diff --git a/master/doctrees/environment.pickle b/master/doctrees/environment.pickle index d80c8fa1..d2551d61 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 4c7ed8af..8363e449 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/one_hot.doctree b/master/doctrees/functionlib/dsplib/one_hot.doctree new file mode 100644 index 00000000..908878ca Binary files /dev/null and b/master/doctrees/functionlib/dsplib/one_hot.doctree differ diff --git a/master/doctrees/functionlib/dsplib/onehot.doctree b/master/doctrees/functionlib/dsplib/onehot.doctree deleted file mode 100644 index 94e359da..00000000 Binary files a/master/doctrees/functionlib/dsplib/onehot.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 35888c65..6f64c3dd 100644 --- a/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt +++ b/master/html/_sources/functionlib/dsplib/dsplib_index.rst.txt @@ -134,7 +134,7 @@ DSP Library C API Reference non_max_suppression nonzero not_equal - onehot + one_hot ones_like padfusion power_grad diff --git a/master/html/_sources/functionlib/dsplib/one_hot.rst.txt b/master/html/_sources/functionlib/dsplib/one_hot.rst.txt new file mode 100644 index 00000000..24e94777 --- /dev/null +++ b/master/html/_sources/functionlib/dsplib/one_hot.rst.txt @@ -0,0 +1,113 @@ +OneHot +================= + + 根据输入的索引值，在指定轴上生成独热编码(one-hot encoding)。 + + .. math:: + + output_{i_1, i_2, \dots, i_{axis}, \dots, i_n} = + \begin{cases} + on\_value, & \text{if } i_{axis} = indices_{j} \\ + off\_value, & \text{otherwise} + \end{cases} + + 其中，:math:`indices_{j}` 为输入索引张量的元素，索引 :math:`j` 与输出下标 + :math:`(i_1, \dots, i_{axis-1}, i_{axis+1}, \dots, i_n)` 一一对应。 + :math:`depth` 表示 one-hot 向量的长度，:math:`axis` 表示新维度插入的位置。 + + 当启用 ``support_neg_index`` 时，若 :math:`indices_{j} < 0`，则执行如下修正： + + .. math:: + + indices_{j} = indices_{j} + depth + + 输入： + - **on_off** - 包含 **on_value** 和 **off_value** 的数组地址。对于标量数据类型，数组长度为 2，依次为 ``[on_value, off_value]``；对于复数类型（c64/c128），数组长度为 4，依次为 ``[on_real, on_imag, off_real, off_imag]``。 + - **indices** - 输入索引值地址，索引元素类型为 ``int``。 + - **params** - 参数数组地址，依次存放以下 5 个元素： + + - ``params[0]``：``axis``，指定生成 one-hot 编码的轴。 + - ``params[1]``：``depth``，独热编码向量的长度。 + - ``params[2]``：``support_neg_index``，是否支持负索引，取值为 0（不支持）或 1（支持）。 + - ``params[3]``：``indices_shape_size``，输入索引张量的维度数（即 ``indices_shape`` 数组的长度）。 + - ``params[4]``：``indices_shape``，输入索引张量各维度大小的数组地址。 + - **core_mask** - 核心掩码，指定使用的计算核心（仅共享存储版本需要）。 + + 输出： + - **output** - 生成的独热编码结果地址。 + + 支持平台： + ``FT78NE`` + ``MT7004`` + + .. note:: + - FT78NE 支持int8, int16, int32, fp32, fp64, cplx64, cplx128 + - MT7004 支持fp16, fp32, int16, int32, cplx64 + - 本算子通过 ``params`` 数组将 ``axis``、``depth``、``support_neg_index``、``indices_shape_size``、``indices_shape`` 打包传入。 + +**共享存储版本:** + +.. c:function:: void i8_one_hot_s(int8_t *on_off, int *indices, int8_t *output, long long *params, int core_mask) +.. c:function:: void i16_one_hot_s(int16_t *on_off, int *indices, int16_t *output, long long *params, int core_mask) +.. c:function:: void i32_one_hot_s(int *on_off, int *indices, int *output, long long *params, int core_mask) +.. c:function:: void hp_one_hot_s(half *on_off, int *indices, half *output, long long *params, int core_mask) +.. c:function:: void fp_one_hot_s(float *on_off, int *indices, float *output, long long *params, int core_mask) +.. c:function:: void dp_one_hot_s(double *on_off, int *indices, double *output, long long *params, int core_mask) +.. c:function:: void c64_one_hot_s(float* on_off, int *indices, float *output, long long *params, int core_mask) +.. c:function:: void c128_one_hot_s(double* on_off, int *indices, double *output, long long *params, int core_mask) + + **C调用示例：** + + .. code-block:: c + :linenos: + :emphasize-lines: 13 + + //MT7004示例 + #include + + int main(int argc, char* argv[]) { + float on_off[2] = {1.0, 0.0}; + int axis=1, depth=4, indices_shape_size=2; + int support_neg_index=1; + int indices_shape[2] = {3, 3}; + long long params[5] = {axis, depth, support_neg_index, indices_shape_size, (long long)indices_shape}; + int *indices = (int *)0xA0000000; // indices在DDR空间 + float *output = (float*)0xB0000000; // indices_shape[0] * depth * indices_shape[1] + int core_mask = 0xff; + fp_one_hot_s(on_off, indices, output, params, core_mask); + return 0; + } + + +**私有存储版本:** + +.. c:function:: void i8_one_hot_p(int8_t *on_off, int *indices, int8_t *output, long long *params) +.. c:function:: void i16_one_hot_p(int16_t *on_off, int *indices, int16_t *output, long long *params) +.. c:function:: void i32_one_hot_p(int *on_off, int *indices, int *output, long long *params) +.. c:function:: void hp_one_hot_p(half *on_off, int *indices, half *output, long long *params) +.. c:function:: void fp_one_hot_p(float *on_off, int *indices, float *output, long long *params) +.. c:function:: void dp_one_hot_p(double *on_off, int *indices, double *output, long long *params) +.. c:function:: void c64_one_hot_p(float* on_off, int *indices, float *output, long long *params) +.. c:function:: void c128_one_hot_p(double* on_off, int *indices, double *output, long long *params) + + + **C调用示例：** + + .. code-block:: c + :linenos: + :emphasize-lines: 12 + + //MT7004示例 + #include + + int main(int argc, char* argv[]) { + float on_off[2] = {1.0, 0.0}; + int axis=1, depth=4, indices_shape_size=2; + int support_neg_index=1; + int indices_shape[2] = {3, 3}; + long long params[5] = {axis, depth, support_neg_index, indices_shape_size, (long long)indices_shape}; + int *indices = (int *)0x10000000; // indices在L2空间 + float *output = (float*)0x10001000; // indices_shape[0] * depth * indices_shape[1] + fp_one_hot_p(on_off, indices, output, params); + return 0; + } diff --git a/master/html/_sources/functionlib/dsplib/onehot.rst.txt b/master/html/_sources/functionlib/dsplib/onehot.rst.txt deleted file mode 100644 index e9cd886a..00000000 --- a/master/html/_sources/functionlib/dsplib/onehot.rst.txt +++ /dev/null @@ -1,115 +0,0 @@ -OneHot -================= - - 根据输入的索引值，在指定轴上生成独热编码(one-hot encoding)。 - - .. math:: - - output_{i_1, i_2, \dots, i_{axis}, \dots, i_n} = - \begin{cases} - on\_value, & \text{if } i_{axis} = indices_{j} \\ - off\_value, & \text{otherwise} - \end{cases} - - 其中，:math:`indices_{j}` 为输入索引张量的元素，索引 :math:`j` 与输出下标 - :math:`(i_1, \dots, i_{axis-1}, i_{axis+1}, \dots, i_n)` 一一对应。 - :math:`depth` 表示 one-hot 向量的长度，:math:`axis` 表示新维度插入的位置。 - - 当启用 ``support_neg_index`` 时，若 :math:`indices_{j} < 0`，则执行如下修正： - - .. math:: - - indices_{j} = indices_{j} + depth - - 输入： - - **on_off** - 包含**on_value**和**off_value**，表示独热编码中“热”和“冷”位置的值。 - - **axis** - 指定生成独热编码的轴。 - - **depth** - 独热编码的深度。 - - **support_neg_index** - 是否支持负索引。 - - **indices_shape_size** - 索引形状的维度大小。 - - **indices_shape** - 索引的形状数组地址。 - - **indices** - 索引值地址。 - - **core_mask** - 核心掩码，指定使用的计算核心。 - - 输出： - - **output** - 生成的独热编码结果地址。 - - 支持平台： - ``FT78NE`` - ``MT7004`` - - .. note:: - - FT78NE 支持int8, int16, int32, fp32, fp64, cplx64, cplx128 - - MT7004 支持fp16, fp32, int16, int32, cplx64 - - MT6678 调用时将 axis/depth/support_neg_index/indices_shape_size打包通过 int_param 数组传入 - -**共享存储版本:** - -.. c:function:: void i8_onehot_s(int8_t *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int8_t *output, int core_mask) -.. c:function:: void i16_onehot_s(int16_t *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int16_t *output, int core_mask) -.. c:function:: void i32_onehot_s(int *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int *output, int core_mask) -.. c:function:: void hp_onehot_s(half *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, half *output, int core_mask) -.. c:function:: void fp_onehot_s(float *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, float *output, int core_mask) -.. c:function:: void dp_onehot_s(double *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, double *output, int core_mask) -.. c:function:: void c64_onehot_s(float* on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, float *output, int core_mask) -.. c:function:: void c128_onehot_s(double* on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, double *output, int core_mask) - - **C调用示例：** - - .. code-block:: c - :linenos: - :emphasize-lines: 13 - - //FT78NE示例 - #include - - int main(int argc, char* argv[]) { - float on_off[2] = {1.0, 0.0}; - int axis=1, depth=4, indices_shape_size=2; - int support_neg_index=1; - int int_param[4] = {axis, depth, support_neg_index, indices_shape_size}; - int indices_shape[2] = {3, 3}; - int *indices = (int *)0xA0000000; // indices在DDR空间 - float *output = (float*)0xB0000000; // indices_shape[0] * depth * indices_shape[1] - int core_mask = 0xff; - fp_onehot_p(on_off, int_param, indices_shape, indices, output, core_mask); - // 7004调用方式： - // fp_onehot_p(on_off, axis, depth, support_neg_index, indices_shape_size, indices_shape, indices, output, core_mask); - return 0; - } - - -**私有存储版本:** - -.. c:function:: void i8_onehot_p(int8_t *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int8_t *output) -.. c:function:: void i16_onehot_p(int16_t *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int16_t *output) -.. c:function:: void i32_onehot_p(int *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, int *output) -.. c:function:: void hp_onehot_p(half *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, half *output) -.. c:function:: void fp_onehot_p(float *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, float *output) -.. c:function:: void dp_onehot_p(double *on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, double *output) -.. c:function:: void c64_onehot_p(float* on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, float *output) -.. c:function:: void c128_onehot_p(double* on_off, int axis, int depth, int support_neg_index, int indices_shape_size, int *indices_shape, int *indices, double *output) - - - **C调用示例：** - - .. code-block:: c - :linenos: - :emphasize-lines: 12 - - //FT78NE示例 - #include - - int main(int argc, char* argv[]) { - float on_off[2] = {1.0, 0.0}; 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