diff --git a/master/doctrees/environment.pickle b/master/doctrees/environment.pickle index 6ea46e3f..e568fc40 100644 Binary files a/master/doctrees/environment.pickle and b/master/doctrees/environment.pickle differ diff --git a/master/doctrees/functionlib/dsplib/dsplib_index.doctree b/master/doctrees/functionlib/dsplib/dsplib_index.doctree index 948b59e4..2387bf21 100644 Binary files a/master/doctrees/functionlib/dsplib/dsplib_index.doctree and b/master/doctrees/functionlib/dsplib/dsplib_index.doctree differ diff --git a/master/doctrees/functionlib/dsplib/matmul_fusion.doctree b/master/doctrees/functionlib/dsplib/matmul_fusion.doctree new file mode 100644 index 00000000..5c7619ee Binary files /dev/null and b/master/doctrees/functionlib/dsplib/matmul_fusion.doctree differ diff --git a/master/doctrees/functionlib/dsplib/matmulfusion.doctree b/master/doctrees/functionlib/dsplib/matmulfusion.doctree deleted file mode 100644 index 1b20a8f0..00000000 Binary files a/master/doctrees/functionlib/dsplib/matmulfusion.doctree and /dev/null differ diff --git a/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt b/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt index 5e428c5f..af9b9717 100644 --- a/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt +++ b/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt @@ -116,7 +116,7 @@ DSP Library C API Reference lstmgrad lstmgraddata lstmgradweight - matmulfusion + matmul_fusion maximum maximumgrad maxpoolfusion diff --git a/master/html/_sources/functionlib/dsplib/matmulfusion.rst.txt b/master/html/_sources/functionlib/dsplib/matmul_fusion.rst.txt similarity index 62% rename from master/html/_sources/functionlib/dsplib/matmulfusion.rst.txt rename to master/html/_sources/functionlib/dsplib/matmul_fusion.rst.txt index da3920c3..4051dcc8 100644 --- a/master/html/_sources/functionlib/dsplib/matmulfusion.rst.txt +++ b/master/html/_sources/functionlib/dsplib/matmul_fusion.rst.txt @@ -17,17 +17,15 @@ MatMulFusion 输入： - **A** - 输入矩阵 A（行优先，连续存储）。大小 M×K。 - **B** - 输入矩阵 B（行优先，连续存储）。大小 K×N。 - - **bias** - 偏置矩阵（可为 NULL，大小 M×N）。\ - - **params** - 参数打包成数组： - - **M** - 维度参数。 - - **N** - 维度参数。 - - **K** - 维度参数。 - - **activation_type** - 激活类型，取值 {0,1,2}。 - - **A_transpose** - A矩阵是否转置，取值 {0,1}。 - - **B_transpose** - B矩阵是否转置，取值 {0,1}。 - - **t_A** - A矩阵转置后结果。 - - **t_B** - B矩阵转置后结果。 - - **bias_broadcast** - 偏置是否广播，取值 {0,1}。 + - **bias** - 偏置矩阵（可为 NULL）。当 ``bias_broadcast=1`` 时大小为 N，否则为 M×N。 + - **params** - 参数打包成数组（共7个元素）： + - **params[0] (M)** - 维度参数。 + - **params[1] (N)** - 维度参数。 + - **params[2] (K)** - 维度参数。 + - **params[3] (activation_type)** - 激活类型，取值 {0,1,2}。 + - **params[4] (A_transpose)** - A矩阵是否转置，取值 {0,1}。 + - **params[5] (B_transpose)** - B矩阵是否转置，取值 {0,1}。 + - **params[6] (bias_broadcast)** - 偏置是否广播，取值 {0,1}。 - **core_mask（可选）** - 核掩码（仅适用于共享存储版本）。 输出： @@ -38,37 +36,41 @@ MatMulFusion ``MT7004`` .. note:: - - 复数类型的激活逐分量应用于实部与虚部。 - - 请确保输入按行优先连续布局，且不发生类型范围溢出；int16/int32 计算未做饱和裁剪。 - - 共享存储版本要求地址位于 GSM/DDR/SMC 等共享可见空间。 + - FT78NE 支持int8, int16, int32, fp32, fp64, cplx64, cplx128 + - MT7004 支持fp16, fp32, int16, int32, cplx64 + - 复数类型的激活逐分量应用于实部与虚部 + - 请确保输入按行优先连续布局，且不发生类型范围溢出；int8/int16/int32 计算未做饱和裁剪 + - 转置操作通过参数控制，无需预先转置矩阵 **共享存储版本：** +.. c:function:: void i8_matmul_fusion_s(int8_t *A, int8_t *B, int8_t *C, int8_t *bias, long long *params, int core_mask) .. c:function:: void i16_matmul_fusion_s(int16_t *A, int16_t *B, int16_t *C, int16_t *bias, long long *params, int core_mask) -.. c:function:: void i32_matmul_fusion_s(int32_t *A, int32_t *B, int32_t *C, int32_t *bias, long long *params, int core_mask) +.. c:function:: void i32_matmul_fusion_s(int *A, int *B, int *C, int *bias, long long *params, int core_mask) +.. c:function:: void hp_matmul_fusion_s(half *A, half *B, half *C, half *bias, long long *params, int core_mask) .. c:function:: void fp_matmul_fusion_s(float *A, float *B, float *C, float *bias, long long *params, int core_mask) .. c:function:: void dp_matmul_fusion_s(double *A, double *B, double *C, double *bias, long long *params, int core_mask) -.. c:function:: void c64_matmul_fusion_s(float complex *A, float complex *B, float complex *C, float complex *bias, long long *params, int core_mask) -.. c:function:: void c128_matmul_fusion_s(double complex *A, double complex *B, double complex *C, double complex *bias, long long *params, int core_mask) +.. c:function:: void c64_matmul_fusion_s(float *A, float *B, float *C, float *bias, long long *params, int core_mask) +.. c:function:: void c128_matmul_fusion_s(double *A, double *B, double *C, double *bias, long long *params, int core_mask) **C调用示例：** .. code-block:: c :linenos: - :emphasize-lines: 12 + :emphasize-lines: 46 #include #include - + int main(int argc, char* argv[]) { float* A_ref = (float*)0x90000000; float* B_ref = (float*)0x91000000; float* C_ref = (float*)0x92000000; float* bias_ref = (float*)0x93000000; - + float* C_multi = (float*)0x95000000; int core_mask = 0b1111; // 使用4核 - + int M = 64; int N = 64; int K = 64; @@ -76,65 +78,64 @@ MatMulFusion bool bias_broadcast = true; bool A_transpose = false; bool B_transpose = true; - float *t_A = (float*)0x96000000; - float *t_B = (float*)0x97000000; - + // Initialize test data (core 0 only) if (coreid == 0) { - + // Initialize A, B, bias with small values - for (i = 0; i < M * K; ++i) { + for (int i = 0; i < M * K; ++i) { A_ref[i] = (float)(i % 10) * 0.1f; } - for (i = 0; i < K * N; ++i) { + for (int i = 0; i < K * N; ++i) { B_ref[i] = (float)(i % 10) * 0.1f; } - for (i = 0; i < M * N; ++i) { + for (int i = 0; i < M * N; ++i) { C_ref[i] = 0.0f; C_multi[i] = 0.0f; bias_ref[i] = (float)(i % 5) * 0.01f; } } - long long params[10]; + long long params[7]; params[0] = (long long)M; params[1] = (long long)N; params[2] = (long long)K; params[3] = (long long)ACTIVATION_RELU; params[4] = (long long)A_transpose; params[5] = (long long)B_transpose; - params[6] = (long long)t_A; - params[7] = (long long)t_B; - params[8] = (long long)bias_broadcast; - + params[6] = (long long)bias_broadcast; + fp_matmul_fusion_s(A_ref, B_ref, C_multi, bias_ref, params, core_mask); return 0; } **私有存储版本：** +.. c:function:: void i8_matmul_fusion_p(int8_t *A, int8_t *B, int8_t *C, int8_t *bias, long long *params) .. c:function:: void i16_matmul_fusion_p(int16_t *A, int16_t *B, int16_t *C, int16_t *bias, long long *params) -.. c:function:: void i32_matmul_fusion_p(int32_t *A, int32_t *B, int32_t *C, int32_t *bias, long long *params) +.. c:function:: void i32_matmul_fusion_p(int *A, int *B, int *C, int *bias, long long *params) +.. c:function:: void hp_matmul_fusion_p(half *A, half *B, half *C, half *bias, long long *params) .. c:function:: void fp_matmul_fusion_p(float *A, float *B, float *C, float *bias, long long *params) .. c:function:: void dp_matmul_fusion_p(double *A, double *B, double *C, double *bias, long long *params) -.. c:function:: void c64_matmul_fusion_p(float complex *A, float complex *B, float complex *C, float complex *bias, long long *params) -.. c:function:: void c128_matmul_fusion_p(double complex *A, double complex *B, double complex *C, double complex *bias, long long *params) +.. c:function:: void c64_matmul_fusion_p(float *A, float *B, float *C, float *bias, long long *params) +.. c:function:: void c128_matmul_fusion_p(double *A, double *B, double *C, double *bias, long long *params) **C调用示例：** .. code-block:: c :linenos: - :emphasize-lines: 10 + :emphasize-lines: 43 #include - + #include + int main(int argc, char* argv[]) { float* A_ref = (float*)0x10010000; float* B_ref = (float*)0x10020000; float* C_ref = (float*)0x10030000; float* bias_ref = (float*)0x10040000; - + float* C_single = (float*)0x10050000; - + int M = 8; int N = 8; int K = 8; @@ -142,23 +143,21 @@ MatMulFusion bool bias_broadcast = true; bool A_transpose = true; bool B_transpose = false; - float *t_A = (float*)0x10060000; - float *t_B = (float*)0x10070000; - + // Initialize A, B, bias with small values - for (i = 0; i < M * K; ++i) { + for (int i = 0; i < M * K; ++i) { A_ref[i] = (float)(i % 10) * 0.1f; } - for (i = 0; i < K * N; ++i) { + for (int i = 0; i < K * N; ++i) { B_ref[i] = (float)(i % 10) * 0.1f; } - for (i = 0; i < M * N; ++i) { + for (int i = 0; i < M * N; ++i) { C_ref[i] = 0.0f; C_single[i] = 0.0f; bias_ref[i] = (float)(i % 5) * 0.01f; } - - long long params[10]; + + long long params[7]; params[0] = (long long)M; params[1] = (long long)N; @@ -166,10 +165,8 @@ MatMulFusion params[3] = (long long)ACTIVATION_RELU; params[4] = (long long)A_transpose; params[5] = (long long)B_transpose; - params[6] = (long long)t_A; - params[7] = (long long)t_B; - params[8] = (long long)bias_broadcast; + params[6] = (long long)bias_broadcast; fp_matmul_fusion_p(A_ref, B_ref, C_single, bias_ref, params); return 0; - } + } \ No newline at end of file diff --git a/master/html/functionlib/dsplib/abs.html b/master/html/functionlib/dsplib/abs.html index 48b9e8a3..179bb72e 100644 --- a/master/html/functionlib/dsplib/abs.html +++ b/master/html/functionlib/dsplib/abs.html @@ -164,7 +164,7 @@
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  • MaxPoolFusion
    • diff --git a/master/html/functionlib/dsplib/lstmgraddata.html b/master/html/functionlib/dsplib/lstmgraddata.html index 87f9fdfc..a133efc9 100644 --- a/master/html/functionlib/dsplib/lstmgraddata.html +++ b/master/html/functionlib/dsplib/lstmgraddata.html @@ -164,7 +164,7 @@
  • LstmGrad
  • LstmGradData
  • LstmGradWeight
    • -
  • MatMulFusion
    • +
  • MatMulFusion
  • Maximum
  • Maximumgrad
  • MaxPoolFusion
    • diff --git a/master/html/functionlib/dsplib/lstmgradweight.html b/master/html/functionlib/dsplib/lstmgradweight.html index 44e78a20..deb3fe97 100644 --- a/master/html/functionlib/dsplib/lstmgradweight.html +++ b/master/html/functionlib/dsplib/lstmgradweight.html @@ -24,7 +24,7 @@ - + @@ -164,7 +164,7 @@
  • LstmGrad
  • LstmGradData
  • LstmGradWeight
    • -
  • MatMulFusion
    • +
  • MatMulFusion
  • Maximum
  • Maximumgrad
  • MaxPoolFusion
    • @@ -416,7 +416,7 @@ dA_t &= dH_t \odot o_t \odot (1 - \tanh^2(C_t)) \odot g'_t\end{split}\]