Path Lines of Code CONTRIBUTING.md 38 CONTRIBUTING_zh-CN.md 38 README.md 52 README_zh-CN.md 49 contrib/tflite2tf/README.md 28 examples/__init__.py 1 examples/converter/README.md 35 examples/converter/README_zh-CN.md 36 examples/converter/convert.py 19 examples/converter/convert_and_compare.py 88 examples/converter/convert_from_json.py 35 examples/converter/dynamic.py 51 examples/converter/dynamic_with_selection.py 127 examples/converter/onnx_export.py 15 examples/converter/onnx_trt_compare.py 54 examples/mixed_qat/mobilenet_mixed_qat.py 195 examples/mixed_qat/qat.py 53 examples/models/__init__.py 1 examples/models/cifar10/__init__.py 1 examples/models/cifar10/mobilenet.py 239 examples/pruner/admm/README.md 36 examples/pruner/admm/README_zh-CN.md 36 examples/pruner/admm/admm_prune.py 68 examples/pruner/identity/README.md 17 examples/pruner/identity/README_zh-CN.md 17 examples/pruner/identity/identity_prune.py 48 examples/pruner/netadapt/README.md 45 examples/pruner/netadapt/README_zh-CN.md 72 examples/pruner/netadapt/netadapt_prune.py 58 examples/pruner/oneshot/README.md 28 examples/pruner/oneshot/README_zh-CN.md 28 examples/pruner/oneshot/oneshot_prune.py 58 examples/pruner/oneshot/specific/huggingface_transformer.py 46 examples/pruner/oneshot/specific/huggingface_vision_transformer.py 88 examples/quantization/README.md 24 examples/quantization/README_zh-CN.md 25 examples/quantization/bf16.py 49 examples/quantization/dynamic.py 49 examples/quantization/layerwise_ptq_analysis.py 78 examples/quantization/onnx_qat.py 50 examples/quantization/post.py 49 examples/quantization/post_error_anaylsis.py 58 examples/quantization/ptq_with_dynamic_q_lstm.py 59 examples/quantization/qat.py 57 examples/quantization/selective_q.py 58 examples/quantization/specific/mobileone/mobileone_origin.py 297 examples/quantization/specific/mobileone/post.py 79 examples/quantization/specific/mobileone/qat.py 86 examples/quantization/specific/util/imagenet_util.py 146 examples/quantization/specific/vit/readme.md 40 examples/quantization/specific/vit/vit_post.py 127 examples/quantization/trt_qat.py 58 examples/quick_start_for_beginner.py 71 examples/quick_start_for_expert.py 92 examples/tracer/README.md 23 examples/tracer/README_zh-CN.md 23 examples/tracer/tracer_example.py 11 requirements.txt 5 tinynn/converter/README.md 42 tinynn/converter/README_zh-CN.md 43 tinynn/graph/README.md 43 tinynn/graph/README_zh-CN.md 43 tinynn/graph/quantization/algorithm/algorithm.md 45 tinynn/graph/quantization/algorithm/algorithm_zh-CN.md 41 tinynn/llm_quant/README.md 21 tinynn/llm_quant/examples/chatglm.py 49 tinynn/llm_quant/examples/llama.py 28 tinynn/prune/README.md 51 tinynn/prune/README_zh-CN.md 51 tutorials/model_conversion/README.md 11 tutorials/pruning/README.md 9 tutorials/quantization/README.md 9