Google Colab Notebooks

This repository contains Google Colab Notebooks for simple ML/DL Models experiments. The primary target is Model Inference.

Create Models

These script can be used as reference for creating Operator/Layer level models for unit level testing of Inference Software
- create_onnx_model.ipynb - Export ONNX model using Pytorch
- define_onnx_model.ipynb - Define ONNX model using onnx.helper
- create_tflite_model.ipynb

These scripts can be used as reference for developing inference software for Pretrained DL models.
- infer_caffe.ipynb
- infer_ort.ipynb
- infer_tflite.ipynb

These scripts can be used as reference for saving onnx/tflite models from public domain model hubs.
- save_keras_model.ipynb
- save_timm_model.ipynb
- save_torchvision_model.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 73 Commits
LICENSE		LICENSE
README.md		README.md
colab_terminal.ipynb		colab_terminal.ipynb
create_onnx_model.ipynb		create_onnx_model.ipynb
create_tflite_model.ipynb		create_tflite_model.ipynb
define_onnx_model.ipynb		define_onnx_model.ipynb
infer_caffe.ipynb		infer_caffe.ipynb
infer_ort.ipynb		infer_ort.ipynb
infer_tflite.ipynb		infer_tflite.ipynb
onnx_mac_count.ipynb		onnx_mac_count.ipynb
onnx_utils.ipynb		onnx_utils.ipynb
save_huggingface_deform_detr_model.ipynb		save_huggingface_deform_detr_model.ipynb
save_huggingface_model.ipynb		save_huggingface_model.ipynb
save_keras_model.ipynb		save_keras_model.ipynb
save_timm_model.ipynb		save_timm_model.ipynb
save_torchvision_model.ipynb		save_torchvision_model.ipynb
scatter-plot-example.ipynb		scatter-plot-example.ipynb
streamPETR_test.ipynb		streamPETR_test.ipynb
ti_edgeai_tidl_tools.ipynb		ti_edgeai_tidl_tools.ipynb
ti_edgeai_tidl_tools_9.0.ipynb		ti_edgeai_tidl_tools_9.0.ipynb
ti_edgeai_tidl_tools_9.0_am62a.ipynb		ti_edgeai_tidl_tools_9.0_am62a.ipynb
ti_edgeai_tidl_tools_9.0_am68a.ipynb		ti_edgeai_tidl_tools_9.0_am68a.ipynb
ti_edgeai_tidl_tools_9.0_am69a.ipynb		ti_edgeai_tidl_tools_9.0_am69a.ipynb
ti_edgeai_tidl_tools_tflite.ipynb		ti_edgeai_tidl_tools_tflite.ipynb
tidlrt_tensor_debug.ipynb		tidlrt_tensor_debug.ipynb
tidlrt_tools_9.0.ipynb		tidlrt_tools_9.0.ipynb