pyro/infer/elbo.py
Killed 4 out of 20 mutantsSurvived
Survived mutation testing. These mutants show holes in your test suite.Mutant 46
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -58,7 +58,7 @@
"""
def __init__(self,
- num_particles=1,
+ num_particles=2,
max_plate_nesting=float('inf'),
max_iarange_nesting=None, # DEPRECATED
vectorize_particles=False,
Mutant 48
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -61,7 +61,7 @@
num_particles=1,
max_plate_nesting=float('inf'),
max_iarange_nesting=None, # DEPRECATED
- vectorize_particles=False,
+ vectorize_particles=True,
strict_enumeration_warning=True,
ignore_jit_warnings=False,
jit_options=None,
Mutant 49
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -62,7 +62,7 @@
max_plate_nesting=float('inf'),
max_iarange_nesting=None, # DEPRECATED
vectorize_particles=False,
- strict_enumeration_warning=True,
+ strict_enumeration_warning=False,
ignore_jit_warnings=False,
jit_options=None,
retain_graph=None,
Mutant 50
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -63,7 +63,7 @@
max_iarange_nesting=None, # DEPRECATED
vectorize_particles=False,
strict_enumeration_warning=True,
- ignore_jit_warnings=False,
+ ignore_jit_warnings=True,
jit_options=None,
retain_graph=None,
tail_adaptive_beta=-1.0):
Mutant 51
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -66,7 +66,7 @@
ignore_jit_warnings=False,
jit_options=None,
retain_graph=None,
- tail_adaptive_beta=-1.0):
+ tail_adaptive_beta=+1.0):
if max_iarange_nesting is not None:
warnings.warn("max_iarange_nesting is deprecated; use max_plate_nesting instead",
DeprecationWarning)
Mutant 52
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -66,7 +66,7 @@
ignore_jit_warnings=False,
jit_options=None,
retain_graph=None,
- tail_adaptive_beta=-1.0):
+ tail_adaptive_beta=-2.0):
if max_iarange_nesting is not None:
warnings.warn("max_iarange_nesting is deprecated; use max_plate_nesting instead",
DeprecationWarning)
Mutant 56
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -73,7 +73,7 @@
max_plate_nesting = max_iarange_nesting
self.max_plate_nesting = max_plate_nesting
self.num_particles = num_particles
- self.vectorize_particles = vectorize_particles
+ self.vectorize_particles = None
self.retain_graph = retain_graph
if self.vectorize_particles and self.num_particles > 1:
self.max_plate_nesting += 1
Mutant 57
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -74,7 +74,7 @@
self.max_plate_nesting = max_plate_nesting
self.num_particles = num_particles
self.vectorize_particles = vectorize_particles
- self.retain_graph = retain_graph
+ self.retain_graph = None
if self.vectorize_particles and self.num_particles > 1:
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
Mutant 58
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -75,7 +75,7 @@
self.num_particles = num_particles
self.vectorize_particles = vectorize_particles
self.retain_graph = retain_graph
- if self.vectorize_particles and self.num_particles > 1:
+ if self.vectorize_particles and self.num_particles >= 1:
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
self.ignore_jit_warnings = ignore_jit_warnings
Mutant 59
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -75,7 +75,7 @@
self.num_particles = num_particles
self.vectorize_particles = vectorize_particles
self.retain_graph = retain_graph
- if self.vectorize_particles and self.num_particles > 1:
+ if self.vectorize_particles and self.num_particles > 2:
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
self.ignore_jit_warnings = ignore_jit_warnings
Mutant 60
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -75,7 +75,7 @@
self.num_particles = num_particles
self.vectorize_particles = vectorize_particles
self.retain_graph = retain_graph
- if self.vectorize_particles and self.num_particles > 1:
+ if self.vectorize_particles or self.num_particles > 1:
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
self.ignore_jit_warnings = ignore_jit_warnings
Mutant 61
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -77,7 +77,7 @@
self.retain_graph = retain_graph
if self.vectorize_particles and self.num_particles > 1:
self.max_plate_nesting += 1
- self.strict_enumeration_warning = strict_enumeration_warning
+ self.strict_enumeration_warning = None
self.ignore_jit_warnings = ignore_jit_warnings
self.jit_options = jit_options
self.tail_adaptive_beta = tail_adaptive_beta
Mutant 62
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -78,7 +78,7 @@
if self.vectorize_particles and self.num_particles > 1:
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
- self.ignore_jit_warnings = ignore_jit_warnings
+ self.ignore_jit_warnings = None
self.jit_options = jit_options
self.tail_adaptive_beta = tail_adaptive_beta
Mutant 63
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -79,7 +79,7 @@
self.max_plate_nesting += 1
self.strict_enumeration_warning = strict_enumeration_warning
self.ignore_jit_warnings = ignore_jit_warnings
- self.jit_options = jit_options
+ self.jit_options = None
self.tail_adaptive_beta = tail_adaptive_beta
def _guess_max_plate_nesting(self, model, guide, args, kwargs):
Mutant 64
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -80,7 +80,7 @@
self.strict_enumeration_warning = strict_enumeration_warning
self.ignore_jit_warnings = ignore_jit_warnings
self.jit_options = jit_options
- self.tail_adaptive_beta = tail_adaptive_beta
+ self.tail_adaptive_beta = None
def _guess_max_plate_nesting(self, model, guide, args, kwargs):
"""
Mutant 65
--- pyro/infer/elbo.py
+++ pyro/infer/elbo.py
@@ -148,7 +148,6 @@
self._vectorized_num_particles(guide),
args, kwargs)
- @abstractmethod
def _get_trace(self, model, guide, args, kwargs):
"""
Returns a single trace from the guide, and the model that is run