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inception_v3.json
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inception_v3.json
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{
"model": {
"model_name": "inception_v3",
"model": "out_dir/tf/FP32/inception_v3/inception_v3.xml",
"weights": "out_dir/tf/FP32/inception_v3/inception_v3.bin"
},
"engine": {
"name": "inception_v3",
"launchers": [
{
"framework": "dlsdk",
"device": "cpu",
"adapter": "classification"
}
],
"datasets": [
{
"name": "ImageNet2012_bkgr",
"data_source": "datasets/ImageNet/original",
"annotation": "datasets/ImageNet/accuracy_checker_annotations/2012_1001classes/full/imagenet.pickle",
"dataset_meta": "datasets/ImageNet/accuracy_checker_annotations/2012_1001classes/full/imagenet.json",
"annotation_conversion": {
"converter": "imagenet",
"annotation_file": "datasets/ImageNet/original/ILSVRC2012_val.txt",
"labels_file": "datasets/ImageNet/original/synset_words.txt",
"has_background": true
},
"metrics": [
{
"name": "accuracy @ top1",
"type": "accuracy",
"top_k": 1
},
{
"name": "accuracy @ top5",
"type": "accuracy",
"top_k": 5
}
],
"preprocessing": [
{
"type": "resize",
"size": 320
},
{
"type": "crop",
"size": 299
}
]
}
]
},
"compression": {
"target_device": "CPU",
"algorithms": [
{
"name": "AccuracyAwareQuantization",
"params": {
"preset": "performance",
"stat_subset_size": 300,
"metric_subset_ratio": 0.2,
"max_iter_num": 20,
"maximal_drop": 0.01,
"drop_type": "relative",
"metrics": [
{
"name": "accuracy @ top1",
"baseline_value": 0.7749
},
{
"name": "accuracy @ top5",
"baseline_value": 0.9368
}
]
}
}
]
}
}