model_params_tensorflow.json

{
  "tensorflow": {
    "helloworld_keras": {
      "model_src_dir": "",
      "dataset_location": "",
      "input_model": "",
      "yaml": "",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "resnet50v1.0": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-trained-models/resnet50/fp32/freezed_resnet50.pb",
      "yaml": "resnet50_v1.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnet50v1.5": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-trained-models/resnet50v1_5/fp32/resnet50_v1.pb",
      "yaml": "resnet50_v1_5.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnet101": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-trained-models/resnet101/fp32/optimized_graph.pb",
      "yaml": "resnet101.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnet101_keras": {
      "model_src_dir": "image_recognition/keras_models/resnet101/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/resnet101_keras/saved_model/",
      "yaml": "resnet101.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "resnet_v1_50_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v1_50.ckpt",
      "yaml": "resnet_v1_50.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnet_v1_101_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v1_101.ckpt",
      "yaml": "../resnet101.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnet_v1_152_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v1_152.ckpt",
      "yaml": "resnet_v1_152.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v1": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_inception_v1.pb",
      "yaml": "inception_v1.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v1_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/inception_v1.ckpt",
      "yaml": "../inception_v1.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v2": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_inception_v2.pb",
      "yaml": "inception_v2.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v2_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/inception_v2.ckpt",
      "yaml": "../inception_v2.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v3": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-trained-models/inceptionv3/fp32/freezed_inceptionv3.pb",
      "yaml": "inception_v3.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v3_keras": {
      "model_src_dir": "image_recognition/keras_models/inception_v3/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/inception_v3_keras/saved_model/",
      "yaml": "inception_v3.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "inception_v3_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/inception_v3.ckpt",
      "yaml": "inception_v3.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v4": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_inception_v4.pb",
      "yaml": "inception_v4.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_v4_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/inception_v4.ckpt",
      "yaml": "../inception_v4.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_resnet_v2": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_inception_resnet_v2.pb",
      "yaml": "inception_resnet_v2.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "inception_resnet_v2_keras": {
      "model_src_dir": "image_recognition/keras_models/inception_resnet_v2/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/inception_resnet_v2_keras/saved_model/",
      "yaml": "inception_resnet_v2.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "vgg16": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_vgg16.pb",
      "yaml": "vgg16.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg16_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/vgg_16.ckpt",
      "yaml": "../vgg16.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg16_keras": {
      "model_src_dir": "image_recognition/keras_models/vgg16/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/vgg16_keras/vgg16",
      "yaml": "vgg16.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg16_keras_h5": {
      "model_src_dir": "image_recognition/keras_models/vgg16/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/vgg16_keras/vgg16.h5",
      "yaml": "vgg16.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg19": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_vgg19.pb",
      "yaml": "vgg19.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg19_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/vgg_19.ckpt",
      "yaml": "../vgg19.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg19_keras": {
      "model_src_dir": "image_recognition/keras_models/vgg19/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/vgg19_keras/vgg19",
      "yaml": "vgg19.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "vgg19_keras_h5": {
      "model_src_dir": "image_recognition/keras_models/vgg19/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/vgg19_keras/vgg19.h5",
      "yaml": "vgg19.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "densenet121": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/densenet/densenet-121.pb",
      "yaml": "densenet121.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "densenet161": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/densenet/densenet-161.pb",
      "yaml": "densenet161.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "densenet169": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/densenet/densenet-169.pb",
      "yaml": "densenet169.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_50": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_resnet_v2_50.pb",
      "yaml": "resnet_v2_50.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_50_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v2_50.ckpt",
      "yaml": "../resnet_v2_50.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_50_keras": {
      "model_src_dir": "image_recognition/keras_models/resnetv2_50/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/resnetv2_50_keras/saved_model",
      "yaml": "resnetv2_50.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "resnetv2_101": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_resnet_v2_101.pb",
      "yaml": "resnet_v2_101.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_101_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v2_101.ckpt",
      "yaml": "../resnet_v2_101.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_101_keras": {
      "model_src_dir": "image_recognition/keras_models/resnetv2_101/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/resnetv2_101_keras/saved_model",
      "yaml": "resnetv2_101.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "resnetv2_152": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_resnet_v2_152.pb",
      "yaml": "resnet_v2_152.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "resnetv2_152_slim": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq/slim",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/slim/resnet_v2_152.ckpt",
      "yaml": "../resnet_v2_152.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "mobilenetv1": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_mobilenet_v1.pb",
      "yaml": "mobilenet_v1.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "mobilenetv2": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_mobilenet_v2.pb",
      "yaml": "mobilenet_v2.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "mobilenetv2_keras": {
      "model_src_dir": "image_recognition/keras_models/mobilenet_v2/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset2/models/tensorflow/mobilenet_v2_keras/saved_model/",
      "yaml": "mobilenet_v2.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "mobilenetv3": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/mobilenet/mobilenet_v3.pb",
      "yaml": "mobilenet_v3.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "mobilenetv1_saved": {
      "model_src_dir": "image_recognition/SavedModel/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/saved_model/mobilenet_v1",
      "yaml": "mobilenet_v1.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "mobilenetv2_saved": {
      "model_src_dir": "image_recognition/SavedModel/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/tensorflow/saved_model/mobilenet_v2",
      "yaml": "mobilenet_v2.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "nasnet_mobile": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/dataset/imagenet",
      "input_model": "/tf_dataset/pre-train-model-slim/pbfile/frozen_pb/frozen_nasnet_mobile.pb",
      "yaml": "nasnet_mobile.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "efficientnet_b0": {
      "model_src_dir": "image_recognition/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/pytorch/ImageNet/raw_images",
      "input_model": "/tf_dataset/pre-trained-models/efficientnet-b0",
      "yaml": "efficientnet-b0.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "efficientnet_v2_b0": {
      "model_src_dir": "image_recognition/SavedModel/quantization/ptq",
      "dataset_location": "/tf_dataset2/datasets/imagenet/ImagenetRaw/ILSVRC2012_img_val",
      "input_model": "/tf_dataset/tensorflow/saved_model/efficientnet_v2",
      "yaml": "efficientnet_v2_b0.yaml",
      "strategy": "basic",
      "batch_size": 100,
      "new_benchmark": true
    },
    "ssd_resnet50_v1": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/ssd_resnet50_v1/frozen_inference_graph.pb",
      "yaml": "ssd_resnet50_v1.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "ssd_resnet50_v1_ckpt": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/ssd_resnet50_v1",
      "yaml": "ssd_resnet50_v1.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "ssd_mobilenet_v1": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/ssd_mobilenet_v1/frozen_inference_graph.pb",
      "yaml": "ssd_mobilenet_v1.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "ssd_mobilenet_v1_ckpt": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/ssd_mobilenet_v1",
      "yaml": "ssd_mobilenet_v1.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "faster_rcnn_inception_resnet_v2": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/mini-coco-500.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/faster_rcnn_inception_resnet_v2/frozen_inference_graph.pb",
      "yaml": "faster_rcnn_inception_resnet_v2.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "faster_rcnn_inception_resnet_v2_saved": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/mini-coco-500.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/faster_rcnn_inception_resnet_v2/saved_model",
      "yaml": "faster_rcnn_inception_resnet_v2.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "faster_rcnn_resnet101": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/faster_rcnn_resnet101/frozen_inference_graph.pb",
      "yaml": "faster_rcnn_resnet101.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "faster_rcnn_resnet50": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/faster_rcnn_resnet50/frozen_inference_graph.pb",
      "yaml": "faster_rcnn_resnet50.yaml",
      "strategy": "basic",
      "batch_size": 1,
      "new_benchmark": true
    },
    "faster_rcnn_resnet101_saved": {
      "model_src_dir": "object_detection/tensorflow_models/quantization/ptq",
      "dataset_location": "/tf_dataset/tensorflow/coco_val.record",
      "input_model": "/tf_dataset/pre-train-model-oob/object_detection/faster_rcnn_resnet101/saved_model",
      "yaml": "faster_rcnn_resnet101.yaml",
      "strategy": "basic",
      "batch_size": 1,
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