Separate metrics after pill
Browse files
runs/mvtec_separated/pill/metrics/best_summary.json
ADDED
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{
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"category": "pill",
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"skipped": false,
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"last_epoch": 25,
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"best_metric": 0.8041462084015275,
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"best_eval": {
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"I-AUROC": 0.8041462084015275,
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| 8 |
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"P-AUROC": 0.6800409341852941,
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| 9 |
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"P-AP": 0.12843823832118642
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}
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}
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runs/mvtec_separated/pill/metrics/epoch_metrics.jsonl
ADDED
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{"epoch": 1, "category": "pill", "train": {"total": 2.4255601276050913, "l2_img": 0.12271219650001237, "ssim_img": 0.7805901260086985, "l2_jnd": 0.18974964681899908, "ssim_jnd": 0.8279782045971263, "focal": 0.5045299692587419}, "eval": {"I-AUROC": 0.4751773049645389, "P-AUROC": 0.6256587880459038, "P-AP": 0.05756816158984234}, "monitor": "I-AUROC", "monitor_value": 0.4751773049645389, "elapsed_sec": 37.16}
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| 2 |
+
{"epoch": 2, "category": "pill", "train": {"total": 2.16116400198503, "l2_img": 0.10833663674014987, "ssim_img": 0.6786611784588207, "l2_jnd": 0.16508625989610498, "ssim_jnd": 0.7784216440085209, "focal": 0.4306583016207724}, "eval": {"I-AUROC": 0.6740316421167484, "P-AUROC": 0.5333919238899194, "P-AP": 0.0766432293581045}, "monitor": "I-AUROC", "monitor_value": 0.6740316421167484, "elapsed_sec": 34.63}
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| 3 |
+
{"epoch": 3, "category": "pill", "train": {"total": 2.0358419707327178, "l2_img": 0.09910024838014082, "ssim_img": 0.6188032699353767, "l2_jnd": 0.1499957794492895, "ssim_jnd": 0.7524044911066691, "focal": 0.4155381872798457}, "eval": {"I-AUROC": 0.701582105837425, "P-AUROC": 0.46444244858663, "P-AP": 0.06723699052887452}, "monitor": "I-AUROC", "monitor_value": 0.701582105837425, "elapsed_sec": 34.58}
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| 4 |
+
{"epoch": 4, "category": "pill", "train": {"total": 1.9206302491101352, "l2_img": 0.09283125987558653, "ssim_img": 0.5830596613161492, "l2_jnd": 0.1389679962938482, "ssim_jnd": 0.7311168547832605, "focal": 0.37465446961648535}, "eval": {"I-AUROC": 0.7354064375340971, "P-AUROC": 0.49762028145836384, "P-AP": 0.07455335365215914}, "monitor": "I-AUROC", "monitor_value": 0.7354064375340971, "elapsed_sec": 34.66}
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| 5 |
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{"epoch": 5, "category": "pill", "train": {"total": 1.8401643326788237, "l2_img": 0.08699560300870375, "ssim_img": 0.560290049422871, "l2_jnd": 0.12610288799712152, "ssim_jnd": 0.704651800068942, "focal": 0.3621239833759539}, "eval": {"I-AUROC": 0.7654118930714675, "P-AUROC": 0.52186558804895, "P-AP": 0.08399490398349063}, "monitor": "I-AUROC", "monitor_value": 0.7654118930714675, "elapsed_sec": 34.64}
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| 6 |
+
{"epoch": 6, "category": "pill", "train": {"total": 1.8455937378334277, "l2_img": 0.08223707793336926, "ssim_img": 0.5522532517259772, "l2_jnd": 0.1163893739382426, "ssim_jnd": 0.69277038899335, "focal": 0.40194365337039484}, "eval": {"I-AUROC": 0.7255864702673214, "P-AUROC": 0.5676628313779729, "P-AP": 0.0958939719023202}, "monitor": "I-AUROC", "monitor_value": 0.7255864702673214, "elapsed_sec": 34.4}
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| 7 |
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{"epoch": 7, "category": "pill", "train": {"total": 1.7117942391019878, "l2_img": 0.07773640051935658, "ssim_img": 0.5327800422003774, "l2_jnd": 0.10427627215782802, "ssim_jnd": 0.6666517420248552, "focal": 0.33034979168212775}, "eval": {"I-AUROC": 0.7168576104746317, "P-AUROC": 0.5651792313520516, "P-AP": 0.10430970721226396}, "monitor": "I-AUROC", "monitor_value": 0.7168576104746317, "elapsed_sec": 34.46}
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{"epoch": 8, "category": "pill", "train": {"total": 1.6304021965373645, "l2_img": 0.07423334410696318, "ssim_img": 0.5222367969426241, "l2_jnd": 0.0948710096153346, "ssim_jnd": 0.650045476176522, "focal": 0.2890155744371992}, "eval": {"I-AUROC": 0.760229132569558, "P-AUROC": 0.5945833271099985, "P-AP": 0.09216172850022372}, "monitor": "I-AUROC", "monitor_value": 0.760229132569558, "elapsed_sec": 34.42}
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| 9 |
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{"epoch": 9, "category": "pill", "train": {"total": 1.5567324378273704, "l2_img": 0.07063085608410113, "ssim_img": 0.510467195149624, "l2_jnd": 0.08624373444102028, "ssim_jnd": 0.62773669127262, "focal": 0.2616539615573305}, "eval": {"I-AUROC": 0.7640480087288597, "P-AUROC": 0.5944127228875351, "P-AP": 0.10274830041874174}, "monitor": "I-AUROC", "monitor_value": 0.7640480087288597, "elapsed_sec": 34.33}
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| 10 |
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{"epoch": 10, "category": "pill", "train": {"total": 1.5246555046601729, "l2_img": 0.06829904313340332, "ssim_img": 0.4996001882986589, "l2_jnd": 0.08095185752167847, "ssim_jnd": 0.6154068022063284, "focal": 0.2603976166609562}, "eval": {"I-AUROC": 0.7757774140752864, "P-AUROC": 0.6772406694976041, "P-AP": 0.126414254517506}, "monitor": "I-AUROC", "monitor_value": 0.7757774140752864, "elapsed_sec": 34.34}
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| 11 |
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{"epoch": 11, "category": "pill", "train": {"total": 1.5359606995727078, "l2_img": 0.06720653063420093, "ssim_img": 0.49713742913621844, "l2_jnd": 0.07937318605907036, "ssim_jnd": 0.6136820514996847, "focal": 0.2785614977280299}, "eval": {"I-AUROC": 0.7817785051827605, "P-AUROC": 0.6770581362660748, "P-AP": 0.1252013058414233}, "monitor": "I-AUROC", "monitor_value": 0.7817785051827605, "elapsed_sec": 34.15}
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| 12 |
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{"epoch": 12, "category": "pill", "train": {"total": 1.525769378199722, "l2_img": 0.06644103811545805, "ssim_img": 0.49432252753864636, "l2_jnd": 0.07706027026429321, "ssim_jnd": 0.6095200307441481, "focal": 0.2784254934751626}, "eval": {"I-AUROC": 0.7656846699399891, "P-AUROC": 0.593432178069801, "P-AP": 0.10846795430941539}, "monitor": "I-AUROC", "monitor_value": 0.7656846699399891, "elapsed_sec": 34.37}
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| 13 |
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{"epoch": 13, "category": "pill", "train": {"total": 1.5186507160013372, "l2_img": 0.06583924320611087, "ssim_img": 0.4904285976381013, "l2_jnd": 0.07502845494133054, "ssim_jnd": 0.6050023328174244, "focal": 0.28235207791581296}, "eval": {"I-AUROC": 0.7599563557010365, "P-AUROC": 0.6832813983229697, "P-AP": 0.12664206634994027}, "monitor": "I-AUROC", "monitor_value": 0.7599563557010365, "elapsed_sec": 34.29}
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{"epoch": 14, "category": "pill", "train": {"total": 1.4861689480868252, "l2_img": 0.06498274128093864, "ssim_img": 0.483425675016461, "l2_jnd": 0.07256689554814136, "ssim_jnd": 0.5963524561939817, "focal": 0.2688411937067003}, "eval": {"I-AUROC": 0.7675941080196399, "P-AUROC": 0.6393691358030934, "P-AP": 0.13657228835877877}, "monitor": "I-AUROC", "monitor_value": 0.7675941080196399, "elapsed_sec": 34.11}
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{"epoch": 15, "category": "pill", "train": {"total": 1.4312260006413315, "l2_img": 0.06439176427595543, "ssim_img": 0.47692657058889215, "l2_jnd": 0.07055262385895758, "ssim_jnd": 0.5897960084857363, "focal": 0.22955902214303162}, "eval": {"I-AUROC": 0.8041462084015275, "P-AUROC": 0.6800409341852941, "P-AP": 0.12843823832118642}, "monitor": "I-AUROC", "monitor_value": 0.8041462084015275, "elapsed_sec": 34.19}
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{"epoch": 16, "category": "pill", "train": {"total": 1.4328646695975102, "l2_img": 0.06416855662158041, "ssim_img": 0.47515676599560364, "l2_jnd": 0.0691238899122585, "ssim_jnd": 0.5870375181689407, "focal": 0.23737792964234497}, "eval": {"I-AUROC": 0.7678668848881615, "P-AUROC": 0.6790699953598386, "P-AP": 0.13052590220408686}, "monitor": "I-AUROC", "monitor_value": 0.7678668848881615, "elapsed_sec": 34.26}
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| 17 |
+
{"epoch": 17, "category": "pill", "train": {"total": 1.4437758416840525, "l2_img": 0.06370409115245848, "ssim_img": 0.4664210279782613, "l2_jnd": 0.0678137635642832, "ssim_jnd": 0.5837414409175063, "focal": 0.26209554934140405}, "eval": {"I-AUROC": 0.7640480087288598, "P-AUROC": 0.6483335535000432, "P-AP": 0.11481842474143314}, "monitor": "I-AUROC", "monitor_value": 0.7640480087288598, "elapsed_sec": 34.26}
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| 18 |
+
{"epoch": 18, "category": "pill", "train": {"total": 1.4058823079773874, "l2_img": 0.0633521658001524, "ssim_img": 0.46616355578104657, "l2_jnd": 0.06611686132170937, "ssim_jnd": 0.5771029049699957, "focal": 0.23314681446010416}, "eval": {"I-AUROC": 0.7667757774140753, "P-AUROC": 0.6560573821322716, "P-AP": 0.12349005163639395}, "monitor": "I-AUROC", "monitor_value": 0.7667757774140753, "elapsed_sec": 34.56}
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| 19 |
+
{"epoch": 19, "category": "pill", "train": {"total": 1.3840369780858357, "l2_img": 0.06264689327640967, "ssim_img": 0.46018753810362384, "l2_jnd": 0.06428695966800053, "ssim_jnd": 0.5704971317088965, "focal": 0.22641846086039688}, "eval": {"I-AUROC": 0.7337697763229678, "P-AUROC": 0.7062173460157353, "P-AP": 0.13392886132580795}, "monitor": "I-AUROC", "monitor_value": 0.7337697763229678, "elapsed_sec": 34.17}
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| 20 |
+
{"epoch": 20, "category": "pill", "train": {"total": 1.3589007529345425, "l2_img": 0.06225716412970514, "ssim_img": 0.457767538952105, "l2_jnd": 0.06331053105267612, "ssim_jnd": 0.5674418626409589, "focal": 0.20812365344979547}, "eval": {"I-AUROC": 0.77114020731042, "P-AUROC": 0.6853051815205556, "P-AP": 0.1285514364828406}, "monitor": "I-AUROC", "monitor_value": 0.77114020731042, "elapsed_sec": 34.22}
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| 21 |
+
{"epoch": 21, "category": "pill", "train": {"total": 1.3733582352146958, "l2_img": 0.06197554076259786, "ssim_img": 0.45683584430001, "l2_jnd": 0.06257502599196, "ssim_jnd": 0.5662789290601556, "focal": 0.2256929095495831}, "eval": {"I-AUROC": 0.7506819421713039, "P-AUROC": 0.6417804347498841, "P-AP": 0.11041715096056048}, "monitor": "I-AUROC", "monitor_value": 0.7506819421713039, "elapsed_sec": 34.55}
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| 22 |
+
{"epoch": 22, "category": "pill", "train": {"total": 1.3456218351017346, "l2_img": 0.06168127330866727, "ssim_img": 0.45460569136070483, "l2_jnd": 0.06172599812800234, "ssim_jnd": 0.563409351941311, "focal": 0.20419952589454074}, "eval": {"I-AUROC": 0.7744135297326786, "P-AUROC": 0.6828618224596504, "P-AP": 0.1308943189841591}, "monitor": "I-AUROC", "monitor_value": 0.7744135297326786, "elapsed_sec": 34.34}
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| 23 |
+
{"epoch": 23, "category": "pill", "train": {"total": 1.3441841891317656, "l2_img": 0.061417619613083924, "ssim_img": 0.45394814736915357, "l2_jnd": 0.06111882333502625, "ssim_jnd": 0.5628659598755114, "focal": 0.20483363555236297}, "eval": {"I-AUROC": 0.7531369339879977, "P-AUROC": 0.6884734828436959, "P-AP": 0.12156055627250804}, "monitor": "I-AUROC", "monitor_value": 0.7531369339879977, "elapsed_sec": 34.27}
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| 24 |
+
{"epoch": 24, "category": "pill", "train": {"total": 1.3722665057037815, "l2_img": 0.061187564649365166, "ssim_img": 0.45135942191788647, "l2_jnd": 0.06077861402070883, "ssim_jnd": 0.5625929200288021, "focal": 0.23634798779632105}, "eval": {"I-AUROC": 0.7296781232951445, "P-AUROC": 0.656729770556218, "P-AP": 0.1100650919620867}, "monitor": "I-AUROC", "monitor_value": 0.7296781232951445, "elapsed_sec": 264.66}
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| 25 |
+
{"epoch": 25, "category": "pill", "train": {"total": 1.337863033468073, "l2_img": 0.060949442851724045, "ssim_img": 0.4522826653538328, "l2_jnd": 0.060198317648786484, "ssim_jnd": 0.5599331891897953, "focal": 0.2044994275678288}, "eval": {"I-AUROC": 0.7236770321876704, "P-AUROC": 0.6566494789107827, "P-AP": 0.10788730243106898}, "monitor": "I-AUROC", "monitor_value": 0.7236770321876704, "elapsed_sec": 34.68}
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runs/mvtec_separated/pill/metrics/metrics_history.json
ADDED
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|
runs/mvtec_separated/summary.json
CHANGED
|
@@ -39,11 +39,16 @@
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| 42 |
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| 43 |
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| 44 |
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| 53 |
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