DouZero
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Douzero_Resnet
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优化资源占用

This commit is contained in:
zhiyang7 2021-12-29 16:56:42 +08:00
parent 8ac4684607
commit b2dd98cc30
1 changed files with 16 additions and 15 deletions
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31
douzero/evaluation/deep_agent.py
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@ -8,6 +8,9 @@ from douzero.env.env import get_obs
def _load_model(position, model_path, model_type, use_legacy, use_lite, use_onnx=False):
from douzero.dmc.models import model_dict_new, model_dict_new_lite, model_dict, model_dict_legacy, model_dict_lite
model_path = model_path + '.onnx'
if use_onnx and os.path.exists(model_path):
return None
model = None
if model_type == "general":
if use_lite:
@ -29,21 +32,19 @@ def _load_model(position, model_path, model_type, use_legacy, use_lite, use_onnx
model.load_state_dict(model_state_dict)
# torch.save(model.state_dict(), model_path.replace(".ckpt", "_nobn.ckpt"))
model.eval()
model_path = model_path + '.onnx'
if use_onnx:
if not os.path.exists(model_path):
onnx_params = model.get_onnx_params(torch.device('cpu'))
torch.onnx.export(
model,
onnx_params['args'],
model_path,
export_params=True,
opset_version=10,
do_constant_folding=True,
input_names=onnx_params['input_names'],
output_names=onnx_params['output_names'],
dynamic_axes=onnx_params['dynamic_axes']
)
if use_onnx and not os.path.exists(model_path):
onnx_params = model.get_onnx_params(torch.device('cpu'))
torch.onnx.export(
model,
onnx_params['args'],
model_path,
export_params=True,
opset_version=10,
do_constant_folding=True,
input_names=onnx_params['input_names'],
output_names=onnx_params['output_names'],
dynamic_axes=onnx_params['dynamic_axes']
)
return None
return model