026-02-24 05:07:06,589 - INFO - 
+--- Accuracy Charts ---
+2026-02-24 05:07:07,412 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/accuracy_group_bars.png
+2026-02-24 05:07:08,181 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/accuracy_trajectory.png
+2026-02-24 05:07:09,059 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/accuracy_category.png
+2026-02-24 05:07:09,617 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/category_accuracy_vanilla.png
+2026-02-24 05:07:10,151 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/category_accuracy_80k.png
+2026-02-24 05:07:11,044 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/category_accuracy_400k.png
+2026-02-24 05:07:11,581 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/category_accuracy_800k.png
+2026-02-24 05:07:12,112 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/category_accuracy_2m.png
+/data/shared/Qwen/experiments/swap_analysis/swap_analysis.py:2474: UserWarning: tight_layout not applied: number of columns in subplot specifications must be multiples of one another.
+  plt.tight_layout()
+2026-02-24 05:07:14,287 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/accuracy/accuracy_chart.png
+2026-02-24 05:07:14,287 - INFO - 
+--- Unifying Y-axis ---
+2026-02-24 05:07:14,287 - INFO -   [unify ylim] sign_corrected_consistency
+2026-02-24 05:07:17,408 - INFO -     all: y=[-0.0470, 0.6327], 5 scales
+2026-02-24 05:07:20,651 - INFO -     both_correct: y=[-0.0954, 0.8659], 5 scales
+2026-02-24 05:07:23,810 - INFO -     all_with_validity: y=[-0.0470, 0.6327], 5 scales
+2026-02-24 05:07:23,810 - INFO -   [unify ylim] within_cat_consistency
+2026-02-24 05:07:27,207 - INFO -     all: y=[-0.0482, 0.6367], 5 scales
+2026-02-24 05:07:30,322 - INFO -     both_correct: y=[-0.1553, 0.8742], 5 scales
+2026-02-24 05:07:34,028 - INFO -     all_with_validity: y=[-0.0482, 0.6367], 5 scales
+2026-02-24 05:07:34,030 - INFO -   [unify ylim] cross_alignment
+2026-02-24 05:07:37,159 - INFO -     all: y=[-0.3250, 0.7086], 5 scales
+2026-02-24 05:07:40,453 - INFO -     both_correct: y=[-0.3250, 0.7086], 5 scales
+2026-02-24 05:07:43,616 - INFO -     all_with_validity: y=[-0.3250, 0.7086], 5 scales
+2026-02-24 05:07:43,617 - INFO - 
+--- All-Layer Heatmaps ---
+2026-02-24 05:07:43,628 - INFO -   [qwen/vanilla] Generating heatmaps for 36 layers...
+2026-02-24 05:07:44,522 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L0_all_pairs.png
+2026-02-24 05:07:45,287 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L0_both_correct.png
+2026-02-24 05:07:46,072 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L1_all_pairs.png
+2026-02-24 05:07:47,077 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L1_both_correct.png
+2026-02-24 05:07:47,778 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L2_all_pairs.png
+2026-02-24 05:07:48,639 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L2_both_correct.png
+2026-02-24 05:07:49,333 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L3_all_pairs.png
+2026-02-24 05:07:50,074 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L3_both_correct.png
+2026-02-24 05:07:50,918 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L4_all_pairs.png
+2026-02-24 05:07:51,600 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L4_both_correct.png
+2026-02-24 05:07:52,440 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L5_all_pairs.png
+2026-02-24 05:07:53,123 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L5_both_correct.png
+2026-02-24 05:07:54,000 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L6_all_pairs.png
+2026-02-24 05:07:54,808 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L6_both_correct.png
+2026-02-24 05:07:55,519 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L7_all_pairs.png
+2026-02-24 05:07:56,208 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L7_both_correct.png
+2026-02-24 05:07:57,061 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L8_all_pairs.png
+2026-02-24 05:07:57,755 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L8_both_correct.png
+2026-02-24 05:07:58,454 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L9_all_pairs.png
+2026-02-24 05:07:59,314 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L9_both_correct.png
+2026-02-24 05:08:00,013 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L10_all_pairs.png
+2026-02-24 05:08:01,104 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L10_both_correct.png
+2026-02-24 05:08:01,801 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L11_all_pairs.png
+2026-02-24 05:08:02,488 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L11_both_correct.png
+2026-02-24 05:08:03,394 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L12_all_pairs.png
+2026-02-24 05:08:04,074 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L12_both_correct.png
+2026-02-24 05:08:04,767 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L13_all_pairs.png
+2026-02-24 05:08:05,617 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L13_both_correct.png
+2026-02-24 05:08:06,309 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L14_all_pairs.png
+2026-02-24 05:08:06,987 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L14_both_correct.png
+2026-02-24 05:08:07,975 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L15_all_pairs.png
+2026-02-24 05:08:08,659 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L15_both_correct.png
+2026-02-24 05:08:09,520 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L16_all_pairs.png
+2026-02-24 05:08:10,204 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L16_both_correct.png
+2026-02-24 05:08:10,914 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L17_all_pairs.png
+2026-02-24 05:08:11,825 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L17_both_correct.png
+2026-02-24 05:08:12,523 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L18_all_pairs.png
+2026-02-24 05:08:13,205 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L18_both_correct.png
+2026-02-24 05:08:14,045 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L19_all_pairs.png
+2026-02-24 05:08:14,942 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L19_both_correct.png
+2026-02-24 05:08:15,662 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L20_all_pairs.png
+2026-02-24 05:08:16,452 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L20_both_correct.png
+2026-02-24 05:08:17,152 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L21_all_pairs.png
+2026-02-24 05:08:17,928 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L21_both_correct.png
+2026-02-24 05:08:18,686 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L22_all_pairs.png
+2026-02-24 05:08:19,374 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L22_both_correct.png
+2026-02-24 05:08:20,255 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L23_all_pairs.png
+2026-02-24 05:08:20,937 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L23_both_correct.png
+2026-02-24 05:08:21,823 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L24_all_pairs.png
+2026-02-24 05:08:22,650 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L24_both_correct.png
+2026-02-24 05:08:23,345 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L25_all_pairs.png
+2026-02-24 05:08:24,062 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L25_both_correct.png
+2026-02-24 05:08:24,849 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L26_all_pairs.png
+2026-02-24 05:08:25,584 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L26_both_correct.png
+2026-02-24 05:08:26,288 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L27_all_pairs.png
+2026-02-24 05:08:27,082 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L27_both_correct.png
+2026-02-24 05:08:27,775 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L28_all_pairs.png
+2026-02-24 05:08:28,766 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L28_both_correct.png
+2026-02-24 05:08:29,483 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L29_all_pairs.png
+2026-02-24 05:08:30,165 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L29_both_correct.png
+2026-02-24 05:08:31,045 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L30_all_pairs.png
+2026-02-24 05:08:31,733 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L30_both_correct.png
+2026-02-24 05:08:32,435 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L31_all_pairs.png
+2026-02-24 05:08:33,126 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L31_both_correct.png
+2026-02-24 05:08:33,963 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L32_all_pairs.png
+2026-02-24 05:08:34,644 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L32_both_correct.png
+2026-02-24 05:08:35,522 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L33_all_pairs.png
+2026-02-24 05:08:36,230 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L33_both_correct.png
+2026-02-24 05:08:37,065 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L34_all_pairs.png
+2026-02-24 05:08:37,754 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L34_both_correct.png
+2026-02-24 05:08:38,450 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L35_all_pairs.png
+2026-02-24 05:08:39,279 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_vanilla_L35_both_correct.png
+2026-02-24 05:08:39,280 - INFO -   [qwen/vanilla] Saved 72 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap
+2026-02-24 05:08:39,287 - INFO -   [qwen/80k] Generating heatmaps for 36 layers...
+2026-02-24 05:08:40,019 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L0_all_pairs.png
+2026-02-24 05:08:40,709 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L0_both_correct.png
+2026-02-24 05:08:41,408 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L1_all_pairs.png
+2026-02-24 05:08:42,435 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L1_both_correct.png
+2026-02-24 05:08:43,127 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L2_all_pairs.png
+2026-02-24 05:08:43,803 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L2_both_correct.png
+2026-02-24 05:08:44,495 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L3_all_pairs.png
+2026-02-24 05:08:45,346 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L3_both_correct.png
+2026-02-24 05:08:46,041 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L4_all_pairs.png
+2026-02-24 05:08:46,716 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L4_both_correct.png
+2026-02-24 05:08:47,411 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L5_all_pairs.png
+2026-02-24 05:08:48,245 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L5_both_correct.png
+2026-02-24 05:08:49,108 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L6_all_pairs.png
+2026-02-24 05:08:49,785 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L6_both_correct.png
+2026-02-24 05:08:50,565 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L7_all_pairs.png
+2026-02-24 05:08:51,311 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L7_both_correct.png
+2026-02-24 05:08:52,002 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L8_all_pairs.png
+2026-02-24 05:08:52,681 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L8_both_correct.png
+2026-02-24 05:08:53,453 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L9_all_pairs.png
+2026-02-24 05:08:54,200 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L9_both_correct.png
+2026-02-24 05:08:54,895 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L10_all_pairs.png
+2026-02-24 05:08:55,758 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L10_both_correct.png
+2026-02-24 05:08:56,624 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L11_all_pairs.png
+2026-02-24 05:08:57,313 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L11_both_correct.png
+2026-02-24 05:08:58,013 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L12_all_pairs.png
+2026-02-24 05:08:58,694 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L12_both_correct.png
+2026-02-24 05:08:59,566 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L13_all_pairs.png
+2026-02-24 05:09:00,243 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L13_both_correct.png
+2026-02-24 05:09:00,937 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L14_all_pairs.png
+2026-02-24 05:09:01,615 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L14_both_correct.png
+2026-02-24 05:09:02,600 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L15_all_pairs.png
+2026-02-24 05:09:03,273 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L15_both_correct.png
+2026-02-24 05:09:03,965 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L16_all_pairs.png
+2026-02-24 05:09:04,647 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L16_both_correct.png
+2026-02-24 05:09:05,528 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L17_all_pairs.png
+2026-02-24 05:09:06,269 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L17_both_correct.png
+2026-02-24 05:09:06,962 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L18_all_pairs.png
+2026-02-24 05:09:07,701 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L18_both_correct.png
+2026-02-24 05:09:08,473 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L19_all_pairs.png
+2026-02-24 05:09:09,320 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L19_both_correct.png
+2026-02-24 05:09:10,017 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L20_all_pairs.png
+2026-02-24 05:09:10,866 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L20_both_correct.png
+2026-02-24 05:09:11,558 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L21_all_pairs.png
+2026-02-24 05:09:12,234 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L21_both_correct.png
+2026-02-24 05:09:12,928 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L22_all_pairs.png
+2026-02-24 05:09:13,749 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L22_both_correct.png
+2026-02-24 05:09:14,449 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L23_all_pairs.png
+2026-02-24 05:09:15,126 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L23_both_correct.png
+2026-02-24 05:09:15,826 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L24_all_pairs.png
+2026-02-24 05:09:16,847 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L24_both_correct.png
+2026-02-24 05:09:17,548 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L25_all_pairs.png
+2026-02-24 05:09:18,236 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L25_both_correct.png
+2026-02-24 05:09:18,983 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L26_all_pairs.png
+2026-02-24 05:09:19,746 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L26_both_correct.png
+2026-02-24 05:09:20,446 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L27_all_pairs.png
+2026-02-24 05:09:21,134 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L27_both_correct.png
+2026-02-24 05:09:21,969 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L28_all_pairs.png
+2026-02-24 05:09:22,678 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L28_both_correct.png
+2026-02-24 05:09:23,569 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L29_all_pairs.png
+2026-02-24 05:09:24,252 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L29_both_correct.png
+2026-02-24 05:09:25,157 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L30_all_pairs.png
+2026-02-24 05:09:25,852 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L30_both_correct.png
+2026-02-24 05:09:26,547 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L31_all_pairs.png
+2026-02-24 05:09:27,224 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L31_both_correct.png
+2026-02-24 05:09:28,097 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L32_all_pairs.png
+2026-02-24 05:09:28,778 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L32_both_correct.png
+2026-02-24 05:09:29,475 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L33_all_pairs.png
+2026-02-24 05:09:30,347 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L33_both_correct.png
+2026-02-24 05:09:31,138 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L34_all_pairs.png
+2026-02-24 05:09:31,817 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L34_both_correct.png
+2026-02-24 05:09:32,518 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L35_all_pairs.png
+2026-02-24 05:09:33,286 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_80k_L35_both_correct.png
+2026-02-24 05:09:33,286 - INFO -   [qwen/80k] Saved 72 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap
+2026-02-24 05:09:33,292 - INFO -   [qwen/400k] Generating heatmaps for 36 layers...
+2026-02-24 05:09:34,042 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L0_all_pairs.png
+2026-02-24 05:09:34,623 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L0_both_correct.png
+2026-02-24 05:09:35,315 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L1_all_pairs.png
+2026-02-24 05:09:35,894 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L1_both_correct.png
+2026-02-24 05:09:36,943 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L2_all_pairs.png
+2026-02-24 05:09:37,557 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L2_both_correct.png
+2026-02-24 05:09:38,252 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L3_all_pairs.png
+2026-02-24 05:09:38,857 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L3_both_correct.png
+2026-02-24 05:09:39,674 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L4_all_pairs.png
+2026-02-24 05:09:40,260 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L4_both_correct.png
+2026-02-24 05:09:40,952 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L5_all_pairs.png
+2026-02-24 05:09:41,537 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L5_both_correct.png
+2026-02-24 05:09:42,391 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L6_all_pairs.png
+2026-02-24 05:09:42,982 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L6_both_correct.png
+2026-02-24 05:09:43,889 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L7_all_pairs.png
+2026-02-24 05:09:44,477 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L7_both_correct.png
+2026-02-24 05:09:45,363 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L8_all_pairs.png
+2026-02-24 05:09:45,975 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L8_both_correct.png
+2026-02-24 05:09:46,678 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L9_all_pairs.png
+2026-02-24 05:09:47,260 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L9_both_correct.png
+2026-02-24 05:09:48,167 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L10_all_pairs.png
+2026-02-24 05:09:48,748 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L10_both_correct.png
+2026-02-24 05:09:49,441 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L11_all_pairs.png
+2026-02-24 05:09:50,022 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L11_both_correct.png
+2026-02-24 05:09:51,047 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L12_all_pairs.png
+2026-02-24 05:09:51,627 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L12_both_correct.png
+2026-02-24 05:09:52,318 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L13_all_pairs.png
+2026-02-24 05:09:53,054 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L13_both_correct.png
+2026-02-24 05:09:53,745 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L14_all_pairs.png
+2026-02-24 05:09:54,327 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L14_both_correct.png
+2026-02-24 05:09:55,207 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L15_all_pairs.png
+2026-02-24 05:09:55,787 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L15_both_correct.png
+2026-02-24 05:09:56,478 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L16_all_pairs.png
+2026-02-24 05:09:57,238 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L16_both_correct.png
+2026-02-24 05:09:58,090 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L17_all_pairs.png
+2026-02-24 05:09:58,722 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L17_both_correct.png
+2026-02-24 05:09:59,524 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L18_all_pairs.png
+2026-02-24 05:10:00,108 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L18_both_correct.png
+2026-02-24 05:10:00,863 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L19_all_pairs.png
+2026-02-24 05:10:01,521 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L19_both_correct.png
+2026-02-24 05:10:02,216 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L20_all_pairs.png
+2026-02-24 05:10:02,863 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L20_both_correct.png
+2026-02-24 05:10:03,653 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L21_all_pairs.png
+2026-02-24 05:10:04,234 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L21_both_correct.png
+2026-02-24 05:10:05,171 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L22_all_pairs.png
+2026-02-24 05:10:05,813 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L22_both_correct.png
+2026-02-24 05:10:06,509 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L23_all_pairs.png
+2026-02-24 05:10:07,155 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L23_both_correct.png
+2026-02-24 05:10:07,926 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L24_all_pairs.png
+2026-02-24 05:10:08,511 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L24_both_correct.png
+2026-02-24 05:10:09,309 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L25_all_pairs.png
+2026-02-24 05:10:09,939 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L25_both_correct.png
+2026-02-24 05:10:10,631 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L26_all_pairs.png
+2026-02-24 05:10:11,307 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L26_both_correct.png
+2026-02-24 05:10:12,246 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L27_all_pairs.png
+2026-02-24 05:10:12,833 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L27_both_correct.png
+2026-02-24 05:10:13,685 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L28_all_pairs.png
+2026-02-24 05:10:14,292 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L28_both_correct.png
+2026-02-24 05:10:14,995 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L29_all_pairs.png
+2026-02-24 05:10:15,776 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L29_both_correct.png
+2026-02-24 05:10:16,493 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L30_all_pairs.png
+2026-02-24 05:10:17,085 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L30_both_correct.png
+2026-02-24 05:10:17,966 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L31_all_pairs.png
+2026-02-24 05:10:18,556 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L31_both_correct.png
+2026-02-24 05:10:19,508 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L32_all_pairs.png
+2026-02-24 05:10:20,178 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L32_both_correct.png
+2026-02-24 05:10:20,876 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L33_all_pairs.png
+2026-02-24 05:10:21,465 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L33_both_correct.png
+2026-02-24 05:10:22,329 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L34_all_pairs.png
+2026-02-24 05:10:22,919 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L34_both_correct.png
+2026-02-24 05:10:23,624 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L35_all_pairs.png
+2026-02-24 05:10:24,366 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_400k_L35_both_correct.png
+2026-02-24 05:10:24,366 - INFO -   [qwen/400k] Saved 72 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap
+2026-02-24 05:10:24,372 - INFO -   [qwen/800k] Generating heatmaps for 36 layers...
+2026-02-24 05:10:25,095 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L0_all_pairs.png
+2026-02-24 05:10:25,708 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L0_both_correct.png
+2026-02-24 05:10:26,582 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L1_all_pairs.png
+2026-02-24 05:10:27,447 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L1_both_correct.png
+2026-02-24 05:10:28,336 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L2_all_pairs.png
+2026-02-24 05:10:28,922 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L2_both_correct.png
+2026-02-24 05:10:29,619 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L3_all_pairs.png
+2026-02-24 05:10:30,379 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L3_both_correct.png
+2026-02-24 05:10:31,071 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L4_all_pairs.png
+2026-02-24 05:10:31,653 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L4_both_correct.png
+2026-02-24 05:10:32,544 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L5_all_pairs.png
+2026-02-24 05:10:33,125 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L5_both_correct.png
+2026-02-24 05:10:33,818 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L6_all_pairs.png
+2026-02-24 05:10:34,582 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L6_both_correct.png
+2026-02-24 05:10:35,272 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L7_all_pairs.png
+2026-02-24 05:10:35,854 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L7_both_correct.png
+2026-02-24 05:10:36,858 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L8_all_pairs.png
+2026-02-24 05:10:37,440 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L8_both_correct.png
+2026-02-24 05:10:38,171 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L9_all_pairs.png
+2026-02-24 05:10:38,851 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L9_both_correct.png
+2026-02-24 05:10:39,545 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L10_all_pairs.png
+2026-02-24 05:10:40,183 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L10_both_correct.png
+2026-02-24 05:10:40,967 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L11_all_pairs.png
+2026-02-24 05:10:41,546 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L11_both_correct.png
+2026-02-24 05:10:42,248 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L12_all_pairs.png
+2026-02-24 05:10:42,968 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L12_both_correct.png
+2026-02-24 05:10:43,825 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L13_all_pairs.png
+2026-02-24 05:10:44,456 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L13_both_correct.png
+2026-02-24 05:10:45,234 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L14_all_pairs.png
+2026-02-24 05:10:45,814 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L14_both_correct.png
+2026-02-24 05:10:46,595 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L15_all_pairs.png
+2026-02-24 05:10:47,246 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L15_both_correct.png
+2026-02-24 05:10:47,946 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L16_all_pairs.png
+2026-02-24 05:10:48,647 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L16_both_correct.png
+2026-02-24 05:10:49,403 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L17_all_pairs.png
+2026-02-24 05:10:49,990 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L17_both_correct.png
+2026-02-24 05:10:50,690 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L18_all_pairs.png
+2026-02-24 05:10:51,550 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L18_both_correct.png
+2026-02-24 05:10:52,314 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L19_all_pairs.png
+2026-02-24 05:10:52,895 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L19_both_correct.png
+2026-02-24 05:10:53,591 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L20_all_pairs.png
+2026-02-24 05:10:54,229 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L20_both_correct.png
+2026-02-24 05:10:55,011 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L21_all_pairs.png
+2026-02-24 05:10:55,593 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L21_both_correct.png
+2026-02-24 05:10:56,289 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L22_all_pairs.png
+2026-02-24 05:10:56,888 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L22_both_correct.png
+2026-02-24 05:10:57,692 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L23_all_pairs.png
+2026-02-24 05:10:58,460 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L23_both_correct.png
+2026-02-24 05:10:59,154 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L24_all_pairs.png
+2026-02-24 05:10:59,737 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L24_both_correct.png
+2026-02-24 05:11:00,581 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L25_all_pairs.png
+2026-02-24 05:11:01,163 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L25_both_correct.png
+2026-02-24 05:11:01,858 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L26_all_pairs.png
+2026-02-24 05:11:02,447 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L26_both_correct.png
+2026-02-24 05:11:03,298 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L27_all_pairs.png
+2026-02-24 05:11:03,878 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L27_both_correct.png
+2026-02-24 05:11:04,576 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L28_all_pairs.png
+2026-02-24 05:11:05,372 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L28_both_correct.png
+2026-02-24 05:11:06,165 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L29_all_pairs.png
+2026-02-24 05:11:06,748 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L29_both_correct.png
+2026-02-24 05:11:07,444 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L30_all_pairs.png
+2026-02-24 05:11:08,029 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L30_both_correct.png
+2026-02-24 05:11:08,853 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L31_all_pairs.png
+2026-02-24 05:11:09,435 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L31_both_correct.png
+2026-02-24 05:11:10,126 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L32_all_pairs.png
+2026-02-24 05:11:10,704 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L32_both_correct.png
+2026-02-24 05:11:11,605 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L33_all_pairs.png
+2026-02-24 05:11:12,363 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L33_both_correct.png
+2026-02-24 05:11:13,067 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L34_all_pairs.png
+2026-02-24 05:11:13,656 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L34_both_correct.png
+2026-02-24 05:11:14,589 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L35_all_pairs.png
+2026-02-24 05:11:15,239 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_800k_L35_both_correct.png
+2026-02-24 05:11:15,239 - INFO -   [qwen/800k] Saved 72 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap
+2026-02-24 05:11:15,243 - INFO -   [qwen/2m] Generating heatmaps for 36 layers...
+2026-02-24 05:11:15,947 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L0_all_pairs.png
+2026-02-24 05:11:16,535 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L0_both_correct.png
+2026-02-24 05:11:17,429 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L1_all_pairs.png
+2026-02-24 05:11:18,011 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L1_both_correct.png
+2026-02-24 05:11:18,710 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L2_all_pairs.png
+2026-02-24 05:11:19,457 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L2_both_correct.png
+2026-02-24 05:11:20,315 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L3_all_pairs.png
+2026-02-24 05:11:20,898 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L3_both_correct.png
+2026-02-24 05:11:21,598 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L4_all_pairs.png
+2026-02-24 05:11:22,218 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L4_both_correct.png
+2026-02-24 05:11:23,101 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L5_all_pairs.png
+2026-02-24 05:11:23,687 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L5_both_correct.png
+2026-02-24 05:11:24,383 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L6_all_pairs.png
+2026-02-24 05:11:24,979 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L6_both_correct.png
+2026-02-24 05:11:25,863 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L7_all_pairs.png
+2026-02-24 05:11:26,604 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L7_both_correct.png
+2026-02-24 05:11:27,304 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L8_all_pairs.png
+2026-02-24 05:11:27,895 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L8_both_correct.png
+2026-02-24 05:11:28,746 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L9_all_pairs.png
+2026-02-24 05:11:29,329 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L9_both_correct.png
+2026-02-24 05:11:30,024 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L10_all_pairs.png
+2026-02-24 05:11:30,607 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L10_both_correct.png
+2026-02-24 05:11:31,479 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L11_all_pairs.png
+2026-02-24 05:11:32,061 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L11_both_correct.png
+2026-02-24 05:11:32,755 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L12_all_pairs.png
+2026-02-24 05:11:33,510 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L12_both_correct.png
+2026-02-24 05:11:34,366 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L13_all_pairs.png
+2026-02-24 05:11:34,947 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L13_both_correct.png
+2026-02-24 05:11:35,637 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L14_all_pairs.png
+2026-02-24 05:11:36,218 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L14_both_correct.png
+2026-02-24 05:11:37,087 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L15_all_pairs.png
+2026-02-24 05:11:37,667 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L15_both_correct.png
+2026-02-24 05:11:38,359 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L16_all_pairs.png
+2026-02-24 05:11:38,939 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L16_both_correct.png
+2026-02-24 05:11:39,818 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L17_all_pairs.png
+2026-02-24 05:11:40,559 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L17_both_correct.png
+2026-02-24 05:11:41,251 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L18_all_pairs.png
+2026-02-24 05:11:41,832 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L18_both_correct.png
+2026-02-24 05:11:42,717 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L19_all_pairs.png
+2026-02-24 05:11:43,304 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L19_both_correct.png
+2026-02-24 05:11:44,006 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L20_all_pairs.png
+2026-02-24 05:11:44,600 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L20_both_correct.png
+2026-02-24 05:11:45,489 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L21_all_pairs.png
+2026-02-24 05:11:46,076 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L21_both_correct.png
+2026-02-24 05:11:46,775 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L22_all_pairs.png
+2026-02-24 05:11:47,560 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L22_both_correct.png
+2026-02-24 05:11:48,424 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L23_all_pairs.png
+2026-02-24 05:11:49,016 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L23_both_correct.png
+2026-02-24 05:11:49,716 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L24_all_pairs.png
+2026-02-24 05:11:50,302 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L24_both_correct.png
+2026-02-24 05:11:51,107 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L25_all_pairs.png
+2026-02-24 05:11:51,744 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L25_both_correct.png
+2026-02-24 05:11:52,445 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L26_all_pairs.png
+2026-02-24 05:11:53,033 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L26_both_correct.png
+2026-02-24 05:11:53,833 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L27_all_pairs.png
+2026-02-24 05:11:54,587 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L27_both_correct.png
+2026-02-24 05:11:55,509 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L28_all_pairs.png
+2026-02-24 05:11:56,097 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L28_both_correct.png
+2026-02-24 05:11:56,984 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L29_all_pairs.png
+2026-02-24 05:11:57,576 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L29_both_correct.png
+2026-02-24 05:11:58,269 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L30_all_pairs.png
+2026-02-24 05:11:58,857 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L30_both_correct.png
+2026-02-24 05:11:59,642 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L31_all_pairs.png
+2026-02-24 05:12:00,309 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L31_both_correct.png
+2026-02-24 05:12:01,006 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L32_all_pairs.png
+2026-02-24 05:12:01,597 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L32_both_correct.png
+2026-02-24 05:12:02,704 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L33_all_pairs.png
+2026-02-24 05:12:03,288 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L33_both_correct.png
+2026-02-24 05:12:03,991 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L34_all_pairs.png
+2026-02-24 05:12:04,585 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L34_both_correct.png
+2026-02-24 05:12:05,526 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L35_all_pairs.png
+2026-02-24 05:12:06,113 - INFO - Saved delta heatmap: /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap/heatmap_2m_L35_both_correct.png
+2026-02-24 05:12:06,113 - INFO -   [qwen/2m] Saved 72 heatmaps → /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/heatmap
+2026-02-24 05:12:06,113 - INFO - 
+--- All-Layer PCA ---
+2026-02-24 05:12:06,114 - INFO -   [qwen/vanilla] Generating all-layer 2D PCA...
+2026-02-24 05:13:22,210 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca
+2026-02-24 05:13:22,212 - INFO -   [qwen/vanilla] Generating all-layer 3D PCA...
+2026-02-24 05:15:07,383 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca_3d
+2026-02-24 05:15:07,385 - INFO -   [qwen/80k] Generating all-layer 2D PCA...
+2026-02-24 05:16:24,264 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca
+2026-02-24 05:16:24,267 - INFO -   [qwen/80k] Generating all-layer 3D PCA...
+2026-02-24 05:18:08,797 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca_3d
+2026-02-24 05:18:08,800 - INFO -   [qwen/400k] Generating all-layer 2D PCA...
+2026-02-24 05:19:24,966 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca
+2026-02-24 05:19:24,967 - INFO -   [qwen/400k] Generating all-layer 3D PCA...
+2026-02-24 05:21:06,550 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca_3d
+2026-02-24 05:21:06,552 - INFO -   [qwen/800k] Generating all-layer 2D PCA...
+2026-02-24 05:22:21,824 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca
+2026-02-24 05:22:21,825 - INFO -   [qwen/800k] Generating all-layer 3D PCA...
+2026-02-24 05:24:03,154 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca_3d
+2026-02-24 05:24:03,155 - INFO -   [qwen/2m] Generating all-layer 2D PCA...
+2026-02-24 05:25:17,990 - INFO - Saved PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca
+2026-02-24 05:25:17,992 - INFO -   [qwen/2m] Generating all-layer 3D PCA...
+2026-02-24 05:26:59,382 - INFO - Saved 3D PCA plots to /data/shared/Qwen/experiments/swap_analysis/results/qwen/plots/all/pca_3d
+2026-02-24 05:26:59,383 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/qwen

swap_analysis/logs_0215/molmo/merge.log

@@ -0,0 +1,19 @@
+2026-02-15 03:37:12,104 - INFO - 
+=== MERGE MODE ===
+2026-02-15 03:37:12,304 - INFO -   Loaded data for vanilla
+2026-02-15 03:37:12,487 - INFO -   Loaded data for 80k
+2026-02-15 03:37:12,759 - INFO -   Loaded data for 400k
+2026-02-15 03:37:13,039 - INFO -   Loaded data for 800k
+2026-02-15 03:37:13,397 - INFO -   Loaded data for 2m
+2026-02-15 03:37:17,425 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/cross_scale_sign_corrected.png
+2026-02-15 03:37:25,030 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/cross_scale_within_cat.png
+2026-02-15 03:37:28,521 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/delta_trajectory.png
+2026-02-15 03:37:32,032 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-15 03:37:37,452 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/cross_scale_within_cat.png
+2026-02-15 03:37:40,755 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/both_correct/delta_trajectory.png
+2026-02-15 03:37:43,465 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pred_stats_bars.png
+2026-02-15 03:37:44,569 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/pred_stats_trajectory.png
+2026-02-15 03:37:45,785 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/molmo/plots/all/summary_barplot.png
+2026-02-15 03:37:45,802 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/molmo

swap_analysis/logs_0215/nvila/merge.log

@@ -0,0 +1,20 @@
+2026-02-15 04:04:14,188 - INFO - 
+=== MERGE MODE ===
+2026-02-15 04:04:14,277 - INFO -   Loaded data for vanilla
+2026-02-15 04:04:14,348 - INFO -   Loaded data for 80k
+2026-02-15 04:04:14,425 - INFO -   Loaded data for 400k
+2026-02-15 04:04:14,496 - INFO -   Loaded data for 800k
+2026-02-15 04:04:14,572 - INFO -   Loaded data for 2m
+2026-02-15 04:04:14,657 - INFO -   Loaded data for roborefer
+2026-02-15 04:04:16,368 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/cross_scale_sign_corrected.png
+2026-02-15 04:04:19,350 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/cross_scale_within_cat.png
+2026-02-15 04:04:20,911 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/delta_trajectory.png
+2026-02-15 04:04:22,395 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-15 04:04:25,623 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/cross_scale_within_cat.png
+2026-02-15 04:04:27,156 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/both_correct/delta_trajectory.png
+2026-02-15 04:04:28,361 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pred_stats_bars.png
+2026-02-15 04:04:28,948 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/pred_stats_trajectory.png
+2026-02-15 04:04:29,966 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila/plots/all/summary_barplot.png
+2026-02-15 04:04:29,972 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/nvila

swap_analysis/logs_0215/nvila/merge_with_roborefer.log

@@ -0,0 +1,20 @@
+2026-02-15 04:04:36,890 - INFO - 
+=== MERGE MODE ===
+2026-02-15 04:04:36,965 - INFO -   Loaded data for vanilla
+2026-02-15 04:04:37,037 - INFO -   Loaded data for 80k
+2026-02-15 04:04:37,110 - INFO -   Loaded data for 400k
+2026-02-15 04:04:37,183 - INFO -   Loaded data for 800k
+2026-02-15 04:04:37,253 - INFO -   Loaded data for 2m
+2026-02-15 04:04:37,324 - INFO -   Loaded data for roborefer
+2026-02-15 04:04:38,939 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/cross_scale_sign_corrected.png
+2026-02-15 04:04:41,970 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/cross_scale_within_cat.png
+2026-02-15 04:04:43,531 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/delta_trajectory.png
+2026-02-15 04:04:45,013 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/cross_scale_sign_corrected.png
+2026-02-15 04:04:48,191 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/cross_scale_within_cat.png
+2026-02-15 04:04:49,816 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/both_correct/delta_trajectory.png
+2026-02-15 04:04:51,042 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/pred_stats_bars.png
+2026-02-15 04:04:51,624 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/pred_stats_trajectory.png
+2026-02-15 04:04:52,672 - INFO - Saved: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer/plots/all/summary_barplot.png
+2026-02-15 04:04:52,678 - INFO - 
+=== Merge Complete ===
+Results in: /data/shared/Qwen/experiments/swap_analysis/results/nvila_with_roborefer