├── CPU ├── img_clf │ ├── README.md │ ├── inference.py │ ├── inference_all.sh │ ├── save_all.sh │ ├── save_model.py │ └── test_inference_profile.py ├── nlp │ ├── README.md │ └── bert_inference.py └── object_detection │ ├── README.md │ ├── data │ ├── Argoverse.yaml │ ├── GlobalWheat2020.yaml │ ├── Objects365.yaml │ ├── SKU-110K.yaml │ ├── VOC.yaml │ ├── VisDrone.yaml │ ├── coco.yaml │ ├── coco128.yaml │ ├── hyps │ │ ├── hyp.Objects365.yaml │ │ ├── hyp.VOC.yaml │ │ ├── hyp.scratch-high.yaml │ │ ├── hyp.scratch-low.yaml │ │ └── hyp.scratch-med.yaml │ ├── images │ │ ├── bus.jpg │ │ └── zidane.jpg │ ├── scripts │ │ ├── download_weights.sh │ │ ├── get_coco.sh │ │ └── get_coco128.sh │ └── xView.yaml │ ├── export.py │ ├── inference_all.sh │ ├── models │ ├── __init__.py │ ├── common.py │ ├── experimental.py │ ├── hub │ │ ├── anchors.yaml │ │ ├── yolov3-spp.yaml │ │ ├── yolov3-tiny.yaml │ │ ├── yolov3.yaml │ │ ├── yolov5-bifpn.yaml │ │ ├── yolov5-fpn.yaml │ │ ├── yolov5-p2.yaml │ │ ├── yolov5-p34.yaml │ │ ├── yolov5-p6.yaml │ │ ├── yolov5-p7.yaml │ │ ├── yolov5-panet.yaml │ │ ├── yolov5l6.yaml │ │ ├── yolov5m6.yaml │ │ ├── yolov5n6.yaml │ │ ├── yolov5s-ghost.yaml │ │ ├── yolov5s-transformer.yaml │ │ ├── yolov5s6.yaml │ │ └── yolov5x6.yaml │ ├── tf.py │ ├── yolo.py │ ├── yolov5l.yaml │ ├── yolov5m.yaml │ ├── yolov5n.yaml │ ├── yolov5s.yaml │ └── yolov5x.yaml │ ├── utils │ ├── __init__.py │ ├── activations.py │ ├── augmentations.py │ ├── autoanchor.py │ ├── autobatch.py │ ├── aws │ │ ├── __init__.py │ │ ├── mime.sh │ │ ├── resume.py │ │ └── userdata.sh │ ├── benchmarks.py │ ├── callbacks.py │ ├── dataloaders.py │ ├── docker │ │ ├── Dockerfile │ │ ├── Dockerfile-arm64 │ │ └── Dockerfile-cpu │ ├── downloads.py │ ├── flask_rest_api │ │ ├── README.md │ │ ├── example_request.py │ │ └── restapi.py │ ├── general.py │ ├── google_app_engine │ │ ├── Dockerfile │ │ ├── additional_requirements.txt │ │ └── app.yaml │ ├── loggers │ │ ├── __init__.py │ │ └── wandb │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── log_dataset.py │ │ │ ├── sweep.py │ │ │ ├── sweep.yaml │ │ │ └── wandb_utils.py │ ├── loss.py │ ├── metrics.py │ ├── plots.py │ └── torch_utils.py │ └── val.py ├── EIA ├── img_clf │ ├── amazonei_setup.py │ ├── inference.py │ ├── save_model.py │ └── test_inference_profile.py └── nlp │ └── lstm_inference.py ├── GPU ├── img_clf │ ├── TensorRT │ │ ├── build_trt.py │ │ ├── build_trt_all.sh │ │ ├── trt_inference.py │ │ └── trt_inference_all.sh │ ├── inference.py │ ├── inference_all.sh │ ├── save_all.sh │ └── save_model.py ├── nlp │ ├── TensorRT │ │ ├── TFTRT_compile.py │ │ ├── TFTRT_inference.py │ │ ├── build_trt.py │ │ ├── inference_trt.py │ │ └── tf2onnx.py │ ├── bert_inf.py │ ├── distilbert_inf.py │ ├── lstm_inf.py │ └── rnn_inf.py └── object_detection │ ├── TF-TRT │ ├── TFTRT_build.py │ └── TFTRT_inference.py │ ├── data │ ├── Argoverse.yaml │ ├── GlobalWheat2020.yaml │ ├── Objects365.yaml │ ├── SKU-110K.yaml │ ├── VOC.yaml │ ├── VisDrone.yaml │ ├── coco.yaml │ ├── coco128.yaml │ ├── hyps │ │ ├── hyp.Objects365.yaml │ │ ├── hyp.VOC.yaml │ │ ├── hyp.scratch-high.yaml │ │ ├── hyp.scratch-low.yaml │ │ └── hyp.scratch-med.yaml │ ├── images │ │ ├── bus.jpg │ │ └── zidane.jpg │ ├── scripts │ │ ├── download_weights.sh │ │ ├── get_coco.sh │ │ └── get_coco128.sh │ └── xView.yaml │ ├── export.py │ ├── models │ ├── __init__.py │ ├── common.py │ ├── experimental.py │ ├── hub │ │ ├── anchors.yaml │ │ ├── yolov3-spp.yaml │ │ ├── yolov3-tiny.yaml │ │ ├── yolov3.yaml │ │ ├── yolov5-bifpn.yaml │ │ ├── yolov5-fpn.yaml │ │ ├── yolov5-p2.yaml │ │ ├── yolov5-p34.yaml │ │ ├── yolov5-p6.yaml │ │ ├── yolov5-p7.yaml │ │ ├── yolov5-panet.yaml │ │ ├── yolov5l6.yaml │ │ ├── yolov5m6.yaml │ │ ├── yolov5n6.yaml │ │ ├── yolov5s-ghost.yaml │ │ ├── yolov5s-transformer.yaml │ │ ├── yolov5s6.yaml │ │ └── yolov5x6.yaml │ ├── tf.py │ ├── yolo.py │ ├── yolov5l.yaml │ ├── yolov5m.yaml │ ├── yolov5n.yaml │ ├── yolov5s.yaml │ └── yolov5x.yaml │ ├── utils │ ├── __init__.py │ ├── activations.py │ ├── augmentations.py │ ├── autoanchor.py │ ├── autobatch.py │ ├── aws │ │ ├── __init__.py │ │ ├── mime.sh │ │ ├── resume.py │ │ └── userdata.sh │ ├── benchmarks.py │ ├── callbacks.py │ ├── dataloaders.py │ ├── docker │ │ ├── Dockerfile │ │ ├── Dockerfile-arm64 │ │ └── Dockerfile-cpu │ ├── downloads.py │ ├── flask_rest_api │ │ ├── README.md │ │ ├── example_request.py │ │ └── restapi.py │ ├── general.py │ ├── google_app_engine │ │ ├── Dockerfile │ │ ├── additional_requirements.txt │ │ └── app.yaml │ ├── loggers │ │ ├── __init__.py │ │ └── wandb │ │ │ ├── README.md │ │ │ ├── __init__.py │ │ │ ├── log_dataset.py │ │ │ ├── sweep.py │ │ │ ├── sweep.yaml │ │ │ └── wandb_utils.py │ ├── loss.py │ ├── metrics.py │ ├── plots.py │ └── torch_utils.py │ └── val.py ├── Inferentia ├── .ipynb_checkpoints │ ├── Untitled-checkpoint.ipynb │ ├── inf-neuron-inference-checkpoint.ipynb │ ├── inf-neuron-resnet50-checkpoint.ipynb │ ├── inf-neuron-vgg16-checkpoint.ipynb │ ├── inf-neuron-vgg19-checkpoint.ipynb │ └── inf-neuron-vgg19-compile-checkpoint.ipynb ├── Dockerfile ├── image_classification │ ├── .ipynb_checkpoints │ │ └── inf-neuron-inference-checkpoint.ipynb │ ├── compile.py │ ├── compile_specify.py │ ├── compile_tf1.py │ ├── fp32-to-convert-fp16.ipynb │ ├── inf-neuron-inference-tf2.ipynb │ ├── inf-neuron-inference.ipynb │ ├── inference-layer.ipynb │ ├── inference.py │ ├── jupyter_execute.sh │ ├── neuron_monitor │ │ ├── monitor.conf │ │ └── neuron_monitor.sh │ ├── test_inference_profile.py │ ├── tf_1.5.0_compile.ipynb │ ├── tf_2.5.0_compile-conv.ipynb │ ├── tf_2.5.0_compile.ipynb │ └── tf_neuron_check_model.py ├── nlp │ ├── bert-compile.py │ ├── bert-tutorial.ipynb │ ├── compile.py │ ├── inference.py │ └── test.py └── object_detection │ ├── README.md │ ├── yolo_v3-compile.ipynb │ ├── yolo_v3-inference.ipynb │ ├── yolo_v3.ipynb │ ├── yolo_v3_coco_saved_model.py │ ├── yolo_v5-compile.ipynb │ ├── yolo_v5-compile.py │ ├── yolo_v5-inference.ipynb │ └── 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