├── AFM ├── afm.py ├── input_fn.py ├── metric.py ├── run.sh ├── train.py └── utils.py ├── DeepCross ├── dcn.py ├── input_fn.py ├── metric.py ├── run.sh └── train.py ├── DeepFM ├── deepfm.py ├── input_fn.py ├── metric.py ├── run.sh └── train.py ├── Din ├── din.py ├── din_feature_column.py ├── input_fn.py ├── metric.py ├── run.sh ├── train.py └── utils.py ├── ESMM ├── esmm.py ├── input_fn.py ├── metric.py ├── run.sh └── train.py ├── Fibinet ├── fibinet.py ├── input_fn.py ├── metric.py ├── run.sh ├── train.py └── utils.py ├── README.md ├── ResNet ├── input_fn.py ├── metric.py ├── resnet.py ├── run.sh ├── train.py └── utils.py ├── Transformer ├── input_fn.py ├── metric.py ├── run.sh ├── train.py ├── transformer.py └── utils.py ├── XDeepFM ├── input_fn.py ├── metric.py ├── run.sh ├── train.py ├── utils.py └── xdeepfm.py └── official ├── .DS_Store ├── __init__.py ├── datasets ├── __init__.py └── movielens.py ├── utils ├── .DS_Store ├── __init__.py ├── accelerator │ ├── __init__.py │ ├── tpu.py │ └── tpu_test.py ├── data │ ├── __init__.py │ ├── file_io.py │ └── file_io_test.py ├── export │ ├── __init__.py │ ├── export.py │ └── export_test.py ├── flags │ ├── README.md │ ├── __init__.py │ ├── _base.py │ ├── _benchmark.py │ ├── _conventions.py │ ├── _device.py │ ├── _misc.py │ ├── _performance.py │ ├── core.py │ ├── flags_test.py │ └── guidelines.md ├── logs │ ├── __init__.py │ ├── cloud_lib.py │ ├── cloud_lib_test.py │ ├── guidelines.md │ ├── hooks.py │ ├── hooks_helper.py │ ├── hooks_helper_test.py │ ├── hooks_test.py │ ├── logger.py │ ├── logger_test.py │ ├── metric_hook.py │ ├── metric_hook_test.py │ └── mlperf_helper.py ├── misc │ ├── __init__.py │ ├── distribution_utils.py │ ├── distribution_utils_test.py │ ├── model_helpers.py │ └── model_helpers_test.py └── testing │ ├── .DS_Store │ ├── __init__.py │ ├── integration.py │ ├── mock_lib.py │ ├── pylint.rcfile │ ├── reference_data.py │ ├── reference_data │ ├── .DS_Store │ ├── reference_data_test │ │ ├── .DS_Store │ │ ├── dense │ │ │ ├── expected_graph │ │ │ ├── model.ckpt.data-00000-of-00001 │ │ │ ├── model.ckpt.index │ │ │ ├── results.json │ │ │ └── tf_version.json │ │ └── uniform_random │ │ │ ├── expected_graph │ │ │ ├── model.ckpt.data-00000-of-00001 │ │ │ ├── model.ckpt.index │ │ │ ├── results.json │ │ │ └── tf_version.json │ └── resnet │ │ ├── .DS_Store │ │ ├── batch-size-32_bottleneck_projection_version-1_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_bottleneck_projection_version-2_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_bottleneck_version-1_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_bottleneck_version-2_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_building_projection_version-1_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_building_projection_version-2_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_building_version-1_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ ├── batch-size-32_building_version-2_width-8_channels-4 │ │ ├── expected_graph │ │ ├── model.ckpt.data-00000-of-00001 │ │ ├── model.ckpt.index │ │ ├── results.json │ │ └── tf_version.json │ │ └── batch_norm │ │ 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