diff --git "a/log.txt" "b/log.txt" new file mode 100644--- /dev/null +++ "b/log.txt" @@ -0,0 +1,4530 @@ + +════════════════════════════════════════════════════════════ +EXPERIMENT: c18f71d2fda1d5ad6667f65d161f47e3 +════════════════════════════════════════════════════════════ + Output: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm + + +══════════════════════════════════════════════════════════════════════ +PREFERENCE ANALYSIS: Qwen3-4B-Instruct-2507 +══════════════════════════════════════════════════════════════════════ + + Total samples: 64 + + Choices: + short_term: 25/64 ( 39.1%) + long_term: 39/64 ( 60.9%) + + Rationality (choice matches economic optimum given horizon): + rational: 33/64 ( 51.6%) + irrational: 31/64 ( 48.4%) + + Association (choice time closest to horizon): + associated: 39/64 ( 60.9%) + non-associated: 25/64 ( 39.1%) + +────────────────────────────────────────────────────────────────────── +BY TIME HORIZON +────────────────────────────────────────────────────────────────────── + + Horizon │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + 1yr │ 16 │ 100.0% │ 0.0% │ 100.0% │ 100.0% + 7yr │ 16 │ 56.2% │ 43.8% │ 56.2% │ 93.8% + 15yr │ 16 │ 0.0% │ 100.0% │ 50.0% │ 50.0% + no horizon │ 16 │ 0.0% │ 100.0% │ 0.0% │ 0.0% + + +────────────────────────────────────────────────────────────────────── +BY SHORT-TERM REWARD +────────────────────────────────────────────────────────────────────── + + Reward │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + $1,000 │ 32 │ 40.6% │ 59.4% │ 53.1% │ 59.4% + $2,500 │ 32 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + + +────────────────────────────────────────────────────────────────────── +BY LONG-TERM REWARD +────────────────────────────────────────────────────────────────────── + + Reward │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + $30,000 │ 32 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + $100,000 │ 32 │ 40.6% │ 59.4% │ 53.1% │ 59.4% + + +────────────────────────────────────────────────────────────────────── +BY REWARD RATIO (long/short) +────────────────────────────────────────────────────────────────────── + + Ratio │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + 12.00x │ 16 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + 30.00x │ 16 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + 40.00x │ 16 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + 100.00x │ 16 │ 43.8% │ 56.2% │ 56.2% │ 56.2% + + +─────────────────��──────────────────────────────────────────────────── +BY SHORT-TERM DELIVERY TIME +────────────────────────────────────────────────────────────────────── + + Time │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + 6mo │ 32 │ 37.5% │ 62.5% │ 50.0% │ 62.5% + 1yr │ 32 │ 40.6% │ 59.4% │ 53.1% │ 59.4% + + +────────────────────────────────────────────────────────────────────── +BY LONG-TERM DELIVERY TIME +────────────────────────────────────────────────────────────────────── + + Time │ N │ Short │ Long │ Rational │ Associated + ─────────────┼──────┼───────┼───────┼──────────┼─────────── + 10yr │ 32 │ 28.1% │ 71.9% │ 53.1% │ 71.9% + 30yr │ 32 │ 50.0% │ 50.0% │ 50.0% │ 50.0% + +══════════════════════════════════════════════════════════════════════ + +[ctx] Found 25 contrastive prefs, using 25 +[ctx] Building pair 1/25 Loading Qwen/Qwen3-4B-Instruct-2507 on mps (HuggingFace)... + Loading weights: 0%| | 0/398 [00:00 corrupted: 0 + clean < corrupted: 12 + clean == corrupted: 2 + half_horizon: 11 pairs + clean has horizon: 11 + corrupted has horizon: 0 + no_horizon: 0 pairs +[pair] Saved pair analysis to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm + labels: 25 pairs + same_labels: 25 + different_labels: 0 + order: 25 pairs + same_order: 25 + both_short_first: 25 + both_long_first: 0 + different_order: 0 +[attr] Loaded cached pair 1 +[attr] Loaded cached pair 2 +[attr] Loaded cached pair 3 +[attr] Loaded cached pair 4 +[attr] Loaded cached pair 5 +[attr] Loaded cached pair 6 +[attr] Loaded cached pair 7 +[attr] Loaded cached pair 8 +[attr] Loaded cached pair 9 +[attr] Loaded cached pair 10 +[attr] Loaded cached pair 11 +[attr] Loaded cached pair 12 +[attr] Loaded cached pair 13 +[attr] Loaded cached pair 14 +[attr] Loaded cached pair 15 +[attr] Loaded cached pair 16 +[attr] Loaded cached pair 17 +[attr] Loaded cached pair 18 +[attr] Loaded cached pair 19 +[attr] Loaded cached pair 20 +[attr] Loaded cached pair 21 +[attr] Loaded cached pair 22 +[attr] Loaded cached pair 23 +[attr] Loaded cached pair 24 +[attr] Loaded cached pair 25 +[attr] Attribution: 25 loaded from cache, 50 total +Attribution Patching (25 denoising, 25 noising): + Denoising aggregated: +Attribution results (25 pairs): + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 0.6938, Mean(|x|): 0.0032 + Top 3: + L31 @ pos 143: 0.6938 + L31 @ pos 142: 0.5451 + L35 @ pos 143: 0.5036 + eap (resid_post): + Shape: 36 layers x 147 positions + Max: 9.5188, Mean(|x|): 0.1540 + Top 3: + L35 @ pos 143: 9.5188 + L34 @ pos 143: 8.6241 + L33 @ pos 143: 7.8634 + eap (attn_out): + Shape: 36 layers x 147 positions + Max: 3.0155, Mean(|x|): 0.0310 + Top 3: + L24 @ pos 143: 3.0155 + L25 @ pos 143: -2.3007 + L21 @ pos 143: 1.6686 + standard (mlp_out): + Shape: 36 layers x 147 positions + Max: 2.1291, Mean(|x|): 0.0358 + Top 3: + L31 @ pos 143: 2.1291 + L35 @ pos 143: 1.9402 + L12 @ pos 43: -1.8319 + standard (attn_out): + Shape: 36 layers x 147 positions + Max: 3.0155, Mean(|x|): 0.0310 + Top 3: + L24 @ pos 143: 3.0155 + L25 @ pos 143: -2.3007 + L21 @ pos 143: 1.6686 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.2762, Mean(|x|): 0.0029 + Top 3: + L35 @ pos 143: -1.2762 + L35 @ pos 132: -0.3490 + L24 @ pos 143: 0.2591 + eap (resid_post): + Shape: 36 layers x 147 positions + Max: 9.5188, Mean(|x|): 0.1540 + Top 3: + L35 @ pos 143: 9.5188 + L34 @ pos 143: 8.6241 + L33 @ pos 143: 7.8634 + eap (attn_out): + Shape: 36 layers x 147 positions + Max: 3.0155, Mean(|x|): 0.0310 + Top 3: + L24 @ pos 143: 3.0155 + L25 @ pos 143: -2.3007 + L21 @ pos 143: 1.6686 + eap (resid_post): + Shape: 36 layers x 147 positions + Max: 9.5188, Mean(|x|): 0.1540 + Top 3: + L35 @ pos 143: 9.5188 + L34 @ pos 143: 8.6241 + L33 @ pos 143: 7.8634 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 2.3897, Mean(|x|): 0.0150 + Top 3: + L35 @ pos 142: 2.3897 + L35 @ pos 143: 2.0134 + L34 @ pos 143: 1.7122 + eap (mlp_out): + Shape: 36 layers x 147 positions + Max: 2.1291, Mean(|x|): 0.0358 + Top 3: + L31 @ pos 143: 2.1291 + L35 @ pos 143: 1.9402 + L12 @ pos 43: -1.8319 + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 0.7008, Mean(|x|): 0.0038 + Top 3: + L31 @ pos 143: 0.7008 + L31 @ pos 142: 0.5492 + L35 @ pos 143: 0.5021 + eap (attn_out): + Shape: 36 layers x 147 positions + Max: 3.0155, Mean(|x|): 0.0310 + Top 3: + L24 @ pos 143: 3.0155 + L25 @ pos 143: -2.3007 + L21 @ pos 143: 1.6686 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 2.3681, Mean(|x|): 0.0152 + Top 3: + L35 @ pos 142: 2.3681 + L35 @ pos 143: 1.9901 + L34 @ pos 143: 1.6804 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.2822, Mean(|x|): 0.0026 + Top 3: + L35 @ pos 143: -1.2822 + L35 @ pos 132: -0.3328 + L24 @ pos 143: 0.2425 + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 0.7082, Mean(|x|): 0.0037 + Top 3: + L31 @ pos 143: 0.7082 + L31 @ pos 142: 0.5558 + L35 @ pos 143: 0.5072 + eap (mlp_out): + Shape: 36 layers x 147 positions + Max: 2.1291, Mean(|x|): 0.0358 + Top 3: + L31 @ pos 143: 2.1291 + L35 @ pos 143: 1.9402 + L12 @ pos 43: -1.8319 + standard (resid_post): + Shape: 36 layers x 147 positions + Max: 9.5188, Mean(|x|): 0.1540 + Top 3: + L35 @ pos 143: 9.5188 + L34 @ pos 143: 8.6241 + L33 @ pos 143: 7.8634 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 2.3640, Mean(|x|): 0.0136 + Top 3: + L35 @ pos 142: 2.3640 + L35 @ pos 143: 1.9992 + L34 @ pos 143: 1.6790 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.2926, Mean(|x|): 0.0028 + Top 3: + L35 @ pos 143: -1.2926 + L35 @ pos 132: -0.3434 + L24 @ pos 143: 0.2804 + eap (mlp_out): + Shape: 36 layers x 147 positions + Max: 2.1291, Mean(|x|): 0.0358 + Top 3: + L31 @ pos 143: 2.1291 + L35 @ pos 143: 1.9402 + L12 @ pos 43: -1.8319 + +Top 5 overall: + L35 @ pos 143: 9.5188 (resid_post) + L35 @ pos 143: 9.5188 (resid_post) + L35 @ pos 143: 9.5188 (resid_post) + L35 @ pos 143: 9.5188 (resid_post) + L34 @ pos 143: 8.6241 (resid_post) + Noising aggregated: +Attribution results (25 pairs): + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 1.0703, Mean(|x|): 0.0046 + Top 3: + L31 @ pos 143: -1.0703 + L31 @ pos 144: -0.7645 + L35 @ pos 144: -0.6930 + eap (resid_post): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 143: nan + L35 @ pos 144: nan + L34 @ pos 144: -749.6000 + eap (attn_out): + Shape: 36 layers x 146 positions + Max: 58.6597, Mean(|x|): 0.0385 + Top 3: + L35 @ pos 144: 58.6597 + L35 @ pos 145: 43.7512 + L35 @ pos 143: 18.8438 + standard (mlp_out): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L32 @ pos 144: nan + L26 @ pos 144: nan + L35 @ pos 143: nan + standard (attn_out): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 145: nan + L33 @ pos 143: -65.7170 + L32 @ pos 144: -41.0688 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.3105, Mean(|x|): 0.0043 + Top 3: + L35 @ pos 143: 1.3105 + L24 @ pos 143: -1.0075 + L25 @ pos 143: 0.6398 + eap (resid_post): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 144: nan + L35 @ pos 143: nan + L34 @ pos 144: -694.6400 + eap (attn_out): + Shape: 36 layers x 146 positions + Max: 15.2713, Mean(|x|): 0.0248 + Top 3: + L35 @ pos 145: 15.2713 + L35 @ pos 144: 13.5423 + L34 @ pos 144: -13.0020 + eap (resid_post): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 144: nan + L35 @ pos 143: -770.1620 + L34 @ pos 144: -767.7600 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 3.5911, Mean(|x|): 0.0238 + Top 3: + L35 @ pos 144: -3.5911 + L34 @ pos 143: -3.2229 + L33 @ pos 143: -2.9724 + eap (mlp_out): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 144: nan + L35 @ pos 143: nan + L35 @ pos 145: inf + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 1.0458, Mean(|x|): 0.0045 + Top 3: + L31 @ pos 143: -1.0458 + L31 @ pos 144: -0.7456 + L35 @ pos 144: -0.6884 + eap (attn_out): + Shape: 36 layers x 146 positions + Max: 60.0976, Mean(|x|): 0.0363 + Top 3: + L35 @ pos 144: 60.0976 + L35 @ pos 145: 43.7512 + L34 @ pos 145: -7.4575 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 3.5229, Mean(|x|): 0.0234 + Top 3: + L35 @ pos 144: -3.5229 + L34 @ pos 143: -3.1697 + L33 @ pos 143: -2.9254 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.3273, Mean(|x|): 0.0045 + Top 3: + L35 @ pos 143: 1.3273 + L24 @ pos 143: -1.0654 + L25 @ pos 143: 0.6749 + eap_ig (mlp_out): + Shape: 36 layers x 147 positions + Max: 1.0575, Mean(|x|): 0.0046 + Top 3: + L31 @ pos 143: -1.0575 + L31 @ pos 144: -0.7601 + L35 @ pos 144: -0.7019 + eap (mlp_out): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 143: nan + L35 @ pos 144: nan + L34 @ pos 144: -212.0800 + standard (resid_post): + Shape: 36 layers x 146 positions + Max: 452.4811, Mean(|x|): 0.5510 + Top 3: + L22 @ pos 145: -452.4811 + L33 @ pos 144: -429.3855 + L35 @ pos 144: -356.6400 + eap_ig (resid_post): + Shape: 36 layers x 147 positions + Max: 3.5472, Mean(|x|): 0.0244 + Top 3: + L35 @ pos 144: -3.5472 + L34 @ pos 143: -3.2332 + L33 @ pos 143: -3.0031 + eap_ig (attn_out): + Shape: 36 layers x 147 positions + Max: 1.3300, Mean(|x|): 0.0043 + Top 3: + L35 @ pos 143: 1.3300 + L24 @ pos 143: -1.0360 + L25 @ pos 143: 0.6702 + eap (mlp_out): + Shape: 36 layers x 146 positions + Max: nan, Mean(|x|): nan + Top 3: + L35 @ pos 144: nan + L34 @ pos 144: -228.0000 + L35 @ pos 143: 52.2714 + +Top 5 overall: + L22 @ pos 145: -452.4811 (resid_post) + L31 @ pos 143: -1.0703 (mlp_out) + L31 @ pos 144: -0.7645 (mlp_out) + L35 @ pos 144: -0.6930 (mlp_out) + L35 @ pos 143: -0.5346 (mlp_out) +[attr] Saving aggregated results to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att... +[attr] Saved. +[coarse] Loaded cached pair 1, component=resid_post +[coarse] Loaded cached pair 2, component=resid_post +[coarse] Loaded cached pair 3, component=resid_post +[coarse] Loaded cached pair 4, component=resid_post +[coarse] Loaded cached pair 5, component=resid_post +[coarse] Loaded cached pair 6, component=resid_post +[coarse] Loaded cached pair 7, component=resid_post +[coarse] Loaded cached pair 8, component=resid_post +[coarse] Loaded cached pair 9, component=resid_post +[coarse] Loaded cached pair 10, component=resid_post +[coarse] Loaded cached pair 11, component=resid_post +[coarse] Loaded cached pair 12, component=resid_post +[coarse] Loaded cached pair 13, component=resid_post +[coarse] Loaded cached pair 14, component=resid_post +[coarse] Loaded cached pair 15, component=resid_post +[coarse] Loaded cached pair 16, component=resid_post +[coarse] Loaded cached pair 17, component=resid_post +[coarse] Loaded cached pair 18, component=resid_post +[coarse] Loaded cached pair 19, component=resid_post +[coarse] Loaded cached pair 20, component=resid_post +[coarse] Loaded cached pair 21, component=resid_post +[coarse] Loaded cached pair 22, component=resid_post +[coarse] Loaded cached pair 23, component=resid_post +[coarse] Loaded cached pair 24, component=resid_post +[coarse] Loaded cached pair 25, component=resid_post +[coarse] Component resid_post: 25 loaded, 25 total +Coarse patching: 25 samples + Mean sanity score: 1.000 + [step=1] Best layers: [35, 34, 33] (scores: ['1.000', '0.908', '0.900']) +[coarse] Loaded cached pair 1, component=attn_out +[coarse] Loaded cached pair 2, component=attn_out +[coarse] Loaded cached pair 3, component=attn_out +[coarse] Loaded cached pair 4, component=attn_out +[coarse] Loaded cached pair 5, component=attn_out +[coarse] Loaded cached pair 6, component=attn_out +[coarse] Loaded cached pair 7, component=attn_out +[coarse] Loaded cached pair 8, component=attn_out +[coarse] Loaded cached pair 9, component=attn_out +[coarse] Loaded cached pair 10, component=attn_out +[coarse] Loaded cached pair 11, component=attn_out +[coarse] Loaded cached pair 12, component=attn_out +[coarse] Loaded cached pair 13, component=attn_out +[coarse] Loaded cached pair 14, component=attn_out +[coarse] Loaded cached pair 15, component=attn_out +[coarse] Loaded cached pair 16, component=attn_out +[coarse] Loaded cached pair 17, component=attn_out +[coarse] Loaded cached pair 18, component=attn_out +[coarse] Loaded cached pair 19, component=attn_out +[coarse] Loaded cached pair 20, component=attn_out +[coarse] Loaded cached pair 21, component=attn_out +[coarse] Loaded cached pair 22, component=attn_out +[coarse] Loaded cached pair 23, component=attn_out +[coarse] Loaded cached pair 24, component=attn_out +[coarse] Loaded cached pair 25, component=attn_out +[coarse] Component attn_out: 25 loaded, 25 total +Coarse patching: 25 samples + Mean sanity score: 1.000 + [step=1] Best layers: [24, 21, 23] (scores: ['0.360', '0.166', '0.154']) +[coarse] Loaded cached pair 1, component=mlp_out +[coarse] Loaded cached pair 2, component=mlp_out +[coarse] Loaded cached pair 3, component=mlp_out +[coarse] Loaded cached pair 4, component=mlp_out +[coarse] Loaded cached pair 5, component=mlp_out +[coarse] Loaded cached pair 6, component=mlp_out +[coarse] Loaded cached pair 7, component=mlp_out +[coarse] Loaded cached pair 8, component=mlp_out +[coarse] Loaded cached pair 9, component=mlp_out +[coarse] Loaded cached pair 10, component=mlp_out +[coarse] Loaded cached pair 11, component=mlp_out +[coarse] Loaded cached pair 12, component=mlp_out +[coarse] Loaded cached pair 13, component=mlp_out +[coarse] Loaded cached pair 14, component=mlp_out +[coarse] Loaded cached pair 15, component=mlp_out +[coarse] Loaded cached pair 16, component=mlp_out +[coarse] Loaded cached pair 17, component=mlp_out +[coarse] Loaded cached pair 18, component=mlp_out +[coarse] Loaded cached pair 19, component=mlp_out +[coarse] Loaded cached pair 20, component=mlp_out +[coarse] Loaded cached pair 21, component=mlp_out +[coarse] Loaded cached pair 22, component=mlp_out +[coarse] Loaded cached pair 23, component=mlp_out +[coarse] Loaded cached pair 24, component=mlp_out +[coarse] Loaded cached pair 25, component=mlp_out +[coarse] Component mlp_out: 25 loaded, 25 total +Coarse patching: 25 samples + Mean sanity score: 0.973 + [step=1] Best layers: [35, 31, 24] (scores: ['0.271', '0.190', '0.167']) +[coarse] Loaded cached pair 1, component=resid_pre +[coarse] Loaded cached pair 2, component=resid_pre +[coarse] Loaded cached pair 3, component=resid_pre +[coarse] Loaded cached pair 4, component=resid_pre +[coarse] Loaded cached pair 5, component=resid_pre +[coarse] Loaded cached pair 6, component=resid_pre +[coarse] Loaded cached pair 7, component=resid_pre +[coarse] Loaded cached pair 8, component=resid_pre +[coarse] Loaded cached pair 9, component=resid_pre +[coarse] Loaded cached pair 10, component=resid_pre +[coarse] Loaded cached pair 11, component=resid_pre +[coarse] Loaded cached pair 12, component=resid_pre +[coarse] Loaded cached pair 13, component=resid_pre +[coarse] Loaded cached pair 14, component=resid_pre +[coarse] Loaded cached pair 15, component=resid_pre +[coarse] Loaded cached pair 16, component=resid_pre +[coarse] Loaded cached pair 17, component=resid_pre +[coarse] Loaded cached pair 18, component=resid_pre +[coarse] Loaded cached pair 19, component=resid_pre +[coarse] Loaded cached pair 20, component=resid_pre +[coarse] Loaded cached pair 21, component=resid_pre +[coarse] Loaded cached pair 22, component=resid_pre +[coarse] Loaded cached pair 23, component=resid_pre +[coarse] Loaded cached pair 24, component=resid_pre +[coarse] Loaded cached pair 25, component=resid_pre +[coarse] Component resid_pre: 25 loaded, 25 total +Coarse patching: 25 samples + Mean sanity score: 0.671 + [step=1] Best layers: [30, 25, 32] (scores: ['0.874', '0.871', '0.863']) +[diffmeans] Loaded cached pair 1 +[diffmeans] Loaded cached pair 2 +[diffmeans] Loaded cached pair 3 +[diffmeans] Loaded cached pair 4 +[diffmeans] Loaded cached pair 5 +[diffmeans] Loaded cached pair 6 +[diffmeans] Loaded cached pair 7 +[diffmeans] Loaded cached pair 8 +[diffmeans] Loaded cached pair 9 +[diffmeans] Loaded cached pair 10 +[diffmeans] Loaded cached pair 11 +[diffmeans] Loaded cached pair 12 +[diffmeans] Loaded cached pair 13 +[diffmeans] Loaded cached pair 14 +[diffmeans] Loaded cached pair 15 +[diffmeans] Loaded cached pair 16 +[diffmeans] Loaded cached pair 17 +[diffmeans] Loaded cached pair 18 +[diffmeans] Loaded cached pair 19 +[diffmeans] Loaded cached pair 20 +[diffmeans] Loaded cached pair 21 +[diffmeans] Loaded cached pair 22 +[diffmeans] Loaded cached pair 23 +[diffmeans] Loaded cached pair 24 +[diffmeans] Loaded cached pair 25 +[diffmeans] Diffmeans: 25 loaded from cache, 25 total +[diffmeans] Aggregated results: 25 pairs +[diffmeans] Saving aggregated results to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_diffmeans/diffmeans_agg.json... +[diffmeans] Saved. +[geo] Processing pair 1/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 2/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 3/25 [geo] Processing pair 4/25 [geo] Processing pair 5/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 6/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 7/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 8/25 [geo] Processing pair 9/25 [geo] Processing pair 10/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 11/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 12/25 [geo] Processing pair 13/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 14/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 15/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 16/25 [geo] Processing pair 17/25 [geo] Processing pair 18/25 [geo] Processing pair 19/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 20/25 [geo] Processing pair 21/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 22/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 23/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 24/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Processing pair 25/25 /Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/sklearn/decomposition/_pca.py:646: RuntimeWarning: invalid value encountered in divide + explained_variance_ratio_ = explained_variance_ / total_var +[geo] Geo: 0 loaded from cache, 25 total +[geo] Aggregated results: 25 pairs + Positions analyzed: [28, 30, 32, 35, 44, 48, 52, 86, 87, 88, 103, 121, 122, 139, 140, 143, 144, 145] + Components tracked: 3 +[geo] Saving aggregated results to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_geo/geo_agg.json... +[geo] Saved. +[process] Processing results... +[process] Processing 4 components: ['resid_post', 'attn_out', 'mlp_out', 'resid_pre'] +[process] Computing attribution method agreement... + denoising: low agreement (Jaccard=0.254) + noising: low agreement (Jaccard=0.381) +[process] Saving processed results to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/processed_results.json... +[process] Saved. +[process] Done processing results +[viz] Processing components: ['resid_post', 'attn_out', 'mlp_out', 'resid_pre'] +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/mlp_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/attn_out_denoising.png +[viz] Attribution aggregated (denoising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/mlp_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/attn_out_noising.png +[viz] Attribution aggregated (noising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all +[viz] Attribution matrix plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/matrix +[analysis] Generating analysis plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/analysis +[analysis] Generated layer attribution plots +[analysis] Generated score histograms +[analysis] Generated mode comparison plots +[analysis] Generated top scores plots +[analysis] All analysis plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/all/analysis +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/mlp_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/attn_out_denoising.png +[viz] Attribution aggregated (denoising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/mlp_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/attn_out_noising.png +[viz] Attribution aggregated (noising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon +[viz] Attribution matrix plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/matrix +[analysis] Generating analysis plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/analysis +[analysis] Generated layer attribution plots +[analysis] Generated score histograms +[analysis] Generated mode comparison plots +[analysis] Generated top scores plots +[analysis] All analysis plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/horizon/analysis +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/mlp_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/attn_out_denoising.png +[viz] Attribution aggregated (denoising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/mlp_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/attn_out_noising.png +[viz] Attribution aggregated (noising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon +[viz] Attribution matrix plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/matrix +[analysis] Generating analysis plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/analysis +[analysis] Generated layer attribution plots +[analysis] Generated score histograms +[analysis] Generated mode comparison plots +[analysis] Generated top scores plots +[analysis] All analysis plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/no_horizon/analysis +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/mlp_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/attn_out_denoising.png +[viz] Attribution aggregated (denoising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/mlp_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/attn_out_noising.png +[viz] Attribution aggregated (noising) plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon +[viz] Attribution matrix plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/matrix +[analysis] Generating analysis plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/analysis +[analysis] Generated layer attribution plots +[analysis] Generated score histograms +[analysis] Generated mode comparison plots +[analysis] Generated top scores plots +[analysis] All analysis plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att/half_horizon/analysis +[viz] All attribution aggregated slices saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_att +[viz] Generated attribution aggregated visualizations +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/01_sanity_checks/resid_delta_sanity.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/01_sanity_checks/resid_delta_difference.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/02_overview/heatmap_layers_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/02_overview/heatmap_layers_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/02_overview/heatmap_layers_colnorm_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/02_overview/heatmap_layers_colnorm_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/03_component_decomp/attn_vs_mlp_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/03_component_decomp/attn_vs_mlp_paired.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/03_component_decomp/component_importance_ranked.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/03_component_decomp/cumulative_recovery.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/03_component_decomp/marginal_contribution.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_position.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison/README.md +[viz] Component comparison plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/all/sweep_component_comparison +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/01_sanity_checks/resid_delta_sanity.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/01_sanity_checks/resid_delta_difference.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/02_overview/heatmap_layers_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/02_overview/heatmap_layers_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/02_overview/heatmap_layers_colnorm_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/02_overview/heatmap_layers_colnorm_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/03_component_decomp/attn_vs_mlp_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/03_component_decomp/attn_vs_mlp_paired.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/03_component_decomp/component_importance_ranked.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/03_component_decomp/cumulative_recovery.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/03_component_decomp/marginal_contribution.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_position.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison/README.md +[viz] Component comparison plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/horizon/sweep_component_comparison +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/01_sanity_checks/resid_delta_sanity.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/01_sanity_checks/resid_delta_difference.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/02_overview/heatmap_layers_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/02_overview/heatmap_layers_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/02_overview/heatmap_layers_colnorm_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/02_overview/heatmap_layers_colnorm_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/03_component_decomp/attn_vs_mlp_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/03_component_decomp/attn_vs_mlp_paired.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/03_component_decomp/component_importance_ranked.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/03_component_decomp/cumulative_recovery.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/03_component_decomp/marginal_contribution.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_position.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison/README.md +[viz] Component comparison plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse/half_horizon/sweep_component_comparison +[viz] All aggregated slices saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_coarse +[viz] Generated aggregated visualizations +/Users/unrulyabstractions/work/temporal-awareness/.venv/lib/python3.12/site-packages/numpy/core/_methods.py:173: RuntimeWarning: invalid value encountered in subtract + x = asanyarray(arr - arrmean) +[diffmeans_viz] Generated 9 plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_diffmeans +[viz] Generated diffmeans visualizations +/Users/unrulyabstractions/work/temporal-awareness/src/intertemporal/viz/geo_viz.py:631: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect. + plt.tight_layout(rect=[0, 0, 0.9, 1]) +[geo_viz] Generated 5 plots in /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/agg_geo +[viz] Generated geo visualizations +/Users/unrulyabstractions/work/temporal-awareness/src/viz/plot_helpers.py:26: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect. + plt.tight_layout() +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/tokenization.png +[viz] Tokenization plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0 +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/attn_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/mlp_out_denoising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/attn_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching/mlp_out_noising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/coarse_layer_sweep_long_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/coarse_position_sweep_short_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/coarse_position_sweep_long_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/denoising_vs_noising_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/redundancy_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_post +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/coarse_layer_sweep_long_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/coarse_position_sweep_short_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/coarse_position_sweep_long_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/denoising_vs_noising_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/redundancy_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_attn_out/sanity_check.png +[viz] Coarse patching plots saved to 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/Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_mlp_out/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_mlp_out/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_mlp_out/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_mlp_out +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_pre/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_pre/coarse_layer_sweep_long_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_0/sweep_resid_pre/coarse_position_sweep_short_5.png +Saved: 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plt.tight_layout() +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/tokenization.png +[viz] Tokenization plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5 +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/att_patching/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/att_patching/attn_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/att_patching/mlp_out_denoising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_5/att_patching/resid_post_noising.png +Saved: 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plt.tight_layout() +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/tokenization.png +[viz] Tokenization plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11 +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/att_patching/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/att_patching/attn_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/att_patching/mlp_out_denoising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_11/att_patching/resid_post_noising.png +Saved: 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+Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_12/sweep_component_comparison/README.md +[viz] Component comparison plots saved to 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+Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_15/sweep_component_comparison/README.md +[viz] Component comparison plots saved to 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plt.tight_layout() +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/tokenization.png +[viz] Tokenization plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17 +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/att_patching/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/att_patching/attn_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/att_patching/mlp_out_denoising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_17/att_patching/resid_post_noising.png +Saved: 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+Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_18/sweep_component_comparison/README.md +[viz] Component comparison plots saved to 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plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/att_patching/resid_post_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/att_patching/attn_out_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/att_patching/mlp_out_noising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/sweep_resid_post/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_19/sweep_resid_post/coarse_layer_sweep_long_1.png +Saved: 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+Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_21/sweep_component_comparison/README.md +[viz] Component comparison plots saved to 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plt.tight_layout() +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/tokenization.png +[viz] Tokenization plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23 +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/att_patching/resid_post_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/att_patching/attn_out_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/att_patching/mlp_out_denoising.png +[viz] Attribution patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/att_patching +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_23/att_patching/resid_post_noising.png +Saved: 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/Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_post/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_post/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_post/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_post +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/coarse_layer_sweep_long_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/coarse_position_sweep_short_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/coarse_position_sweep_long_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/denoising_vs_noising_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/redundancy_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_attn_out +Saved: 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/Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_mlp_out/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_mlp_out/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_mlp_out +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/coarse_layer_sweep_short_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/coarse_layer_sweep_long_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/coarse_position_sweep_short_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/coarse_position_sweep_long_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/denoising_vs_noising_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/redundancy_1.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/denoising_vs_noising_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/redundancy_5.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre/sanity_check.png +[viz] Coarse patching plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_resid_pre +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/01_sanity_checks/resid_delta_sanity.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/01_sanity_checks/resid_delta_difference.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/02_overview/heatmap_layers_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/02_overview/heatmap_layers_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/02_overview/heatmap_layers_colnorm_denoising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/02_overview/heatmap_layers_colnorm_noising.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/03_component_decomp/attn_vs_mlp_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/03_component_decomp/attn_vs_mlp_paired.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/03_component_decomp/component_importance_ranked.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/03_component_decomp/cumulative_recovery.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/03_component_decomp/marginal_contribution.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/04_redundancy/noise_vs_denoise_per_component_position.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/04_redundancy/redundancy_gap.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/04_redundancy/redundancy_gap_sorted.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/04_redundancy/difference_heatmap_layer.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/05_circuit_synthesis/information_flow_diagram.png +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/05_circuit_synthesis/circuit_summary.txt +Saved: /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison/README.md +[viz] Component comparison plots saved to /Users/unrulyabstractions/work/temporal-awareness/out/experiments/mm/pairs/pair_24/sweep_component_comparison +[viz] Generated pair 24 visualizations +[viz] Done generating visualizations for mm + +================================================== +PROFILER REPORT +================================================== +run_experiment: 1225781.5ms + step_preference_data: 3706.3ms + step_attribution_patching: 6613.1ms + step_coarse_activation_patching: 2332.7ms + step_diffmeans: 283.9ms + step_geo: 10649.8ms + step_process_results: 14.6ms + step_visualize_results: 1202180.1ms + visualize_all_att_aggregated_slices: 44276.1ms + visualize_att_aggregated: 44276.0ms (4x, avg 11069.0ms) + generate_analysis_plots: 12549.1ms (4x, avg 3137.3ms) + plot_aggregated_layer_attribution: 3622.5ms (4x, avg 905.6ms) + plot_layer_attribution_line: 3606.2ms (32x, avg 112.7ms) + plot_aggregated_histograms: 731.6ms (4x, avg 182.9ms) + plot_score_histogram: 730.2ms (8x, avg 91.3ms) + plot_aggregated_mode_comparison: 5748.9ms (4x, avg 1437.2ms) + plot_mode_bar_chart: 2950.4ms (4x, avg 737.6ms) + plot_mode_scatter: 1291.2ms (4x, avg 322.8ms) + plot_component_scatter_grid: 1504.8ms (4x, avg 376.2ms) + plot_aggregated_top_scores: 2441.4ms (4x, avg 610.4ms) + plot_top_scores_text: 394.7ms (8x, avg 49.3ms) + plot_top_scores_bar: 2044.1ms (8x, avg 255.5ms) + visualize_all_aggregated: 146356.8ms + visualize_tokenization: 20710.9ms (25x, avg 828.4ms) + visualize_att_patching: 101914.3ms (50x, avg 2038.3ms) + visualize_coarse_patching: 749217.6ms (100x, avg 7492.2ms) + visualize_component_comparison: 87789.2ms (25x, avg 3511.6ms) +-------------------------------------------------- +Total: 1225781.5ms +================================================== +