Add folds 2-5 training checkpoints (1 new versions)

SHA-256 verified original checkpoints, provenance and restore aliases; existing archive retained.

checkpoint_index.json

@@ -9902,6 +9902,31 @@
       "path": "checkpoints/distilled-baseline/run-9293774d80/fold-5/last-b9f58748c1.pt",
       "bytes": 2214274,
       "sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "restore_paths": [],
+      "checkpoint": true,
+      "method": "distilled-baseline",
+      "run": "run-9293774d80",
+      "fold": 5,
+      "seed": 1,
+      "original_path": "results/distillation_crossfold/Fold_5/distilled/last.pt",
+      "locations": [
+        {
+          "source": "server",
+          "path": "results_distillation_crossfold/Fold_5/distilled/last.pt"
+        }
+      ],
+      "provenance": {
+        "repository": "ldmberman/pse-tae",
+        "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
+        "pod_id": "2mhh77m1o5q4sh",
+        "resumed_from_published_archive": false
+      },
+      "epoch": 98
+    },
+    {
+      "path": "checkpoints/distilled-baseline/run-9293774d80/fold-5/last-dfe4fbd5a4.pt",
+      "bytes": 2217538,
+      "sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "restore_paths": [
         "results/distillation_crossfold/Fold_5/distilled/last.pt",
         "results_distillation_crossfold/Fold_5/distilled/last.pt"
@@ -9924,7 +9949,7 @@
         "pod_id": "2mhh77m1o5q4sh",
         "resumed_from_published_archive": false
       },
-      "epoch": 98
+      "epoch": 100
     }
   ],
   "alias_conflicts": [
@@ -10132,7 +10157,7 @@
     },
     {
       "path": "results/distillation_crossfold/Fold_5/distilled/last.pt",
-      "selected_sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "selected_sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "alternatives": [
         "03328a1af55d8d3e8701e6337f3c02e81ec036cff16db7dd6686df98c961ae55",
         "03874d9b5c97a378bdf64b11f24e4a4e5a8d6655955e3d950f4714cce63a14ee",
@@ -10209,6 +10234,7 @@
         "d030bd273662fce2546dba43318e3c5330abb3d2826823108c8e0f4899e14f35",
         "dcabbfc81f1967fcc0e0d4453d9255697e2aa3dd5300c502c499bbd273b2fbbc",
         "dd11e5c284c6e0a46e124503b77707df04df3192492f94658044122812a2349e",
+        "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
         "e03eb0790ca8e4890b3c254a3e3bf888fdb6d26d18b2cbb6cd90beeb64be7c53",
         "e12695dc3b56c6d8b0ff0d916eaf3ddb1c3d94356a4071e9b505c26302eccc51",
         "e2172ad52e0c046fd71c7d7762f68f07418d438e2a71d8c4cbaa98ced01baab4",
@@ -10228,7 +10254,7 @@
     },
     {
       "path": "results_distillation_crossfold/Fold_5/distilled/last.pt",
-      "selected_sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "selected_sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "alternatives": [
         "03328a1af55d8d3e8701e6337f3c02e81ec036cff16db7dd6686df98c961ae55",
         "03874d9b5c97a378bdf64b11f24e4a4e5a8d6655955e3d950f4714cce63a14ee",
@@ -10305,6 +10331,7 @@
         "d030bd273662fce2546dba43318e3c5330abb3d2826823108c8e0f4899e14f35",
         "dcabbfc81f1967fcc0e0d4453d9255697e2aa3dd5300c502c499bbd273b2fbbc",
         "dd11e5c284c6e0a46e124503b77707df04df3192492f94658044122812a2349e",
+        "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
         "e03eb0790ca8e4890b3c254a3e3bf888fdb6d26d18b2cbb6cd90beeb64be7c53",
         "e12695dc3b56c6d8b0ff0d916eaf3ddb1c3d94356a4071e9b505c26302eccc51",
         "e2172ad52e0c046fd71c7d7762f68f07418d438e2a71d8c4cbaa98ced01baab4",

checkpoints/distilled-baseline/run-9293774d80/fold-5/last-dfe4fbd5a4.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c
+size 2217538

manifest.json

@@ -17363,6 +17363,31 @@
       "path": "checkpoints/distilled-baseline/run-9293774d80/fold-5/last-b9f58748c1.pt",
       "bytes": 2214274,
       "sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "restore_paths": [],
+      "checkpoint": true,
+      "method": "distilled-baseline",
+      "run": "run-9293774d80",
+      "fold": 5,
+      "seed": 1,
+      "original_path": "results/distillation_crossfold/Fold_5/distilled/last.pt",
+      "locations": [
+        {
+          "source": "server",
+          "path": "results_distillation_crossfold/Fold_5/distilled/last.pt"
+        }
+      ],
+      "provenance": {
+        "repository": "ldmberman/pse-tae",
+        "source_commit": "78fe047b7aa807421e43b3fe1dc4d965814b10a7",
+        "pod_id": "2mhh77m1o5q4sh",
+        "resumed_from_published_archive": false
+      },
+      "epoch": 98
+    },
+    {
+      "path": "checkpoints/distilled-baseline/run-9293774d80/fold-5/last-dfe4fbd5a4.pt",
+      "bytes": 2217538,
+      "sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "restore_paths": [
         "results/distillation_crossfold/Fold_5/distilled/last.pt",
         "results_distillation_crossfold/Fold_5/distilled/last.pt"
@@ -17385,12 +17410,22 @@
         "pod_id": "2mhh77m1o5q4sh",
         "resumed_from_published_archive": false
       },
-      "epoch": 98
+      "epoch": 100
+    },
+    {
+      "path": "metadata/results/distillation_crossfold/Fold_5/distilled/done.json",
+      "bytes": 33,
+      "sha256": "c0f30bd82f4a319dfeb0f56c0f61e3fcbf8ed5da7bd18963fe06220569e52c65",
+      "restore_paths": [
+        "results/distillation_crossfold/Fold_5/distilled/done.json",
+        "results_distillation_crossfold/Fold_5/distilled/done.json"
+      ],
+      "checkpoint": false
     },
     {
       "path": "metadata/results/distillation_crossfold/Fold_5/distilled/history.json",
-      "bytes": 743651,
-      "sha256": "eb98787cda59bccdc5b871c48211ea97e38e25951f543c2dbd13d64267dff64d",
+      "bytes": 758754,
+      "sha256": "873da679d754f61abe3f7e22d28e65237cb5920655981c4876319504cc196612",
       "restore_paths": [
         "results/distillation_crossfold/Fold_5/distilled/history.json",
         "results_distillation_crossfold/Fold_5/distilled/history.json"
@@ -17399,14 +17434,14 @@
     },
     {
       "path": "checkpoint_index.json",
-      "bytes": 365752,
-      "sha256": "0fb7ba844c1cf9467c0044a3f9460bc376bb647e78381234a18628ffeb2313dc",
+      "bytes": 366754,
+      "sha256": "63ea0a023622d760d1aeaa95cfce8dd18dff146aa32db288c2ba56eb0ace730f",
       "restore_paths": [],
       "checkpoint": false
     }
   ],
-  "checkpoint_count": 398,
-  "checkpoint_bytes": 827552108,
+  "checkpoint_count": 399,
+  "checkpoint_bytes": 829769646,
   "alias_conflicts": [
     {
       "path": "results/capacity_large/Fold_1/capacity_large/best.pt",
@@ -17612,7 +17647,7 @@
     },
     {
       "path": "results/distillation_crossfold/Fold_5/distilled/last.pt",
-      "selected_sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "selected_sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "alternatives": [
         "03328a1af55d8d3e8701e6337f3c02e81ec036cff16db7dd6686df98c961ae55",
         "03874d9b5c97a378bdf64b11f24e4a4e5a8d6655955e3d950f4714cce63a14ee",
@@ -17689,6 +17724,7 @@
         "d030bd273662fce2546dba43318e3c5330abb3d2826823108c8e0f4899e14f35",
         "dcabbfc81f1967fcc0e0d4453d9255697e2aa3dd5300c502c499bbd273b2fbbc",
         "dd11e5c284c6e0a46e124503b77707df04df3192492f94658044122812a2349e",
+        "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
         "e03eb0790ca8e4890b3c254a3e3bf888fdb6d26d18b2cbb6cd90beeb64be7c53",
         "e12695dc3b56c6d8b0ff0d916eaf3ddb1c3d94356a4071e9b505c26302eccc51",
         "e2172ad52e0c046fd71c7d7762f68f07418d438e2a71d8c4cbaa98ced01baab4",
@@ -17708,7 +17744,7 @@
     },
     {
       "path": "results_distillation_crossfold/Fold_5/distilled/last.pt",
-      "selected_sha256": "b9f58748c1e4cab34d855847f5242f276353596cb0fb1b31aa954fe781da1d9e",
+      "selected_sha256": "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
       "alternatives": [
         "03328a1af55d8d3e8701e6337f3c02e81ec036cff16db7dd6686df98c961ae55",
         "03874d9b5c97a378bdf64b11f24e4a4e5a8d6655955e3d950f4714cce63a14ee",
@@ -17785,6 +17821,7 @@
         "d030bd273662fce2546dba43318e3c5330abb3d2826823108c8e0f4899e14f35",
         "dcabbfc81f1967fcc0e0d4453d9255697e2aa3dd5300c502c499bbd273b2fbbc",
         "dd11e5c284c6e0a46e124503b77707df04df3192492f94658044122812a2349e",
+        "dfe4fbd5a4a109fa2632cf763194f8570ee6fbfc2709e4cd721f88793e1e8e2c",
         "e03eb0790ca8e4890b3c254a3e3bf888fdb6d26d18b2cbb6cd90beeb64be7c53",
         "e12695dc3b56c6d8b0ff0d916eaf3ddb1c3d94356a4071e9b505c26302eccc51",
         "e2172ad52e0c046fd71c7d7762f68f07418d438e2a71d8c4cbaa98ced01baab4",

metadata/results/distillation_crossfold/Fold_5/distilled/done.json

@@ -0,0 +1 @@
+{"epochs": 100, "best_epoch": 66}

metadata/results/distillation_crossfold/Fold_5/distilled/history.json

@@ -51082,5 +51082,1037 @@
         ]
       ]
     }
+  },
+  {
+    "epoch": 99,
+    "validation": {
+      "oa": 0.9459290024292767,
+      "miou": 0.5142420836989314,
+      "mean_recall": 0.5785065056683972,
+      "iou": [
+        0.9385001983864568,
+        0.08108108108108109,
+        0.5512820512820513,
+        0.9562780269058296,
+        0.9385658516539963,
+        0.25,
+        0.18840579710144928,
+        0.2958199356913183,
+        0.1891891891891892,
+        0.9746682750301568,
+        0.85,
+        0.9156050955414012,
+        0.3854166666666667,
+        0.379746835443038,
+        0.5621621621621622,
+        0.234375,
+        0.09375,
+        0.9363515312916112,
+        0.4097978227060653,
+        0.15384615384615385
+      ],
+      "recall": [
+        0.9808330261702912,
+        0.08571428571428572,
+        0.7166666666666667,
+        0.979784056972203,
+        0.9792068595927117,
+        0.3076923076923077,
+        0.23780487804878048,
+        0.34328358208955223,
+        0.23333333333333334,
+        0.9901960784313726,
+        0.8947368421052632,
+        0.968013468013468,
+        0.49333333333333335,
+        0.4918032786885246,
+        0.6709677419354839,
+        0.3225806451612903,
+        0.11538461538461539,
+        0.973421926910299,
+        0.5126459143968871,
+        0.2727272727272727
+      ],
+      "precision": [
+        0.9560335923114923,
+        0.6,
+        0.7049180327868853,
+        0.9755260750228728,
+        0.9576519916142557,
+        0.5714285714285714,
+        0.47560975609756095,
+        0.6814814814814815,
+        0.5,
+        0.9841656516443362,
+        0.9444444444444444,
+        0.9441707717569786,
+        0.6379310344827587,
+        0.625,
+        0.7761194029850746,
+        0.46153846153846156,
+        0.3333333333333333,
+        0.9609182836840667,
+        0.6713375796178344,
+        0.2608695652173913
+      ],
+      "confusion": [
+        [
+          21288,
+          0,
+          3,
+          33,
+          32,
+          1,
+          2,
+          70,
+          4,
+          4,
+          0,
+          4,
+          1,
+          2,
+          8,
+          21,
+          5,
+          43,
+          171,
+          12
+        ],
+        [
+          1,
+          3,
+          1,
+          0,
+          30,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          8,
+          0,
+          86,
+          3,
+          15,
+          0,
+          1,
+          1,
+          0,
+          0,
+          0,
+          2,
+          1,
+          0,
+          0,
+          0,
+          0,
+          3,
+          0,
+          0
+        ],
+        [
+          41,
+          0,
+          2,
+          4265,
+          11,
+          5,
+          0,
+          0,
+          0,
+          0,
+          0,
+          11,
+          0,
+          1,
+          0,
+          0,
+          0,
+          5,
+          12,
+          0
+        ],
+        [
+          32,
+          1,
+          11,
+          5,
+          4568,
+          0,
+          29,
+          2,
+          0,
+          4,
+          0,
+          1,
+          6,
+          0,
+          0,
+          0,
+          0,
+          2,
+          4,
+          0
+        ],
+        [
+          3,
+          0,
+          1,
+          17,
+          1,
+          12,
+          0,
+          2,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          6,
+          1,
+          13,
+          5,
+          86,
+          1,
+          39,
+          1,
+          0,
+          0,
+          1,
+          1,
+          8,
+          1,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          327,
+          0,
+          2,
+          9,
+          3,
+          1,
+          1,
+          184,
+          0,
+          1,
+          1,
+          3,
+          3,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          7,
+          0,
+          0,
+          3,
+          6,
+          1,
+          2,
+          1,
+          7,
+          0,
+          0,
+          0,
+          1,
+          0,
+          1,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          2,
+          0,
+          0,
+          1,
+          3,
+          0,
+          0,
+          0,
+          0,
+          808,
+          2,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          4,
+          0,
+          0,
+          4,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          119,
+          4,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          8,
+          0,
+          1,
+          6,
+          0,
+          0,
+          0,
+          1,
+          0,
+          1,
+          1,
+          575,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          9,
+          0,
+          1,
+          3,
+          8,
+          0,
+          7,
+          6,
+          0,
+          2,
+          0,
+          0,
+          37,
+          1,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0
+        ],
+        [
+          7,
+          0,
+          0,
+          4,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          2,
+          1,
+          0,
+          30,
+          5,
+          0,
+          0,
+          1,
+          11,
+          0
+        ],
+        [
+          18,
+          0,
+          0,
+          3,
+          2,
+          0,
+          0,
+          0,
+          2,
+          0,
+          0,
+          4,
+          0,
+          6,
+          104,
+          0,
+          0,
+          6,
+          10,
+          0
+        ],
+        [
+          50,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          30,
+          1,
+          0,
+          2,
+          10
+        ],
+        [
+          18,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          3,
+          2,
+          2,
+          0
+        ],
+        [
+          53,
+          0,
+          0,
+          2,
+          1,
+          0,
+          0,
+          2,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          2,
+          0,
+          0,
+          3516,
+          36,
+          0
+        ],
+        [
+          369,
+          0,
+          1,
+          8,
+          3,
+          0,
+          1,
+          0,
+          0,
+          1,
+          0,
+          3,
+          0,
+          7,
+          12,
+          6,
+          0,
+          78,
+          527,
+          12
+        ],
+        [
+          16,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          8,
+          0,
+          0,
+          8,
+          12
+        ]
+      ]
+    }
+  },
+  {
+    "epoch": 100,
+    "validation": {
+      "oa": 0.9426377243162761,
+      "miou": 0.5147523060217545,
+      "mean_recall": 0.5914825519067529,
+      "iou": [
+        0.934995350484878,
+        0.1111111111111111,
+        0.5034013605442177,
+        0.9566292134831461,
+        0.9372807922426243,
+        0.2608695652173913,
+        0.18723404255319148,
+        0.3203342618384401,
+        0.19444444444444445,
+        0.9746682750301568,
+        0.8461538461538461,
+        0.9214743589743589,
+        0.358695652173913,
+        0.3670886075949367,
+        0.5604395604395604,
+        0.2616279069767442,
+        0.1111111111111111,
+        0.9345047923322684,
+        0.4101247248716067,
+        0.14285714285714285
+      ],
+      "recall": [
+        0.9728621452266863,
+        0.11428571428571428,
+        0.6166666666666667,
+        0.9779462439696761,
+        0.9738478027867096,
+        0.3076923076923077,
+        0.2682926829268293,
+        0.4291044776119403,
+        0.23333333333333334,
+        0.9901960784313726,
+        0.9097744360902256,
+        0.968013468013468,
+        0.44,
+        0.47540983606557374,
+        0.6580645161290323,
+        0.4838709677419355,
+        0.15384615384615385,
+        0.9717607973421927,
+        0.5437743190661478,
+        0.3409090909090909
+      ],
+      "precision": [
+        0.9600345548786032,
+        0.8,
+        0.7326732673267327,
+        0.9777216352779053,
+        0.9614814814814815,
+        0.631578947368421,
+        0.3826086956521739,
+        0.558252427184466,
+        0.5384615384615384,
+        0.9841656516443362,
+        0.9236641221374046,
+        0.9504132231404959,
+        0.66,
+        0.6170212765957447,
+        0.7906976744186046,
+        0.3629032258064516,
+        0.2857142857142857,
+        0.9605911330049262,
+        0.6252796420581656,
+        0.19736842105263158
+      ],
+      "confusion": [
+        [
+          21115,
+          0,
+          2,
+          29,
+          20,
+          2,
+          3,
+          163,
+          3,
+          3,
+          1,
+          1,
+          1,
+          1,
+          7,
+          57,
+          7,
+          39,
+          224,
+          26
+        ],
+        [
+          1,
+          4,
+          0,
+          0,
+          30,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          7,
+          0,
+          74,
+          4,
+          20,
+          0,
+          4,
+          2,
+          0,
+          0,
+          0,
+          2,
+          3,
+          0,
+          0,
+          0,
+          0,
+          4,
+          0,
+          0
+        ],
+        [
+          49,
+          0,
+          1,
+          4257,
+          9,
+          3,
+          0,
+          0,
+          0,
+          0,
+          1,
+          13,
+          0,
+          1,
+          2,
+          0,
+          0,
+          4,
+          13,
+          0
+        ],
+        [
+          49,
+          1,
+          7,
+          3,
+          4543,
+          0,
+          49,
+          1,
+          0,
+          4,
+          0,
+          1,
+          2,
+          0,
+          0,
+          0,
+          0,
+          1,
+          4,
+          0
+        ],
+        [
+          5,
+          0,
+          0,
+          18,
+          1,
+          12,
+          0,
+          1,
+          2,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          6,
+          0,
+          13,
+          5,
+          81,
+          1,
+          44,
+          2,
+          0,
+          0,
+          1,
+          1,
+          8,
+          0,
+          1,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          286,
+          0,
+          1,
+          7,
+          1,
+          0,
+          1,
+          230,
+          0,
+          2,
+          1,
+          1,
+          2,
+          0,
+          1,
+          0,
+          0,
+          2,
+          1,
+          0
+        ],
+        [
+          9,
+          0,
+          0,
+          3,
+          5,
+          1,
+          2,
+          1,
+          7,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          2,
+          0,
+          0,
+          1,
+          3,
+          0,
+          0,
+          0,
+          0,
+          808,
+          2,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          3,
+          0,
+          0,
+          4,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          121,
+          3,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          1,
+          0
+        ],
+        [
+          8,
+          0,
+          1,
+          6,
+          0,
+          0,
+          0,
+          1,
+          0,
+          1,
+          1,
+          575,
+          1,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          10,
+          0,
+          1,
+          2,
+          7,
+          0,
+          10,
+          8,
+          0,
+          2,
+          0,
+          0,
+          33,
+          2,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0
+        ],
+        [
+          6,
+          0,
+          0,
+          3,
+          0,
+          0,
+          1,
+          0,
+          0,
+          0,
+          2,
+          0,
+          0,
+          29,
+          7,
+          0,
+          0,
+          0,
+          13,
+          0
+        ],
+        [
+          17,
+          0,
+          0,
+          2,
+          1,
+          0,
+          0,
+          0,
+          1,
+          0,
+          1,
+          6,
+          0,
+          7,
+          102,
+          0,
+          0,
+          5,
+          13,
+          0
+        ],
+        [
+          26,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          45,
+          1,
+          0,
+          7,
+          14
+        ],
+        [
+          13,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          4,
+          3,
+          5,
+          1
+        ],
+        [
+          49,
+          0,
+          0,
+          2,
+          1,
+          0,
+          0,
+          3,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          2,
+          0,
+          1,
+          3510,
+          43,
+          1
+        ],
+        [
+          322,
+          0,
+          1,
+          8,
+          3,
+          0,
+          1,
+          0,
+          0,
+          0,
+          0,
+          2,
+          0,
+          7,
+          6,
+          13,
+          1,
+          86,
+          559,
+          19
+        ],
+        [
+          11,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          0,
+          9,
+          0,
+          0,
+          9,
+          15
+        ]
+      ]
+    }
   }
 ]