Separate metrics after transistor
Browse files
runs/mvtec_separated2/summary.json
CHANGED
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@@ -59,11 +59,16 @@
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| 59 |
"I-AUROC": 0.7833333333333334,
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| 60 |
"P-AUROC": 0.858281962459468,
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| 61 |
"P-AP": 0.11349973411057691
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| 62 |
}
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| 63 |
},
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| 64 |
"average": {
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| 65 |
-
"I-AUROC": 0.
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| 66 |
-
"P-AUROC": 0.
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| 67 |
-
"P-AP": 0.
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| 68 |
}
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| 69 |
}
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| 59 |
"I-AUROC": 0.7833333333333334,
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| 60 |
"P-AUROC": 0.858281962459468,
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| 61 |
"P-AP": 0.11349973411057691
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| 62 |
+
},
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| 63 |
+
"transistor": {
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| 64 |
+
"I-AUROC": 0.8204166666666666,
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| 65 |
+
"P-AUROC": 0.46885337134792404,
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| 66 |
+
"P-AP": 0.06142472533344219
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| 67 |
}
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| 68 |
},
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| 69 |
"average": {
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| 70 |
+
"I-AUROC": 0.8047089788846133,
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| 71 |
+
"P-AUROC": 0.7218300015743662,
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| 72 |
+
"P-AP": 0.24682427239911436
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| 73 |
}
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| 74 |
}
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runs/mvtec_separated2/transistor/metrics/best_summary.json
ADDED
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@@ -0,0 +1,11 @@
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+
{
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"category": "transistor",
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| 3 |
+
"skipped": false,
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| 4 |
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"last_epoch": 19,
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| 5 |
+
"best_metric": 0.8204166666666666,
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| 6 |
+
"best_eval": {
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| 7 |
+
"I-AUROC": 0.8204166666666666,
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| 8 |
+
"P-AUROC": 0.46885337134792404,
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| 9 |
+
"P-AP": 0.06142472533344219
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| 10 |
+
}
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| 11 |
+
}
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runs/mvtec_separated2/transistor/metrics/epoch_metrics.jsonl
ADDED
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@@ -0,0 +1,19 @@
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| 1 |
+
{"epoch": 1, "category": "transistor", "train": {"total": 2.4217512130737306, "l2_img": 0.07274978533387184, "ssim_img": 0.6539297044277191, "l2_jnd": 0.10674467384815216, "ssim_jnd": 0.878100460767746, "focal": 0.7102265954017639}, "eval": {"I-AUROC": 0.48708333333333337, "P-AUROC": 0.5237504083586169, "P-AP": 0.05588759645477494}, "monitor": "I-AUROC", "monitor_value": 0.48708333333333337, "elapsed_sec": 27.65}
|
| 2 |
+
{"epoch": 2, "category": "transistor", "train": {"total": 2.0383032321929933, "l2_img": 0.06046220660209656, "ssim_img": 0.5017407417297364, "l2_jnd": 0.09131481051445008, "ssim_jnd": 0.7634773850440979, "focal": 0.6213080823421478}, "eval": {"I-AUROC": 0.44625, "P-AUROC": 0.5577337179267977, "P-AP": 0.06545495751480647}, "monitor": "I-AUROC", "monitor_value": 0.44625, "elapsed_sec": 25.91}
|
| 3 |
+
{"epoch": 3, "category": "transistor", "train": {"total": 1.787614679336548, "l2_img": 0.05060836710035801, "ssim_img": 0.40072070956230166, "l2_jnd": 0.08068856373429298, "ssim_jnd": 0.7068156898021698, "focal": 0.5487813234329224}, "eval": {"I-AUROC": 0.7104166666666666, "P-AUROC": 0.5289418530253032, "P-AP": 0.06527164692008361}, "monitor": "I-AUROC", "monitor_value": 0.7104166666666666, "elapsed_sec": 25.56}
|
| 4 |
+
{"epoch": 4, "category": "transistor", "train": {"total": 1.606917142868042, "l2_img": 0.04136438257992268, "ssim_img": 0.32849045395851134, "l2_jnd": 0.0706864632666111, "ssim_jnd": 0.6680916249752045, "focal": 0.4982842206954956}, "eval": {"I-AUROC": 0.6875, "P-AUROC": 0.5279929314630051, "P-AP": 0.06163755080925702}, "monitor": "I-AUROC", "monitor_value": 0.6875, "elapsed_sec": 25.51}
|
| 5 |
+
{"epoch": 5, "category": "transistor", "train": {"total": 1.476472520828247, "l2_img": 0.034182754904031755, "ssim_img": 0.2743928968906403, "l2_jnd": 0.06078438982367516, "ssim_jnd": 0.6310685932636261, "focal": 0.4760438561439514}, "eval": {"I-AUROC": 0.7766666666666667, "P-AUROC": 0.5099418828529669, "P-AP": 0.06886235939323491}, "monitor": "I-AUROC", "monitor_value": 0.7766666666666667, "elapsed_sec": 25.82}
|
| 6 |
+
{"epoch": 6, "category": "transistor", "train": {"total": 1.3206415891647338, "l2_img": 0.028965644538402557, "ssim_img": 0.2349081814289093, "l2_jnd": 0.05245983302593231, "ssim_jnd": 0.5952715754508973, "focal": 0.4090363711118698}, "eval": {"I-AUROC": 0.7554166666666665, "P-AUROC": 0.49711475501512076, "P-AP": 0.056115366862564256}, "monitor": "I-AUROC", "monitor_value": 0.7554166666666665, "elapsed_sec": 25.48}
|
| 7 |
+
{"epoch": 7, "category": "transistor", "train": {"total": 1.2389719128608703, "l2_img": 0.024863418377935886, "ssim_img": 0.20756038427352905, "l2_jnd": 0.045720703154802325, "ssim_jnd": 0.5668018460273743, "focal": 0.39402555823326113}, "eval": {"I-AUROC": 0.7608333333333334, "P-AUROC": 0.49062436406578463, "P-AP": 0.05642753113242281}, "monitor": "I-AUROC", "monitor_value": 0.7608333333333334, "elapsed_sec": 25.67}
|
| 8 |
+
{"epoch": 8, "category": "transistor", "train": {"total": 1.162066102027893, "l2_img": 0.022075193747878075, "ssim_img": 0.18731271028518676, "l2_jnd": 0.04041219539940357, "ssim_jnd": 0.5402774810791016, "focal": 0.3719885140657425}, "eval": {"I-AUROC": 0.6941666666666667, "P-AUROC": 0.48904995487852104, "P-AP": 0.060989093427414875}, "monitor": "I-AUROC", "monitor_value": 0.6941666666666667, "elapsed_sec": 26.04}
|
| 9 |
+
{"epoch": 9, "category": "transistor", "train": {"total": 1.1288323044776916, "l2_img": 0.02001546286046505, "ssim_img": 0.17673022747039796, "l2_jnd": 0.03637338504195213, "ssim_jnd": 0.5208687484264374, "focal": 0.3748444586992264}, "eval": {"I-AUROC": 0.8204166666666666, "P-AUROC": 0.46885337134792404, "P-AP": 0.06142472533344219}, "monitor": "I-AUROC", "monitor_value": 0.8204166666666666, "elapsed_sec": 26.05}
|
| 10 |
+
{"epoch": 10, "category": "transistor", "train": {"total": 1.0265503346920013, "l2_img": 0.018524494022130966, "ssim_img": 0.16362158656120301, "l2_jnd": 0.032465328462421894, "ssim_jnd": 0.49571913480758667, "focal": 0.3162197917699814}, "eval": {"I-AUROC": 0.8016666666666667, "P-AUROC": 0.45962341473331697, "P-AP": 0.07150570431675593}, "monitor": "I-AUROC", "monitor_value": 0.8016666666666667, "elapsed_sec": 25.92}
|
| 11 |
+
{"epoch": 11, "category": "transistor", "train": {"total": 1.0189623892307282, "l2_img": 0.01725885719060898, "ssim_img": 0.1598162055015564, "l2_jnd": 0.029521469958126545, "ssim_jnd": 0.4783544182777405, "focal": 0.33401144593954085}, "eval": {"I-AUROC": 0.7870833333333334, "P-AUROC": 0.4636844693497235, "P-AP": 0.06928700675558452}, "monitor": "I-AUROC", "monitor_value": 0.7870833333333334, "elapsed_sec": 26.06}
|
| 12 |
+
{"epoch": 12, "category": "transistor", "train": {"total": 0.9671236336231231, "l2_img": 0.016905376501381398, "ssim_img": 0.15825458765029907, "l2_jnd": 0.02688817847520113, "ssim_jnd": 0.45976433753967283, "focal": 0.3053111657500267}, "eval": {"I-AUROC": 0.7866666666666666, "P-AUROC": 0.4731018487833036, "P-AP": 0.06578798126200382}, "monitor": "I-AUROC", "monitor_value": 0.7866666666666666, "elapsed_sec": 25.43}
|
| 13 |
+
{"epoch": 13, "category": "transistor", "train": {"total": 0.9846271395683288, "l2_img": 0.015930119529366495, "ssim_img": 0.1537384569644928, "l2_jnd": 0.024433478899300098, "ssim_jnd": 0.44440447688102724, "focal": 0.3461206018924713}, "eval": {"I-AUROC": 0.7183333333333334, "P-AUROC": 0.435505389314256, "P-AP": 0.06298778715869362}, "monitor": "I-AUROC", "monitor_value": 0.7183333333333334, "elapsed_sec": 25.5}
|
| 14 |
+
{"epoch": 14, "category": "transistor", "train": {"total": 0.9001374900341034, "l2_img": 0.014946848340332507, "ssim_img": 0.14699316024780273, "l2_jnd": 0.022445116005837918, "ssim_jnd": 0.4300664007663727, "focal": 0.28568597286939623}, "eval": {"I-AUROC": 0.5979166666666667, "P-AUROC": 0.49235542215086214, "P-AP": 0.05734651141823262}, "monitor": "I-AUROC", "monitor_value": 0.5979166666666667, "elapsed_sec": 25.59}
|
| 15 |
+
{"epoch": 15, "category": "transistor", "train": {"total": 0.9198903560638427, "l2_img": 0.01405106782913208, "ssim_img": 0.14137642979621887, "l2_jnd": 0.02142357137054205, "ssim_jnd": 0.4223065793514252, "focal": 0.32073271125555036}, "eval": {"I-AUROC": 0.7537499999999999, "P-AUROC": 0.4843142018043855, "P-AP": 0.07978688911146387}, "monitor": "I-AUROC", "monitor_value": 0.7537499999999999, "elapsed_sec": 25.83}
|
| 16 |
+
{"epoch": 16, "category": "transistor", "train": {"total": 0.8654122650623322, "l2_img": 0.013391227554529905, "ssim_img": 0.13682231903076172, "l2_jnd": 0.0201688589528203, "ssim_jnd": 0.4130506873130798, "focal": 0.2819791674613953}, "eval": {"I-AUROC": 0.7050000000000001, "P-AUROC": 0.4921227884553995, "P-AP": 0.06831323535519304}, "monitor": "I-AUROC", "monitor_value": 0.7050000000000001, "elapsed_sec": 25.92}
|
| 17 |
+
{"epoch": 17, "category": "transistor", "train": {"total": 0.8672894716262818, "l2_img": 0.012893235310912132, "ssim_img": 0.13336514830589294, "l2_jnd": 0.01910995803773403, "ssim_jnd": 0.40584065318107604, "focal": 0.2960804656147957}, "eval": {"I-AUROC": 0.7333333333333333, "P-AUROC": 0.5250234542570981, "P-AP": 0.07552045744657256}, "monitor": "I-AUROC", "monitor_value": 0.7333333333333333, "elapsed_sec": 26.32}
|
| 18 |
+
{"epoch": 18, "category": "transistor", "train": {"total": 0.8614295482635498, "l2_img": 0.012609210051596164, "ssim_img": 0.13125377297401428, "l2_jnd": 0.018319820612668992, "ssim_jnd": 0.3988030731678009, "focal": 0.3004436641931534}, "eval": {"I-AUROC": 0.5183333333333333, "P-AUROC": 0.473863031492033, "P-AP": 0.0640740243157961}, "monitor": "I-AUROC", "monitor_value": 0.5183333333333333, "elapsed_sec": 26.29}
|
| 19 |
+
{"epoch": 19, "category": "transistor", "train": {"total": 0.8184652328491211, "l2_img": 0.012519903294742108, "ssim_img": 0.1293099582195282, "l2_jnd": 0.017880748398602007, "ssim_jnd": 0.39486156702041625, "focal": 0.2638930544257164}, "eval": {"I-AUROC": 0.6608333333333333, "P-AUROC": 0.43286445187671574, "P-AP": 0.057727868909298874}, "monitor": "I-AUROC", "monitor_value": 0.6608333333333333, "elapsed_sec": 26.03}
|
runs/mvtec_separated2/transistor/metrics/metrics_history.json
ADDED
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@@ -0,0 +1,291 @@
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| 1 |
+
{
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| 2 |
+
"train": [
|
| 3 |
+
{
|
| 4 |
+
"epoch": 1,
|
| 5 |
+
"total": 2.4217512130737306,
|
| 6 |
+
"l2_img": 0.07274978533387184,
|
| 7 |
+
"ssim_img": 0.6539297044277191,
|
| 8 |
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"l2_jnd": 0.10674467384815216,
|
| 9 |
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"ssim_jnd": 0.878100460767746,
|
| 10 |
+
"focal": 0.7102265954017639
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"epoch": 2,
|
| 14 |
+
"total": 2.0383032321929933,
|
| 15 |
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"l2_img": 0.06046220660209656,
|
| 16 |
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