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Add new kernels #23220

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17dd4a6
Add mul
bili2002 Dec 29, 2024
fa89f13
Add sub, add, div
bili2002 Dec 29, 2024
c37ce59
Add equal, less
bili2002 Dec 29, 2024
ba120db
Add LessOrEqual, GreaterOrEqual
bili2002 Dec 29, 2024
9677e2d
Add docs
bili2002 Dec 29, 2024
b35146d
Small fix
bili2002 Dec 29, 2024
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30 changes: 15 additions & 15 deletions docs/OperatorKernels.md
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Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ Do not modify directly.*
|||[6, 12]|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|Acos|*in* input:**T**<br> *out* output:**T**|7+|**T** = tensor(float)|
|Acosh|*in* input:**T**<br> *out* output:**T**|9+|**T** = tensor(float)|
|Add|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Add|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|||13|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|||[7, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Affine|*in* X:**T**<br> *out* Y:**T**|1+|**T** = tensor(float)|
Expand Down Expand Up @@ -92,7 +92,7 @@ Do not modify directly.*
|||[13, 18]|**T** = tensor(int32), tensor(int8), tensor(uint8)|
|||[10, 12]|**T** = tensor(int32), tensor(int8), tensor(uint8)|
|Det|*in* X:**T**<br> *out* Y:**T**|11+|**T** = tensor(float)|
|Div|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Div|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|||13|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|||[7, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Dropout|*in* data:**T**<br> *in* ratio:**T1**<br> *in* training_mode:**T2**<br> *out* output:**T**<br> *out* mask:**T2**<br><br>or<br><br>*in* data:**T**<br> *out* output:**T**<br> *out* mask:**T**<br><br>or<br><br>*in* data:**T**<br> *out* output:**T**<br> *out* mask:**T1**|13+|**T** = tensor(double), tensor(float)<br/> **T1** = tensor(double), tensor(float)<br/> **T2** = tensor(bool)|
Expand All @@ -103,9 +103,9 @@ Do not modify directly.*
|DynamicSlice|*in* data:**T**<br> *in* starts:**Tind**<br> *in* ends:**Tind**<br> *in* axes:**Tind**<br> *out* output:**T**|1+|**T** = tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **Tind** = tensor(int32), tensor(int64)|
|Einsum|*in* Inputs:**T**<br> *out* Output:**T**|12+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Elu|*in* X:**T**<br> *out* Y:**T**|6+|**T** = tensor(float)|
|Equal|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|19+|**T** = tensor(bool), tensor(double), tensor(float), tensor(int32), tensor(int64), tensor(string)<br/> **T1** = tensor(bool)|
|||[13, 18]|**T** = tensor(bool), tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|||[11, 12]|**T** = tensor(bool), tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|Equal|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|19+|**T** = tensor(bool), tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(string), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[13, 18]|**T** = tensor(bool), tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[11, 12]|**T** = tensor(bool), tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[7, 10]|**T** = tensor(bool), tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|Erf|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(float)|
|||[9, 12]|**T** = tensor(float)|
Expand Down Expand Up @@ -139,11 +139,11 @@ Do not modify directly.*
|GlobalAveragePool|*in* X:**T**<br> *out* Y:**T**|1+|**T** = tensor(float)|
|GlobalLpPool|*in* X:**T**<br> *out* Y:**T**|2+|**T** = tensor(float)|
|GlobalMaxPool|*in* X:**T**<br> *out* Y:**T**|1+|**T** = tensor(float)|
|Greater|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|||[9, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|Greater|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[9, 12]|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[7, 8]|**T** = tensor(double), tensor(float)<br/> **T1** = tensor(bool)|
|GreaterOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|||[12, 15]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|GreaterOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[12, 15]|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|GridSample|*in* X:**T1**<br> *in* grid:**T2**<br> *out* Y:**T1**|20+|**T1** = tensor(double), tensor(float)<br/> **T2** = tensor(double), tensor(float)|
|||[16, 19]|**T1** = tensor(float)<br/> **T2** = tensor(float)|
|HammingWindow|*in* size:**T1**<br> *out* output:**T2**|17+|**T1** = tensor(int32), tensor(int64)<br/> **T2** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
Expand Down Expand Up @@ -179,11 +179,11 @@ Do not modify directly.*
|||[1, 16]|**T** = tensor(double), tensor(float), tensor(float16)<br/> **U** = tensor(double), tensor(float), tensor(float16)<br/> **V** = tensor(double), tensor(float), tensor(float16)|
|LeakyRelu|*in* X:**T**<br> *out* Y:**T**|16+|**T** = tensor(float)|
|||[6, 15]|**T** = tensor(float)|
|Less|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|||[9, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|Less|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[9, 12]|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[7, 8]|**T** = tensor(double), tensor(float)<br/> **T1** = tensor(bool)|
|LessOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|||[12, 15]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)<br/> **T1** = tensor(bool)|
|LessOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|||[12, 15]|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
|Log|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(double), tensor(float)|
|||[6, 12]|**T** = tensor(double), tensor(float)|
|LogSoftmax|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(double), tensor(float)|
Expand Down Expand Up @@ -226,7 +226,7 @@ Do not modify directly.*
|||[6, 7]|**T** = tensor(float)|
|Mod|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|13+|**T** = tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|||[10, 12]|**T** = tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|Mul|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Mul|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|||13|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|||[7, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Multinomial|*in* input:**T1**<br> *out* output:**T2**|7+|**T1** = tensor(float)<br/> **T2** = tensor(int32), tensor(int64)|
Expand Down Expand Up @@ -402,7 +402,7 @@ Do not modify directly.*
|StringConcat|*in* X:**T**<br> *in* Y:**T**<br> *out* Z:**T**|20+|**T** = tensor(string)|
|StringNormalizer|*in* X:**tensor(string)**<br> *out* Y:**tensor(string)**|10+|**X** = tensor(string)|
|StringSplit|*in* X:**T1**<br> *out* Y:**T2**<br> *out* Z:**T3**|20+|**T1** = tensor(string)<br/> **T2** = tensor(string)<br/> **T3** = tensor(int64)|
|Sub|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Sub|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T**|14+|**T** = tensor(double), tensor(float), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
|||13|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|||[7, 12]|**T** = tensor(double), tensor(float), tensor(int32), tensor(int64)|
|Sum|*in* data_0:**T**<br> *out* sum:**T**|13+|**T** = tensor(double), tensor(float)|
Expand Down
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