nncf
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Unexpected NNCF logs
What is the reason for logging the message - "Please, provide execution parameters for optimal model initialization"? When I run the code below I see this message. It could confuse the users.
nncf_config_dict = {
"input_info": {
"sample_size": [1, 3, *IMAGE_SIZE]
},
"log_dir": str(OUTPUT_DIR),
"compression": {
"algorithm": "quantization",
"initializer": {
"range": {
"num_init_samples": 15000
},
"batchnorm_adaptation": {
"num_bn_adaptation_samples": 4000
}
}
}
}
nncf_config = NNCFConfig.from_dict(nncf_config_dict)
nncf_config = register_default_init_args(nncf_config, train_loader)
Output:
INFO:nncf:Please, provide execution parameters for optimal model initialization