lazyfiles for various experiments

main/experiments/lazyfile_vgg_benchmark.yml

+all:
+  dense:
+  deepfried:
+  deepstrom_gamma:
+  deepstrom_no_kernel_param:
+  deepstrom_sigmoid:
+
+base:
+  epoch_numbers: {"-e": [10]}
+  batch_sizes: {"-s": "np.logspace(3, 9, dtype=int, base=2, num=5)"}
+
+repr:
+  repr_dim: {"-D": "np.logspace(7, 12, base=2, dtype=int, num=6)"}
+
+gammavalue:
+  gamma: {"-g": "np.logspace(-6, -1, base=10, num=6)"}
+
+dense:
+  network: ["dense"]
+  base:
+  repr:
+  two_layers: ["-l", ""]
+
+deepfried:
+  network: ["deepfriedconvnet"]
+  base:
+  gammavalue:
+  nbstacks: {"-N": [1, 2]}
+
+deepstrom_base:
+  network: ["deepstrom"]
+  base:
+  repr:
+  nys_size: {"-m": "np.logspace(4, 9, dtype=int, base=2, num=6)"}
+
+deepstrom_gamma:
+  deepstrom_base:
+  gammavalue:
+  kernel: ["-R", "-E"]
+
+deepstrom_no_kernel_param:
+  deepstrom_base:
+  kernel: ["-L", "-P", "-C"]
+
+deepstrom_sigmoid:
+  deepstrom_base:
+  gammavalue:
+  cvalue: {"-c": [1]}
+  kernel: ["-S"]

main/experiments/lazyfile_vgg_benchmark100.yml

+all:
+  dense:
+  deepfried:
+  deepstrom_gamma:
+  deepstrom_no_kernel_param:
+
+base:
+  epoch_numbers: {"-e": [100]}
+  batch_sizes: {"-s": "np.logspace(4, 9, dtype=int, base=2, num=4)"}
+
+repr:
+  repr_dim: {"-D": "np.logspace(4, 11, base=2, dtype=int, num=6)"}
+
+gammavalue:
+  gamma: {"-g": ["0.1"]}
+
+dense:
+  network: ["dense"]
+  base:
+  repr:
+  two_layers: ["-l", ""]
+
+deepfried:
+  network: ["deepfriedconvnet"]
+  base:
+  gammavalue:
+  nbstacks: {"-N": [1, 2]}
+
+deepstrom_base:
+  network: ["deepstrom"]
+  base:
+  repr:
+  nys_size: {"-m": "np.logspace(4, 9, dtype=int, base=2, num=6)"}
+
+deepstrom_gamma:
+  deepstrom_base:
+  gammavalue:
+  kernel: ["-R", "-E"]
+
+deepstrom_no_kernel_param:
+  deepstrom_base:
+  kernel: ["-L", "-P", "-C"]

main/experiments/lazyfile_vgg_benchmark100_no_deepstrom.yml

+all:
+  dense:
+  deepfried:
+
+base:
+  epoch_numbers: {"-e": [100]}
+  batch_sizes: {"-s": "np.logspace(4, 9, dtype=int, base=2, num=4)"}
+
+repr:
+  repr_dim: {"-D": "np.logspace(4, 11, base=2, dtype=int, num=6)"}
+
+gammavalue:
+  gamma: {"-g": ["0.1"]}
+
+dense:
+  network: ["dense"]
+  base:
+  repr:
+  two_layers: ["-l", ""]
+
+deepfried:
+  network: ["deepfriedconvnet"]
+  base:
+  gammavalue:
+  nbstacks: {"-N": [1, 2]}
\ No newline at end of file