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44 lines
2.0 KiB
C++
44 lines
2.0 KiB
C++
/**
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* @Description :
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* @Author : Azure-Tang
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* @Date : 2024-07-25 13:38:30
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* @Version : 1.0.0
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* @LastEditors : kkk1nak0
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* @LastEditTime : 2024-08-12 03:05:04
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* @Copyright (c) 2024 by KVCache.AI, All Rights Reserved.
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**/
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#include "gptq_marlin/ops.h"
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// Python bindings
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#include <pybind11/pybind11.h>
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#include <pybind11/stl.h>
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#include <torch/extension.h>
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#include <torch/library.h>
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#include <torch/torch.h>
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// namespace py = pybind11;
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PYBIND11_MODULE(vLLMMarlin, m) {
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/*m.def("dequantize_q8_0", &dequantize_q8_0, "Function to dequantize q8_0
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_q6_k", &dequantize_q6_k, "Function to dequantize q6_k
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_q5_k", &dequantize_q5_k, "Function to dequantize q5_k
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_q4_k", &dequantize_q4_k, "Function to dequantize q4_k
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_q3_k", &dequantize_q3_k, "Function to dequantize q3_k
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_q2_k", &dequantize_q2_k, "Function to dequantize q2_k
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data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));
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m.def("dequantize_iq4_xs", &dequantize_iq4_xs, "Function to dequantize
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iq4_xs data.", py::arg("data"), py::arg("blk_size"), py::arg("device"));*/
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m.def("gptq_marlin_gemm", &gptq_marlin_gemm,
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"Function to perform GEMM using Marlin quantization.", py::arg("a"),
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py::arg("b_q_weight"), py::arg("b_scales"), py::arg("g_idx"),
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py::arg("perm"), py::arg("workspace"), py::arg("num_bits"), py::arg("size_m_tensor"),
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py::arg("size_m"), py::arg("size_n"), py::arg("size_k"),
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py::arg("sms"), py::arg("is_k_full"));
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m.def("gptq_marlin_repack", &gptq_marlin_repack,
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"gptq_marlin repack from GPTQ");
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} |