Add files using upload-large-folder tool
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- test/stat/train/img-classification_celeba-gender_acc_alt-25a0412b783aab67903207b51a77f8db/1.json +13 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-819c551cea3e1b7d86647845999fd60f/1.json +22 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/1.json +82 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/2.json +62 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/3.json +62 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/4.json +62 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/5.json +62 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/1.json +54 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/2.json +43 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/3.json +43 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/4.json +43 -0
- test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/5.json +43 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/10.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/38.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/46.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/1.json +65 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/2.json +45 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/3.json +45 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/4.json +45 -0
- test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/5.json +45 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-105/1.json +53 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-105/2.json +32 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-105/3.json +22 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-105/4.json +22 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-105/5.json +22 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-532/1.json +62 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-532/2.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-532/3.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-532/4.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-532/5.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/1.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/10.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/11.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/12.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/13.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/14.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/15.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/16.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/17.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/18.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/19.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/2.json +52 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/20.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/21.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/22.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/23.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/24.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/25.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/26.json +12 -0
- test/stat/train/img-classification_celeba-gender_acc_ga-535/27.json +12 -0
test/stat/train/img-classification_celeba-gender_acc_alt-25a0412b783aab67903207b51a77f8db/1.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9271115118725579,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.27697628464554835,
|
| 6 |
+
"duration": 200597264044,
|
| 7 |
+
"epoch": 1,
|
| 8 |
+
"lr": 0.2680933152381077,
|
| 9 |
+
"momentum": 0.3073031973129249,
|
| 10 |
+
"transform": "echo_256_flip",
|
| 11 |
+
"uid": "7f93fe69ee9b5da54037c53043fa2b4d"
|
| 12 |
+
}
|
| 13 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-819c551cea3e1b7d86647845999fd60f/1.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.7068930968840798,
|
| 4 |
+
"batch": 1024,
|
| 5 |
+
"best_accuracy": 0.7068930968840798,
|
| 6 |
+
"best_epoch": 1,
|
| 7 |
+
"dropout": 0.2272929153006295,
|
| 8 |
+
"duration": 396632887245,
|
| 9 |
+
"epoch_max": 1,
|
| 10 |
+
"gpu_memory_kb": 1891066.5,
|
| 11 |
+
"gradient_norm": 0.8974346957603417,
|
| 12 |
+
"lr": 0.4500050327758908,
|
| 13 |
+
"lr_now": 0.4500050327758908,
|
| 14 |
+
"momentum": 0.3456045294293948,
|
| 15 |
+
"samples_per_second": 410.37984927652633,
|
| 16 |
+
"test_loss": 0.5970618903636933,
|
| 17 |
+
"train_accuracy": 0.6830374147570191,
|
| 18 |
+
"train_loss": 0.6482178640065703,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAutocontrast_Pad",
|
| 20 |
+
"uid": "493b87109ced7aebe3fce8771fdc342e"
|
| 21 |
+
}
|
| 22 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/1.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.613515679791604,
|
| 4 |
+
"batch": 256,
|
| 5 |
+
"best_accuracy": 0.613515679791604,
|
| 6 |
+
"best_epoch": 1,
|
| 7 |
+
"dropout": 0.4195387897552424,
|
| 8 |
+
"duration": 372670390069,
|
| 9 |
+
"epoch_max": 1,
|
| 10 |
+
"gpu_memory_kb": 77533722.5,
|
| 11 |
+
"gradient_norm": 0.12832402782601215,
|
| 12 |
+
"lr": 0.0008736005345699256,
|
| 13 |
+
"lr_now": 0.0008736005345699256,
|
| 14 |
+
"momentum": 0.8825923907882165,
|
| 15 |
+
"samples_per_second": 436.7669734261718,
|
| 16 |
+
"test_loss": 0.6583115015274439,
|
| 17 |
+
"train_accuracy": 0.5806291085580881,
|
| 18 |
+
"train_loss": 0.6708831734627297,
|
| 19 |
+
"transform": "bf-v1-RandomPerspective_CenterCrop",
|
| 20 |
+
"uid": "0e1622001c9665867e75792599330257"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 1024,
|
| 25 |
+
"best_accuracy": 0.613515679791604,
|
| 26 |
+
"best_epoch": 1,
|
| 27 |
+
"dropout": 0.33639088102589926,
|
| 28 |
+
"duration": 641954492332,
|
| 29 |
+
"epoch_max": 5,
|
| 30 |
+
"gpu_memory_kb": 4736900.5,
|
| 31 |
+
"gradient_norm": 0.042115723829533144,
|
| 32 |
+
"lr": 0.00964139415612845,
|
| 33 |
+
"lr_now": 0.00964139415612845,
|
| 34 |
+
"momentum": 0.6001171981755776,
|
| 35 |
+
"samples_per_second": 253.55395847072938,
|
| 36 |
+
"test_loss": 0.6683042615652084,
|
| 37 |
+
"train_accuracy": 0.5806291085580881,
|
| 38 |
+
"train_loss": 0.6794800184807688,
|
| 39 |
+
"transform": "bf-v1-RandomEqualize_2",
|
| 40 |
+
"uid": "f681c307037f481c3d9b128571f57939"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 128,
|
| 45 |
+
"best_accuracy": 0.613515679791604,
|
| 46 |
+
"best_epoch": 1,
|
| 47 |
+
"dropout": 0.4773855005180359,
|
| 48 |
+
"duration": 889696390471,
|
| 49 |
+
"epoch_max": 5,
|
| 50 |
+
"gpu_memory_kb": 4736900.5,
|
| 51 |
+
"gradient_norm": 0.11837001386940815,
|
| 52 |
+
"lr": 0.0005633727591383064,
|
| 53 |
+
"lr_now": 0.0005633727591383064,
|
| 54 |
+
"momentum": 0.9330700986267139,
|
| 55 |
+
"samples_per_second": 182.9501102435989,
|
| 56 |
+
"test_loss": 0.6669652576629932,
|
| 57 |
+
"train_accuracy": 0.5806291085580881,
|
| 58 |
+
"train_loss": 0.678207719616545,
|
| 59 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAdjustSharpnes_3",
|
| 60 |
+
"uid": "931b9ac2f62e06b8cf33a29b2d7cc144"
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"accuracy": 0.613515679791604,
|
| 64 |
+
"batch": 2048,
|
| 65 |
+
"best_accuracy": 0.613515679791604,
|
| 66 |
+
"best_epoch": 1,
|
| 67 |
+
"dropout": 0.1252852048993902,
|
| 68 |
+
"duration": 679500063843,
|
| 69 |
+
"epoch_max": 5,
|
| 70 |
+
"gpu_memory_kb": 8842004.5,
|
| 71 |
+
"gradient_norm": 0.14734606360563937,
|
| 72 |
+
"lr": 2.5382329591307265e-05,
|
| 73 |
+
"lr_now": 2.5382329591307265e-05,
|
| 74 |
+
"momentum": 0.7482469516731374,
|
| 75 |
+
"samples_per_second": 239.54385353102833,
|
| 76 |
+
"test_loss": 0.6916486501693726,
|
| 77 |
+
"train_accuracy": 0.5806291085580881,
|
| 78 |
+
"train_loss": 0.6920873053371907,
|
| 79 |
+
"transform": "bf-v1-RandomRotation_Pad_2",
|
| 80 |
+
"uid": "00d49a610726f74ab7e77aadc9b2694f"
|
| 81 |
+
}
|
| 82 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/2.json
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.6953712052900511,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"best_accuracy": 0.6953712052900511,
|
| 6 |
+
"best_epoch": 2,
|
| 7 |
+
"dropout": 0.4773855005180359,
|
| 8 |
+
"duration": 1633174215398,
|
| 9 |
+
"epoch_max": 5,
|
| 10 |
+
"gpu_memory_kb": 4736900.5,
|
| 11 |
+
"gradient_norm": 1.0509795945856897,
|
| 12 |
+
"lr": 0.0005633727591383064,
|
| 13 |
+
"lr_now": 0.0005633727591383064,
|
| 14 |
+
"momentum": 0.9330700986267139,
|
| 15 |
+
"samples_per_second": 221.9284893079276,
|
| 16 |
+
"test_loss": 0.6075282727296536,
|
| 17 |
+
"train_accuracy": 0.6999017017877988,
|
| 18 |
+
"train_loss": 0.6089663031341145,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAdjustSharpnes_3",
|
| 20 |
+
"uid": "5f0c0694724e8240cc453aa7380e41c1"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 1024,
|
| 25 |
+
"best_accuracy": 0.613515679791604,
|
| 26 |
+
"best_epoch": 1,
|
| 27 |
+
"dropout": 0.33639088102589926,
|
| 28 |
+
"duration": 1213113324220,
|
| 29 |
+
"epoch_max": 5,
|
| 30 |
+
"gpu_memory_kb": 4736900.5,
|
| 31 |
+
"gradient_norm": 0.041130904137848666,
|
| 32 |
+
"lr": 0.00964139415612845,
|
| 33 |
+
"lr_now": 0.00964139415612845,
|
| 34 |
+
"momentum": 0.6001171981755776,
|
| 35 |
+
"samples_per_second": 285.1519254313991,
|
| 36 |
+
"test_loss": 0.6673941045999527,
|
| 37 |
+
"train_accuracy": 0.5806291085580881,
|
| 38 |
+
"train_loss": 0.6782393320551459,
|
| 39 |
+
"transform": "bf-v1-RandomEqualize_2",
|
| 40 |
+
"uid": "0b2db547c8aa2692ffb552787791d909"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 2048,
|
| 45 |
+
"best_accuracy": 0.613515679791604,
|
| 46 |
+
"best_epoch": 1,
|
| 47 |
+
"dropout": 0.1252852048993902,
|
| 48 |
+
"duration": 1468486956958,
|
| 49 |
+
"epoch_max": 5,
|
| 50 |
+
"gpu_memory_kb": 8842004.5,
|
| 51 |
+
"gradient_norm": 0.1335091708846376,
|
| 52 |
+
"lr": 2.5382329591307265e-05,
|
| 53 |
+
"lr_now": 2.5382329591307265e-05,
|
| 54 |
+
"momentum": 0.7482469516731374,
|
| 55 |
+
"samples_per_second": 206.3365615895588,
|
| 56 |
+
"test_loss": 0.6913998603820801,
|
| 57 |
+
"train_accuracy": 0.5806291085580881,
|
| 58 |
+
"train_loss": 0.6919161207973957,
|
| 59 |
+
"transform": "bf-v1-RandomRotation_Pad_2",
|
| 60 |
+
"uid": "9c07dd0ae91b12f60e997f81f354c8da"
|
| 61 |
+
}
|
| 62 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/3.json
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.832231239354774,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"best_accuracy": 0.832231239354774,
|
| 6 |
+
"best_epoch": 3,
|
| 7 |
+
"dropout": 0.4773855005180359,
|
| 8 |
+
"duration": 2595682833651,
|
| 9 |
+
"epoch_max": 5,
|
| 10 |
+
"gpu_memory_kb": 4736900.5,
|
| 11 |
+
"gradient_norm": 2.9999997652022024,
|
| 12 |
+
"lr": 0.0005633727591383064,
|
| 13 |
+
"lr_now": 0.0005633727591383064,
|
| 14 |
+
"momentum": 0.9330700986267139,
|
| 15 |
+
"samples_per_second": 169.12681619828038,
|
| 16 |
+
"test_loss": 0.3684651367366314,
|
| 17 |
+
"train_accuracy": 0.8244025311789642,
|
| 18 |
+
"train_loss": 0.39234808257212805,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAdjustSharpnes_3",
|
| 20 |
+
"uid": "35beea71bb7f77fe3b77870b1a0bf662"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 1024,
|
| 25 |
+
"best_accuracy": 0.613515679791604,
|
| 26 |
+
"best_epoch": 1,
|
| 27 |
+
"dropout": 0.33639088102589926,
|
| 28 |
+
"duration": 1852325637455,
|
| 29 |
+
"epoch_max": 5,
|
| 30 |
+
"gpu_memory_kb": 4736900.5,
|
| 31 |
+
"gradient_norm": 0.0681452138055674,
|
| 32 |
+
"lr": 0.00964139415612845,
|
| 33 |
+
"lr_now": 0.00964139415612845,
|
| 34 |
+
"momentum": 0.6001171981755776,
|
| 35 |
+
"samples_per_second": 255.6939785399906,
|
| 36 |
+
"test_loss": 0.663724610209465,
|
| 37 |
+
"train_accuracy": 0.5806291085580881,
|
| 38 |
+
"train_loss": 0.6749231324255841,
|
| 39 |
+
"transform": "bf-v1-RandomEqualize_2",
|
| 40 |
+
"uid": "93a12e3a702642d80d56f12cc8ece2c9"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 2048,
|
| 45 |
+
"best_accuracy": 0.613515679791604,
|
| 46 |
+
"best_epoch": 1,
|
| 47 |
+
"dropout": 0.1252852048993902,
|
| 48 |
+
"duration": 2159416317189,
|
| 49 |
+
"epoch_max": 5,
|
| 50 |
+
"gpu_memory_kb": 8842004.5,
|
| 51 |
+
"gradient_norm": 0.1316765405275013,
|
| 52 |
+
"lr": 2.5382329591307265e-05,
|
| 53 |
+
"lr_now": 2.5382329591307265e-05,
|
| 54 |
+
"momentum": 0.7482469516731374,
|
| 55 |
+
"samples_per_second": 235.9535392291515,
|
| 56 |
+
"test_loss": 0.69115452170372,
|
| 57 |
+
"train_accuracy": 0.5806291085580881,
|
| 58 |
+
"train_loss": 0.6917428806424141,
|
| 59 |
+
"transform": "bf-v1-RandomRotation_Pad_2",
|
| 60 |
+
"uid": "c32229dc62fa53ef41644b7a3cf58646"
|
| 61 |
+
}
|
| 62 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/4.json
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.8727582406572487,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"best_accuracy": 0.8727582406572487,
|
| 6 |
+
"best_epoch": 4,
|
| 7 |
+
"dropout": 0.4773855005180359,
|
| 8 |
+
"duration": 3577984215070,
|
| 9 |
+
"epoch_max": 5,
|
| 10 |
+
"gpu_memory_kb": 4736900.5,
|
| 11 |
+
"gradient_norm": 3.000000310604878,
|
| 12 |
+
"lr": 0.0005633727591383064,
|
| 13 |
+
"lr_now": 0.0005633727591383064,
|
| 14 |
+
"momentum": 0.9330700986267139,
|
| 15 |
+
"samples_per_second": 165.73297830628155,
|
| 16 |
+
"test_loss": 0.30702759382816464,
|
| 17 |
+
"train_accuracy": 0.8559193954659949,
|
| 18 |
+
"train_loss": 0.34679734009851076,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAdjustSharpnes_3",
|
| 20 |
+
"uid": "a67bae59d83b5e1cc760c4f79488e7c6"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.6147179641318505,
|
| 24 |
+
"batch": 1024,
|
| 25 |
+
"best_accuracy": 0.6147179641318505,
|
| 26 |
+
"best_epoch": 4,
|
| 27 |
+
"dropout": 0.33639088102589926,
|
| 28 |
+
"duration": 2494301153480,
|
| 29 |
+
"epoch_max": 5,
|
| 30 |
+
"gpu_memory_kb": 4736900.5,
|
| 31 |
+
"gradient_norm": 0.18702529176528876,
|
| 32 |
+
"lr": 0.00964139415612845,
|
| 33 |
+
"lr_now": 0.00964139415612845,
|
| 34 |
+
"momentum": 0.6001171981755776,
|
| 35 |
+
"samples_per_second": 253.57766638939984,
|
| 36 |
+
"test_loss": 0.6453799426555633,
|
| 37 |
+
"train_accuracy": 0.5814277815322234,
|
| 38 |
+
"train_loss": 0.6576092348158734,
|
| 39 |
+
"transform": "bf-v1-RandomEqualize_2",
|
| 40 |
+
"uid": "4b4ffd2c031b0a8d8449710f622eec94"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 2048,
|
| 45 |
+
"best_accuracy": 0.613515679791604,
|
| 46 |
+
"best_epoch": 1,
|
| 47 |
+
"dropout": 0.1252852048993902,
|
| 48 |
+
"duration": 2939094852988,
|
| 49 |
+
"epoch_max": 5,
|
| 50 |
+
"gpu_memory_kb": 8842004.5,
|
| 51 |
+
"gradient_norm": 0.1524991830998556,
|
| 52 |
+
"lr": 2.5382329591307265e-05,
|
| 53 |
+
"lr_now": 2.5382329591307265e-05,
|
| 54 |
+
"momentum": 0.7482469516731374,
|
| 55 |
+
"samples_per_second": 208.80053122374824,
|
| 56 |
+
"test_loss": 0.690912276506424,
|
| 57 |
+
"train_accuracy": 0.5806291085580881,
|
| 58 |
+
"train_loss": 0.6915726259350776,
|
| 59 |
+
"transform": "bf-v1-RandomRotation_Pad_2",
|
| 60 |
+
"uid": "38be04aa4712a37f887d988685713953"
|
| 61 |
+
}
|
| 62 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-146a11a6340ecd9a6146a38de7d6f87b/5.json
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9139865744915339,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"best_accuracy": 0.9139865744915339,
|
| 6 |
+
"best_epoch": 5,
|
| 7 |
+
"dropout": 0.4773855005180359,
|
| 8 |
+
"duration": 4419461340925,
|
| 9 |
+
"epoch_max": 5,
|
| 10 |
+
"gpu_memory_kb": 4736900.5,
|
| 11 |
+
"gradient_norm": 2.9999996818639736,
|
| 12 |
+
"lr": 0.0005633727591383064,
|
| 13 |
+
"lr_now": 0.0005633727591383064,
|
| 14 |
+
"momentum": 0.9330700986267139,
|
| 15 |
+
"samples_per_second": 193.4669437888924,
|
| 16 |
+
"test_loss": 0.20693280738897812,
|
| 17 |
+
"train_accuracy": 0.9143453953431222,
|
| 18 |
+
"train_loss": 0.20712672821216802,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomAdjustSharpnes_3",
|
| 20 |
+
"uid": "cfc26acefed23350955dc00da993d798"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.7021841498847811,
|
| 24 |
+
"batch": 1024,
|
| 25 |
+
"best_accuracy": 0.7021841498847811,
|
| 26 |
+
"best_epoch": 5,
|
| 27 |
+
"dropout": 0.33639088102589926,
|
| 28 |
+
"duration": 3107944880404,
|
| 29 |
+
"epoch_max": 5,
|
| 30 |
+
"gpu_memory_kb": 4736900.5,
|
| 31 |
+
"gradient_norm": 0.4148186909654594,
|
| 32 |
+
"lr": 0.00964139415612845,
|
| 33 |
+
"lr_now": 0.00964139415612845,
|
| 34 |
+
"momentum": 0.6001171981755776,
|
| 35 |
+
"samples_per_second": 265.308541551018,
|
| 36 |
+
"test_loss": 0.5656360179185868,
|
| 37 |
+
"train_accuracy": 0.6906125207347792,
|
| 38 |
+
"train_loss": 0.5775226305865642,
|
| 39 |
+
"transform": "bf-v1-RandomEqualize_2",
|
| 40 |
+
"uid": "3d7cd6593f53ba74be2655214f1deed0"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 2048,
|
| 45 |
+
"best_accuracy": 0.613515679791604,
|
| 46 |
+
"best_epoch": 1,
|
| 47 |
+
"dropout": 0.1252852048993902,
|
| 48 |
+
"duration": 3740015645649,
|
| 49 |
+
"epoch_max": 5,
|
| 50 |
+
"gpu_memory_kb": 8842004.5,
|
| 51 |
+
"gradient_norm": 0.15359443530409056,
|
| 52 |
+
"lr": 2.5382329591307265e-05,
|
| 53 |
+
"lr_now": 2.5382329591307265e-05,
|
| 54 |
+
"momentum": 0.7482469516731374,
|
| 55 |
+
"samples_per_second": 203.25774827399275,
|
| 56 |
+
"test_loss": 0.6906747281551361,
|
| 57 |
+
"train_accuracy": 0.5806291085580881,
|
| 58 |
+
"train_loss": 0.6914123728871345,
|
| 59 |
+
"transform": "bf-v1-RandomRotation_Pad_2",
|
| 60 |
+
"uid": "0552675222fb57d7673331922f25a1ac"
|
| 61 |
+
}
|
| 62 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/1.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9495541528904919,
|
| 4 |
+
"batch": 64,
|
| 5 |
+
"dropout": 0.4529321963514425,
|
| 6 |
+
"duration": 449535656856,
|
| 7 |
+
"epoch": 1,
|
| 8 |
+
"lr": 0.07575401659358541,
|
| 9 |
+
"momentum": 0.034239237474500306,
|
| 10 |
+
"transform": "norm_299",
|
| 11 |
+
"uid": "fe2b1210343852c2da915cf88b7c4a71"
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"accuracy": 0.9358781685201883,
|
| 15 |
+
"batch": 64,
|
| 16 |
+
"dropout": 0.018096888445617354,
|
| 17 |
+
"duration": 228806400502,
|
| 18 |
+
"lr": 0.45109869481687126,
|
| 19 |
+
"momentum": 0.08325974017319593,
|
| 20 |
+
"transform": "bf-v1-RandomEqualize_RandomAutocontrast_2",
|
| 21 |
+
"uid": "1d8ed40962d82f186f408d1d44a57ac6"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"accuracy": 0.8746618575293057,
|
| 25 |
+
"batch": 256,
|
| 26 |
+
"dropout": 0.3063817200382748,
|
| 27 |
+
"duration": 191109096003,
|
| 28 |
+
"lr": 0.13847424239431272,
|
| 29 |
+
"momentum": 0.6810519959824712,
|
| 30 |
+
"transform": "bf-v1-RandomHorizontalFlip_CenterCrop_Pad",
|
| 31 |
+
"uid": "02822687f2338080ce4941eaf4f18385"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"accuracy": 0.613515679791604,
|
| 35 |
+
"batch": 4096,
|
| 36 |
+
"dropout": 0.29791724546268256,
|
| 37 |
+
"duration": 182150425669,
|
| 38 |
+
"lr": 0.37741863050238683,
|
| 39 |
+
"momentum": 0.7731060468398466,
|
| 40 |
+
"transform": "bf-v1-Pad_RandomCrop_5",
|
| 41 |
+
"uid": "5d3d3556fbec063e01fa9b4bd0c02485"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"accuracy": 0.613515679791604,
|
| 45 |
+
"batch": 16,
|
| 46 |
+
"dropout": 0.14909003522037345,
|
| 47 |
+
"duration": 116258506056,
|
| 48 |
+
"epoch_max": 5,
|
| 49 |
+
"lr": 0.0014621190004036784,
|
| 50 |
+
"momentum": 0.33979882354136537,
|
| 51 |
+
"transform": "bf-v1-RandomGrayscale_80",
|
| 52 |
+
"uid": "ab51c3ddf14ef16cd80ae5446bb5fa01"
|
| 53 |
+
}
|
| 54 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/2.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9447951107103497,
|
| 4 |
+
"batch": 64,
|
| 5 |
+
"dropout": 0.018096888445617354,
|
| 6 |
+
"duration": 441451783667,
|
| 7 |
+
"lr": 0.45109869481687126,
|
| 8 |
+
"momentum": 0.08325974017319593,
|
| 9 |
+
"transform": "bf-v1-RandomEqualize_RandomAutocontrast_2",
|
| 10 |
+
"uid": "1d8ed40962d82f186f408d1d44a57ac6"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9202484720969842,
|
| 14 |
+
"batch": 256,
|
| 15 |
+
"dropout": 0.3063817200382748,
|
| 16 |
+
"duration": 386587371043,
|
| 17 |
+
"lr": 0.13847424239431272,
|
| 18 |
+
"momentum": 0.6810519959824712,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_CenterCrop_Pad",
|
| 20 |
+
"uid": "02822687f2338080ce4941eaf4f18385"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.6479811642120028,
|
| 24 |
+
"batch": 16,
|
| 25 |
+
"dropout": 0.14909003522037345,
|
| 26 |
+
"duration": 232532423349,
|
| 27 |
+
"epoch_max": 5,
|
| 28 |
+
"lr": 0.0014621190004036784,
|
| 29 |
+
"momentum": 0.33979882354136537,
|
| 30 |
+
"transform": "bf-v1-RandomGrayscale_80",
|
| 31 |
+
"uid": "ab51c3ddf14ef16cd80ae5446bb5fa01"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"accuracy": 0.613515679791604,
|
| 35 |
+
"batch": 4096,
|
| 36 |
+
"dropout": 0.29791724546268256,
|
| 37 |
+
"duration": 366785631710,
|
| 38 |
+
"lr": 0.37741863050238683,
|
| 39 |
+
"momentum": 0.7731060468398466,
|
| 40 |
+
"transform": "bf-v1-Pad_RandomCrop_5",
|
| 41 |
+
"uid": "5d3d3556fbec063e01fa9b4bd0c02485"
|
| 42 |
+
}
|
| 43 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/3.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9442440637210701,
|
| 4 |
+
"batch": 64,
|
| 5 |
+
"dropout": 0.018096888445617354,
|
| 6 |
+
"duration": 644559699469,
|
| 7 |
+
"lr": 0.45109869481687126,
|
| 8 |
+
"momentum": 0.08325974017319593,
|
| 9 |
+
"transform": "bf-v1-RandomEqualize_RandomAutocontrast_2",
|
| 10 |
+
"uid": "1d8ed40962d82f186f408d1d44a57ac6"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.918394950405771,
|
| 14 |
+
"batch": 256,
|
| 15 |
+
"dropout": 0.3063817200382748,
|
| 16 |
+
"duration": 560658697090,
|
| 17 |
+
"lr": 0.13847424239431272,
|
| 18 |
+
"momentum": 0.6810519959824712,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_CenterCrop_Pad",
|
| 20 |
+
"uid": "02822687f2338080ce4941eaf4f18385"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.911582005811041,
|
| 24 |
+
"batch": 16,
|
| 25 |
+
"dropout": 0.14909003522037345,
|
| 26 |
+
"duration": 348765220587,
|
| 27 |
+
"epoch_max": 5,
|
| 28 |
+
"lr": 0.0014621190004036784,
|
| 29 |
+
"momentum": 0.33979882354136537,
|
| 30 |
+
"transform": "bf-v1-RandomGrayscale_80",
|
| 31 |
+
"uid": "ab51c3ddf14ef16cd80ae5446bb5fa01"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"accuracy": 0.6139164412383529,
|
| 35 |
+
"batch": 4096,
|
| 36 |
+
"dropout": 0.29791724546268256,
|
| 37 |
+
"duration": 513271186693,
|
| 38 |
+
"lr": 0.37741863050238683,
|
| 39 |
+
"momentum": 0.7731060468398466,
|
| 40 |
+
"transform": "bf-v1-Pad_RandomCrop_5",
|
| 41 |
+
"uid": "5d3d3556fbec063e01fa9b4bd0c02485"
|
| 42 |
+
}
|
| 43 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/4.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9311191263400461,
|
| 4 |
+
"batch": 64,
|
| 5 |
+
"dropout": 0.018096888445617354,
|
| 6 |
+
"duration": 857988811626,
|
| 7 |
+
"lr": 0.45109869481687126,
|
| 8 |
+
"momentum": 0.08325974017319593,
|
| 9 |
+
"transform": "bf-v1-RandomEqualize_RandomAutocontrast_2",
|
| 10 |
+
"uid": "1d8ed40962d82f186f408d1d44a57ac6"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9239555154794109,
|
| 14 |
+
"batch": 256,
|
| 15 |
+
"dropout": 0.3063817200382748,
|
| 16 |
+
"duration": 756747140068,
|
| 17 |
+
"lr": 0.13847424239431272,
|
| 18 |
+
"momentum": 0.6810519959824712,
|
| 19 |
+
"transform": "bf-v1-RandomHorizontalFlip_CenterCrop_Pad",
|
| 20 |
+
"uid": "02822687f2338080ce4941eaf4f18385"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.9064722973649935,
|
| 24 |
+
"batch": 16,
|
| 25 |
+
"dropout": 0.14909003522037345,
|
| 26 |
+
"duration": 465253992820,
|
| 27 |
+
"epoch_max": 5,
|
| 28 |
+
"lr": 0.0014621190004036784,
|
| 29 |
+
"momentum": 0.33979882354136537,
|
| 30 |
+
"transform": "bf-v1-RandomGrayscale_80",
|
| 31 |
+
"uid": "ab51c3ddf14ef16cd80ae5446bb5fa01"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"accuracy": 0.6028955014527603,
|
| 35 |
+
"batch": 4096,
|
| 36 |
+
"dropout": 0.29791724546268256,
|
| 37 |
+
"duration": 702240308502,
|
| 38 |
+
"lr": 0.37741863050238683,
|
| 39 |
+
"momentum": 0.7731060468398466,
|
| 40 |
+
"transform": "bf-v1-Pad_RandomCrop_5",
|
| 41 |
+
"uid": "5d3d3556fbec063e01fa9b4bd0c02485"
|
| 42 |
+
}
|
| 43 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_alt-nn1-462198d5cb2b028cb47881050d1f9812/5.json
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9273619877767759,
|
| 4 |
+
"batch": 256,
|
| 5 |
+
"dropout": 0.3063817200382748,
|
| 6 |
+
"duration": 949279283723,
|
| 7 |
+
"lr": 0.13847424239431272,
|
| 8 |
+
"momentum": 0.6810519959824712,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_CenterCrop_Pad",
|
| 10 |
+
"uid": "02822687f2338080ce4941eaf4f18385"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9268610359683398,
|
| 14 |
+
"batch": 64,
|
| 15 |
+
"dropout": 0.018096888445617354,
|
| 16 |
+
"duration": 1031337573183,
|
| 17 |
+
"lr": 0.45109869481687126,
|
| 18 |
+
"momentum": 0.08325974017319593,
|
| 19 |
+
"transform": "bf-v1-RandomEqualize_RandomAutocontrast_2",
|
| 20 |
+
"uid": "1d8ed40962d82f186f408d1d44a57ac6"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.9216010419797616,
|
| 24 |
+
"batch": 16,
|
| 25 |
+
"dropout": 0.14909003522037345,
|
| 26 |
+
"duration": 581757550650,
|
| 27 |
+
"epoch_max": 5,
|
| 28 |
+
"lr": 0.0014621190004036784,
|
| 29 |
+
"momentum": 0.33979882354136537,
|
| 30 |
+
"transform": "bf-v1-RandomGrayscale_80",
|
| 31 |
+
"uid": "ab51c3ddf14ef16cd80ae5446bb5fa01"
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"accuracy": 0.6117122532812344,
|
| 35 |
+
"batch": 4096,
|
| 36 |
+
"dropout": 0.29791724546268256,
|
| 37 |
+
"duration": 887483197100,
|
| 38 |
+
"lr": 0.37741863050238683,
|
| 39 |
+
"momentum": 0.7731060468398466,
|
| 40 |
+
"transform": "bf-v1-Pad_RandomCrop_5",
|
| 41 |
+
"uid": "5d3d3556fbec063e01fa9b4bd0c02485"
|
| 42 |
+
}
|
| 43 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/10.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.6112113014727983,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.04512524956204955,
|
| 6 |
+
"duration": 1143911390400,
|
| 7 |
+
"lr": 0.00012983533538281076,
|
| 8 |
+
"momentum": 0.5613499805746823,
|
| 9 |
+
"transform": "bf-v1-RandomCrop_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "7dc267ea6da79fd989c3ee32541fbf6a"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/38.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.6663160004007614,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.04512524956204955,
|
| 6 |
+
"duration": 4344355783652,
|
| 7 |
+
"lr": 0.00012983533538281076,
|
| 8 |
+
"momentum": 0.5613499805746823,
|
| 9 |
+
"transform": "bf-v1-RandomCrop_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "7dc267ea6da79fd989c3ee32541fbf6a"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-358cd3f8e5aaa65c70cd18831ea1d603/46.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.6492335437330928,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.04512524956204955,
|
| 6 |
+
"duration": 5258339430900,
|
| 7 |
+
"lr": 0.00012983533538281076,
|
| 8 |
+
"momentum": 0.5613499805746823,
|
| 9 |
+
"transform": "bf-v1-RandomCrop_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "7dc267ea6da79fd989c3ee32541fbf6a"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/1.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.8267708646428213,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.09053286503330271,
|
| 6 |
+
"duration": 250087977241,
|
| 7 |
+
"lr": 0.02292842976268096,
|
| 8 |
+
"momentum": 0.4668554206118448,
|
| 9 |
+
"transform": "echo_128_flip",
|
| 10 |
+
"uid": "3c275cbe12b0764d250b8586aded3c6e"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 1024,
|
| 15 |
+
"dropout": 0.4339185448736439,
|
| 16 |
+
"duration": 125129084015,
|
| 17 |
+
"lr": 0.33679389808745996,
|
| 18 |
+
"momentum": 0.9893413674987639,
|
| 19 |
+
"transform": "echo_299",
|
| 20 |
+
"uid": "a14a46e1df14db9ade09f22ca20ec8b1"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 32,
|
| 25 |
+
"dropout": 0.22218720371600126,
|
| 26 |
+
"duration": 265850760575,
|
| 27 |
+
"lr": 0.00041858205859549654,
|
| 28 |
+
"momentum": 0.6327362489484035,
|
| 29 |
+
"transform": "norm_128",
|
| 30 |
+
"uid": "2ce3383c3f36d6b834f6c6ff35c2b6b3"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.613515679791604,
|
| 34 |
+
"batch": 128,
|
| 35 |
+
"dropout": 0.2347539365177786,
|
| 36 |
+
"duration": 207332594999,
|
| 37 |
+
"epoch_max": 5,
|
| 38 |
+
"lr": 2.853894275193317e-05,
|
| 39 |
+
"momentum": 0.8052008400202784,
|
| 40 |
+
"transform": "bf-v1-Grayscale_RandomAdjustSharpnes_2",
|
| 41 |
+
"uid": "f04652f4bcb5c07a13c5faa30d5f42bf"
|
| 42 |
+
},
|
| 43 |
+
{
|
| 44 |
+
"accuracy": 0.613515679791604,
|
| 45 |
+
"batch": 2048,
|
| 46 |
+
"dropout": 0.06447406833069674,
|
| 47 |
+
"duration": 166720142790,
|
| 48 |
+
"epoch_max": 5,
|
| 49 |
+
"lr": 0.015440116338229512,
|
| 50 |
+
"momentum": 0.028515584750380962,
|
| 51 |
+
"transform": "norm",
|
| 52 |
+
"uid": "8654ce62a20f1a4742010eaa50735d10"
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"accuracy": 0.613515679791604,
|
| 56 |
+
"batch": 2048,
|
| 57 |
+
"dropout": 0.4521051239271479,
|
| 58 |
+
"duration": 127443477991,
|
| 59 |
+
"epoch_max": 5,
|
| 60 |
+
"lr": 0.00046545204459885595,
|
| 61 |
+
"momentum": 0.3907130745306421,
|
| 62 |
+
"transform": "bf-v1-RandomResizedCrop_65",
|
| 63 |
+
"uid": "3b16bba9c2da6461cd2a51bf81ab36c2"
|
| 64 |
+
}
|
| 65 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/2.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9565173830277527,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.09053286503330271,
|
| 6 |
+
"duration": 498025479620,
|
| 7 |
+
"lr": 0.02292842976268096,
|
| 8 |
+
"momentum": 0.4668554206118448,
|
| 9 |
+
"transform": "echo_128_flip",
|
| 10 |
+
"uid": "3c275cbe12b0764d250b8586aded3c6e"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.2347539365177786,
|
| 16 |
+
"duration": 415070460598,
|
| 17 |
+
"epoch_max": 5,
|
| 18 |
+
"lr": 2.853894275193317e-05,
|
| 19 |
+
"momentum": 0.8052008400202784,
|
| 20 |
+
"transform": "bf-v1-Grayscale_RandomAdjustSharpnes_2",
|
| 21 |
+
"uid": "f04652f4bcb5c07a13c5faa30d5f42bf"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"accuracy": 0.613515679791604,
|
| 25 |
+
"batch": 2048,
|
| 26 |
+
"dropout": 0.06447406833069674,
|
| 27 |
+
"duration": 325329289126,
|
| 28 |
+
"epoch_max": 5,
|
| 29 |
+
"lr": 0.015440116338229512,
|
| 30 |
+
"momentum": 0.028515584750380962,
|
| 31 |
+
"transform": "norm",
|
| 32 |
+
"uid": "8654ce62a20f1a4742010eaa50735d10"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"accuracy": 0.613515679791604,
|
| 36 |
+
"batch": 2048,
|
| 37 |
+
"dropout": 0.4521051239271479,
|
| 38 |
+
"duration": 253980468416,
|
| 39 |
+
"epoch_max": 5,
|
| 40 |
+
"lr": 0.00046545204459885595,
|
| 41 |
+
"momentum": 0.3907130745306421,
|
| 42 |
+
"transform": "bf-v1-RandomResizedCrop_65",
|
| 43 |
+
"uid": "3b16bba9c2da6461cd2a51bf81ab36c2"
|
| 44 |
+
}
|
| 45 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/3.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9606251878569282,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.09053286503330271,
|
| 6 |
+
"duration": 728478082431,
|
| 7 |
+
"lr": 0.02292842976268096,
|
| 8 |
+
"momentum": 0.4668554206118448,
|
| 9 |
+
"transform": "echo_128_flip",
|
| 10 |
+
"uid": "3c275cbe12b0764d250b8586aded3c6e"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.2347539365177786,
|
| 16 |
+
"duration": 622346068580,
|
| 17 |
+
"epoch_max": 5,
|
| 18 |
+
"lr": 2.853894275193317e-05,
|
| 19 |
+
"momentum": 0.8052008400202784,
|
| 20 |
+
"transform": "bf-v1-Grayscale_RandomAdjustSharpnes_2",
|
| 21 |
+
"uid": "f04652f4bcb5c07a13c5faa30d5f42bf"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"accuracy": 0.613515679791604,
|
| 25 |
+
"batch": 2048,
|
| 26 |
+
"dropout": 0.06447406833069674,
|
| 27 |
+
"duration": 472161603504,
|
| 28 |
+
"epoch_max": 5,
|
| 29 |
+
"lr": 0.015440116338229512,
|
| 30 |
+
"momentum": 0.028515584750380962,
|
| 31 |
+
"transform": "norm",
|
| 32 |
+
"uid": "8654ce62a20f1a4742010eaa50735d10"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"accuracy": 0.613515679791604,
|
| 36 |
+
"batch": 2048,
|
| 37 |
+
"dropout": 0.4521051239271479,
|
| 38 |
+
"duration": 381413898272,
|
| 39 |
+
"epoch_max": 5,
|
| 40 |
+
"lr": 0.00046545204459885595,
|
| 41 |
+
"momentum": 0.3907130745306421,
|
| 42 |
+
"transform": "bf-v1-RandomResizedCrop_65",
|
| 43 |
+
"uid": "3b16bba9c2da6461cd2a51bf81ab36c2"
|
| 44 |
+
}
|
| 45 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/4.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9639314697926059,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.09053286503330271,
|
| 6 |
+
"duration": 957712469345,
|
| 7 |
+
"lr": 0.02292842976268096,
|
| 8 |
+
"momentum": 0.4668554206118448,
|
| 9 |
+
"transform": "echo_128_flip",
|
| 10 |
+
"uid": "3c275cbe12b0764d250b8586aded3c6e"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.2347539365177786,
|
| 16 |
+
"duration": 829831197922,
|
| 17 |
+
"epoch_max": 5,
|
| 18 |
+
"lr": 2.853894275193317e-05,
|
| 19 |
+
"momentum": 0.8052008400202784,
|
| 20 |
+
"transform": "bf-v1-Grayscale_RandomAdjustSharpnes_2",
|
| 21 |
+
"uid": "f04652f4bcb5c07a13c5faa30d5f42bf"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"accuracy": 0.613515679791604,
|
| 25 |
+
"batch": 2048,
|
| 26 |
+
"dropout": 0.06447406833069674,
|
| 27 |
+
"duration": 621849582814,
|
| 28 |
+
"epoch_max": 5,
|
| 29 |
+
"lr": 0.015440116338229512,
|
| 30 |
+
"momentum": 0.028515584750380962,
|
| 31 |
+
"transform": "norm",
|
| 32 |
+
"uid": "8654ce62a20f1a4742010eaa50735d10"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"accuracy": 0.613515679791604,
|
| 36 |
+
"batch": 2048,
|
| 37 |
+
"dropout": 0.4521051239271479,
|
| 38 |
+
"duration": 507781558631,
|
| 39 |
+
"epoch_max": 5,
|
| 40 |
+
"lr": 0.00046545204459885595,
|
| 41 |
+
"momentum": 0.3907130745306421,
|
| 42 |
+
"transform": "bf-v1-RandomResizedCrop_65",
|
| 43 |
+
"uid": "3b16bba9c2da6461cd2a51bf81ab36c2"
|
| 44 |
+
}
|
| 45 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ast-dimension-AlexNet-42f4d7358950e5f110cb7064415c8a58/5.json
ADDED
|
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9686404167919046,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.09053286503330271,
|
| 6 |
+
"duration": 1176178794577,
|
| 7 |
+
"lr": 0.02292842976268096,
|
| 8 |
+
"momentum": 0.4668554206118448,
|
| 9 |
+
"transform": "echo_128_flip",
|
| 10 |
+
"uid": "3c275cbe12b0764d250b8586aded3c6e"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.2347539365177786,
|
| 16 |
+
"duration": 1037520406112,
|
| 17 |
+
"epoch_max": 5,
|
| 18 |
+
"lr": 2.853894275193317e-05,
|
| 19 |
+
"momentum": 0.8052008400202784,
|
| 20 |
+
"transform": "bf-v1-Grayscale_RandomAdjustSharpnes_2",
|
| 21 |
+
"uid": "f04652f4bcb5c07a13c5faa30d5f42bf"
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"accuracy": 0.613515679791604,
|
| 25 |
+
"batch": 2048,
|
| 26 |
+
"dropout": 0.06447406833069674,
|
| 27 |
+
"duration": 768926264219,
|
| 28 |
+
"epoch_max": 5,
|
| 29 |
+
"lr": 0.015440116338229512,
|
| 30 |
+
"momentum": 0.028515584750380962,
|
| 31 |
+
"transform": "norm",
|
| 32 |
+
"uid": "8654ce62a20f1a4742010eaa50735d10"
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"accuracy": 0.613515679791604,
|
| 36 |
+
"batch": 2048,
|
| 37 |
+
"dropout": 0.4521051239271479,
|
| 38 |
+
"duration": 633578589502,
|
| 39 |
+
"epoch_max": 5,
|
| 40 |
+
"lr": 0.00046545204459885595,
|
| 41 |
+
"momentum": 0.3907130745306421,
|
| 42 |
+
"transform": "bf-v1-RandomResizedCrop_65",
|
| 43 |
+
"uid": "3b16bba9c2da6461cd2a51bf81ab36c2"
|
| 44 |
+
}
|
| 45 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-105/1.json
ADDED
|
@@ -0,0 +1,53 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.952710149283639,
|
| 4 |
+
"batch": 32,
|
| 5 |
+
"dropout": 0.3233799499178623,
|
| 6 |
+
"duration": 226017205641,
|
| 7 |
+
"lr": 0.06854846870574695,
|
| 8 |
+
"momentum": 0.6207439881607683,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomPosterize_RandomAutocontrast",
|
| 10 |
+
"uid": "ebd7e2fe8cb49d2a8b77cff6ab1a1fb4"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.4402350594807814,
|
| 16 |
+
"duration": 52704525938,
|
| 17 |
+
"lr": 0.0009593767600985549,
|
| 18 |
+
"momentum": 0.08142795065542019,
|
| 19 |
+
"transform": "norm_flip",
|
| 20 |
+
"uid": "3bee0280f75979043bb4b85ee2215f64"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 128,
|
| 25 |
+
"dropout": 0.1958933233675761,
|
| 26 |
+
"duration": 193705100403,
|
| 27 |
+
"lr": 8.221558225025864e-05,
|
| 28 |
+
"momentum": 0.38577530391357384,
|
| 29 |
+
"transform": "bf-v1-RandomSolarize_RandomHorizontalFlip_5",
|
| 30 |
+
"uid": "ee527a1d5cdbcffd005b7074b0c5bf5b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.613515679791604,
|
| 34 |
+
"batch": 64,
|
| 35 |
+
"dropout": 0.07460095401101363,
|
| 36 |
+
"duration": 306872289204,
|
| 37 |
+
"lr": 0.00026259611696115856,
|
| 38 |
+
"momentum": 0.18527668020549037,
|
| 39 |
+
"transform": "bf-v1-RandomPerspective_RandomCrop",
|
| 40 |
+
"uid": "1dac05a2f53d35b99aa230726c92dbf4"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 2048,
|
| 45 |
+
"dropout": 0.07475603543365089,
|
| 46 |
+
"duration": 92397584517,
|
| 47 |
+
"epoch_max": 5,
|
| 48 |
+
"lr": 0.4414019614194183,
|
| 49 |
+
"momentum": 0.22896204475228277,
|
| 50 |
+
"transform": "bf-v1-RandomCrop_RandomPosterize",
|
| 51 |
+
"uid": "c9c088d454f8b33be865493c2e2209ee"
|
| 52 |
+
}
|
| 53 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-105/2.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9606251878569282,
|
| 4 |
+
"batch": 32,
|
| 5 |
+
"dropout": 0.3233799499178623,
|
| 6 |
+
"duration": 459867135062,
|
| 7 |
+
"lr": 0.06854846870574695,
|
| 8 |
+
"momentum": 0.6207439881607683,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_RandomPosterize_RandomAutocontrast",
|
| 10 |
+
"uid": "ebd7e2fe8cb49d2a8b77cff6ab1a1fb4"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.1958933233675761,
|
| 16 |
+
"duration": 402059346424,
|
| 17 |
+
"lr": 8.221558225025864e-05,
|
| 18 |
+
"momentum": 0.38577530391357384,
|
| 19 |
+
"transform": "bf-v1-RandomSolarize_RandomHorizontalFlip_5",
|
| 20 |
+
"uid": "ee527a1d5cdbcffd005b7074b0c5bf5b"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 64,
|
| 25 |
+
"dropout": 0.07460095401101363,
|
| 26 |
+
"duration": 609296619727,
|
| 27 |
+
"lr": 0.00026259611696115856,
|
| 28 |
+
"momentum": 0.18527668020549037,
|
| 29 |
+
"transform": "bf-v1-RandomPerspective_RandomCrop",
|
| 30 |
+
"uid": "1dac05a2f53d35b99aa230726c92dbf4"
|
| 31 |
+
}
|
| 32 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-105/3.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.613515679791604,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.1958933233675761,
|
| 6 |
+
"duration": 587585771940,
|
| 7 |
+
"lr": 8.221558225025864e-05,
|
| 8 |
+
"momentum": 0.38577530391357384,
|
| 9 |
+
"transform": "bf-v1-RandomSolarize_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "ee527a1d5cdbcffd005b7074b0c5bf5b"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 64,
|
| 15 |
+
"dropout": 0.07460095401101363,
|
| 16 |
+
"duration": 884223544503,
|
| 17 |
+
"lr": 0.00026259611696115856,
|
| 18 |
+
"momentum": 0.18527668020549037,
|
| 19 |
+
"transform": "bf-v1-RandomPerspective_RandomCrop",
|
| 20 |
+
"uid": "1dac05a2f53d35b99aa230726c92dbf4"
|
| 21 |
+
}
|
| 22 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-105/4.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.613515679791604,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.1958933233675761,
|
| 6 |
+
"duration": 794773115450,
|
| 7 |
+
"lr": 8.221558225025864e-05,
|
| 8 |
+
"momentum": 0.38577530391357384,
|
| 9 |
+
"transform": "bf-v1-RandomSolarize_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "ee527a1d5cdbcffd005b7074b0c5bf5b"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 64,
|
| 15 |
+
"dropout": 0.07460095401101363,
|
| 16 |
+
"duration": 1170371417580,
|
| 17 |
+
"lr": 0.00026259611696115856,
|
| 18 |
+
"momentum": 0.18527668020549037,
|
| 19 |
+
"transform": "bf-v1-RandomPerspective_RandomCrop",
|
| 20 |
+
"uid": "1dac05a2f53d35b99aa230726c92dbf4"
|
| 21 |
+
}
|
| 22 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-105/5.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.613515679791604,
|
| 4 |
+
"batch": 128,
|
| 5 |
+
"dropout": 0.1958933233675761,
|
| 6 |
+
"duration": 1001729512745,
|
| 7 |
+
"lr": 8.221558225025864e-05,
|
| 8 |
+
"momentum": 0.38577530391357384,
|
| 9 |
+
"transform": "bf-v1-RandomSolarize_RandomHorizontalFlip_5",
|
| 10 |
+
"uid": "ee527a1d5cdbcffd005b7074b0c5bf5b"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.613515679791604,
|
| 14 |
+
"batch": 64,
|
| 15 |
+
"dropout": 0.07460095401101363,
|
| 16 |
+
"duration": 1455525111604,
|
| 17 |
+
"lr": 0.00026259611696115856,
|
| 18 |
+
"momentum": 0.18527668020549037,
|
| 19 |
+
"transform": "bf-v1-RandomPerspective_RandomCrop",
|
| 20 |
+
"uid": "1dac05a2f53d35b99aa230726c92dbf4"
|
| 21 |
+
}
|
| 22 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-532/1.json
ADDED
|
@@ -0,0 +1,62 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.8371906622582908,
|
| 4 |
+
"batch": 512,
|
| 5 |
+
"dropout": 0.0795993966176044,
|
| 6 |
+
"duration": 211434637782,
|
| 7 |
+
"lr": 0.017994794493532043,
|
| 8 |
+
"momentum": 0.8761990883401889,
|
| 9 |
+
"transform": "norm_256_flip",
|
| 10 |
+
"uid": "b994441b3aaf9b89ffc8a092a08436c7"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.6924155896202785,
|
| 14 |
+
"batch": 2048,
|
| 15 |
+
"dropout": 0.20376689634049078,
|
| 16 |
+
"duration": 127201445812,
|
| 17 |
+
"lr": 0.0813032041646625,
|
| 18 |
+
"momentum": 0.9315696113191492,
|
| 19 |
+
"transform": "norm",
|
| 20 |
+
"uid": "660a11bc08cede82bc9df15a8ee3c182"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 128,
|
| 25 |
+
"dropout": 0.15038774453716197,
|
| 26 |
+
"duration": 26683207981,
|
| 27 |
+
"lr": 0.6580931066995009,
|
| 28 |
+
"momentum": 0.9612279594436081,
|
| 29 |
+
"transform": "echo_32",
|
| 30 |
+
"uid": "4980d959e82a1772cf812009fd139d8b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.613515679791604,
|
| 34 |
+
"batch": 1024,
|
| 35 |
+
"dropout": 0.47731497065180345,
|
| 36 |
+
"duration": 129884140658,
|
| 37 |
+
"lr": 0.0013873832299614087,
|
| 38 |
+
"momentum": 0.7901485387931284,
|
| 39 |
+
"transform": "norm_flip",
|
| 40 |
+
"uid": "440e30a136321c52a5421735de765f2f"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 512,
|
| 45 |
+
"dropout": 0.23860359688975452,
|
| 46 |
+
"duration": 206441668511,
|
| 47 |
+
"lr": 0.006009974197064225,
|
| 48 |
+
"momentum": 0.9059363289777507,
|
| 49 |
+
"transform": "echo_256_flip",
|
| 50 |
+
"uid": "34827b8faa969b670a3764f4b448a4d9"
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"accuracy": 0.613515679791604,
|
| 54 |
+
"batch": 64,
|
| 55 |
+
"dropout": 0.052251096687879806,
|
| 56 |
+
"duration": 91603973223,
|
| 57 |
+
"lr": 0.010161739984502358,
|
| 58 |
+
"momentum": 0.027478283016075467,
|
| 59 |
+
"transform": "echo_flip",
|
| 60 |
+
"uid": "99a40726ba8ca6780e64f5cd24a38a9b"
|
| 61 |
+
}
|
| 62 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-532/2.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9496042480713356,
|
| 4 |
+
"batch": 512,
|
| 5 |
+
"dropout": 0.0795993966176044,
|
| 6 |
+
"duration": 420419890265,
|
| 7 |
+
"lr": 0.017994794493532043,
|
| 8 |
+
"momentum": 0.8761990883401889,
|
| 9 |
+
"transform": "norm_256_flip",
|
| 10 |
+
"uid": "b994441b3aaf9b89ffc8a092a08436c7"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9104298166516381,
|
| 14 |
+
"batch": 2048,
|
| 15 |
+
"dropout": 0.20376689634049078,
|
| 16 |
+
"duration": 254190085466,
|
| 17 |
+
"lr": 0.0813032041646625,
|
| 18 |
+
"momentum": 0.9315696113191492,
|
| 19 |
+
"transform": "norm",
|
| 20 |
+
"uid": "660a11bc08cede82bc9df15a8ee3c182"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.7077948101392646,
|
| 24 |
+
"batch": 64,
|
| 25 |
+
"dropout": 0.052251096687879806,
|
| 26 |
+
"duration": 184070528736,
|
| 27 |
+
"lr": 0.010161739984502358,
|
| 28 |
+
"momentum": 0.027478283016075467,
|
| 29 |
+
"transform": "echo_flip",
|
| 30 |
+
"uid": "99a40726ba8ca6780e64f5cd24a38a9b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.6205290051097084,
|
| 34 |
+
"batch": 512,
|
| 35 |
+
"dropout": 0.23860359688975452,
|
| 36 |
+
"duration": 386865362800,
|
| 37 |
+
"lr": 0.006009974197064225,
|
| 38 |
+
"momentum": 0.9059363289777507,
|
| 39 |
+
"transform": "echo_256_flip",
|
| 40 |
+
"uid": "34827b8faa969b670a3764f4b448a4d9"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 1024,
|
| 45 |
+
"dropout": 0.47731497065180345,
|
| 46 |
+
"duration": 259320327643,
|
| 47 |
+
"lr": 0.0013873832299614087,
|
| 48 |
+
"momentum": 0.7901485387931284,
|
| 49 |
+
"transform": "norm_flip",
|
| 50 |
+
"uid": "440e30a136321c52a5421735de765f2f"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-532/3.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9623284240056107,
|
| 4 |
+
"batch": 512,
|
| 5 |
+
"dropout": 0.0795993966176044,
|
| 6 |
+
"duration": 622189188530,
|
| 7 |
+
"lr": 0.017994794493532043,
|
| 8 |
+
"momentum": 0.8761990883401889,
|
| 9 |
+
"transform": "norm_256_flip",
|
| 10 |
+
"uid": "b994441b3aaf9b89ffc8a092a08436c7"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9590722372507765,
|
| 14 |
+
"batch": 2048,
|
| 15 |
+
"dropout": 0.20376689634049078,
|
| 16 |
+
"duration": 381060095643,
|
| 17 |
+
"lr": 0.0813032041646625,
|
| 18 |
+
"momentum": 0.9315696113191492,
|
| 19 |
+
"transform": "norm",
|
| 20 |
+
"uid": "660a11bc08cede82bc9df15a8ee3c182"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.8119927862939585,
|
| 24 |
+
"batch": 64,
|
| 25 |
+
"dropout": 0.052251096687879806,
|
| 26 |
+
"duration": 276033677959,
|
| 27 |
+
"lr": 0.010161739984502358,
|
| 28 |
+
"momentum": 0.027478283016075467,
|
| 29 |
+
"transform": "echo_flip",
|
| 30 |
+
"uid": "99a40726ba8ca6780e64f5cd24a38a9b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.7761246368099389,
|
| 34 |
+
"batch": 512,
|
| 35 |
+
"dropout": 0.23860359688975452,
|
| 36 |
+
"duration": 566167253735,
|
| 37 |
+
"lr": 0.006009974197064225,
|
| 38 |
+
"momentum": 0.9059363289777507,
|
| 39 |
+
"transform": "echo_256_flip",
|
| 40 |
+
"uid": "34827b8faa969b670a3764f4b448a4d9"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 1024,
|
| 45 |
+
"dropout": 0.47731497065180345,
|
| 46 |
+
"duration": 386578887057,
|
| 47 |
+
"lr": 0.0013873832299614087,
|
| 48 |
+
"momentum": 0.7901485387931284,
|
| 49 |
+
"transform": "norm_flip",
|
| 50 |
+
"uid": "440e30a136321c52a5421735de765f2f"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-532/4.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9680392746217814,
|
| 4 |
+
"batch": 512,
|
| 5 |
+
"dropout": 0.0795993966176044,
|
| 6 |
+
"duration": 821430243238,
|
| 7 |
+
"lr": 0.017994794493532043,
|
| 8 |
+
"momentum": 0.8761990883401889,
|
| 9 |
+
"transform": "norm_256_flip",
|
| 10 |
+
"uid": "b994441b3aaf9b89ffc8a092a08436c7"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9628293758140467,
|
| 14 |
+
"batch": 2048,
|
| 15 |
+
"dropout": 0.20376689634049078,
|
| 16 |
+
"duration": 508000478184,
|
| 17 |
+
"lr": 0.0813032041646625,
|
| 18 |
+
"momentum": 0.9315696113191492,
|
| 19 |
+
"transform": "norm",
|
| 20 |
+
"uid": "660a11bc08cede82bc9df15a8ee3c182"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.8507664562669072,
|
| 24 |
+
"batch": 64,
|
| 25 |
+
"dropout": 0.052251096687879806,
|
| 26 |
+
"duration": 368267773205,
|
| 27 |
+
"lr": 0.010161739984502358,
|
| 28 |
+
"momentum": 0.027478283016075467,
|
| 29 |
+
"transform": "echo_flip",
|
| 30 |
+
"uid": "99a40726ba8ca6780e64f5cd24a38a9b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.7892996693718064,
|
| 34 |
+
"batch": 512,
|
| 35 |
+
"dropout": 0.23860359688975452,
|
| 36 |
+
"duration": 749346593132,
|
| 37 |
+
"lr": 0.006009974197064225,
|
| 38 |
+
"momentum": 0.9059363289777507,
|
| 39 |
+
"transform": "echo_256_flip",
|
| 40 |
+
"uid": "34827b8faa969b670a3764f4b448a4d9"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 1024,
|
| 45 |
+
"dropout": 0.47731497065180345,
|
| 46 |
+
"duration": 515034364068,
|
| 47 |
+
"lr": 0.0013873832299614087,
|
| 48 |
+
"momentum": 0.7901485387931284,
|
| 49 |
+
"transform": "norm_flip",
|
| 50 |
+
"uid": "440e30a136321c52a5421735de765f2f"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-532/5.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9693918445045586,
|
| 4 |
+
"batch": 512,
|
| 5 |
+
"dropout": 0.0795993966176044,
|
| 6 |
+
"duration": 1020895124474,
|
| 7 |
+
"lr": 0.017994794493532043,
|
| 8 |
+
"momentum": 0.8761990883401889,
|
| 9 |
+
"transform": "norm_256_flip",
|
| 10 |
+
"uid": "b994441b3aaf9b89ffc8a092a08436c7"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9690912734194971,
|
| 14 |
+
"batch": 2048,
|
| 15 |
+
"dropout": 0.20376689634049078,
|
| 16 |
+
"duration": 635679474565,
|
| 17 |
+
"lr": 0.0813032041646625,
|
| 18 |
+
"momentum": 0.9315696113191492,
|
| 19 |
+
"transform": "norm",
|
| 20 |
+
"uid": "660a11bc08cede82bc9df15a8ee3c182"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.9451457769762549,
|
| 24 |
+
"batch": 64,
|
| 25 |
+
"dropout": 0.052251096687879806,
|
| 26 |
+
"duration": 461528805708,
|
| 27 |
+
"lr": 0.010161739984502358,
|
| 28 |
+
"momentum": 0.027478283016075467,
|
| 29 |
+
"transform": "echo_flip",
|
| 30 |
+
"uid": "99a40726ba8ca6780e64f5cd24a38a9b"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.8183548742610961,
|
| 34 |
+
"batch": 512,
|
| 35 |
+
"dropout": 0.23860359688975452,
|
| 36 |
+
"duration": 931639268074,
|
| 37 |
+
"lr": 0.006009974197064225,
|
| 38 |
+
"momentum": 0.9059363289777507,
|
| 39 |
+
"transform": "echo_256_flip",
|
| 40 |
+
"uid": "34827b8faa969b670a3764f4b448a4d9"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 1024,
|
| 45 |
+
"dropout": 0.47731497065180345,
|
| 46 |
+
"duration": 644402184506,
|
| 47 |
+
"lr": 0.0013873832299614087,
|
| 48 |
+
"momentum": 0.7901485387931284,
|
| 49 |
+
"transform": "norm_flip",
|
| 50 |
+
"uid": "440e30a136321c52a5421735de765f2f"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/1.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9577196673679992,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 133989575838,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9477507263801223,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.10544085571614326,
|
| 16 |
+
"duration": 106795482156,
|
| 17 |
+
"lr": 0.0758682851475416,
|
| 18 |
+
"momentum": 0.7014204345552918,
|
| 19 |
+
"transform": "echo_64_flip",
|
| 20 |
+
"uid": "d6f3837ca37810144b3c7ac125f1a0fb"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.613515679791604,
|
| 24 |
+
"batch": 16,
|
| 25 |
+
"dropout": 0.2087293591664786,
|
| 26 |
+
"duration": 113823651760,
|
| 27 |
+
"lr": 0.0002722085450346675,
|
| 28 |
+
"momentum": 0.23045427929814533,
|
| 29 |
+
"transform": "norm_flip",
|
| 30 |
+
"uid": "b30675bd8708cbe00c9f12a10d8be2e2"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.613515679791604,
|
| 34 |
+
"batch": 64,
|
| 35 |
+
"dropout": 0.487488855099504,
|
| 36 |
+
"duration": 294977354347,
|
| 37 |
+
"lr": 2.2877822272620193e-05,
|
| 38 |
+
"momentum": 0.10771470649758408,
|
| 39 |
+
"transform": "norm_256",
|
| 40 |
+
"uid": "e14d09126b76c41a0ea30ecc429bc712"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 128,
|
| 45 |
+
"dropout": 0.14916132595842135,
|
| 46 |
+
"duration": 95790156715,
|
| 47 |
+
"lr": 0.014313660366688118,
|
| 48 |
+
"momentum": 0.6381847653832515,
|
| 49 |
+
"transform": "echo_32_flip",
|
| 50 |
+
"uid": "6891755bfc956d6add1eee7d744e11cd"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/10.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9690912734194971,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 1345789564055,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/11.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9704939384831179,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 1480228206062,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/12.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9661857529305681,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 1615068178107,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/13.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9686905119727482,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 1749867463379,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/14.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9681895601643122,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 1884349792595,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/15.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9691914637811843,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2018901736816,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/16.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9694419396854023,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2153849876223,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/17.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9698927963129947,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2288010046162,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/18.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9706442240256488,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2422860495948,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/19.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9692415589620279,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2557658423253,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/2.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9623785191864542,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 269067609228,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
},
|
| 12 |
+
{
|
| 13 |
+
"accuracy": 0.9451958721570984,
|
| 14 |
+
"batch": 128,
|
| 15 |
+
"dropout": 0.10544085571614326,
|
| 16 |
+
"duration": 213771584309,
|
| 17 |
+
"lr": 0.0758682851475416,
|
| 18 |
+
"momentum": 0.7014204345552918,
|
| 19 |
+
"transform": "echo_64_flip",
|
| 20 |
+
"uid": "d6f3837ca37810144b3c7ac125f1a0fb"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"accuracy": 0.9337240757439135,
|
| 24 |
+
"batch": 128,
|
| 25 |
+
"dropout": 0.14916132595842135,
|
| 26 |
+
"duration": 192085350456,
|
| 27 |
+
"lr": 0.014313660366688118,
|
| 28 |
+
"momentum": 0.6381847653832515,
|
| 29 |
+
"transform": "echo_32_flip",
|
| 30 |
+
"uid": "6891755bfc956d6add1eee7d744e11cd"
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"accuracy": 0.613515679791604,
|
| 34 |
+
"batch": 16,
|
| 35 |
+
"dropout": 0.2087293591664786,
|
| 36 |
+
"duration": 228173278516,
|
| 37 |
+
"lr": 0.0002722085450346675,
|
| 38 |
+
"momentum": 0.23045427929814533,
|
| 39 |
+
"transform": "norm_flip",
|
| 40 |
+
"uid": "b30675bd8708cbe00c9f12a10d8be2e2"
|
| 41 |
+
},
|
| 42 |
+
{
|
| 43 |
+
"accuracy": 0.613515679791604,
|
| 44 |
+
"batch": 64,
|
| 45 |
+
"dropout": 0.487488855099504,
|
| 46 |
+
"duration": 591138875776,
|
| 47 |
+
"lr": 2.2877822272620193e-05,
|
| 48 |
+
"momentum": 0.10771470649758408,
|
| 49 |
+
"transform": "norm_256",
|
| 50 |
+
"uid": "e14d09126b76c41a0ea30ecc429bc712"
|
| 51 |
+
}
|
| 52 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/20.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9701933673980563,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2691972127159,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/21.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9694419396854023,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2826367141140,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/22.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9686404167919046,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 2961206584906,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/23.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9692916541428714,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 3095955551234,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/24.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9688407975152791,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 3230513043745,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/25.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9700931770363691,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 3365099739820,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/26.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9702434625788999,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 3500052800396,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|
test/stat/train/img-classification_celeba-gender_acc_ga-535/27.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"accuracy": 0.9695421300470894,
|
| 4 |
+
"batch": 8,
|
| 5 |
+
"dropout": 0.45521935074748643,
|
| 6 |
+
"duration": 3635077157138,
|
| 7 |
+
"lr": 0.0010652610070166222,
|
| 8 |
+
"momentum": 0.8885989785497943,
|
| 9 |
+
"transform": "bf-v1-RandomHorizontalFlip_Pad_RandomPosterize",
|
| 10 |
+
"uid": "1b737a123ea642e6e894dd9ae9b8c77c"
|
| 11 |
+
}
|
| 12 |
+
]
|