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use data_validation context manager

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svlandeg 2020-07-31 16:49:42 +02:00
parent 5fa3235d06
commit cc2f58a1b0
1 changed files with 4 additions and 4 deletions
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8
spacy/cli/debug_model.py
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@ -2,7 +2,7 @@ from typing import Dict, Any, Optional
from pathlib import Path from pathlib import Path
from wasabi import msg from wasabi import msg
from thinc.api import require_gpu, fix_random_seed, set_dropout_rate, Adam, Config from thinc.api import require_gpu, fix_random_seed, set_dropout_rate, Adam, Config
from thinc.api import Model, DATA_VALIDATION from thinc.api import Model, data_validation
import typer import typer
from ._util import Arg, Opt, debug_cli, show_validation_error, parse_config_overrides from ._util import Arg, Opt, debug_cli, show_validation_error, parse_config_overrides
@ -90,9 +90,9 @@ def debug_model(model: Model, *, print_settings: Optional[Dict[str, Any]] = None
# STEP 1: Initializing the model and printing again # STEP 1: Initializing the model and printing again
Y = _get_output(model.ops.xp) Y = _get_output(model.ops.xp)
_set_output_dim(nO=Y.shape[-1], model=model) _set_output_dim(nO=Y.shape[-1], model=model)
DATA_VALIDATION.set(False) # The output vector might differ from the official type of the output layer # The output vector might differ from the official type of the output layer
model.initialize(X=_get_docs(), Y=Y) with data_validation(False):
DATA_VALIDATION.set(True) model.initialize(X=_get_docs(), Y=Y)
if print_settings.get("print_after_init"): if print_settings.get("print_after_init"):
msg.info(f"After initialization:") msg.info(f"After initialization:")
_print_model(model, print_settings) _print_model(model, print_settings)