upload RAWS-TSFM cache (FlowState(G) recipe)

.gitattributes

@@ -61,3 +61,11 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 cache/pretrain_full_924518c5e03f.flat filter=lfs diff=lfs merge=lfs -text
 eval/electricity.csv filter=lfs diff=lfs merge=lfs -text
 eval/traffic.csv filter=lfs diff=lfs merge=lfs -text
+chronos-kernelsynth/scale_factors.f32 filter=lfs diff=lfs merge=lfs -text
+chronos-kernelsynth/series.f16 filter=lfs diff=lfs merge=lfs -text
+chronos-kernelsynth/series_mean.f32 filter=lfs diff=lfs merge=lfs -text
+chronos-kernelsynth/series_stdev.f32 filter=lfs diff=lfs merge=lfs -text
+gift-eval-pretrain/scale_factors.f32 filter=lfs diff=lfs merge=lfs -text
+gift-eval-pretrain/series.f16 filter=lfs diff=lfs merge=lfs -text
+gift-eval-pretrain/series_mean.f32 filter=lfs diff=lfs merge=lfs -text
+gift-eval-pretrain/series_stdev.f32 filter=lfs diff=lfs merge=lfs -text

build.log

@@ -0,0 +1,415 @@
+=== RAWS Cache Builder (per-source layout) ===
+  Output root:     /home/armin/Documents/git/_raws/raws-tsfm/data/cache
+  GIFT-Eval:       yes
+  Chronos:         skip
+  KernelSynth:     yes (5000000 x 4096)
+  Subset:          <all>
+
+=== GIFT-Eval-Pretrain -> /home/armin/Documents/git/_raws/raws-tsfm/data/cache/gift-eval-pretrain ===
+2026-04-14 18:00:11.269590: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
+2026-04-14 18:00:11.307894: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
+To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
+2026-04-14 18:00:12.717375: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
+  Salesforce/GiftEvalPretrain: 306 files after exclusions
+  [10,000 written / 10,000 seen] 311 series/s, 0.21 GB
+  [20,000 written / 20,000 seen] 434 series/s, 0.33 GB
+  [30,000 written / 30,000 seen] 498 series/s, 0.45 GB
+  [40,000 written / 40,000 seen] 539 series/s, 0.56 GB
+    [20/306]
+  [50,000 written / 50,000 seen] 563 series/s, 0.68 GB
+  [60,000 written / 60,000 seen] 584 series/s, 0.79 GB
+  [70,000 written / 70,000 seen] 599 series/s, 0.90 GB
+  [80,000 written / 80,000 seen] 613 series/s, 1.01 GB
+  [90,000 written / 90,000 seen] 626 series/s, 1.12 GB
+  [100,000 written / 100,000 seen] 638 series/s, 1.23 GB
+  [110,000 written / 110,000 seen] 650 series/s, 1.34 GB
+  [120,000 written / 120,000 seen] 657 series/s, 1.45 GB
+  [130,000 written / 130,000 seen] 663 series/s, 1.56 GB
+  [140,000 written / 140,000 seen] 667 series/s, 1.68 GB
+  [150,000 written / 150,000 seen] 668 series/s, 1.79 GB
+  [160,000 written / 160,000 seen] 672 series/s, 1.90 GB
+  [170,000 written / 170,000 seen] 677 series/s, 2.01 GB
+    [40/306]
+  [180,000 written / 180,000 seen] 682 series/s, 2.12 GB
+  [190,000 written / 190,000 seen] 686 series/s, 2.23 GB
+  [200,000 written / 200,000 seen] 689 series/s, 2.35 GB
+/home/armin/.local/lib/python3.12/site-packages/numpy/_core/_methods.py:193: RuntimeWarning: overflow encountered in multiply
+  x = um.multiply(x, x, out=x)
+/home/armin/.local/lib/python3.12/site-packages/numpy/_core/_methods.py:204: RuntimeWarning: overflow encountered in reduce
+  ret = umr_sum(x, axis, dtype, out, keepdims=keepdims, where=where)
+    [60/306]
+    [80/306]
+  [210,000 written / 210,000 seen] 684 series/s, 2.49 GB
+  [220,000 written / 220,000 seen] 673 series/s, 2.66 GB
+  [230,000 written / 230,000 seen] 664 series/s, 2.84 GB
+  [240,000 written / 240,000 seen] 654 series/s, 3.01 GB
+  [250,000 written / 250,000 seen] 644 series/s, 3.19 GB
+  [260,000 written / 260,000 seen] 635 series/s, 3.36 GB
+  [270,000 written / 270,000 seen] 628 series/s, 3.54 GB
+  [280,000 written / 280,000 seen] 622 series/s, 3.71 GB
+  [290,000 written / 290,000 seen] 617 series/s, 3.89 GB
+  [300,000 written / 300,000 seen] 609 series/s, 4.06 GB
+  [310,000 written / 310,000 seen] 603 series/s, 4.24 GB
+  [320,000 written / 320,000 seen] 598 series/s, 4.42 GB
+  [330,000 written / 330,000 seen] 592 series/s, 4.59 GB
+  [340,000 written / 340,000 seen] 587 series/s, 4.77 GB
+  [350,000 written / 350,000 seen] 583 series/s, 4.94 GB
+  [360,000 written / 360,000 seen] 578 series/s, 5.12 GB
+  [370,000 written / 370,000 seen] 575 series/s, 5.29 GB
+  [380,000 written / 380,000 seen] 571 series/s, 5.47 GB
+  [390,000 written / 390,000 seen] 568 series/s, 5.64 GB
+  [400,000 written / 400,000 seen] 565 series/s, 5.82 GB
+  [410,000 written / 410,000 seen] 562 series/s, 5.99 GB
+  [420,000 written / 420,000 seen] 559 series/s, 6.17 GB
+  [430,000 written / 430,000 seen] 556 series/s, 6.34 GB
+  [440,000 written / 440,000 seen] 553 series/s, 6.52 GB
+  [450,000 written / 450,000 seen] 550 series/s, 6.69 GB
+  [460,000 written / 460,000 seen] 548 series/s, 6.87 GB
+    [100/306]
+  [470,000 written / 470,000 seen] 545 series/s, 7.04 GB
+  [480,000 written / 480,000 seen] 543 series/s, 7.22 GB
+  [490,000 written / 490,000 seen] 542 series/s, 7.39 GB
+  [500,000 written / 500,000 seen] 540 series/s, 7.57 GB
+  [510,000 written / 510,000 seen] 539 series/s, 7.74 GB
+  [520,000 written / 520,000 seen] 538 series/s, 7.92 GB
+  [530,000 written / 530,000 seen] 538 series/s, 8.09 GB
+  [540,000 written / 540,000 seen] 537 series/s, 8.27 GB
+  [550,000 written / 550,000 seen] 536 series/s, 8.45 GB
+  [560,000 written / 560,000 seen] 535 series/s, 8.62 GB
+  [570,000 written / 570,000 seen] 534 series/s, 8.80 GB
+  [580,000 written / 580,000 seen] 534 series/s, 8.97 GB
+  [590,000 written / 590,000 seen] 533 series/s, 9.15 GB
+  [600,000 written / 600,000 seen] 533 series/s, 9.32 GB
+  [610,000 written / 610,000 seen] 532 series/s, 9.50 GB
+  [620,000 written / 620,000 seen] 532 series/s, 9.67 GB
+  [630,000 written / 630,000 seen] 531 series/s, 9.85 GB
+  [640,000 written / 640,000 seen] 531 series/s, 10.02 GB
+  [650,000 written / 650,000 seen] 530 series/s, 10.20 GB
+  [660,000 written / 660,000 seen] 530 series/s, 10.37 GB
+  [670,000 written / 670,000 seen] 530 series/s, 10.55 GB
+  [680,000 written / 680,000 seen] 529 series/s, 10.72 GB
+  [690,000 written / 690,000 seen] 529 series/s, 10.90 GB
+  [700,000 written / 700,000 seen] 529 series/s, 11.07 GB
+  [710,000 written / 710,000 seen] 528 series/s, 11.25 GB
+  [720,000 written / 720,000 seen] 527 series/s, 11.42 GB
+  [730,000 written / 730,000 seen] 527 series/s, 11.60 GB
+  [740,000 written / 740,000 seen] 527 series/s, 11.77 GB
+    [120/306]
+  [750,000 written / 750,000 seen] 526 series/s, 11.95 GB
+  [760,000 written / 760,000 seen] 526 series/s, 12.12 GB
+  [770,000 written / 770,000 seen] 526 series/s, 12.30 GB
+  [780,000 written / 780,000 seen] 526 series/s, 12.48 GB
+  [790,000 written / 790,000 seen] 526 series/s, 12.65 GB
+  [800,000 written / 800,000 seen] 526 series/s, 12.83 GB
+  [810,000 written / 810,000 seen] 525 series/s, 13.00 GB
+  [820,000 written / 820,000 seen] 525 series/s, 13.18 GB
+  [830,000 written / 830,000 seen] 525 series/s, 13.35 GB
+  [840,000 written / 840,000 seen] 525 series/s, 13.53 GB
+  [850,000 written / 850,000 seen] 524 series/s, 13.70 GB
+  [860,000 written / 860,000 seen] 524 series/s, 13.88 GB
+  [870,000 written / 870,000 seen] 524 series/s, 14.05 GB
+  [880,000 written / 880,000 seen] 523 series/s, 14.23 GB
+  [890,000 written / 890,000 seen] 523 series/s, 14.40 GB
+  [900,000 written / 900,000 seen] 523 series/s, 14.58 GB
+  [910,000 written / 910,000 seen] 523 series/s, 14.75 GB
+  [920,000 written / 920,000 seen] 523 series/s, 14.93 GB
+  [930,000 written / 930,000 seen] 522 series/s, 15.10 GB
+  [940,000 written / 940,000 seen] 522 series/s, 15.28 GB
+  [950,000 written / 950,000 seen] 522 series/s, 15.45 GB
+  [960,000 written / 960,000 seen] 522 series/s, 15.63 GB
+  [970,000 written / 970,000 seen] 522 series/s, 15.80 GB
+  [980,000 written / 980,000 seen] 521 series/s, 15.98 GB
+  [990,000 written / 990,000 seen] 521 series/s, 16.15 GB
+  [1,000,000 written / 1,000,000 seen] 521 series/s, 16.33 GB
+  [1,010,000 written / 1,010,000 seen] 521 series/s, 16.51 GB
+  [1,020,000 written / 1,020,000 seen] 521 series/s, 16.68 GB
+    [140/306]
+  [1,030,000 written / 1,030,000 seen] 521 series/s, 16.86 GB
+  [1,040,000 written / 1,040,000 seen] 521 series/s, 17.03 GB
+  [1,050,000 written / 1,050,000 seen] 521 series/s, 17.21 GB
+  [1,060,000 written / 1,060,000 seen] 521 series/s, 17.38 GB
+  [1,070,000 written / 1,070,000 seen] 521 series/s, 17.56 GB
+  [1,080,000 written / 1,080,000 seen] 520 series/s, 17.73 GB
+  [1,090,000 written / 1,090,000 seen] 520 series/s, 17.91 GB
+  [1,100,000 written / 1,100,000 seen] 520 series/s, 18.08 GB
+  [1,110,000 written / 1,110,000 seen] 520 series/s, 18.26 GB
+  [1,120,000 written / 1,120,000 seen] 520 series/s, 18.43 GB
+  [1,130,000 written / 1,130,000 seen] 520 series/s, 18.61 GB
+  [1,140,000 written / 1,140,000 seen] 520 series/s, 18.78 GB
+  [1,150,000 written / 1,150,000 seen] 520 series/s, 18.96 GB
+  [1,160,000 written / 1,160,000 seen] 519 series/s, 19.13 GB
+  [1,170,000 written / 1,170,000 seen] 519 series/s, 19.31 GB
+  [1,180,000 written / 1,180,000 seen] 519 series/s, 19.48 GB
+  [1,190,000 written / 1,190,000 seen] 519 series/s, 19.66 GB
+  [1,200,000 written / 1,200,000 seen] 519 series/s, 19.83 GB
+  [1,210,000 written / 1,210,000 seen] 519 series/s, 20.01 GB
+  [1,220,000 written / 1,220,000 seen] 518 series/s, 20.18 GB
+  [1,230,000 written / 1,230,000 seen] 518 series/s, 20.36 GB
+  [1,240,000 written / 1,240,000 seen] 518 series/s, 20.54 GB
+  [1,250,000 written / 1,250,000 seen] 518 series/s, 20.71 GB
+  [1,260,000 written / 1,260,000 seen] 518 series/s, 20.89 GB
+  [1,270,000 written / 1,270,000 seen] 518 series/s, 21.06 GB
+  [1,280,000 written / 1,280,000 seen] 517 series/s, 21.24 GB
+  [1,290,000 written / 1,290,000 seen] 517 series/s, 21.41 GB
+  [1,300,000 written / 1,300,000 seen] 517 series/s, 21.59 GB
+    [160/306]
+  [1,310,000 written / 1,310,000 seen] 517 series/s, 21.76 GB
+  [1,320,000 written / 1,320,000 seen] 517 series/s, 21.94 GB
+  [1,330,000 written / 1,330,000 seen] 517 series/s, 22.11 GB
+  [1,340,000 written / 1,340,000 seen] 517 series/s, 22.29 GB
+  [1,350,000 written / 1,350,000 seen] 517 series/s, 22.46 GB
+  [1,360,000 written / 1,360,000 seen] 516 series/s, 22.64 GB
+  [1,370,000 written / 1,370,000 seen] 516 series/s, 22.81 GB
+  [1,380,000 written / 1,380,000 seen] 516 series/s, 22.99 GB
+  [1,390,000 written / 1,390,000 seen] 516 series/s, 23.16 GB
+  [1,400,000 written / 1,400,000 seen] 516 series/s, 23.34 GB
+  [1,410,000 written / 1,410,000 seen] 516 series/s, 23.51 GB
+  [1,420,000 written / 1,420,000 seen] 516 series/s, 23.69 GB
+  [1,430,000 written / 1,430,000 seen] 516 series/s, 23.86 GB
+  [1,440,000 written / 1,440,000 seen] 516 series/s, 24.04 GB
+  [1,450,000 written / 1,450,000 seen] 516 series/s, 24.21 GB
+  [1,460,000 written / 1,460,000 seen] 516 series/s, 24.39 GB
+  [1,470,000 written / 1,470,000 seen] 516 series/s, 24.57 GB
+  [1,480,000 written / 1,480,000 seen] 516 series/s, 24.74 GB
+  [1,490,000 written / 1,490,000 seen] 516 series/s, 24.92 GB
+  [1,500,000 written / 1,500,000 seen] 516 series/s, 25.09 GB
+  [1,510,000 written / 1,510,000 seen] 515 series/s, 25.27 GB
+  [1,520,000 written / 1,520,000 seen] 515 series/s, 25.44 GB
+  [1,530,000 written / 1,530,000 seen] 515 series/s, 25.62 GB
+  [1,540,000 written / 1,540,000 seen] 515 series/s, 25.79 GB
+  [1,550,000 written / 1,550,000 seen] 515 series/s, 25.97 GB
+  [1,560,000 written / 1,560,000 seen] 515 series/s, 26.14 GB
+  [1,570,000 written / 1,570,000 seen] 515 series/s, 26.32 GB
+  [1,580,000 written / 1,580,000 seen] 515 series/s, 26.49 GB
+  [1,590,000 written / 1,590,000 seen] 515 series/s, 26.67 GB
+    [180/306]
+  [1,600,000 written / 1,600,000 seen] 515 series/s, 26.84 GB
+  [1,610,000 written / 1,610,000 seen] 515 series/s, 27.02 GB
+  [1,620,000 written / 1,620,000 seen] 515 series/s, 27.19 GB
+  [1,630,000 written / 1,630,000 seen] 515 series/s, 27.37 GB
+  [1,640,000 written / 1,640,000 seen] 515 series/s, 27.54 GB
+  [1,650,000 written / 1,650,000 seen] 515 series/s, 27.72 GB
+  [1,660,000 written / 1,660,000 seen] 515 series/s, 27.89 GB
+  [1,670,000 written / 1,670,000 seen] 515 series/s, 28.07 GB
+  [1,680,000 written / 1,680,000 seen] 514 series/s, 28.24 GB
+  [1,690,000 written / 1,690,000 seen] 514 series/s, 28.42 GB
+  [1,700,000 written / 1,700,000 seen] 514 series/s, 28.60 GB
+  [1,710,000 written / 1,710,000 seen] 514 series/s, 28.77 GB
+  [1,720,000 written / 1,720,000 seen] 514 series/s, 28.95 GB
+  [1,730,000 written / 1,730,000 seen] 514 series/s, 29.12 GB
+  [1,740,000 written / 1,740,000 seen] 514 series/s, 29.30 GB
+  [1,750,000 written / 1,750,000 seen] 514 series/s, 29.47 GB
+  [1,760,000 written / 1,760,000 seen] 514 series/s, 29.65 GB
+  [1,770,000 written / 1,770,000 seen] 514 series/s, 29.82 GB
+  [1,780,000 written / 1,780,000 seen] 514 series/s, 30.00 GB
+  [1,790,000 written / 1,790,000 seen] 514 series/s, 30.17 GB
+  [1,800,000 written / 1,800,000 seen] 514 series/s, 30.35 GB
+  [1,810,000 written / 1,810,000 seen] 514 series/s, 30.52 GB
+  [1,820,000 written / 1,820,000 seen] 514 series/s, 30.70 GB
+  [1,830,000 written / 1,830,000 seen] 514 series/s, 30.87 GB
+  [1,840,000 written / 1,840,000 seen] 514 series/s, 31.05 GB
+  [1,850,000 written / 1,850,000 seen] 514 series/s, 31.22 GB
+  [1,860,000 written / 1,860,000 seen] 514 series/s, 31.40 GB
+  [1,870,000 written / 1,870,000 seen] 514 series/s, 31.57 GB
+    [200/306]
+  [1,880,000 written / 1,880,000 seen] 514 series/s, 31.75 GB
+  [1,890,000 written / 1,890,000 seen] 514 series/s, 31.92 GB
+  [1,900,000 written / 1,900,000 seen] 514 series/s, 32.10 GB
+  [1,910,000 written / 1,910,000 seen] 514 series/s, 32.28 GB
+  [1,920,000 written / 1,920,000 seen] 514 series/s, 32.45 GB
+  [1,930,000 written / 1,930,000 seen] 514 series/s, 32.63 GB
+  [1,940,000 written / 1,940,000 seen] 514 series/s, 32.80 GB
+  [1,950,000 written / 1,950,000 seen] 514 series/s, 32.98 GB
+  [1,960,000 written / 1,960,000 seen] 513 series/s, 33.15 GB
+  [1,970,000 written / 1,970,000 seen] 513 series/s, 33.33 GB
+  [1,980,000 written / 1,980,000 seen] 513 series/s, 33.50 GB
+  [1,990,000 written / 1,990,000 seen] 513 series/s, 33.68 GB
+  [2,000,000 written / 2,000,000 seen] 512 series/s, 33.85 GB
+  [2,010,000 written / 2,010,000 seen] 513 series/s, 33.93 GB
+  [2,020,000 written / 2,020,000 seen] 515 series/s, 33.98 GB
+  [2,030,000 written / 2,030,000 seen] 517 series/s, 34.03 GB
+  [2,040,000 written / 2,040,000 seen] 518 series/s, 34.08 GB
+  [2,050,000 written / 2,050,000 seen] 520 series/s, 34.14 GB
+  [2,060,000 written / 2,060,000 seen] 522 series/s, 34.19 GB
+  [2,070,000 written / 2,070,000 seen] 524 series/s, 34.24 GB
+  [2,080,000 written / 2,080,000 seen] 525 series/s, 34.29 GB
+  [2,090,000 written / 2,090,000 seen] 527 series/s, 34.34 GB
+    [220/306]
+  [2,100,000 written / 2,100,000 seen] 529 series/s, 34.39 GB
+  [2,110,000 written / 2,110,000 seen] 530 series/s, 34.44 GB
+  [2,120,000 written / 2,120,000 seen] 532 series/s, 34.49 GB
+  [2,130,000 written / 2,130,000 seen] 534 series/s, 34.55 GB
+  [2,140,000 written / 2,140,000 seen] 535 series/s, 34.60 GB
+  [2,150,000 written / 2,150,000 seen] 537 series/s, 34.64 GB
+  [2,160,000 written / 2,160,000 seen] 539 series/s, 34.67 GB
+  [2,170,000 written / 2,170,000 seen] 541 series/s, 34.70 GB
+  [2,180,000 written / 2,180,000 seen] 543 series/s, 34.72 GB
+  [2,190,000 written / 2,190,000 seen] 545 series/s, 34.75 GB
+  [2,200,000 written / 2,200,000 seen] 547 series/s, 34.77 GB
+  [2,210,000 written / 2,210,000 seen] 549 series/s, 34.80 GB
+  [2,220,000 written / 2,220,000 seen] 551 series/s, 34.83 GB
+  [2,230,000 written / 2,230,000 seen] 553 series/s, 34.85 GB
+  [2,240,000 written / 2,240,000 seen] 555 series/s, 34.88 GB
+  [2,250,000 written / 2,250,000 seen] 557 series/s, 34.90 GB
+    [warn] unsupported freq='MS' in godaddy — skipping
+  [2,260,000 written / 2,260,000 seen] 559 series/s, 34.92 GB
+  [2,270,000 written / 2,270,000 seen] 561 series/s, 34.92 GB
+  [2,280,000 written / 2,280,000 seen] 564 series/s, 34.93 GB
+  [2,290,000 written / 2,290,000 seen] 566 series/s, 34.93 GB
+  [2,300,000 written / 2,300,000 seen] 568 series/s, 34.93 GB
+  [2,310,000 written / 2,310,000 seen] 571 series/s, 34.93 GB
+  [2,320,000 written / 2,320,000 seen] 573 series/s, 34.94 GB
+  [2,330,000 written / 2,330,000 seen] 576 series/s, 34.94 GB
+  [2,340,000 written / 2,340,000 seen] 578 series/s, 34.94 GB
+  [2,350,000 written / 2,350,000 seen] 580 series/s, 34.94 GB
+  [2,360,000 written / 2,360,000 seen] 583 series/s, 34.94 GB
+  [2,370,000 written / 2,370,000 seen] 585 series/s, 34.95 GB
+  [2,380,000 written / 2,380,000 seen] 588 series/s, 34.95 GB
+  [2,390,000 written / 2,390,000 seen] 590 series/s, 34.95 GB
+  [2,400,000 written / 2,400,000 seen] 592 series/s, 34.95 GB
+  [2,410,000 written / 2,410,000 seen] 576 series/s, 35.98 GB
+    [240/306]
+  [2,420,000 written / 2,420,000 seen] 545 series/s, 38.09 GB
+  [2,430,000 written / 2,430,000 seen] 518 series/s, 40.19 GB
+    [260/306]
+  [2,440,000 written / 2,440,000 seen] 493 series/s, 42.30 GB
+  [2,450,000 written / 2,450,000 seen] 476 series/s, 44.00 GB
+    [280/306]
+  [2,460,000 written / 2,460,000 seen] 475 series/s, 44.27 GB
+  [2,470,000 written / 2,470,000 seen] 476 series/s, 44.27 GB
+  [2,480,000 written / 2,480,000 seen] 478 series/s, 44.28 GB
+  [2,490,000 written / 2,490,000 seen] 480 series/s, 44.30 GB
+  [2,500,000 written / 2,500,000 seen] 482 series/s, 44.31 GB
+  [2,510,000 written / 2,510,000 seen] 483 series/s, 44.34 GB
+  [2,520,000 written / 2,520,000 seen] 485 series/s, 44.36 GB
+    [300/306]
+  [2,530,000 written / 2,530,000 seen] 487 series/s, 44.39 GB
+  [2,540,000 written / 2,540,000 seen] 488 series/s, 44.40 GB
+  [2,550,000 written / 2,550,000 seen] 490 series/s, 44.42 GB
+  [2,560,000 written / 2,560,000 seen] 492 series/s, 44.44 GB
+  [2,570,000 written / 2,570,000 seen] 494 series/s, 44.45 GB
+    [306/306]
+  wrote 2,575,078 series (0 dropped) in 5252.6s; cache = 44.82 GB in /home/armin/Documents/git/_raws/raws-tsfm/data/cache/gift-eval-pretrain
+
+=== KernelSynth -> /home/armin/Documents/git/_raws/raws-tsfm/data/cache/kernelsynth ===
+Terminated
+=== RAWS Cache Builder (per-source layout) ===
+  Output root:     /home/armin/Documents/git/_raws/raws-tsfm/data/cache
+  GIFT-Eval:       skip
+  Chronos:         skip
+  KernelSynth:     chronos-kernelsynth (1M x 1024, pre-computed)
+  Subset:          <all>
+
+=== Chronos KernelSynth -> /home/armin/Documents/git/_raws/raws-tsfm/data/cache/chronos-kernelsynth ===
+  autogluon/chronos_datasets/training_corpus/kernel_synth_1m: 20 shards
+  [10,000 written / 10,000 seen] 3258 series/s, 0.02 GB
+  [20,000 written / 20,000 seen] 3282 series/s, 0.04 GB
+  [30,000 written / 30,000 seen] 3265 series/s, 0.06 GB
+  [40,000 written / 40,000 seen] 3288 series/s, 0.08 GB
+  [50,000 written / 50,000 seen] 3248 series/s, 0.10 GB
+  [60,000 written / 60,000 seen] 3218 series/s, 0.12 GB
+  [70,000 written / 70,000 seen] 3254 series/s, 0.14 GB
+  [80,000 written / 80,000 seen] 3281 series/s, 0.16 GB
+  [90,000 written / 90,000 seen] 3288 series/s, 0.18 GB
+  [100,000 written / 100,000 seen] 3288 series/s, 0.20 GB
+  [110,000 written / 110,000 seen] 3267 series/s, 0.23 GB
+  [120,000 written / 120,000 seen] 3253 series/s, 0.25 GB
+  [130,000 written / 130,000 seen] 3250 series/s, 0.27 GB
+  [140,000 written / 140,000 seen] 3250 series/s, 0.29 GB
+  [150,000 written / 150,000 seen] 3243 series/s, 0.31 GB
+  [160,000 written / 160,000 seen] 3228 series/s, 0.33 GB
+  [170,000 written / 170,000 seen] 3225 series/s, 0.35 GB
+  [180,000 written / 180,000 seen] 3233 series/s, 0.37 GB
+  [190,000 written / 190,000 seen] 3238 series/s, 0.39 GB
+  [200,000 written / 200,000 seen] 3239 series/s, 0.41 GB
+  [210,000 written / 210,000 seen] 3208 series/s, 0.43 GB
+  [220,000 written / 220,000 seen] 3216 series/s, 0.45 GB
+  [230,000 written / 230,000 seen] 3221 series/s, 0.47 GB
+  [240,000 written / 240,000 seen] 3220 series/s, 0.49 GB
+  [250,000 written / 250,000 seen] 3216 series/s, 0.51 GB
+    [5/20 shards]
+  [260,000 written / 260,000 seen] 3194 series/s, 0.53 GB
+  [270,000 written / 270,000 seen] 3190 series/s, 0.55 GB
+  [280,000 written / 280,000 seen] 3186 series/s, 0.57 GB
+  [290,000 written / 290,000 seen] 3186 series/s, 0.59 GB
+  [300,000 written / 300,000 seen] 3187 series/s, 0.61 GB
+  [310,000 written / 310,000 seen] 3178 series/s, 0.63 GB
+  [320,000 written / 320,000 seen] 3179 series/s, 0.66 GB
+  [330,000 written / 330,000 seen] 3174 series/s, 0.68 GB
+  [340,000 written / 340,000 seen] 3168 series/s, 0.70 GB
+  [350,000 written / 350,000 seen] 3164 series/s, 0.72 GB
+  [360,000 written / 360,000 seen] 3144 series/s, 0.74 GB
+  [370,000 written / 370,000 seen] 3138 series/s, 0.76 GB
+  [380,000 written / 380,000 seen] 3134 series/s, 0.78 GB
+  [390,000 written / 390,000 seen] 3138 series/s, 0.80 GB
+  [400,000 written / 400,000 seen] 3140 series/s, 0.82 GB
+  [410,000 written / 410,000 seen] 3120 series/s, 0.84 GB
+  [420,000 written / 420,000 seen] 3116 series/s, 0.86 GB
+  [430,000 written / 430,000 seen] 3114 series/s, 0.88 GB
+  [440,000 written / 440,000 seen] 3111 series/s, 0.90 GB
+  [450,000 written / 450,000 seen] 3106 series/s, 0.92 GB
+  [460,000 written / 460,000 seen] 3098 series/s, 0.94 GB
+  [470,000 written / 470,000 seen] 3098 series/s, 0.96 GB
+  [480,000 written / 480,000 seen] 3099 series/s, 0.98 GB
+  [490,000 written / 490,000 seen] 3104 series/s, 1.00 GB
+  [500,000 written / 500,000 seen] 3108 series/s, 1.02 GB
+    [10/20 shards]
+  [510,000 written / 510,000 seen] 3100 series/s, 1.04 GB
+  [520,000 written / 520,000 seen] 3096 series/s, 1.06 GB
+  [530,000 written / 530,000 seen] 3095 series/s, 1.09 GB
+  [540,000 written / 540,000 seen] 3095 series/s, 1.11 GB
+  [550,000 written / 550,000 seen] 3092 series/s, 1.13 GB
+  [560,000 written / 560,000 seen] 3082 series/s, 1.15 GB
+  [570,000 written / 570,000 seen] 3081 series/s, 1.17 GB
+  [580,000 written / 580,000 seen] 3077 series/s, 1.19 GB
+  [590,000 written / 590,000 seen] 3075 series/s, 1.21 GB
+  [600,000 written / 600,000 seen] 3069 series/s, 1.23 GB
+  [610,000 written / 610,000 seen] 3061 series/s, 1.25 GB
+  [620,000 written / 620,000 seen] 3059 series/s, 1.27 GB
+  [630,000 written / 630,000 seen] 3058 series/s, 1.29 GB
+  [640,000 written / 640,000 seen] 3054 series/s, 1.31 GB
+  [650,000 written / 650,000 seen] 3049 series/s, 1.33 GB
+  [660,000 written / 660,000 seen] 3042 series/s, 1.35 GB
+  [670,000 written / 670,000 seen] 3044 series/s, 1.37 GB
+  [680,000 written / 680,000 seen] 3043 series/s, 1.39 GB
+  [690,000 written / 690,000 seen] 3045 series/s, 1.41 GB
+  [700,000 written / 700,000 seen] 3043 series/s, 1.43 GB
+  [710,000 written / 710,000 seen] 3035 series/s, 1.45 GB
+  [720,000 written / 720,000 seen] 3039 series/s, 1.47 GB
+  [730,000 written / 730,000 seen] 3041 series/s, 1.50 GB
+  [740,000 written / 740,000 seen] 3045 series/s, 1.52 GB
+  [750,000 written / 750,000 seen] 3051 series/s, 1.54 GB
+    [15/20 shards]
+  [760,000 written / 760,000 seen] 3047 series/s, 1.56 GB
+  [770,000 written / 770,000 seen] 3049 series/s, 1.58 GB
+  [780,000 written / 780,000 seen] 3053 series/s, 1.60 GB
+  [790,000 written / 790,000 seen] 3055 series/s, 1.62 GB
+  [800,000 written / 800,000 seen] 3060 series/s, 1.64 GB
+  [810,000 written / 810,000 seen] 3058 series/s, 1.66 GB
+  [820,000 written / 820,000 seen] 3062 series/s, 1.68 GB
+  [830,000 written / 830,000 seen] 3067 series/s, 1.70 GB
+  [840,000 written / 840,000 seen] 3073 series/s, 1.72 GB
+  [850,000 written / 850,000 seen] 3075 series/s, 1.74 GB
+  [860,000 written / 860,000 seen] 3075 series/s, 1.76 GB
+  [870,000 written / 870,000 seen] 3079 series/s, 1.78 GB
+  [880,000 written / 880,000 seen] 3084 series/s, 1.80 GB
+  [890,000 written / 890,000 seen] 3088 series/s, 1.82 GB
+  [900,000 written / 900,000 seen] 3093 series/s, 1.84 GB
+  [910,000 written / 910,000 seen] 3094 series/s, 1.86 GB
+  [920,000 written / 920,000 seen] 3100 series/s, 1.88 GB
+  [930,000 written / 930,000 seen] 3105 series/s, 1.90 GB
+  [940,000 written / 940,000 seen] 3110 series/s, 1.93 GB
+  [950,000 written / 950,000 seen] 3117 series/s, 1.95 GB
+  [960,000 written / 960,000 seen] 3118 series/s, 1.97 GB
+  [970,000 written / 970,000 seen] 3124 series/s, 1.99 GB
+  [980,000 written / 980,000 seen] 3130 series/s, 2.01 GB
+  [990,000 written / 990,000 seen] 3135 series/s, 2.03 GB
+  [1,000,000 written / 1,000,000 seen] 3141 series/s, 2.05 GB
+    [20/20 shards]
+  wrote 1,000,000 series (0 dropped) in 318.6s; cache = 2.05 GB in /home/armin/Documents/git/_raws/raws-tsfm/data/cache/chronos-kernelsynth
+
+
+=== Cache build complete ===
+28K	/home/armin/Documents/git/_raws/raws-tsfm/data/cache/build.log
+2,0G	/home/armin/Documents/git/_raws/raws-tsfm/data/cache/chronos-kernelsynth
+42G	/home/armin/Documents/git/_raws/raws-tsfm/data/cache/gift-eval-pretrain

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