Publish stopped run: training

best.pth

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 version https://git-lfs.github.com/spec/v1
-oid sha256:b48cb008d5e11e467819b101c2a31e813d537dafb0a3ca96e82977ff35fdb505
+oid sha256:1576906b38a9755e8a540f84ed45ec909cd988ecd9303f1ca5bf8fa575e7b0c0
 size 334132459

history.csv

@@ -2,3 +2,4 @@ epoch,train/loss,train/accuracy,train/lr,val/macro_f1,val/accuracy,val/loss,val/
 1,0.8770372211528201,0.8020125657659498,9.999999999999999e-05,0.7295007869819345,0.8529856723324731,0.8040603750975365,0.5947712418300654,0.7,0.6431095406360424,260.0,0.3372093023255814,0.6041666666666666,0.43283582089552236,48.0,0.6683995544002971,0.7853403141361257,0.7221664994984955,2292.0,0.878167641325536,0.8037466547725245,0.8393106660456451,1121.0,0.8337825696316262,0.785774767146486,0.8090671316477768,1181.0,0.9554299018792616,0.9068666140489345,0.9305150631681244,6335.0,3.9091507657183544,4.886438457147943,75.0,28.08806661453512
 2,0.7839569845987291,0.8364024109924912,0.00019999999999999998,0.758300835041255,0.8678472902020112,0.7568538655870551,0.6739130434782609,0.7153846153846154,0.6940298507462687,260.0,0.5227272727272727,0.4791666666666667,0.5,48.0,0.7260155574762316,0.7329842931937173,0.729483282674772,2292.0,0.836272040302267,0.8884924174843889,0.8615916955017301,1121.0,0.8132678132678133,0.8408128704487722,0.8268109908409659,1181.0,0.9487966402842837,0.9272296764009471,0.9378891904837937,6335.0,6.197079953018823,7.746349941273529,75.0,26.908721672362752
 3,0.7341814444322304,0.8539229708331205,0.0003,0.7481574256535654,0.8575242502447272,0.7531619453013658,0.6450511945392492,0.7269230769230769,0.6835443037974683,260.0,0.38461538461538464,0.7291666666666666,0.5035971223021583,48.0,0.7303167420814479,0.7041884816753927,0.717014660151044,2292.0,0.781557067271353,0.9223907225691347,0.8461538461538461,1121.0,0.7498171177761521,0.8679085520745131,0.804552590266876,1181.0,0.9640517386191836,0.9059194948697711,0.93408203125,6335.0,8.485558273907502,10.606947842384377,75.0,25.72909367236826
+4,0.6774179421172308,0.877138989630689,0.0003,0.7646253670400935,0.8714959508765685,0.7353450657170398,0.6189024390243902,0.7807692307692308,0.6904761904761905,260.0,0.5581395348837209,0.5,0.5274725274725275,48.0,0.7077922077922078,0.8084642233856894,0.754786150712831,2292.0,0.9015075376884422,0.800178412132025,0.8478260869565217,1121.0,0.8049959709911362,0.8458933107535986,0.8249380677126342,1181.0,0.967564870259481,0.918232044198895,0.9422531789098566,6335.0,10.778054057032532,13.472567571290666,75.0,24.547394814954863

last.pth

@@ -1,3 +1,3 @@
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-oid sha256:2341a14dc2873e4d0e3fdddbd8075541bc5b071ef4b978854c364d477dd5233c
+oid sha256:1576906b38a9755e8a540f84ed45ec909cd988ecd9303f1ca5bf8fa575e7b0c0
 size 334132459

live_status.json

@@ -1,10 +1,10 @@
 {
   "phase": "Classification validation",
-  "epoch": 3,
+  "epoch": 4,
   "step": 1405,
   "steps": 1405,
-  "estimated_compute_units": 8.484731701650885,
-  "safety_compute_units": 10.605914627063607,
+  "estimated_compute_units": 10.77599412406683,
+  "safety_compute_units": 13.469992655083537,
   "max_compute_units": 75.0,
-  "hours_until_training_stop": 25.729519740541775
+  "hours_until_training_stop": 24.548456636269886
 }

run_status.json

@@ -9,12 +9,12 @@
     "cpu_threads": 12
   },
   "patience": 7,
-  "completed_epochs": 3,
-  "best_validation_metric": 0.758300835041255,
+  "completed_epochs": 4,
+  "best_validation_metric": 0.7646253670400935,
   "compute_budget": {
-    "estimated_compute_units": 8.485949951695071,
-    "safety_compute_units": 10.60743743961884,
+    "estimated_compute_units": 10.778440493561163,
+    "safety_compute_units": 13.473050616951452,
     "max_compute_units": 75.0,
-    "hours_until_training_stop": 25.728891776733928
+    "hours_until_training_stop": 24.547195621199076
   }
 }

tensorboard/events.out.tfevents.1794428099.7c7159f138c8.4107.0

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-size 6367
+oid sha256:76ad03f1c18bd42c20b8f77301f36a4724a8f02d7af5c82cee3e6ea2cb530546
+size 8460

validation_confusion.csv

@@ -1,7 +1,7 @@
 ,human_useful_fire,domestic_origin,suspect_origin,fire_road_urban,forest_natural_area_wildfire,negative
-human_useful_fire,189,14,31,11,10,5
-domestic_origin,4,35,6,2,0,1
-suspect_origin,63,26,1614,215,218,156
-fire_road_urban,1,4,65,1034,15,2
-forest_natural_area_wildfire,2,0,90,14,1025,50
-negative,34,12,404,47,99,5739
+human_useful_fire,203,2,39,1,7,8
+domestic_origin,10,24,13,0,0,1
+suspect_origin,68,8,1853,73,144,146
+fire_road_urban,5,1,191,897,21,6
+forest_natural_area_wildfire,4,0,138,6,999,34
+negative,38,8,384,18,70,5817