├── 01_Introduction ├── 1_1-Purpose_of_this_tutorial.md └── 1_2-What_to_explain_and_what_not_to_explain.md ├── 02_Runtime ├── 2_1-Runtime_Options.md ├── 2_2-Model_Deployment_Destination_Device_and_Runtime_Combination.md ├── Dockerfile.onnx ├── Dockerfile.pytorch └── Dockerfile.tensorflow ├── 03_Design ├── 3_1-CPU_GPU_TensorRT_and_other_HW_and_FW_inference-aware_designs.md └── 3_2_1-Preparing_the_environment_for_hands-on.md ├── 04_Conclusion └── 4_1-Conclusion.md ├── LICENSE └── README.md /01_Introduction/1_1-Purpose_of_this_tutorial.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/01_Introduction/1_1-Purpose_of_this_tutorial.md -------------------------------------------------------------------------------- /01_Introduction/1_2-What_to_explain_and_what_not_to_explain.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/01_Introduction/1_2-What_to_explain_and_what_not_to_explain.md -------------------------------------------------------------------------------- /02_Runtime/2_1-Runtime_Options.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/02_Runtime/2_1-Runtime_Options.md -------------------------------------------------------------------------------- /02_Runtime/2_2-Model_Deployment_Destination_Device_and_Runtime_Combination.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/02_Runtime/2_2-Model_Deployment_Destination_Device_and_Runtime_Combination.md -------------------------------------------------------------------------------- /02_Runtime/Dockerfile.onnx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/02_Runtime/Dockerfile.onnx -------------------------------------------------------------------------------- /02_Runtime/Dockerfile.pytorch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/02_Runtime/Dockerfile.pytorch -------------------------------------------------------------------------------- /02_Runtime/Dockerfile.tensorflow: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/02_Runtime/Dockerfile.tensorflow -------------------------------------------------------------------------------- /03_Design/3_1-CPU_GPU_TensorRT_and_other_HW_and_FW_inference-aware_designs.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/03_Design/3_1-CPU_GPU_TensorRT_and_other_HW_and_FW_inference-aware_designs.md -------------------------------------------------------------------------------- /03_Design/3_2_1-Preparing_the_environment_for_hands-on.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/03_Design/3_2_1-Preparing_the_environment_for_hands-on.md -------------------------------------------------------------------------------- /04_Conclusion/4_1-Conclusion.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/04_Conclusion/4_1-Conclusion.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/CyberAgentAILab/model-acceleration-tutorial/HEAD/README.md --------------------------------------------------------------------------------