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logs/rmvpe_ft/rmvpe_ft_v8_20260330_151903.log
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| 0 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 1 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 2 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 3 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 4 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 5 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 6 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 7 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 8 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 9 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 10 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 11 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 98.5kB / 368MB [A[A
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| 12 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 657kB / 368MB [A[A
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| 13 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 657kB / 368MB [A[A
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| 14 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 657kB / 368MB [A[A
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| 15 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 657kB / 368MB [A[A
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| 16 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 17 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 18 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 19 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 20 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 21 |
outputs/rmvpe_ft_v8/best.pt : 0%| | 1.22MB / 368MB [A[A
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| 22 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.33MB / 368MB [A[A
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| 23 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.33MB / 368MB [A[A
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| 24 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.33MB / 368MB [A[A
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| 25 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.33MB / 368MB [A[A
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| 26 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.33MB / 368MB [A[A
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| 27 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 2.89MB / 368MB [A[A
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| 28 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 4.01MB / 368MB [A[A
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| 29 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 4.56MB / 368MB [A[A
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| 30 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 4.56MB / 368MB [A[A
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| 31 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 4.56MB / 368MB [A[A
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| 32 |
outputs/rmvpe_ft_v8/best.pt : 1%| | 4.56MB / 368MB [A[A
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| 33 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 6.24MB / 368MB [A[A
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| 34 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 6.24MB / 368MB [A[A
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| 35 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 6.80MB / 368MB [A[A
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| 36 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 7.36MB / 368MB [A[A
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| 37 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 7.36MB / 368MB [A[A
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| 38 |
outputs/rmvpe_ft_v8/best.pt : 2%|β | 9.03MB / 368MB [A[A
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| 39 |
outputs/rmvpe_ft_v8/best.pt : 3%|β | 9.59MB / 368MB [A[A
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| 40 |
outputs/rmvpe_ft_v8/best.pt : 3%|β | 9.59MB / 368MB [A[A
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| 41 |
outputs/rmvpe_ft_v8/best.pt : 3%|β | 10.7MB / 368MB [A[A
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| 42 |
outputs/rmvpe_ft_v8/best.pt : 3%|β | 11.8MB / 368MB [A[A
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| 43 |
outputs/rmvpe_ft_v8/best.pt : 3%|β | 11.8MB / 368MB [A[A
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| 44 |
outputs/rmvpe_ft_v8/best.pt : 4%|β | 12.9MB / 368MB [A[A
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| 45 |
outputs/rmvpe_ft_v8/best.pt : 4%|β | 12.9MB / 368MB [A[A
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| 46 |
outputs/rmvpe_ft_v8/best.pt : 4%|β | 14.6MB / 368MB [A[A
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| 47 |
outputs/rmvpe_ft_v8/best.pt : 4%|β | 15.2MB / 368MB [A[A
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| 48 |
outputs/rmvpe_ft_v8/best.pt : 4%|β | 15.2MB / 368MB [A[A
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| 49 |
outputs/rmvpe_ft_v8/best.pt : 5%|β | 16.8MB / 368MB [A[A
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| 50 |
outputs/rmvpe_ft_v8/best.pt : 5%|β | 18.5MB / 368MB [A[A
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| 51 |
outputs/rmvpe_ft_v8/best.pt : 5%|β | 20.2MB / 368MB [A[A
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| 52 |
outputs/rmvpe_ft_v8/best.pt : 6%|β | 21.3MB / 368MB [A[A
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| 53 |
outputs/rmvpe_ft_v8/best.pt : 6%|β | 21.9MB / 368MB [A[A
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| 54 |
outputs/rmvpe_ft_v8/best.pt : 6%|β | 23.0MB / 368MB [A[A
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| 55 |
outputs/rmvpe_ft_v8/best.pt : 7%|β | 24.1MB / 368MB [A[A
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| 56 |
outputs/rmvpe_ft_v8/best.pt : 7%|β | 25.2MB / 368MB [A[A
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| 57 |
outputs/rmvpe_ft_v8/best.pt : 8%|β | 28.0MB / 368MB [A[A
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| 58 |
outputs/rmvpe_ft_v8/best.pt : 8%|β | 30.2MB / 368MB [A[A
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| 59 |
outputs/rmvpe_ft_v8/best.pt : 9%|β | 31.9MB / 368MB [A[A
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| 60 |
outputs/rmvpe_ft_v8/best.pt : 9%|β | 33.6MB / 368MB [A[A
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| 61 |
outputs/rmvpe_ft_v8/best.pt : 10%|β | 36.4MB / 368MB [A[A
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| 62 |
outputs/rmvpe_ft_v8/best.pt : 10%|β | 38.6MB / 368MB [A[A
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| 63 |
outputs/rmvpe_ft_v8/best.pt : 11%|β | 41.4MB / 368MB [A[A
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| 64 |
outputs/rmvpe_ft_v8/best.pt : 12%|ββ | 43.1MB / 368MB [A[A
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| 65 |
outputs/rmvpe_ft_v8/best.pt : 12%|ββ | 45.3MB / 368MB [A[A
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| 66 |
outputs/rmvpe_ft_v8/best.pt : 13%|ββ | 48.7MB / 368MB [A[A
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| 67 |
outputs/rmvpe_ft_v8/best.pt : 14%|ββ | 50.3MB / 368MB [A[A
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| 68 |
outputs/rmvpe_ft_v8/best.pt : 15%|ββ | 54.3MB / 368MB [A[A
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| 69 |
outputs/rmvpe_ft_v8/best.pt : 16%|ββ | 57.6MB / 368MB [A[A
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| 70 |
outputs/rmvpe_ft_v8/best.pt : 17%|ββ | 61.5MB / 368MB [A[A
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| 71 |
outputs/rmvpe_ft_v8/best.pt : 18%|ββ | 66.0MB / 368MB [A[A
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| 72 |
outputs/rmvpe_ft_v8/best.pt : 19%|ββ | 68.2MB / 368MB [A[A
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| 73 |
outputs/rmvpe_ft_v8/best.pt : 20%|ββ | 72.7MB / 368MB [A[A
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| 74 |
outputs/rmvpe_ft_v8/best.pt : 21%|ββ | 77.7MB / 368MB [A[A
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| 75 |
outputs/rmvpe_ft_v8/best.pt : 22%|βββ | 80.5MB / 368MB [A[A
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| 76 |
outputs/rmvpe_ft_v8/best.pt : 23%|βββ | 84.4MB / 368MB [A[A
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| 77 |
outputs/rmvpe_ft_v8/best.pt : 24%|βββ | 89.4MB / 368MB [A[A
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| 78 |
outputs/rmvpe_ft_v8/best.pt : 26%|βββ | 95.0MB / 368MB [A[A
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| 79 |
outputs/rmvpe_ft_v8/best.pt : 27%|βββ | 100MB / 368MB [A[A
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| 80 |
outputs/rmvpe_ft_v8/best.pt : 29%|βββ | 106MB / 368MB [A[A
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| 81 |
outputs/rmvpe_ft_v8/best.pt : 30%|βββ | 112MB / 368MB [A[A
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| 82 |
outputs/rmvpe_ft_v8/best.pt : 32%|ββββ | 119MB / 368MB [A[A
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| 83 |
outputs/rmvpe_ft_v8/best.pt : 34%|ββββ | 125MB / 368MB [A[A
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| 84 |
outputs/rmvpe_ft_v8/best.pt : 35%|ββββ | 129MB / 368MB [A[A
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| 85 |
outputs/rmvpe_ft_v8/best.pt : 37%|ββββ | 136MB / 368MB [A[A
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| 86 |
outputs/rmvpe_ft_v8/best.pt : 39%|ββββ | 145MB / 368MB [A[A
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| 87 |
outputs/rmvpe_ft_v8/best.pt : 42%|βββββ | 154MB / 368MB [A[A
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| 88 |
outputs/rmvpe_ft_v8/best.pt : 44%|βββββ | 162MB / 368MB [A[A
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| 89 |
outputs/rmvpe_ft_v8/best.pt : 47%|βββββ | 171MB / 368MB [A[A
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| 90 |
outputs/rmvpe_ft_v8/best.pt : 49%|βββββ | 180MB / 368MB [A[A
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| 91 |
outputs/rmvpe_ft_v8/best.pt : 51%|βββββ | 188MB / 368MB [A[A
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| 92 |
outputs/rmvpe_ft_v8/best.pt : 54%|ββββββ | 198MB / 368MB [A[A
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| 93 |
outputs/rmvpe_ft_v8/best.pt : 56%|ββββββ | 208MB / 368MB [A[A
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| 94 |
outputs/rmvpe_ft_v8/best.pt : 59%|ββββββ | 219MB / 368MB [A[A
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| 95 |
outputs/rmvpe_ft_v8/best.pt : 62%|βββββββ | 230MB / 368MB [A[A
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| 96 |
outputs/rmvpe_ft_v8/best.pt : 65%|βββββββ | 241MB / 368MB [A[A
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| 97 |
outputs/rmvpe_ft_v8/best.pt : 69%|βββββββ | 252MB / 368MB [A[A
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| 98 |
outputs/rmvpe_ft_v8/best.pt : 71%|βββββββ | 260MB / 368MB [A[A
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| 99 |
outputs/rmvpe_ft_v8/best.pt : 73%|ββββββββ | 268MB / 368MB [A[A
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| 100 |
outputs/rmvpe_ft_v8/best.pt : 74%|ββββββββ | 273MB / 368MB [A[A
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| 101 |
outputs/rmvpe_ft_v8/best.pt : 77%|ββββββββ | 283MB / 368MB [A[A
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| 102 |
outputs/rmvpe_ft_v8/best.pt : 78%|ββββββββ | 287MB / 368MB [A[A
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| 103 |
outputs/rmvpe_ft_v8/best.pt : 79%|ββββββββ | 291MB / 368MB [A[A
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| 104 |
outputs/rmvpe_ft_v8/best.pt : 81%|ββββββββ | 297MB / 368MB [A[A
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| 105 |
outputs/rmvpe_ft_v8/best.pt : 82%|βββββββββ | 301MB / 368MB [A[A
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| 106 |
outputs/rmvpe_ft_v8/best.pt : 83%|βββββββββ | 306MB / 368MB [A[A
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| 107 |
outputs/rmvpe_ft_v8/best.pt : 85%|βββββββββ | 312MB / 368MB [A[A
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| 108 |
outputs/rmvpe_ft_v8/best.pt : 86%|βββββββββ | 319MB / 368MB [A[A
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| 109 |
outputs/rmvpe_ft_v8/best.pt : 88%|βββββββββ | 322MB / 368MB [A[A
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| 110 |
outputs/rmvpe_ft_v8/best.pt : 89%|βββββββββ | 329MB / 368MB [A[A
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| 1 |
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=== Fine-tune RMVPE β Mon Mar 30 15:19:03 HKT 2026 ===
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| 2 |
+
Disk usage:
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| 3 |
+
Filesystem Size Used Avail Use% Mounted on
|
| 4 |
+
10.21.7.193:/dpool/userhome/cs/u3571824 400G 118G 283G 30% /userhome/cs/u3571824
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| 5 |
+
4.9G data/
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| 6 |
+
|
| 7 |
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=== Run 1/3 β Mon Mar 30 15:19:04 HKT 2026 ===
|
| 8 |
+
/userhome/cs/u3571824/anaconda3/envs/bass/lib/python3.10/site-packages/resampy/filters.py:50: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
|
| 9 |
+
import pkg_resources
|
| 10 |
+
/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py:678: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead.
|
| 11 |
+
scaler = GradScaler(enabled=args.fp16 and device.type == 'cuda')
|
| 12 |
+
RMVPE E2E verified at /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt (368MB)
|
| 13 |
+
Loading pretrained RMVPE from /userhome/cs/u3571824/fyp/muse/backend/ml_models/prod/weights/rmvpe.pt
|
| 14 |
+
|
| 15 |
+
Generating pseudo-labels for 357 tracks...
|
| 16 |
+
Pseudo-labels: 357 new, 0 cached in outputs/rmvpe_ft_v8/pseudo_labels
|
| 17 |
+
Pseudo-label generation took 253s
|
| 18 |
+
Datasets: ['mir_st500', 'medleydb']
|
| 19 |
+
Train: 318 tracks, Val: 39 tracks
|
| 20 |
+
Smoke test: audio=torch.Size([40960]), label=torch.Size([257, 360]), label_max=0.9229, label_sum=535.0
|
| 21 |
+
RMVPE: 92.0M params
|
| 22 |
+
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| 23 |
+
=== Fine-tuning RMVPE: 10 epochs, lr=5e-05 ===
|
| 24 |
+
/userhome/cs/u3571824/fyp/muse/backend/ml_models/dev/vocal/finetune_rmvpe.py:722: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
|
| 25 |
+
with cuda_autocast(enabled=args.fp16 and device.type == 'cuda'):
|
| 26 |
+
Epoch 1/10 (9s) lr_head=4.88e-05 lr_enc=9.76e-07 | loss=0.1834 | val_RPA=0.8812
|
| 27 |
+
β
New best RPA: 0.8812
|
| 28 |
+
Epoch 2/10 (7s) lr_head=4.52e-05 lr_enc=9.05e-07 | loss=0.1834 | val_RPA=0.8467
|
| 29 |
+
Epoch 3/10 (6s) lr_head=3.97e-05 lr_enc=7.94e-07 | loss=0.1828 | val_RPA=0.8176
|
| 30 |
+
Epoch 4/10 (6s) lr_head=3.27e-05 lr_enc=6.55e-07 | loss=0.1831 | val_RPA=0.7698
|
| 31 |
+
Threshold sweep: best=0.600 RPA=0.9647
|
| 32 |
+
thred=0.005 RPA=0.6844
|
| 33 |
+
thred=0.010 RPA=0.7053
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| 34 |
+
thred=0.020 RPA=0.7278
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| 35 |
+
thred=0.030 RPA=0.7379
|
| 36 |
+
thred=0.040 RPA=0.7577
|
| 37 |
+
thred=0.050 RPA=0.7741
|
| 38 |
+
thred=0.060 RPA=0.7824
|
| 39 |
+
thred=0.080 RPA=0.7993
|
| 40 |
+
thred=0.100 RPA=0.8180
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| 41 |
+
thred=0.120 RPA=0.8342
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| 42 |
+
thred=0.150 RPA=0.8525
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| 43 |
+
thred=0.200 RPA=0.8767
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| 44 |
+
thred=0.250 RPA=0.8943
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| 45 |
+
thred=0.300 RPA=0.9150
|
| 46 |
+
thred=0.350 RPA=0.9331
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| 47 |
+
thred=0.400 RPA=0.9456
|
| 48 |
+
thred=0.450 RPA=0.9512
|
| 49 |
+
thred=0.500 RPA=0.9560
|
| 50 |
+
thred=0.550 RPA=0.9598
|
| 51 |
+
thred=0.600 RPA=0.9647 <<<
|
| 52 |
+
Epoch 5/10 (7s) lr_head=2.50e-05 lr_enc=5.00e-07 | loss=0.1831 | val_RPA=0.7379 (sweep_best=0.9647@0.600)
|
| 53 |
+
Threshold sweep: best=0.600 RPA=0.9520
|
| 54 |
+
thred=0.005 RPA=0.6532
|
| 55 |
+
thred=0.010 RPA=0.6819
|
| 56 |
+
thred=0.020 RPA=0.7027
|
| 57 |
+
thred=0.030 RPA=0.7180
|
| 58 |
+
thred=0.040 RPA=0.7298
|
| 59 |
+
thred=0.050 RPA=0.7445
|
| 60 |
+
thred=0.060 RPA=0.7656
|
| 61 |
+
thred=0.080 RPA=0.7783
|
| 62 |
+
thred=0.100 RPA=0.7900
|
| 63 |
+
thred=0.120 RPA=0.7965
|
| 64 |
+
thred=0.150 RPA=0.8152
|
| 65 |
+
thred=0.200 RPA=0.8408
|
| 66 |
+
thred=0.250 RPA=0.8631
|
| 67 |
+
thred=0.300 RPA=0.8842
|
| 68 |
+
thred=0.350 RPA=0.9048
|
| 69 |
+
thred=0.400 RPA=0.9189
|
| 70 |
+
thred=0.450 RPA=0.9368
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| 71 |
+
thred=0.500 RPA=0.9473
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| 72 |
+
thred=0.550 RPA=0.9488
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| 73 |
+
thred=0.600 RPA=0.9520 <<<
|
| 74 |
+
Epoch 6/10 (7s) lr_head=1.73e-05 lr_enc=3.45e-07 | loss=0.1828 | val_RPA=0.7180 (sweep_best=0.9520@0.600)
|
| 75 |
+
Early stopping at epoch 6
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| 76 |
+
|
| 77 |
+
Fine-tuning complete. Best RPA: 0.8812
|
| 78 |
+
Training finished at Mon Mar 30 15:24:24 HKT 2026
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| 79 |
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=== Upload to HuggingFace ===
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Uploading best.pt...
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| 288 |
+
|
| 289 |
outputs/rmvpe_ft_v8/best.pt : 9%|β | 31.9MB / 368MB [A[A
|
| 290 |
+
|
| 291 |
+
|
| 292 |
+
|
| 293 |
outputs/rmvpe_ft_v8/best.pt : 9%|β | 33.6MB / 368MB [A[A
|
| 294 |
+
|
| 295 |
+
|
| 296 |
+
|
| 297 |
outputs/rmvpe_ft_v8/best.pt : 10%|β | 36.4MB / 368MB [A[A
|
| 298 |
+
|
| 299 |
+
|
| 300 |
+
|
| 301 |
outputs/rmvpe_ft_v8/best.pt : 10%|β | 38.6MB / 368MB [A[A
|
| 302 |
+
|
| 303 |
+
|
| 304 |
+
|
| 305 |
outputs/rmvpe_ft_v8/best.pt : 11%|β | 41.4MB / 368MB [A[A
|
| 306 |
+
|
| 307 |
+
|
| 308 |
+
|
| 309 |
outputs/rmvpe_ft_v8/best.pt : 12%|ββ | 43.1MB / 368MB [A[A
|
| 310 |
+
|
| 311 |
+
|
| 312 |
+
|
| 313 |
outputs/rmvpe_ft_v8/best.pt : 12%|ββ | 45.3MB / 368MB [A[A
|
| 314 |
+
|
| 315 |
+
|
| 316 |
+
|
| 317 |
outputs/rmvpe_ft_v8/best.pt : 13%|ββ | 48.7MB / 368MB [A[A
|
| 318 |
+
|
| 319 |
+
|
| 320 |
+
|
| 321 |
outputs/rmvpe_ft_v8/best.pt : 14%|ββ | 50.3MB / 368MB [A[A
|
| 322 |
+
|
| 323 |
+
|
| 324 |
+
|
| 325 |
outputs/rmvpe_ft_v8/best.pt : 15%|ββ | 54.3MB / 368MB [A[A
|
| 326 |
+
|
| 327 |
+
|
| 328 |
+
|
| 329 |
outputs/rmvpe_ft_v8/best.pt : 16%|ββ | 57.6MB / 368MB [A[A
|
| 330 |
+
|
| 331 |
+
|
| 332 |
+
|
| 333 |
outputs/rmvpe_ft_v8/best.pt : 17%|ββ | 61.5MB / 368MB [A[A
|
| 334 |
+
|
| 335 |
+
|
| 336 |
+
|
| 337 |
outputs/rmvpe_ft_v8/best.pt : 18%|ββ | 66.0MB / 368MB [A[A
|
| 338 |
+
|
| 339 |
+
|
| 340 |
+
|
| 341 |
outputs/rmvpe_ft_v8/best.pt : 19%|ββ | 68.2MB / 368MB [A[A
|
| 342 |
+
|
| 343 |
+
|
| 344 |
+
|
| 345 |
outputs/rmvpe_ft_v8/best.pt : 20%|ββ | 72.7MB / 368MB [A[A
|
| 346 |
+
|
| 347 |
+
|
| 348 |
+
|
| 349 |
outputs/rmvpe_ft_v8/best.pt : 21%|ββ | 77.7MB / 368MB [A[A
|
| 350 |
+
|
| 351 |
+
|
| 352 |
+
|
| 353 |
outputs/rmvpe_ft_v8/best.pt : 22%|βββ | 80.5MB / 368MB [A[A
|
| 354 |
+
|
| 355 |
+
|
| 356 |
+
|
| 357 |
outputs/rmvpe_ft_v8/best.pt : 23%|βββ | 84.4MB / 368MB [A[A
|
| 358 |
+
|
| 359 |
+
|
| 360 |
+
|
| 361 |
outputs/rmvpe_ft_v8/best.pt : 24%|βββ | 89.4MB / 368MB [A[A
|
| 362 |
+
|
| 363 |
+
|
| 364 |
+
|
| 365 |
outputs/rmvpe_ft_v8/best.pt : 26%|βββ | 95.0MB / 368MB [A[A
|
| 366 |
+
|
| 367 |
+
|
| 368 |
+
|
| 369 |
outputs/rmvpe_ft_v8/best.pt : 27%|βββ | 100MB / 368MB [A[A
|
| 370 |
+
|
| 371 |
+
|
| 372 |
+
|
| 373 |
outputs/rmvpe_ft_v8/best.pt : 29%|βββ | 106MB / 368MB [A[A
|
| 374 |
+
|
| 375 |
+
|
| 376 |
+
|
| 377 |
outputs/rmvpe_ft_v8/best.pt : 30%|βββ | 112MB / 368MB [A[A
|
| 378 |
+
|
| 379 |
+
|
| 380 |
+
|
| 381 |
outputs/rmvpe_ft_v8/best.pt : 32%|ββββ | 119MB / 368MB [A[A
|
| 382 |
+
|
| 383 |
+
|
| 384 |
+
|
| 385 |
outputs/rmvpe_ft_v8/best.pt : 34%|ββββ | 125MB / 368MB [A[A
|
| 386 |
+
|
| 387 |
+
|
| 388 |
+
|
| 389 |
outputs/rmvpe_ft_v8/best.pt : 35%|ββββ | 129MB / 368MB [A[A
|
| 390 |
+
|
| 391 |
+
|
| 392 |
+
|
| 393 |
outputs/rmvpe_ft_v8/best.pt : 37%|ββββ | 136MB / 368MB [A[A
|
| 394 |
+
|
| 395 |
+
|
| 396 |
+
|
| 397 |
outputs/rmvpe_ft_v8/best.pt : 39%|ββββ | 145MB / 368MB [A[A
|
| 398 |
+
|
| 399 |
+
|
| 400 |
+
|
| 401 |
outputs/rmvpe_ft_v8/best.pt : 42%|βββββ | 154MB / 368MB [A[A
|
| 402 |
+
|
| 403 |
+
|
| 404 |
+
|
| 405 |
outputs/rmvpe_ft_v8/best.pt : 44%|βββββ | 162MB / 368MB [A[A
|
| 406 |
+
|
| 407 |
+
|
| 408 |
+
|
| 409 |
outputs/rmvpe_ft_v8/best.pt : 47%|βββββ | 171MB / 368MB [A[A
|
| 410 |
+
|
| 411 |
+
|
| 412 |
+
|
| 413 |
outputs/rmvpe_ft_v8/best.pt : 49%|βββββ | 180MB / 368MB [A[A
|
| 414 |
+
|
| 415 |
+
|
| 416 |
+
|
| 417 |
outputs/rmvpe_ft_v8/best.pt : 51%|βββββ | 188MB / 368MB [A[A
|
| 418 |
+
|
| 419 |
+
|
| 420 |
+
|
| 421 |
outputs/rmvpe_ft_v8/best.pt : 54%|ββββββ | 198MB / 368MB [A[A
|
| 422 |
+
|
| 423 |
+
|
| 424 |
+
|
| 425 |
outputs/rmvpe_ft_v8/best.pt : 56%|ββββββ | 208MB / 368MB [A[A
|
| 426 |
+
|
| 427 |
+
|
| 428 |
+
|
| 429 |
outputs/rmvpe_ft_v8/best.pt : 59%|ββββββ | 219MB / 368MB [A[A
|
| 430 |
+
|
| 431 |
+
|
| 432 |
+
|
| 433 |
outputs/rmvpe_ft_v8/best.pt : 62%|βββββββ | 230MB / 368MB [A[A
|
| 434 |
+
|
| 435 |
+
|
| 436 |
+
|
| 437 |
outputs/rmvpe_ft_v8/best.pt : 65%|βββββββ | 241MB / 368MB [A[A
|
| 438 |
+
|
| 439 |
+
|
| 440 |
+
|
| 441 |
outputs/rmvpe_ft_v8/best.pt : 69%|βββββββ | 252MB / 368MB [A[A
|
| 442 |
+
|
| 443 |
+
|
| 444 |
+
|
| 445 |
outputs/rmvpe_ft_v8/best.pt : 71%|βββββββ | 260MB / 368MB [A[A
|
| 446 |
+
|
| 447 |
+
|
| 448 |
+
|
| 449 |
outputs/rmvpe_ft_v8/best.pt : 73%|ββββββββ | 268MB / 368MB [A[A
|
| 450 |
+
|
| 451 |
+
|
| 452 |
+
|
| 453 |
outputs/rmvpe_ft_v8/best.pt : 74%|ββββββββ | 273MB / 368MB [A[A
|
| 454 |
+
|
| 455 |
+
|
| 456 |
+
|
| 457 |
outputs/rmvpe_ft_v8/best.pt : 77%|ββββββββ | 283MB / 368MB [A[A
|
| 458 |
+
|
| 459 |
+
|
| 460 |
+
|
| 461 |
outputs/rmvpe_ft_v8/best.pt : 78%|ββββββββ | 287MB / 368MB [A[A
|
| 462 |
+
|
| 463 |
+
|
| 464 |
+
|
| 465 |
outputs/rmvpe_ft_v8/best.pt : 79%|ββββββββ | 291MB / 368MB [A[A
|
| 466 |
+
|
| 467 |
+
|
| 468 |
+
|
| 469 |
outputs/rmvpe_ft_v8/best.pt : 81%|ββββββββ | 297MB / 368MB [A[A
|
| 470 |
+
|
| 471 |
+
|
| 472 |
+
|
| 473 |
outputs/rmvpe_ft_v8/best.pt : 82%|βββββββββ | 301MB / 368MB [A[A
|
| 474 |
+
|
| 475 |
+
|
| 476 |
+
|
| 477 |
outputs/rmvpe_ft_v8/best.pt : 83%|βββββββββ | 306MB / 368MB [A[A
|
| 478 |
+
|
| 479 |
+
|
| 480 |
+
|
| 481 |
outputs/rmvpe_ft_v8/best.pt : 85%|βββββββββ | 312MB / 368MB [A[A
|
| 482 |
+
|
| 483 |
+
|
| 484 |
+
|
| 485 |
outputs/rmvpe_ft_v8/best.pt : 86%|βββββββββ | 319MB / 368MB [A[A
|
| 486 |
+
|
| 487 |
+
|
| 488 |
+
|
| 489 |
outputs/rmvpe_ft_v8/best.pt : 88%|βββββββββ | 322MB / 368MB [A[A
|
| 490 |
+
|
| 491 |
+
|
| 492 |
+
|
| 493 |
outputs/rmvpe_ft_v8/best.pt : 89%|βββββββββ | 329MB / 368MB [A[A
|
| 494 |
+
|
| 495 |
+
|
| 496 |
+
|
| 497 |
outputs/rmvpe_ft_v8/best.pt : 91%|βββββββββ | 335MB / 368MB [A[A
|
| 498 |
+
|
| 499 |
+
|
| 500 |
+
|
| 501 |
outputs/rmvpe_ft_v8/best.pt : 92%|ββββββββββ| 339MB / 368MB [A[A
|
| 502 |
+
|
| 503 |
+
|
| 504 |
+
|
| 505 |
outputs/rmvpe_ft_v8/best.pt : 93%|ββββββββββ| 343MB / 368MB [A[A
|
| 506 |
+
|
| 507 |
+
|
| 508 |
+
|
| 509 |
outputs/rmvpe_ft_v8/best.pt : 94%|ββββββββββ| 346MB / 368MB [A[A
|
| 510 |
+
|
| 511 |
+
|
| 512 |
+
|
| 513 |
outputs/rmvpe_ft_v8/best.pt : 95%|ββββββββββ| 349MB / 368MB [A[A
|
| 514 |
+
|
| 515 |
+
|
| 516 |
+
|
| 517 |
outputs/rmvpe_ft_v8/best.pt : 95%|ββββββββββ| 351MB / 368MB [A[A
|
| 518 |
+
|
| 519 |
+
|
| 520 |
+
|
| 521 |
outputs/rmvpe_ft_v8/best.pt : 96%|ββββββββββ| 354MB / 368MB [A[A
|
| 522 |
+
|
| 523 |
+
|
| 524 |
+
|
| 525 |
outputs/rmvpe_ft_v8/best.pt : 97%|ββββββββββ| 357MB / 368MB [A[A
|
| 526 |
+
|
| 527 |
+
|
| 528 |
+
|
| 529 |
outputs/rmvpe_ft_v8/best.pt : 98%|ββββββββββ| 361MB / 368MB [A[A
|
| 530 |
+
|
| 531 |
+
|
| 532 |
+
|
| 533 |
outputs/rmvpe_ft_v8/best.pt : 99%|ββββββββββ| 363MB / 368MB [A[A
|
| 534 |
+
|
| 535 |
+
|
| 536 |
+
|
| 537 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 367MB / 368MB [A[A
|
| 538 |
+
|
| 539 |
+
|
| 540 |
+
|
| 541 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 542 |
+
|
| 543 |
+
|
| 544 |
+
|
| 545 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 546 |
+
|
| 547 |
+
|
| 548 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 549 |
+
|
| 550 |
+
|
| 551 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 552 |
+
|
| 553 |
+
|
| 554 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 555 |
+
|
| 556 |
+
|
| 557 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 558 |
+
|
| 559 |
+
|
| 560 |
+
|
| 561 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 562 |
+
|
| 563 |
+
|
| 564 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 565 |
+
|
| 566 |
+
|
| 567 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 568 |
+
|
| 569 |
+
|
| 570 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB [A[A
|
| 571 |
+
|
| 572 |
+
|
| 573 |
outputs/rmvpe_ft_v8/best.pt : 100%|ββββββββββ| 368MB / 368MB
|