diff --git a/main/experiments/parameter_files/november_2018/classif_end_to_end_with_augment/lazyfile_classif_end_to_end_with_augment_solve_mnist_deepfried_bis.yml b/main/experiments/parameter_files/november_2018/classif_end_to_end_with_augment/lazyfile_classif_end_to_end_with_augment_solve_mnist_deepfried_bis.yml
deleted file mode 100644
index 00576d764398a85b267107c67c2db7c472275354..0000000000000000000000000000000000000000
--- a/main/experiments/parameter_files/november_2018/classif_end_to_end_with_augment/lazyfile_classif_end_to_end_with_augment_solve_mnist_deepfried_bis.yml
+++ /dev/null
@@ -1,42 +0,0 @@
-all:
-  deepfried:
-  deepstrom_no_gamma:
-
-base:
-  epoch_numbers: {"-e": [200]}
-  batch_sizes: {"-s": [64]}
-  val_size: {"-v": [10000]}
-  seed: {"-a": "range(1)"}
-  quiet: ["-q"]
-
-no_cifar:
-  dataset_no_cifar: ["--mnist", "--svhn"]
-
-dataset:
-  dataset: ["--cifar10", "--mnist", "--svhn"]
-
-gamma:
-  gamma: {"-g": [0.001, 0.005, 0.01, 0.05]}
-
-dense:
-  network: ["dense"]
-  base:
-  no_cifar:
-  repr_dim: {"-D": [16, 64, 128, 1024]}
-
-deepfried:
-  network: ["deepfriedconvnet"]
-  base:
-  no_cifar:
-  gamma:
-  nbstacks: {"-N": [1, 3, 5]}
-
-deepstrom:
-  network: ["deepstrom"]
-  base:
-  nys_size: {"-m": [4, 8, 16, 64, 128, 256, 512]}
-
-deepstrom_no_gamma:
-  deepstrom:
-  no_cifar:
-  kernel: ["-C"]
\ No newline at end of file