flash-ansr-v23.0-3M / skeleton_pool_train.yaml
psaegert
Add model files
f5b7d5f unverified
simplipy_engine: dev_7-3
holdout_pools:
- '{{ROOT}}/data/ansr-data/v23.x/skeleton_pool_val/'
- '{{ROOT}}/data/ansr-data/test_set/fastsrb/skeleton_pool/'
sample_strategy:
n_operator_distribution: length_exponential
min_operators: 0
max_operators: 17
power: 0.7
lambda: 1
max_length: 35
max_tries: 4
independent_dimensions: true
allow_nan: false
simplify: true
literal_prior:
name: normal
kwargs:
loc: 0
scale: 5
support_sampler:
support_prior:
name: sampler
kwargs:
base_dist_name: uniform
base_kwargs:
min_value: -30
max_value: 30
param_samplers:
low:
name: normal
kwargs:
loc: 0
scale: 10
high:
name: normal
kwargs:
loc: 0
scale: 10
n_support_prior:
name: uniform
kwargs:
low: 1
high: 1024
min_value: 1
max_value: 1024
variables:
- x1
- x2
- x3
- x4
- x5
- x6
- x7
- x8
- x9
- x10
- x11
- x12
- x13
- x14
- x15
- x16
- x17
operator_weights:
+: 10
'-': 10
'*': 10
/: 10
abs: 1
inv: 1
neg: 1
pow2: 1
pow3: 1
pow4: 1
pow5: 1
pow1_2: 1
pow1_3: 1
pow1_4: 1
pow1_5: 1
sin: 1
cos: 1
tan: 1
asin: 1
acos: 1
atan: 1
sinh: 1
cosh: 1
tanh: 1
asinh: 1
acosh: 1
atanh: 1
exp: 1
log: 1
mult2: 1
mult3: 1
mult4: 1
mult5: 1
div2: 1
div3: 1
div4: 1
div5: 1