ryota-komatsu
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Upload 11 files
Browse files- results/layer_wise/byol_layer1.json +20 -0
- results/layer_wise/byol_layer10.json +20 -0
- results/layer_wise/byol_layer11.json +20 -0
- results/layer_wise/byol_layer12.json +20 -0
- results/layer_wise/byol_layer2.json +20 -0
- results/layer_wise/byol_layer3.json +20 -0
- results/layer_wise/byol_layer4.json +20 -0
- results/layer_wise/byol_layer5.json +20 -0
- results/layer_wise/byol_layer6.json +20 -0
- results/layer_wise/byol_layer7.json +20 -0
- results/layer_wise/byol_layer9.json +20 -0
results/layer_wise/byol_layer1.json
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{
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"segmentation": {
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"match_gt": 49736,
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"match_pred": 49736,
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"gt_len": 163763,
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"pred_len": 113105,
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"prec": 0.43973299146810485,
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"recall": 0.3037071866050329,
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"f1": 0.35927590042908536,
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"os": -0.3093372739874086,
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"r1": 0.7619141887794448,
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"r2": -0.27361888593278294,
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"r_val": 0.4822334626438861
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},
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"clustering": {
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"syllable_purity": 0.09563562258842029,
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"cluster_purity": 0.11054215932718865,
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"mutual_info": 2.193609715109657
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}
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}
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results/layer_wise/byol_layer10.json
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{
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"segmentation": {
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"match_gt": 17055,
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"match_pred": 17055,
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"gt_len": 163763,
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"pred_len": 26546,
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"prec": 0.6424696752806449,
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"recall": 0.10414440380305685,
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"f1": 0.1792348233662097,
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"os": -0.8378998919169776,
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"r1": 1.22663502237294,
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"r2": -0.04098087150480585,
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"r_val": 0.366192053061127
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},
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"clustering": {
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"syllable_purity": 0.3901676398568468,
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"cluster_purity": 0.36526652853644753,
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"mutual_info": 4.527539255687126
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}
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}
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results/layer_wise/byol_layer11.json
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{
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"segmentation": {
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"match_gt": 4359,
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"match_pred": 4359,
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"gt_len": 163763,
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"pred_len": 11048,
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"prec": 0.39455104996379436,
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"recall": 0.02661773416461594,
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"f1": 0.0498710035409671,
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"os": -0.9325366535786472,
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"r1": 1.347997643065628,
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"r2": -0.028882209408454932,
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"r_val": 0.3115600737629586
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},
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"clustering": {
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"syllable_purity": 0.21327057119579979,
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"cluster_purity": 0.28107178419480405,
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"mutual_info": 4.777948755042904
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}
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}
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results/layer_wise/byol_layer12.json
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{
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"segmentation": {
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"match_gt": 4641,
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"match_pred": 4641,
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"gt_len": 163763,
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"pred_len": 11371,
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"prec": 0.4081435229970979,
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"recall": 0.02833973486074388,
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"f1": 0.05299941758881771,
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"os": -0.9305642910791815,
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"r1": 1.3453897467582354,
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"r2": -0.029059241937345194,
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"r_val": 0.3127755056522097
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},
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"clustering": {
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"syllable_purity": 0.23518029903254178,
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"cluster_purity": 0.2931398416886543,
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"mutual_info": 4.890594547391025
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}
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}
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results/layer_wise/byol_layer2.json
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{
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"segmentation": {
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"match_gt": 56568,
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"match_pred": 56568,
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"gt_len": 163763,
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"pred_len": 126539,
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"prec": 0.4470400429906985,
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"recall": 0.34542601198072825,
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"f1": 0.3897182933634629,
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"os": -0.22730409188888812,
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"r2": -0.302125440950666,
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"r_val": 0.5024786759437753
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},
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"clustering": {
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"syllable_purity": 0.10509058119517993,
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"cluster_purity": 0.11198549972219946,
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"mutual_info": 2.300701414873588
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}
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}
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results/layer_wise/byol_layer3.json
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{
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"segmentation": {
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"r_val": 0.5219003054447425
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},
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"clustering": {
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"cluster_purity": 0.11189305621783383,
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"mutual_info": 2.442287709962697
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}
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}
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results/layer_wise/byol_layer4.json
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{
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"segmentation": {
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"match_gt": 61734,
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"r_val": 0.5259331974448562
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},
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"clustering": {
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"cluster_purity": 0.11340180107254882,
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"mutual_info": 2.6603127960918584
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}
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}
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results/layer_wise/byol_layer5.json
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{
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"segmentation": {
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"mutual_info": 3.0840444291037152
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}
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}
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results/layer_wise/byol_layer6.json
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{
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"segmentation": {
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"match_gt": 89877,
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"r_val": 0.6507107701609807
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},
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"clustering": {
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"cluster_purity": 0.2998208226907095,
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"mutual_info": 4.030457157480579
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}
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}
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results/layer_wise/byol_layer7.json
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{
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"segmentation": {
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"match_gt": 107426,
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"match_pred": 107426,
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"f1": 0.6745576249262185,
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"os": -0.05506738396341049,
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"r_val": 0.7236439637143963
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},
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"clustering": {
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"syllable_purity": 0.5500645741318169,
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"cluster_purity": 0.4207521994448765,
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"mutual_info": 4.849385375063848
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}
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}
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results/layer_wise/byol_layer9.json
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{
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"segmentation": {
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"r_val": 0.6886006670407793
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},
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"clustering": {
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"cluster_purity": 0.40013384829988474,
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"mutual_info": 4.857249154561765
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}
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}
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