Skip to content

Commit

Permalink
fashion mnist logs
Browse files Browse the repository at this point in the history
  • Loading branch information
@FelixBenning
FelixBenning committed May 20, 2024
1 parent cf1d3d7 commit 725747e
Show file tree
Hide file tree
Showing 59 changed files with 370,598 additions and 346 deletions.
1 change: 1 addition & 0 deletions .gitignore
View file
Original file line number Diff line number Diff line change
Expand Up @@ -168,6 +168,7 @@ cython_debug/
logs/*
!logs/MNIST_CNN7_b=1024
!logs/MNIST_CNN7_b=128
!logs/FashionMNIST_CNN5_b=128
!logs/MNIST_CNN3_b=128
data/*
slurm-*
Expand Down
9 changes: 5 additions & 4 deletions benchmarking/classification/__main__.py
View file
Original file line number Diff line number Diff line change
Expand Up @@ -140,22 +140,22 @@ def main(problem_name, opt):
hyperparameters={
"covariance_model": sq_exp_cov_model,
"b_size_inv": 1/problem["batch_size"],
"conservatism": 0.1,
"conservatism": 0.05,
},
)
train(
problem,
opt=RFD,
hyperparameters={
"covariance_model": sq_exp_cov_model,
"b_size_inv": 1/problem["batch_size"],
},
)
train(
problem,
opt=RFD,
hyperparameters={
"covariance_model": sq_exp_cov_model,
"b_size_inv": 1/problem["batch_size"],
},
)

Expand All @@ -182,9 +182,10 @@ def main(problem_name, opt):
for seed in range(20):
problem["seed"] = seed
for lr in [
1e-1,
1e-2,
# 1e-3,
# 1e-4
1e-3,
1e-4
]:
train(
problem,
Expand Down
5 changes: 5 additions & 0 deletions logs/FashionMNIST_CNN5_b=128/Adam(lr=0.1_betas=(0.9, 0.999))/seed=0/version_0/hparams.yaml
View file
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
betas: !!python/tuple
- 0.9
- 0.999
loss: !!python/name:torch.nn.functional.nll_loss ''
lr: 0.1
13,190 changes: 13,190 additions & 0 deletions logs/FashionMNIST_CNN5_b=128/Adam(lr=0.1_betas=(0.9, 0.999))/seed=0/version_0/metrics.csv
View file

Large diffs are not rendered by default.

105 changes: 105 additions & 0 deletions ..._var=(684.0306262578345, 79669.19822664057), dims=1128180))/seed=0/version_0/hparams.yaml
View file
Original file line number Diff line number Diff line change
@@ -0,0 +1,105 @@
covariance_model: !!python/object/new:pyrfd.covariance.SquaredExponential
state: !!python/tuple
- null
- _fitted: true
dims: 1128180
g_var_reg: !!python/object:pyrfd.regression.ScalarRegression
coef_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- &id002 !!python/name:numpy.ndarray ''
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- &id001 !!python/object/apply:numpy.dtype
args:
- f8
- false
- true
state: !!python/tuple
- 3
- <
- null
- null
- null
- -1
- -1
- 0
- false
- !!binary |
p7LvK1Nz80A=
copy_X: true
fit_intercept: true
intercept_: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
Yr76uD5ghUA=
n_features_in_: 1
n_jobs: null
positive: false
rank_: 1
singular_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
sLq/nQJBET8=
mean: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
ub6amI3kBUA=
var_reg: !!python/object:pyrfd.regression.ScalarRegression
coef_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
svoj7ktk7T8=
copy_X: true
fit_intercept: true
intercept_: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
wzr+w5zEiD8=
n_features_in_: 1
n_jobs: null
positive: false
rank_: 1
singular_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
kQMGRqo3E0A=
loss: !!python/name:torch.nn.functional.nll_loss ''
14,132 changes: 14,132 additions & 0 deletions ...t_var=(684.0306262578345, 79669.19822664057), dims=1128180))/seed=0/version_0/metrics.csv
View file

Large diffs are not rendered by default.

105 changes: 105 additions & 0 deletions ..._var=(684.0306262578345, 79669.19822664057), dims=1128180))/seed=1/version_0/hparams.yaml
View file
Original file line number Diff line number Diff line change
@@ -0,0 +1,105 @@
covariance_model: !!python/object/new:pyrfd.covariance.SquaredExponential
state: !!python/tuple
- null
- _fitted: true
dims: 1128180
g_var_reg: !!python/object:pyrfd.regression.ScalarRegression
coef_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- &id002 !!python/name:numpy.ndarray ''
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- &id001 !!python/object/apply:numpy.dtype
args:
- f8
- false
- true
state: !!python/tuple
- 3
- <
- null
- null
- null
- -1
- -1
- 0
- false
- !!binary |
p7LvK1Nz80A=
copy_X: true
fit_intercept: true
intercept_: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
Yr76uD5ghUA=
n_features_in_: 1
n_jobs: null
positive: false
rank_: 1
singular_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
sLq/nQJBET8=
mean: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
ub6amI3kBUA=
var_reg: !!python/object:pyrfd.regression.ScalarRegression
coef_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
svoj7ktk7T8=
copy_X: true
fit_intercept: true
intercept_: !!python/object/apply:numpy.core.multiarray.scalar
- *id001
- !!binary |
wzr+w5zEiD8=
n_features_in_: 1
n_jobs: null
positive: false
rank_: 1
singular_: !!python/object/apply:numpy.core.multiarray._reconstruct
args:
- *id002
- !!python/tuple
- 0
- !!binary |
Yg==
state: !!python/tuple
- 1
- !!python/tuple
- 1
- *id001
- false
- !!binary |
kQMGRqo3E0A=
loss: !!python/name:torch.nn.functional.nll_loss ''
Loading

0 comments on commit 725747e

Please sign in to comment.