diff --git a/docs/ops/stablehlo/arith.constant.md b/docs/ops/stablehlo/arith.constant.md
new file mode 100644
index 00000000..11231e22
--- /dev/null
+++ b/docs/ops/stablehlo/arith.constant.md
@@ -0,0 +1,7 @@
+
+### arith.constant
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1]>,
||aten::_safe_softmax|4|
diff --git a/docs/ops/stablehlo/stablehlo.add.md b/docs/ops/stablehlo/stablehlo.add.md
new file mode 100644
index 00000000..c2d43a9d
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.add.md
@@ -0,0 +1,458 @@
+
+### stablehlo.add::ttnn.add
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[256,256]>,
Tensor<[256,256]>,
|ttnn.add|aten::add.Tensor|6|
+|1|Tensor<[1,1,32,32]>,
Tensor<[1,1,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|2|Tensor<[1,32,1]>,
Tensor<[1,32,1]>,
|ttnn.add|aten::add.Tensor|4|
+|3|Tensor<[1,32,32,128]>,
Tensor<[1,32,32,128]>,
|ttnn.add|aten::add.Tensor|5|
+|4|Tensor<[1,32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|5|Tensor<[1,32,4096]>,
Tensor<[1,32,4096]>,
|ttnn.add|aten::add.Tensor|5|
+|6|Tensor<[32]>,
Tensor<[32]>,
|ttnn.add|aten::arange|4|
+|7|Tensor<[32,1]>,
Tensor<[32,1]>,
|ttnn.add|aten::triu|4|
+|8|Tensor<[1,7,768]>,
Tensor<[1,7,768]>,
|ttnn.add|aten::add.Tensor|5|
+|9|Tensor<[7]>,
Tensor<[7]>,
|ttnn.add|aten::add.Tensor|4|
+|10|Tensor<[1,7,1]>,
Tensor<[1,7,1]>,
|ttnn.add|aten::add.Tensor|4|
+|11|Tensor<[7,2304]>,
Tensor<[7,2304]>,
|ttnn.add|aten::add.Tensor|4|
+|12|Tensor<[1,12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|13|Tensor<[7,768]>,
Tensor<[7,768]>,
|ttnn.add|aten::add.Tensor|4|
+|14|Tensor<[7,3072]>,
Tensor<[7,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|15|Tensor<[1,7,3072]>,
Tensor<[1,7,3072]>,
|ttnn.add|aten::add.Tensor|5|
+|16|Tensor<[1]>,
Tensor<[1]>,
|ttnn.add|aten::arange|4|
+|17|Tensor<[1,32,112,112]>,
Tensor<[1,32,112,112]>,
|ttnn.add|aten::add.Tensor|4|
+|18|Tensor<[64]>,
Tensor<[64]>,
|ttnn.add|aten::add.Tensor|4|
+|19|Tensor<[1,64,112,112]>,
Tensor<[1,64,112,112]>,
|ttnn.add|aten::add.Tensor|4|
+|20|Tensor<[1,64,56,56]>,
Tensor<[1,64,56,56]>,
|ttnn.add|aten::add.Tensor|4|
+|21|Tensor<[128]>,
Tensor<[128]>,
|ttnn.add|aten::add.Tensor|4|
+|22|Tensor<[1,128,56,56]>,
Tensor<[1,128,56,56]>,
|ttnn.add|aten::add.Tensor|4|
+|23|Tensor<[1,128,28,28]>,
Tensor<[1,128,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|24|Tensor<[256]>,
Tensor<[256]>,
|ttnn.add|aten::add.Tensor|4|
+|25|Tensor<[1,256,28,28]>,
Tensor<[1,256,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|26|Tensor<[512]>,
Tensor<[512]>,
|ttnn.add|aten::add.Tensor|4|
+|27|Tensor<[1,512,28,28]>,
Tensor<[1,512,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|28|Tensor<[1,19,28,28]>,
Tensor<[1,19,28,28]>,
|ttnn.add|aten::convolution|4|
+|29|Tensor<[1,38,28,28]>,
Tensor<[1,38,28,28]>,
|ttnn.add|aten::convolution|4|
+|30|Tensor<[256,512]>,
Tensor<[256,512]>,
|ttnn.add|aten::add.Tensor|4|
+|31|Tensor<[1,256,1]>,
Tensor<[1,256,1]>,
|ttnn.add|aten::add.Tensor|4|
+|32|Tensor<[1,256,512]>,
Tensor<[1,256,512]>,
|ttnn.add|aten::add.Tensor|4|
+|33|Tensor<[1,1000]>,
Tensor<[1,1000]>,
|ttnn.add|aten::add.Tensor|4|
+|34|Tensor<[1,1024,512]>,
Tensor<[1,1024,512]>,
|ttnn.add|aten::convolution|4|
+|35|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
|ttnn.add|aten::gelu|4|
+|36|Tensor<[1,64,1,1]>,
Tensor<[1,64,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|37|Tensor<[1,64,360,640]>,
Tensor<[1,64,360,640]>,
|ttnn.add|aten::add.Tensor|4|
+|38|Tensor<[1,64,180,320]>,
Tensor<[1,64,180,320]>,
|ttnn.add|aten::add.Tensor|4|
+|39|Tensor<[1,256,1,1]>,
Tensor<[1,256,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|40|Tensor<[1,256,180,320]>,
Tensor<[1,256,180,320]>,
|ttnn.add|aten::add.Tensor|4|
+|41|Tensor<[1,128,1,1]>,
Tensor<[1,128,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|42|Tensor<[1,128,180,320]>,
Tensor<[1,128,180,320]>,
|ttnn.add|aten::add.Tensor|4|
+|43|Tensor<[1,128,90,160]>,
Tensor<[1,128,90,160]>,
|ttnn.add|aten::add.Tensor|4|
+|44|Tensor<[1,512,1,1]>,
Tensor<[1,512,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|45|Tensor<[1,512,90,160]>,
Tensor<[1,512,90,160]>,
|ttnn.add|aten::add.Tensor|4|
+|46|Tensor<[1,256,90,160]>,
Tensor<[1,256,90,160]>,
|ttnn.add|aten::add.Tensor|4|
+|47|Tensor<[1,256,45,80]>,
Tensor<[1,256,45,80]>,
|ttnn.add|aten::add.Tensor|4|
+|48|Tensor<[1,1024,1,1]>,
Tensor<[1,1024,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|49|Tensor<[1,1024,45,80]>,
Tensor<[1,1024,45,80]>,
|ttnn.add|aten::add.Tensor|4|
+|50|Tensor<[1,512,45,80]>,
Tensor<[1,512,45,80]>,
|ttnn.add|aten::add.Tensor|4|
+|51|Tensor<[1,512,23,40]>,
Tensor<[1,512,23,40]>,
|ttnn.add|aten::add.Tensor|4|
+|52|Tensor<[1,2048,1,1]>,
Tensor<[1,2048,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|53|Tensor<[1,2048,23,40]>,
Tensor<[1,2048,23,40]>,
|ttnn.add|aten::add.Tensor|4|
+|54|Tensor<[23]>,
Tensor<[23]>,
|ttnn.add|aten::add.Tensor|4|
+|55|Tensor<[40]>,
Tensor<[40]>,
|ttnn.add|aten::add.Tensor|4|
+|56|Tensor<[1,1,40]>,
Tensor<[1,1,40]>,
|ttnn.add|aten::add.Tensor|4|
+|57|Tensor<[1,23,1]>,
Tensor<[1,23,1]>,
|ttnn.add|aten::add.Tensor|4|
+|58|Tensor<[920,1,256]>,
Tensor<[920,1,256]>,
|ttnn.add|aten::add.Tensor|5|
+|59|Tensor<[920,256]>,
Tensor<[920,256]>,
|ttnn.add|aten::add.Tensor|4|
+|60|Tensor<[920,1,1]>,
Tensor<[920,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|61|Tensor<[920,2048]>,
Tensor<[920,2048]>,
|ttnn.add|aten::add.Tensor|4|
+|62|Tensor<[100,1,256]>,
Tensor<[100,1,256]>,
|ttnn.add|aten::add.Tensor|5|
+|63|Tensor<[100,256]>,
Tensor<[100,256]>,
|ttnn.add|aten::add.Tensor|4|
+|64|Tensor<[100,1,1]>,
Tensor<[100,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|65|Tensor<[100,2048]>,
Tensor<[100,2048]>,
|ttnn.add|aten::add.Tensor|4|
+|66|Tensor<[6,1,100,92]>,
Tensor<[6,1,100,92]>,
|ttnn.add|aten::add.Tensor|4|
+|67|Tensor<[6,1,100,256]>,
Tensor<[6,1,100,256]>,
|ttnn.add|aten::add.Tensor|4|
+|68|Tensor<[6,1,100,4]>,
Tensor<[6,1,100,4]>,
|ttnn.add|aten::add.Tensor|4|
+|69|Tensor<[8,920,920]>,
Tensor<[8,920,920]>,
|ttnn.add|aten::baddbmm|4|
+|70|Tensor<[8,100,920]>,
Tensor<[8,100,920]>,
|ttnn.add|aten::baddbmm|4|
+|71|Tensor<[1,256,23,40]>,
Tensor<[1,256,23,40]>,
|ttnn.add|aten::convolution|4|
+|72|Tensor<[1,10]>,
Tensor<[1,10]>,
|ttnn.add|aten::add.Tensor|5|
+|73|Tensor<[1,10,768]>,
Tensor<[1,10,768]>,
|ttnn.add|aten::add.Tensor|5|
+|74|Tensor<[1,10,1]>,
Tensor<[1,10,1]>,
|ttnn.add|aten::add.Tensor|4|
+|75|Tensor<[10,768]>,
Tensor<[10,768]>,
|ttnn.add|aten::add.Tensor|4|
+|76|Tensor<[1,12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.add|aten::add.Tensor|4|
+|77|Tensor<[10,3072]>,
Tensor<[10,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|78|Tensor<[10,250002]>,
Tensor<[10,250002]>,
|ttnn.add|aten::add.Tensor|4|
+|79|Tensor<[1,10,3072]>,
Tensor<[1,10,3072]>,
|ttnn.add|aten::gelu|4|
+|80|Tensor<[1,1280]>,
Tensor<[1,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|81|Tensor<[1,32,1,1]>,
Tensor<[1,32,1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|82|Tensor<[1,320,64,64]>,
Tensor<[1,320,64,64]>,
|ttnn.add|aten::add.Tensor|4|
+|83|Tensor<[1,320]>,
Tensor<[1,320]>,
|ttnn.add|aten::add.Tensor|4|
+|84|Tensor<[1,4096,1]>,
Tensor<[1,4096,1]>,
|ttnn.add|aten::add.Tensor|4|
+|85|Tensor<[1,4096,320]>,
Tensor<[1,4096,320]>,
|ttnn.add|aten::add.Tensor|4|
+|86|Tensor<[4096,320]>,
Tensor<[4096,320]>,
|ttnn.add|aten::add.Tensor|4|
+|87|Tensor<[4096,2560]>,
Tensor<[4096,2560]>,
|ttnn.add|aten::add.Tensor|4|
+|88|Tensor<[1,320,32,32]>,
Tensor<[1,320,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|89|Tensor<[1,640]>,
Tensor<[1,640]>,
|ttnn.add|aten::add.Tensor|4|
+|90|Tensor<[1,640,32,32]>,
Tensor<[1,640,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|91|Tensor<[1,1024,1]>,
Tensor<[1,1024,1]>,
|ttnn.add|aten::add.Tensor|4|
+|92|Tensor<[1,1024,640]>,
Tensor<[1,1024,640]>,
|ttnn.add|aten::add.Tensor|4|
+|93|Tensor<[1024,640]>,
Tensor<[1024,640]>,
|ttnn.add|aten::add.Tensor|4|
+|94|Tensor<[1024,5120]>,
Tensor<[1024,5120]>,
|ttnn.add|aten::add.Tensor|4|
+|95|Tensor<[1,640,16,16]>,
Tensor<[1,640,16,16]>,
|ttnn.add|aten::add.Tensor|4|
+|96|Tensor<[1,1280,16,16]>,
Tensor<[1,1280,16,16]>,
|ttnn.add|aten::add.Tensor|4|
+|97|Tensor<[1,256,1280]>,
Tensor<[1,256,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|98|Tensor<[256,1280]>,
Tensor<[256,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|99|Tensor<[256,10240]>,
Tensor<[256,10240]>,
|ttnn.add|aten::add.Tensor|4|
+|100|Tensor<[1,1280,8,8]>,
Tensor<[1,1280,8,8]>,
|ttnn.add|aten::add.Tensor|4|
+|101|Tensor<[1,64,1]>,
Tensor<[1,64,1]>,
|ttnn.add|aten::add.Tensor|4|
+|102|Tensor<[1,64,1280]>,
Tensor<[1,64,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|103|Tensor<[64,1280]>,
Tensor<[64,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|104|Tensor<[64,10240]>,
Tensor<[64,10240]>,
|ttnn.add|aten::add.Tensor|4|
+|105|Tensor<[1,2560,8,8]>,
Tensor<[1,2560,8,8]>,
|ttnn.add|aten::add.Tensor|4|
+|106|Tensor<[16]>,
Tensor<[16]>,
|ttnn.add|aten::add.Tensor|4|
+|107|Tensor<[1,2560,16,16]>,
Tensor<[1,2560,16,16]>,
|ttnn.add|aten::add.Tensor|4|
+|108|Tensor<[1,1920,16,16]>,
Tensor<[1,1920,16,16]>,
|ttnn.add|aten::add.Tensor|4|
+|109|Tensor<[1,1920,32,32]>,
Tensor<[1,1920,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|110|Tensor<[1,1280,32,32]>,
Tensor<[1,1280,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|111|Tensor<[1,960,32,32]>,
Tensor<[1,960,32,32]>,
|ttnn.add|aten::add.Tensor|4|
+|112|Tensor<[1,960,64,64]>,
Tensor<[1,960,64,64]>,
|ttnn.add|aten::add.Tensor|4|
+|113|Tensor<[1,640,64,64]>,
Tensor<[1,640,64,64]>,
|ttnn.add|aten::add.Tensor|4|
+|114|Tensor<[160]>,
Tensor<[160]>,
|ttnn.add|aten::arange.start|4|
+|115|Tensor<[1,4,64,64]>,
Tensor<[1,4,64,64]>,
|ttnn.add|aten::convolution|4|
+|116|Tensor<[1,4096,1280]>,
Tensor<[1,4096,1280]>,
|ttnn.add|aten::gelu|4|
+|117|Tensor<[1,1024,2560]>,
Tensor<[1,1024,2560]>,
|ttnn.add|aten::gelu|4|
+|118|Tensor<[1,256,5120]>,
Tensor<[1,256,5120]>,
|ttnn.add|aten::gelu|4|
+|119|Tensor<[1,64,5120]>,
Tensor<[1,64,5120]>,
|ttnn.add|aten::gelu|4|
+|120|Tensor<[1280]>,
Tensor<[1280]>,
|ttnn.add|aten::index.Tensor|4|
+|121|Tensor<[640]>,
Tensor<[640]>,
|ttnn.add|aten::index.Tensor|4|
+|122|Tensor<[1,25,768]>,
Tensor<[1,25,768]>,
|ttnn.add|aten::add.Tensor|5|
+|123|Tensor<[1,25,1]>,
Tensor<[1,25,1]>,
|ttnn.add|aten::add.Tensor|4|
+|124|Tensor<[25,768]>,
Tensor<[25,768]>,
|ttnn.add|aten::add.Tensor|4|
+|125|Tensor<[1,12,25,25]>,
Tensor<[1,12,25,25]>,
|ttnn.add|aten::add.Tensor|4|
+|126|Tensor<[25,3072]>,
Tensor<[25,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|127|Tensor<[25,2]>,
Tensor<[25,2]>,
|ttnn.add|aten::add.Tensor|4|
+|128|Tensor<[1,1]>,
Tensor<[1,1]>,
|ttnn.add|aten::add.Tensor|4|
+|129|Tensor<[1,25,3072]>,
Tensor<[1,25,3072]>,
|ttnn.add|aten::gelu|4|
+|130|Tensor<[1,1445,192]>,
Tensor<[1,1445,192]>,
|ttnn.add|aten::add.Tensor|5|
+|131|Tensor<[1,1445,1]>,
Tensor<[1,1445,1]>,
|ttnn.add|aten::add.Tensor|4|
+|132|Tensor<[1445,192]>,
Tensor<[1445,192]>,
|ttnn.add|aten::add.Tensor|4|
+|133|Tensor<[1445,768]>,
Tensor<[1445,768]>,
|ttnn.add|aten::add.Tensor|4|
+|134|Tensor<[100,192]>,
Tensor<[100,192]>,
|ttnn.add|aten::add.Tensor|4|
+|135|Tensor<[100,92]>,
Tensor<[100,92]>,
|ttnn.add|aten::add.Tensor|4|
+|136|Tensor<[100,4]>,
Tensor<[100,4]>,
|ttnn.add|aten::add.Tensor|4|
+|137|Tensor<[1,192,32,42]>,
Tensor<[1,192,32,42]>,
|ttnn.add|aten::convolution|4|
+|138|Tensor<[1,1445,768]>,
Tensor<[1,1445,768]>,
|ttnn.add|aten::gelu|4|
+|139|Tensor<[1,256,14,14]>,
Tensor<[1,256,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|140|Tensor<[1,512,7,7]>,
Tensor<[1,512,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|141|Tensor<[1,8,768]>,
Tensor<[1,8,768]>,
|ttnn.add|aten::add.Tensor|5|
+|142|Tensor<[1,8,1]>,
Tensor<[1,8,1]>,
|ttnn.add|aten::add.Tensor|4|
+|143|Tensor<[1,12,8,8]>,
Tensor<[1,12,8,8]>,
|ttnn.add|aten::add.Tensor|4|
+|144|Tensor<[1,768,8]>,
Tensor<[1,768,8]>,
|ttnn.add|aten::add.Tensor|5|
+|145|Tensor<[1,768]>,
Tensor<[1,768]>,
|ttnn.add|aten::add.Tensor|4|
+|146|Tensor<[1,3]>,
Tensor<[1,3]>,
|ttnn.add|aten::add.Tensor|4|
+|147|Tensor<[1,3072,8]>,
Tensor<[1,3072,8]>,
|ttnn.add|aten::convolution|4|
+|148|Tensor<[1,2048,768]>,
Tensor<[1,2048,768]>,
|ttnn.add|aten::add.Tensor|4|
+|149|Tensor<[1,2048,1]>,
Tensor<[1,2048,1]>,
|ttnn.add|aten::add.Tensor|4|
+|150|Tensor<[2048,256]>,
Tensor<[2048,256]>,
|ttnn.add|aten::add.Tensor|4|
+|151|Tensor<[2048,1280]>,
Tensor<[2048,1280]>,
|ttnn.add|aten::add.Tensor|4|
+|152|Tensor<[1,8,256,2048]>,
Tensor<[1,8,256,2048]>,
|ttnn.add|aten::add.Tensor|4|
+|153|Tensor<[256,768]>,
Tensor<[256,768]>,
|ttnn.add|aten::add.Tensor|4|
+|154|Tensor<[2048,768]>,
Tensor<[2048,768]>,
|ttnn.add|aten::add.Tensor|4|
+|155|Tensor<[2048,262]>,
Tensor<[2048,262]>,
|ttnn.add|aten::add.Tensor|4|
+|156|Tensor<[2048]>,
Tensor<[2048]>,
|ttnn.add|aten::arange.start|4|
+|157|Tensor<[1,256,56,56]>,
Tensor<[1,256,56,56]>,
|ttnn.add|aten::add.Tensor|4|
+|158|Tensor<[1024]>,
Tensor<[1024]>,
|ttnn.add|aten::add.Tensor|4|
+|159|Tensor<[1,1024,14,14]>,
Tensor<[1,1024,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|160|Tensor<[1,512,14,14]>,
Tensor<[1,512,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|161|Tensor<[1,2048,7,7]>,
Tensor<[1,2048,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|162|Tensor<[12]>,
Tensor<[12]>,
|ttnn.add|aten::add.Tensor|4|
+|163|Tensor<[1,193,768]>,
Tensor<[1,193,768]>,
|ttnn.add|aten::add.Tensor|5|
+|164|Tensor<[1,201,1]>,
Tensor<[1,201,1]>,
|ttnn.add|aten::add.Tensor|4|
+|165|Tensor<[1,201,768]>,
Tensor<[1,201,768]>,
|ttnn.add|aten::add.Tensor|4|
+|166|Tensor<[201,768]>,
Tensor<[201,768]>,
|ttnn.add|aten::add.Tensor|4|
+|167|Tensor<[1,12,201,201]>,
Tensor<[1,12,201,201]>,
|ttnn.add|aten::add.Tensor|4|
+|168|Tensor<[201,3072]>,
Tensor<[201,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|169|Tensor<[1,1536]>,
Tensor<[1,1536]>,
|ttnn.add|aten::add.Tensor|4|
+|170|Tensor<[1,3129]>,
Tensor<[1,3129]>,
|ttnn.add|aten::add.Tensor|4|
+|171|Tensor<[1,768,12,16]>,
Tensor<[1,768,12,16]>,
|ttnn.add|aten::convolution|4|
+|172|Tensor<[1,201,3072]>,
Tensor<[1,201,3072]>,
|ttnn.add|aten::gelu|4|
+|173|Tensor<[1,128]>,
Tensor<[1,128]>,
|ttnn.add|aten::add.Tensor|4|
+|174|Tensor<[1,32,26,26]>,
Tensor<[1,32,26,26]>,
|ttnn.add|aten::convolution|4|
+|175|Tensor<[1,64,24,24]>,
Tensor<[1,64,24,24]>,
|ttnn.add|aten::convolution|4|
+|176|Tensor<[19]>,
Tensor<[19]>,
|ttnn.add|aten::add.Tensor|4|
+|177|Tensor<[1,19]>,
Tensor<[1,19]>,
|ttnn.add|aten::add.Tensor|4|
+|178|Tensor<[1,19,1024]>,
Tensor<[1,19,1024]>,
|ttnn.add|aten::add.Tensor|5|
+|179|Tensor<[1,19,1]>,
Tensor<[1,19,1]>,
|ttnn.add|aten::add.Tensor|4|
+|180|Tensor<[19,1024]>,
Tensor<[19,1024]>,
|ttnn.add|aten::add.Tensor|4|
+|181|Tensor<[1,16,19,19]>,
Tensor<[1,16,19,19]>,
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|ttnn.add|aten::add.Tensor|4|
+|370|Tensor<[1,144,56,56]>,
Tensor<[1,144,56,56]>,
|ttnn.add|aten::add.Tensor|4|
+|371|Tensor<[1,144,28,28]>,
Tensor<[1,144,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|372|Tensor<[1,32,28,28]>,
Tensor<[1,32,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|373|Tensor<[192]>,
Tensor<[192]>,
|ttnn.add|aten::add.Tensor|4|
+|374|Tensor<[1,192,28,28]>,
Tensor<[1,192,28,28]>,
|ttnn.add|aten::add.Tensor|4|
+|375|Tensor<[1,192,14,14]>,
Tensor<[1,192,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|376|Tensor<[1,64,14,14]>,
Tensor<[1,64,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|377|Tensor<[384]>,
Tensor<[384]>,
|ttnn.add|aten::add.Tensor|4|
+|378|Tensor<[1,384,14,14]>,
Tensor<[1,384,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|379|Tensor<[1,96,14,14]>,
Tensor<[1,96,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|380|Tensor<[576]>,
Tensor<[576]>,
|ttnn.add|aten::add.Tensor|4|
+|381|Tensor<[1,576,14,14]>,
Tensor<[1,576,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|382|Tensor<[1,576,7,7]>,
Tensor<[1,576,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|383|Tensor<[960]>,
Tensor<[960]>,
|ttnn.add|aten::add.Tensor|4|
+|384|Tensor<[1,960,7,7]>,
Tensor<[1,960,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|385|Tensor<[1,320,7,7]>,
Tensor<[1,320,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|386|Tensor<[1,1280,7,7]>,
Tensor<[1,1280,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|387|Tensor<[1,12,128]>,
Tensor<[1,12,128]>,
|ttnn.add|aten::add.Tensor|5|
+|388|Tensor<[1,12,1]>,
Tensor<[1,12,1]>,
|ttnn.add|aten::add.Tensor|4|
+|389|Tensor<[12,768]>,
Tensor<[12,768]>,
|ttnn.add|aten::add.Tensor|4|
+|390|Tensor<[1,12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.add|aten::add.Tensor|4|
+|391|Tensor<[1,12,768]>,
Tensor<[1,12,768]>,
|ttnn.add|aten::add.Tensor|5|
+|392|Tensor<[12,3072]>,
Tensor<[12,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|393|Tensor<[1,12,3072]>,
Tensor<[1,12,3072]>,
|ttnn.add|aten::add.Tensor|5|
+|394|Tensor<[12,2]>,
Tensor<[12,2]>,
|ttnn.add|aten::add.Tensor|4|
+|395|Tensor<[1,9,128]>,
Tensor<[1,9,128]>,
|ttnn.add|aten::add.Tensor|5|
+|396|Tensor<[1,9,1]>,
Tensor<[1,9,1]>,
|ttnn.add|aten::add.Tensor|4|
+|397|Tensor<[9,768]>,
Tensor<[9,768]>,
|ttnn.add|aten::add.Tensor|4|
+|398|Tensor<[1,12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.add|aten::add.Tensor|4|
+|399|Tensor<[1,9,768]>,
Tensor<[1,9,768]>,
|ttnn.add|aten::add.Tensor|5|
+|400|Tensor<[9,3072]>,
Tensor<[9,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|401|Tensor<[1,9,3072]>,
Tensor<[1,9,3072]>,
|ttnn.add|aten::add.Tensor|5|
+|402|Tensor<[9,128]>,
Tensor<[9,128]>,
|ttnn.add|aten::add.Tensor|4|
+|403|Tensor<[9,30000]>,
Tensor<[9,30000]>,
|ttnn.add|aten::add.Tensor|4|
+|404|Tensor<[9,2048]>,
Tensor<[9,2048]>,
|ttnn.add|aten::add.Tensor|4|
+|405|Tensor<[1,16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.add|aten::add.Tensor|4|
+|406|Tensor<[1,9,2048]>,
Tensor<[1,9,2048]>,
|ttnn.add|aten::add.Tensor|5|
+|407|Tensor<[9,8192]>,
Tensor<[9,8192]>,
|ttnn.add|aten::add.Tensor|4|
+|408|Tensor<[1,9,8192]>,
Tensor<[1,9,8192]>,
|ttnn.add|aten::add.Tensor|5|
+|409|Tensor<[9,1024]>,
Tensor<[9,1024]>,
|ttnn.add|aten::add.Tensor|4|
+|410|Tensor<[1,9,1024]>,
Tensor<[1,9,1024]>,
|ttnn.add|aten::add.Tensor|5|
+|411|Tensor<[9,4096]>,
Tensor<[9,4096]>,
|ttnn.add|aten::add.Tensor|4|
+|412|Tensor<[1,9,4096]>,
Tensor<[1,9,4096]>,
|ttnn.add|aten::add.Tensor|5|
+|413|Tensor<[1,64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.add|aten::add.Tensor|4|
+|414|Tensor<[9,16384]>,
Tensor<[9,16384]>,
|ttnn.add|aten::add.Tensor|4|
+|415|Tensor<[1,9,16384]>,
Tensor<[1,9,16384]>,
|ttnn.add|aten::add.Tensor|5|
+|416|Tensor<[1,2]>,
Tensor<[1,2]>,
|ttnn.add|aten::add.Tensor|4|
+|417|Tensor<[1,14,128]>,
Tensor<[1,14,128]>,
|ttnn.add|aten::add.Tensor|5|
+|418|Tensor<[1,14,1]>,
Tensor<[1,14,1]>,
|ttnn.add|aten::add.Tensor|4|
+|419|Tensor<[14,768]>,
Tensor<[14,768]>,
|ttnn.add|aten::add.Tensor|4|
+|420|Tensor<[1,12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.add|aten::add.Tensor|4|
+|421|Tensor<[1,14,768]>,
Tensor<[1,14,768]>,
|ttnn.add|aten::add.Tensor|5|
+|422|Tensor<[14,3072]>,
Tensor<[14,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|423|Tensor<[1,14,3072]>,
Tensor<[1,14,3072]>,
|ttnn.add|aten::add.Tensor|5|
+|424|Tensor<[14,2]>,
Tensor<[14,2]>,
|ttnn.add|aten::add.Tensor|4|
+|425|Tensor<[1,50,768]>,
Tensor<[1,50,768]>,
|ttnn.add|aten::add.Tensor|5|
+|426|Tensor<[1,50,1]>,
Tensor<[1,50,1]>,
|ttnn.add|aten::add.Tensor|4|
+|427|Tensor<[50,768]>,
Tensor<[50,768]>,
|ttnn.add|aten::add.Tensor|4|
+|428|Tensor<[50,3072]>,
Tensor<[50,3072]>,
|ttnn.add|aten::add.Tensor|4|
+|429|Tensor<[2,7,512]>,
Tensor<[2,7,512]>,
|ttnn.add|aten::add.Tensor|4|
+|430|Tensor<[2,7,1]>,
Tensor<[2,7,1]>,
|ttnn.add|aten::add.Tensor|4|
+|431|Tensor<[2,1,7,7]>,
Tensor<[2,1,7,7]>,
|ttnn.add|aten::add.Tensor|5|
+|432|Tensor<[14,512]>,
Tensor<[14,512]>,
|ttnn.add|aten::add.Tensor|4|
+|433|Tensor<[2,8,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.add|aten::add.Tensor|4|
+|434|Tensor<[14,2048]>,
Tensor<[14,2048]>,
|ttnn.add|aten::add.Tensor|4|
+|435|Tensor<[2]>,
Tensor<[2]>,
|ttnn.add|aten::arange|4|
+|436|Tensor<[1,197,1024]>,
Tensor<[1,197,1024]>,
|ttnn.add|aten::add.Tensor|4|
+|437|Tensor<[197,1024]>,
Tensor<[197,1024]>,
|ttnn.add|aten::add.Tensor|4|
+|438|Tensor<[27]>,
Tensor<[27]>,
|ttnn.add|aten::add.Tensor|4|
+|439|Tensor<[27,1]>,
Tensor<[27,1]>,
|ttnn.add|aten::add.Tensor|4|
+|440|Tensor<[1,16,27,27]>,
Tensor<[1,16,27,27]>,
|ttnn.add|aten::add.Tensor|5|
+|441|Tensor<[196,196]>,
Tensor<[196,196]>,
|ttnn.add|aten::add.Tensor|4|
+|442|Tensor<[1,16,197,197]>,
Tensor<[1,16,197,197]>,
|ttnn.add|aten::add.Tensor|5|
+|443|Tensor<[197,4096]>,
Tensor<[197,4096]>,
|ttnn.add|aten::add.Tensor|4|
+|444|Tensor<[1,1024]>,
Tensor<[1,1024]>,
|ttnn.add|aten::add.Tensor|4|
+|445|Tensor<[197]>,
Tensor<[197]>,
|ttnn.add|aten::arange|4|
+|446|Tensor<[1,197,4096]>,
Tensor<[1,197,4096]>,
|ttnn.add|aten::gelu|4|
+|447|Tensor<[1,12,27,27]>,
Tensor<[1,12,27,27]>,
|ttnn.add|aten::add.Tensor|5|
+|448|Tensor<[1,12,197,197]>,
Tensor<[1,12,197,197]>,
|ttnn.add|aten::add.Tensor|5|
+|449|Tensor<[1,64]>,
Tensor<[1,64]>,
|ttnn.add|aten::add.Tensor|4|
+|450|Tensor<[1,12]>,
Tensor<[1,12]>,
|ttnn.add|aten::add.Tensor|4|
+|451|Tensor<[1,784]>,
Tensor<[1,784]>,
|ttnn.add|aten::add.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.and.md b/docs/ops/stablehlo/stablehlo.and.md
new file mode 100644
index 00000000..10196b54
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.and.md
@@ -0,0 +1,8 @@
+
+### stablehlo.and::ttnn.and
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[19]>,
Tensor<[19]>,
|ttnn.and|aten::logical_and|5|
+|1|Tensor<[197]>,
Tensor<[197]>,
|ttnn.and|aten::logical_and|5|
diff --git a/docs/ops/stablehlo/stablehlo.broadcast_in_dim.md b/docs/ops/stablehlo/stablehlo.broadcast_in_dim.md
new file mode 100644
index 00000000..1c4c9266
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.broadcast_in_dim.md
@@ -0,0 +1,869 @@
+
+### stablehlo.broadcast_in_dim
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|1|Tensor<[1,32,32,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|2|Scalar,
dims: []
||aten::_safe_softmax|4|
+|3|Tensor<[1,1,32,32]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|4|Tensor<[1,1,1,32]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|5|Tensor<[1,32,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|6|Tensor<[32]>,
dims: [0]
||aten::arange|4|
+|7|Tensor<[1,1,32]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|8|Tensor<[32,128,32]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|9|Tensor<[32,32,128]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|10|Tensor<[32]>,
dims: [1]
||aten::gt.Tensor|4|
+|11|Tensor<[32,1]>,
dims: [0, 1]
||aten::gt.Tensor|4|
+|12|Tensor<[1,32,32,128]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|13|Tensor<[1,32,128,32]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|14|Tensor<[1,32,128]>,
dims: [0, 1, 2]
||aten::mul.Tensor|4|
+|15|Tensor<[1,32,4096]>,
dims: [0, 1, 2]
||aten::mul.Tensor|4|
+|16|Tensor<[4096]>,
dims: [2]
||aten::mul.Tensor|4|
+|17|Tensor<[1,1,32,128]>,
dims: [0, 1, 2, 3]
||aten::mul.Tensor|4|
+|18|Tensor<[1,32]>,
dims: [0, 1]
||aten::triu|4|
+|19|Tensor<[32,32]>,
dims: [0, 1]
||aten::triu|4|
+|20|Tensor<[1,12,7,7]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|21|Tensor<[1,12,7,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|22|Tensor<[7]>,
dims: [0]
||aten::add.Tensor|4|
+|23|Tensor<[1,7,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|24|Tensor<[1,7,768]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|25|Tensor<[768]>,
dims: [2]
||aten::add.Tensor|4|
+|26|Tensor<[7,2304]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|27|Tensor<[2304]>,
dims: [1]
||aten::add.Tensor|4|
+|28|Tensor<[1,1,7,7]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|29|Tensor<[7,768]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|30|Tensor<[768]>,
dims: [1]
||aten::add.Tensor|4|
+|31|Tensor<[7,3072]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|32|Tensor<[3072]>,
dims: [1]
||aten::add.Tensor|4|
+|33|Tensor<[1,7,3072]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|34|Tensor<[1]>,
dims: [0]
||aten::arange|4|
+|35|Tensor<[12,64,7]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|36|Tensor<[12,7,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|37|Tensor<[1,7]>,
dims: [0, 1]
||aten::eq.Scalar|4|
+|38|Tensor<[1,1,1,7]>,
dims: [0, 1, 2, 3]
||aten::expand|4|
+|39|Tensor<[7]>,
dims: [1]
||aten::lt.Tensor|4|
+|40|Tensor<[7,1]>,
dims: [0, 1]
||aten::lt.Tensor|4|
+|41|Tensor<[1,12,7,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|42|Tensor<[1,12,64,7]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|43|Tensor<[2304]>,
dims: [0]
||aten::mul.Tensor|4|
+|44|Tensor<[768]>,
dims: [0]
||aten::mul.Tensor|4|
+|45|Tensor<[3072]>,
dims: [0]
||aten::mul.Tensor|4|
+|46|Tensor<[7,7]>,
dims: [0, 1]
||aten::where.self|4|
+|47|Tensor<[1,32,112,112]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|48|Tensor<[32,1,1]>,
dims: [1, 2, 3]
||aten::add.Tensor|4|
+|49|Tensor<[64]>,
dims: [0]
||aten::add.Tensor|4|
+|50|Tensor<[1,64,112,112]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|51|Tensor<[64,1,1]>,
dims: [1, 2, 3]
||aten::add.Tensor|4|
+|52|Tensor<[1,64,56,56]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|53|Tensor<[128]>,
dims: [0]
||aten::add.Tensor|4|
+|54|Tensor<[1,128,56,56]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|55|Tensor<[128,1,1]>,
dims: [1, 2, 3]
||aten::add.Tensor|4|
+|56|Tensor<[1,128,28,28]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|57|Tensor<[256]>,
dims: [0]
||aten::add.Tensor|4|
+|58|Tensor<[1,256,28,28]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|59|Tensor<[256,1,1]>,
dims: [1, 2, 3]
||aten::add.Tensor|4|
+|60|Tensor<[512]>,
dims: [0]
||aten::add.Tensor|4|
+|61|Tensor<[1,512,28,28]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|62|Tensor<[512,1,1]>,
dims: [1, 2, 3]
||aten::add.Tensor|4|
+|63|Tensor<[1,19,28,28]>,
dims: [0, 1, 2, 3]
||aten::convolution|4|
+|64|Tensor<[19,1,1]>,
dims: [1, 2, 3]
||aten::convolution|4|
+|65|Tensor<[1,38,28,28]>,
dims: [0, 1, 2, 3]
||aten::convolution|4|
+|66|Tensor<[38,1,1]>,
dims: [1, 2, 3]
||aten::convolution|4|
+|67|Tensor<[256,512]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|68|Tensor<[512]>,
dims: [1]
||aten::add.Tensor|4|
+|69|Tensor<[1,256,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|70|Tensor<[1,256,512]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|71|Tensor<[512]>,
dims: [2]
||aten::add.Tensor|4|
+|72|Tensor<[256,256]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|73|Tensor<[256]>,
dims: [1]
||aten::add.Tensor|4|
+|74|Tensor<[1,1000]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|75|Tensor<[1000]>,
dims: [1]
||aten::add.Tensor|4|
+|76|Tensor<[1,1024,512]>,
dims: [0, 1, 2]
||aten::convolution|4|
+|77|Tensor<[1024,1]>,
dims: [1, 2]
||aten::convolution|4|
+|78|Tensor<[256,1]>,
dims: [1, 2]
||aten::convolution|4|
+|79|Tensor<[1,512]>,
dims: [0, 1]
||aten::mean.dim|4|
+|80|Tensor<[1000]>,
dims: [0]
||aten::mul.Tensor|4|
+|81|Tensor<[8,920,920]>,
dims: [0, 1, 2]
||aten::_softmax|4|
+|82|Tensor<[8,920,1]>,
dims: [0, 1, 2]
||aten::_softmax|4|
+|83|Tensor<[8,100,100]>,
dims: [0, 1, 2]
||aten::_softmax|4|
+|84|Tensor<[8,100,1]>,
dims: [0, 1, 2]
||aten::_softmax|4|
+|85|Tensor<[8,100,920]>,
dims: [0, 1, 2]
||aten::_softmax|4|
+|86|Tensor<[1,64,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|87|Tensor<[1,64,360,640]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|88|Tensor<[1,64,180,320]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|89|Tensor<[1,256,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|90|Tensor<[1,256,180,320]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|91|Tensor<[1,128,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|92|Tensor<[1,128,180,320]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|93|Tensor<[1,128,90,160]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|94|Tensor<[1,512,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|95|Tensor<[1,512,90,160]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|96|Tensor<[1,256,90,160]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|97|Tensor<[1,256,45,80]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|98|Tensor<[1,1024,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|99|Tensor<[1,1024,45,80]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|100|Tensor<[1,512,45,80]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|101|Tensor<[1,512,23,40]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|102|Tensor<[1,2048,1,1]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|103|Tensor<[1,2048,23,40]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|104|Tensor<[23]>,
dims: [0]
||aten::add.Tensor|4|
+|105|Tensor<[40]>,
dims: [0]
||aten::add.Tensor|4|
+|106|Tensor<[1,1,40]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|107|Tensor<[1,23,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|108|Tensor<[920,1,256]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|109|Tensor<[256]>,
dims: [2]
||aten::add.Tensor|4|
+|110|Tensor<[920,256]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|111|Tensor<[920,1,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|112|Tensor<[920,2048]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|113|Tensor<[2048]>,
dims: [1]
||aten::add.Tensor|4|
+|114|Tensor<[100,256]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|115|Tensor<[100,1,1]>,
dims: [0, 1, 2]
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dims: [0, 1, 2]
||aten::add.Tensor|4|
+|766|Tensor<[16,128,9]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|767|Tensor<[16,9,128]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|768|Tensor<[1,16,9,128]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|769|Tensor<[1,16,128,9]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|770|Tensor<[8192]>,
dims: [0]
||aten::mul.Tensor|4|
+|771|Tensor<[9,1024]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|772|Tensor<[1,9,1024]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|773|Tensor<[9,4096]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|774|Tensor<[1,9,4096]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|775|Tensor<[16,64,9]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|776|Tensor<[16,9,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|777|Tensor<[1,16,9,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|778|Tensor<[1,16,64,9]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|779|Tensor<[1,64,9,9]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|780|Tensor<[1,64,9,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|781|Tensor<[9,16384]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|782|Tensor<[16384]>,
dims: [1]
||aten::add.Tensor|4|
+|783|Tensor<[1,9,16384]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|784|Tensor<[64,64,9]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|785|Tensor<[64,9,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|786|Tensor<[1,64,9,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|787|Tensor<[1,64,64,9]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|788|Tensor<[16384]>,
dims: [0]
||aten::mul.Tensor|4|
+|789|Tensor<[1,2]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|790|Tensor<[1,12,14,14]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|791|Tensor<[1,12,14,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|792|Tensor<[1,14,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|793|Tensor<[1,14,128]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|794|Tensor<[14,768]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|795|Tensor<[1,1,14,14]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|796|Tensor<[1,14,768]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|797|Tensor<[14,3072]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|798|Tensor<[1,14,3072]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|799|Tensor<[14,2]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|800|Tensor<[12,64,14]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|801|Tensor<[12,14,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|802|Tensor<[1,1,1,14]>,
dims: [0, 1, 2, 3]
||aten::expand|4|
+|803|Tensor<[1,12,14,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|804|Tensor<[1,12,64,14]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|805|Tensor<[1,12,50,50]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|806|Tensor<[1,12,50,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|807|Tensor<[2,8,7,7]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|808|Tensor<[2,8,7,1]>,
dims: [0, 1, 2, 3]
||aten::_safe_softmax|4|
+|809|Tensor<[1,50,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|810|Tensor<[1,50,768]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|811|Tensor<[50,768]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|812|Tensor<[50,3072]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|813|Tensor<[2,7,512]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|814|Tensor<[1,7,512]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|815|Tensor<[2,7,1]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|816|Tensor<[14,512]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|817|Tensor<[2,1,7,7]>,
dims: [0, 1, 2, 3]
||aten::add.Tensor|4|
+|818|Tensor<[14,2048]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|819|Tensor<[12,64,50]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|820|Tensor<[12,50,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|821|Tensor<[16,64,7]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|822|Tensor<[16,7,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|823|Tensor<[2,512]>,
dims: [0, 1]
||aten::div.Tensor|4|
+|824|Tensor<[2,1]>,
dims: [0, 1]
||aten::div.Tensor|4|
+|825|Tensor<[2,1,1,7]>,
dims: [0, 1, 2, 3]
||aten::expand|4|
+|826|Tensor<[1,12,50,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|827|Tensor<[1,12,64,50]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|828|Tensor<[2,8,7,64]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|829|Tensor<[2,8,64,7]>,
dims: [0, 1, 2, 3]
||aten::mul.Scalar|4|
+|830|Tensor<[1,50,3072]>,
dims: [0, 1, 2]
||aten::mul.Tensor|4|
+|831|Tensor<[2,7,2048]>,
dims: [0, 1, 2]
||aten::mul.Tensor|4|
+|832|Tensor<[1,16,197,197]>,
dims: [0, 1, 2, 3]
||aten::_softmax|4|
+|833|Tensor<[1,16,197,1]>,
dims: [0, 1, 2, 3]
||aten::_softmax|4|
+|834|Tensor<[1,197,1024]>,
dims: [0, 1, 2]
||aten::add.Tensor|4|
+|835|Tensor<[197,1024]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|836|Tensor<[27]>,
dims: [0]
||aten::add.Tensor|4|
+|837|Tensor<[27,1]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|838|Tensor<[196,196]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|839|Tensor<[197,4096]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|840|Tensor<[1,1024]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|841|Tensor<[197]>,
dims: [0]
||aten::arange|4|
+|842|Tensor<[16,64,197]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|843|Tensor<[16,197,64]>,
dims: [0, 1, 2]
||aten::bmm|4|
+|844|Tensor<[14,1]>,
dims: [0, 1]
||aten::expand|4|
+|845|Tensor<[1,14]>,
dims: [0, 1]
||aten::expand|4|
+|846|Tensor<[27,1]>,
dims: [2, 3]
||aten::index.Tensor|4|
+|847|Tensor<[27]>,
dims: [3]
||aten::index.Tensor|4|
+|848|Tensor<[1,16,27,27]>,
dims: [0, 1, 2, 3]
||aten::mul.Tensor|4|
+|849|Tensor<[2,196,1]>,
dims: [0, 1, 2]
||aten::sub.Tensor|4|
+|850|Tensor<[2,1,196]>,
dims: [0, 1, 2]
||aten::sub.Tensor|4|
+|851|Tensor<[1,197]>,
dims: [0, 1]
||aten::where.self|4|
+|852|Tensor<[196,197]>,
dims: [0, 1]
||aten::where.self|4|
+|853|Tensor<[197,1]>,
dims: [0, 1]
||aten::where.self|4|
+|854|Tensor<[197,197]>,
dims: [0, 1]
||aten::where.self|4|
+|855|Tensor<[12,1,1]>,
dims: [1, 2, 3]
||aten::index.Tensor|4|
+|856|Tensor<[1,12,27,27]>,
dims: [0, 1, 2, 3]
||aten::mul.Tensor|4|
+|857|Tensor<[1,64]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|858|Tensor<[1,12]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|859|Tensor<[12]>,
dims: [1]
||aten::add.Tensor|4|
+|860|Tensor<[1,784]>,
dims: [0, 1]
||aten::add.Tensor|4|
+|861|Tensor<[784]>,
dims: [1]
||aten::add.Tensor|4|
+|862|Tensor<[784]>,
dims: [0]
||aten::mul.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.ceil.md b/docs/ops/stablehlo/stablehlo.ceil.md
new file mode 100644
index 00000000..785db80d
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.ceil.md
@@ -0,0 +1,7 @@
+
+### stablehlo.ceil::ttnn.ceil
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Scalar,
|ttnn.ceil|aten::arange|4|
diff --git a/docs/ops/stablehlo/stablehlo.clamp.md b/docs/ops/stablehlo/stablehlo.clamp.md
new file mode 100644
index 00000000..ae24c6be
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.clamp.md
@@ -0,0 +1,53 @@
+
+### stablehlo.clamp::ttnn.clamp
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,1024,512]>,
Tensor<[1,1024,512]>,
|ttnn.clamp|aten::gelu|4|
+|1|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
|ttnn.clamp|aten::gelu|4|
+|2|Tensor<[1,10,3072]>,
Tensor<[1,10,3072]>,
|ttnn.clamp|aten::gelu|4|
+|3|Tensor<[1,10,768]>,
Tensor<[1,10,768]>,
|ttnn.clamp|aten::gelu|4|
+|4|Tensor<[1,4096,1280]>,
Tensor<[1,4096,1280]>,
|ttnn.clamp|aten::gelu|4|
+|5|Tensor<[1,1024,2560]>,
Tensor<[1,1024,2560]>,
|ttnn.clamp|aten::gelu|4|
+|6|Tensor<[1,256,5120]>,
Tensor<[1,256,5120]>,
|ttnn.clamp|aten::gelu|4|
+|7|Tensor<[1,64,5120]>,
Tensor<[1,64,5120]>,
|ttnn.clamp|aten::gelu|4|
+|8|Tensor<[1,25,3072]>,
Tensor<[1,25,3072]>,
|ttnn.clamp|aten::gelu|4|
+|9|Tensor<[1,1445,768]>,
Tensor<[1,1445,768]>,
|ttnn.clamp|aten::gelu|4|
+|10|Tensor<[1,3072,8]>,
Tensor<[1,3072,8]>,
|ttnn.clamp|aten::gelu|4|
+|11|Tensor<[1,256,1280]>,
Tensor<[1,256,1280]>,
|ttnn.clamp|aten::gelu|4|
+|12|Tensor<[1,2048,768]>,
Tensor<[1,2048,768]>,
|ttnn.clamp|aten::gelu|4|
+|13|Tensor<[1,201,3072]>,
Tensor<[1,201,3072]>,
|ttnn.clamp|aten::gelu|4|
+|14|Tensor<[1,1536]>,
Tensor<[1,1536]>,
|ttnn.clamp|aten::gelu|4|
+|15|Tensor<[1,19,4096]>,
Tensor<[1,19,4096]>,
|ttnn.clamp|aten::gelu|4|
+|16|Tensor<[1,16,3072]>,
Tensor<[1,16,3072]>,
|ttnn.clamp|aten::gelu|4|
+|17|Scalar,
Tensor<[30]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|18|Scalar,
Tensor<[30,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|19|Scalar,
Tensor<[40]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|20|Scalar,
Tensor<[60]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|21|Scalar,
Tensor<[60,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|22|Scalar,
Tensor<[80]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|23|Scalar,
Tensor<[120]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|24|Scalar,
Tensor<[120,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|25|Scalar,
Tensor<[160]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|26|Scalar,
Tensor<[240]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|27|Scalar,
Tensor<[240,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|28|Scalar,
Tensor<[320]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|29|Scalar,
Tensor<[480]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|30|Scalar,
Tensor<[480,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|31|Scalar,
Tensor<[640]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|32|Tensor<[1,19200,256]>,
Tensor<[1,19200,256]>,
|ttnn.clamp|aten::gelu|4|
+|33|Tensor<[1,4800,512]>,
Tensor<[1,4800,512]>,
|ttnn.clamp|aten::gelu|4|
+|34|Tensor<[1,1200,1280]>,
Tensor<[1,1200,1280]>,
|ttnn.clamp|aten::gelu|4|
+|35|Tensor<[1,300,2048]>,
Tensor<[1,300,2048]>,
|ttnn.clamp|aten::gelu|4|
+|36|Tensor<[1,197,3072]>,
Tensor<[1,197,3072]>,
|ttnn.clamp|aten::gelu|4|
+|37|Scalar,
Tensor<[128]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|38|Scalar,
Tensor<[128,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|39|Tensor<[1,16384,128]>,
Tensor<[1,16384,128]>,
|ttnn.clamp|aten::gelu|4|
+|40|Tensor<[1,4096,256]>,
Tensor<[1,4096,256]>,
|ttnn.clamp|aten::gelu|4|
+|41|Tensor<[1,1024,640]>,
Tensor<[1,1024,640]>,
|ttnn.clamp|aten::gelu|4|
+|42|Tensor<[1,256,1024]>,
Tensor<[1,256,1024]>,
|ttnn.clamp|aten::gelu|4|
+|43|Tensor<[1,7,18176]>,
Tensor<[1,7,18176]>,
|ttnn.clamp|aten::gelu|4|
+|44|Scalar,
Tensor<[27]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|45|Scalar,
Tensor<[27,1]>,
Scalar,
|ttnn.clamp|aten::clamp|4|
+|46|Tensor<[1,197,4096]>,
Tensor<[1,197,4096]>,
|ttnn.clamp|aten::gelu|4|
diff --git a/docs/ops/stablehlo/stablehlo.compare.md b/docs/ops/stablehlo/stablehlo.compare.md
new file mode 100644
index 00000000..dca51bfd
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.compare.md
@@ -0,0 +1,38 @@
+
+### stablehlo.compare::ttnn.?
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.eq|aten::_safe_softmax|4|
+|1|Tensor<[1,1,32,32]>,
Tensor<[1,1,32,32]>,
|ttnn.eq|aten::eq.Scalar|4|
+|2|Tensor<[32,32]>,
Tensor<[32,32]>,
|ttnn.gt|aten::gt.Tensor|4|
+|3|Tensor<[1,12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.eq|aten::_safe_softmax|4|
+|4|Tensor<[1,7]>,
Tensor<[1,7]>,
|ttnn.eq|aten::eq.Scalar|4|
+|5|Tensor<[7,7]>,
Tensor<[7,7]>,
|ttnn.lt|aten::lt.Tensor|4|
+|6|Tensor<[1,12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.eq|aten::_safe_softmax|4|
+|7|Tensor<[1,10]>,
Tensor<[1,10]>,
|ttnn.ne|aten::ne.Scalar|4|
+|8|Tensor<[1,8,4096,4096]>,
Tensor<[1,8,4096,4096]>,
|ttnn.eq|aten::_safe_softmax|4|
+|9|Tensor<[1,8,4096,9]>,
Tensor<[1,8,4096,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|10|Tensor<[1,8,1024,1024]>,
Tensor<[1,8,1024,1024]>,
|ttnn.eq|aten::_safe_softmax|4|
+|11|Tensor<[1,8,1024,9]>,
Tensor<[1,8,1024,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|12|Tensor<[1,8,256,256]>,
Tensor<[1,8,256,256]>,
|ttnn.eq|aten::_safe_softmax|4|
+|13|Tensor<[1,8,256,9]>,
Tensor<[1,8,256,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|14|Tensor<[1,8,64,64]>,
Tensor<[1,8,64,64]>,
|ttnn.eq|aten::_safe_softmax|4|
+|15|Tensor<[1,8,64,9]>,
Tensor<[1,8,64,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|16|Tensor<[1,12,25,25]>,
Tensor<[1,12,25,25]>,
|ttnn.eq|aten::_safe_softmax|4|
+|17|Tensor<[1,3,1445,1445]>,
Tensor<[1,3,1445,1445]>,
|ttnn.eq|aten::_safe_softmax|4|
+|18|Tensor<[19]>,
Tensor<[19]>,
|ttnn.lt|aten::lt.Scalar|4|
+|19|Tensor<[19,19]>,
Tensor<[19,19]>,
|ttnn.lt|aten::lt.Tensor|4|
+|20|Tensor<[1,12,16,16]>,
Tensor<[1,12,16,16]>,
|ttnn.eq|aten::_safe_softmax|4|
+|21|Tensor<[1,12,197,197]>,
Tensor<[1,12,197,197]>,
|ttnn.eq|aten::_safe_softmax|4|
+|22|Tensor<[1,71,7,7]>,
Tensor<[1,71,7,7]>,
|ttnn.eq|aten::_safe_softmax|4|
+|23|Tensor<[1,1,7,7]>,
Tensor<[1,1,7,7]>,
|ttnn.eq|aten::eq.Scalar|4|
+|24|Tensor<[1,12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.eq|aten::_safe_softmax|4|
+|25|Tensor<[1,12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|26|Tensor<[1,16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|27|Tensor<[1,64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.eq|aten::_safe_softmax|4|
+|28|Tensor<[1,12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.eq|aten::_safe_softmax|4|
+|29|Tensor<[1,12,50,50]>,
Tensor<[1,12,50,50]>,
|ttnn.eq|aten::_safe_softmax|4|
+|30|Tensor<[2,8,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.eq|aten::_safe_softmax|4|
+|31|Tensor<[197]>,
Tensor<[197]>,
|ttnn.ge|aten::ge.Scalar|4|
diff --git a/docs/ops/stablehlo/stablehlo.concatenate.md b/docs/ops/stablehlo/stablehlo.concatenate.md
new file mode 100644
index 00000000..847011f3
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.concatenate.md
@@ -0,0 +1,99 @@
+
+### stablehlo.concatenate::ttnn.concat
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,64]>,
Tensor<[1,32,64]>,
dim: 2
|ttnn.concat|aten::cat|5|
+|1|Tensor<[1,32,32,64]>,
Tensor<[1,32,32,64]>,
dim: 3
|ttnn.concat|aten::cat|5|
+|2|Tensor<[1,1]>,
Tensor<[1,1]>,
dim: 1
|ttnn.concat|aten::index.Tensor|4|
+|3|Tensor<[1,128,28,28]>,
Tensor<[1,19,28,28]>,
Tensor<[1,38,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|4|Tensor<[1,23,40,128]>,
Tensor<[1,23,40,128]>,
dim: 3
|ttnn.concat|aten::cat|5|
+|5|Tensor<[1,1,23,40,1]>,
Tensor<[1,1,23,40,1]>,
Tensor<[1,1,23,40,1]>,
Tensor<[1,1,23,40,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|6|Tensor<[1,23,40,64,1]>,
Tensor<[1,23,40,64,1]>,
dim: 4
|ttnn.concat|aten::stack|5|
+|7|Tensor<[1,100,1,256]>,
Tensor<[1,100,1,256]>,
Tensor<[1,100,1,256]>,
Tensor<[1,100,1,256]>,
Tensor<[1,100,1,256]>,
Tensor<[1,100,1,256]>,
dim: 0
|ttnn.concat|aten::stack|5|
+|8|Tensor<[1,160]>,
Tensor<[1,160]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|9|Tensor<[1,1280,8,8]>,
Tensor<[1,1280,8,8]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|10|Tensor<[1,1280,16,16]>,
Tensor<[1,1280,16,16]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|11|Tensor<[1,1280,16,16]>,
Tensor<[1,640,16,16]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|12|Tensor<[1,1280,32,32]>,
Tensor<[1,640,32,32]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|13|Tensor<[1,640,32,32]>,
Tensor<[1,640,32,32]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|14|Tensor<[1,640,32,32]>,
Tensor<[1,320,32,32]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|15|Tensor<[1,640,64,64]>,
Tensor<[1,320,64,64]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|16|Tensor<[1,320,64,64]>,
Tensor<[1,320,64,64]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|17|Tensor<[1,1280,16,16,1]>,
Tensor<[1,1280,16,16,1]>,
Tensor<[1,1280,16,16,1]>,
Tensor<[1,1280,16,16,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|18|Tensor<[1,1280,32,32,1]>,
Tensor<[1,1280,32,32,1]>,
Tensor<[1,1280,32,32,1]>,
Tensor<[1,1280,32,32,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|19|Tensor<[1,640,64,64,1]>,
Tensor<[1,640,64,64,1]>,
Tensor<[1,640,64,64,1]>,
Tensor<[1,640,64,64,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|20|Tensor<[1,1,192]>,
Tensor<[1,1344,192]>,
Tensor<[1,100,192]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|21|Tensor<[1,8,768]>,
Tensor<[1,193,768]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|22|Tensor<[1,8]>,
Tensor<[1,193]>,
dim: 1
|ttnn.concat|aten::cat|4|
+|23|Tensor<[1,1,12,16,1]>,
Tensor<[1,1,12,16,1]>,
Tensor<[1,1,12,16,1]>,
Tensor<[1,1,12,16,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|24|Tensor<[12,16,1]>,
Tensor<[12,16,1]>,
dim: 2
|ttnn.concat|aten::stack|4|
+|25|Tensor<[19,1,1]>,
Tensor<[19,1,1]>,
dim: 2
|ttnn.concat|aten::gather|4|
+|26|Tensor<[1,14,56,56]>,
Tensor<[1,64,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|27|Tensor<[1,14,56,56]>,
Tensor<[1,24,56,56]>,
Tensor<[1,64,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|28|Tensor<[1,14,56,56]>,
Tensor<[1,40,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|29|Tensor<[1,14,56,56]>,
Tensor<[1,24,56,56]>,
Tensor<[1,40,56,56]>,
Tensor<[1,64,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|30|Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
Tensor<[1,68,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|31|Tensor<[1,16,28,28]>,
Tensor<[1,128,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|32|Tensor<[1,16,28,28]>,
Tensor<[1,28,28,28]>,
Tensor<[1,128,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|33|Tensor<[1,16,28,28]>,
Tensor<[1,46,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|34|Tensor<[1,16,28,28]>,
Tensor<[1,28,28,28]>,
Tensor<[1,46,28,28]>,
Tensor<[1,128,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|35|Tensor<[1,16,28,28]>,
Tensor<[1,78,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|36|Tensor<[1,16,28,28]>,
Tensor<[1,28,28,28]>,
Tensor<[1,78,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|37|Tensor<[1,16,28,28]>,
Tensor<[1,28,28,28]>,
Tensor<[1,46,28,28]>,
Tensor<[1,78,28,28]>,
Tensor<[1,128,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|38|Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
Tensor<[1,134,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|39|Tensor<[1,20,28,28]>,
Tensor<[1,256,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|40|Tensor<[1,20,28,28]>,
Tensor<[1,34,28,28]>,
Tensor<[1,256,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|41|Tensor<[1,20,28,28]>,
Tensor<[1,58,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|42|Tensor<[1,20,28,28]>,
Tensor<[1,34,28,28]>,
Tensor<[1,58,28,28]>,
Tensor<[1,256,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|43|Tensor<[1,20,28,28]>,
Tensor<[1,98,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|44|Tensor<[1,20,28,28]>,
Tensor<[1,34,28,28]>,
Tensor<[1,98,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|45|Tensor<[1,20,28,28]>,
Tensor<[1,34,28,28]>,
Tensor<[1,58,28,28]>,
Tensor<[1,98,28,28]>,
Tensor<[1,256,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|46|Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
Tensor<[1,168,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|47|Tensor<[1,40,14,14]>,
Tensor<[1,320,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|48|Tensor<[1,40,14,14]>,
Tensor<[1,68,14,14]>,
Tensor<[1,320,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|49|Tensor<[1,40,14,14]>,
Tensor<[1,116,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|50|Tensor<[1,40,14,14]>,
Tensor<[1,68,14,14]>,
Tensor<[1,116,14,14]>,
Tensor<[1,320,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|51|Tensor<[1,40,14,14]>,
Tensor<[1,196,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|52|Tensor<[1,40,14,14]>,
Tensor<[1,68,14,14]>,
Tensor<[1,196,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|53|Tensor<[1,40,14,14]>,
Tensor<[1,68,14,14]>,
Tensor<[1,116,14,14]>,
Tensor<[1,196,14,14]>,
Tensor<[1,320,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|54|Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
Tensor<[1,334,14,14]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|55|Tensor<[1,160,7,7]>,
Tensor<[1,640,7,7]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|56|Tensor<[1,160,7,7]>,
Tensor<[1,272,7,7]>,
Tensor<[1,640,7,7]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|57|Tensor<[1,160,7,7]>,
Tensor<[1,160,7,7]>,
Tensor<[1,462,7,7]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|58|Tensor<[1,256,32,32]>,
Tensor<[1,512,32,32]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|59|Tensor<[1,128,64,64]>,
Tensor<[1,256,64,64]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|60|Tensor<[1,256,32,32,1]>,
Tensor<[1,256,32,32,1]>,
Tensor<[1,256,32,32,1]>,
Tensor<[1,256,32,32,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|61|Tensor<[1,128,64,64,1]>,
Tensor<[1,128,64,64,1]>,
Tensor<[1,128,64,64,1]>,
Tensor<[1,128,64,64,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|62|Tensor<[1,256,32,32]>,
Tensor<[1,256,32,32]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|63|Tensor<[1,128,64,64]>,
Tensor<[1,128,64,64]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|64|Tensor<[1,64,128,128]>,
Tensor<[1,64,128,128]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|65|Tensor<[1,32,256,256]>,
Tensor<[1,32,256,256]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|66|Tensor<[1,512,28,28]>,
Tensor<[1,512,28,28]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|67|Tensor<[1,256,56,56]>,
Tensor<[1,256,56,56]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|68|Tensor<[1,128,112,112]>,
Tensor<[1,128,112,112]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|69|Tensor<[1,64,224,224]>,
Tensor<[1,64,224,224]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|70|Tensor<[1,64,30,40]>,
Tensor<[1,64,30,40]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|71|Tensor<[1,64,60,80]>,
Tensor<[1,64,60,80]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|72|Tensor<[1,64,120,160]>,
Tensor<[1,64,120,160]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|73|Tensor<[1,64,30,40,1]>,
Tensor<[1,64,30,40,1]>,
Tensor<[1,64,30,40,1]>,
Tensor<[1,64,30,40,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|74|Tensor<[1,64,60,80,1]>,
Tensor<[1,64,60,80,1]>,
Tensor<[1,64,60,80,1]>,
Tensor<[1,64,60,80,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|75|Tensor<[1,64,120,160,1]>,
Tensor<[1,64,120,160,1]>,
Tensor<[1,64,120,160,1]>,
Tensor<[1,64,120,160,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|76|Tensor<[1,64,240,320,1]>,
Tensor<[1,64,240,320,1]>,
Tensor<[1,64,240,320,1]>,
Tensor<[1,64,240,320,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|77|Tensor<[1,64,480,640,1]>,
Tensor<[1,64,480,640,1]>,
Tensor<[1,64,480,640,1]>,
Tensor<[1,64,480,640,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|78|Tensor<[1,1,768]>,
Tensor<[1,196,768]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|79|Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|80|Tensor<[1,256,128,128,1]>,
Tensor<[1,256,128,128,1]>,
Tensor<[1,256,128,128,1]>,
Tensor<[1,256,128,128,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|81|Tensor<[1,7,32]>,
Tensor<[1,7,32]>,
dim: 2
|ttnn.concat|aten::cat|5|
+|82|Tensor<[1,71,7,32]>,
Tensor<[1,71,7,32]>,
dim: 3
|ttnn.concat|aten::cat|5|
+|83|Tensor<[1,1,7,32]>,
Tensor<[1,1,7,32]>,
dim: 3
|ttnn.concat|aten::cat|5|
+|84|Tensor<[1,7,1,64,1]>,
Tensor<[1,7,1,64,1]>,
Tensor<[1,7,1,64,1]>,
Tensor<[1,7,1,64,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|85|Tensor<[1,1,768]>,
Tensor<[1,49,768]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|86|Tensor<[2,1]>,
Tensor<[2,1]>,
dim: 1
|ttnn.concat|aten::index.Tensor|4|
+|87|Tensor<[1,1,1024]>,
Tensor<[1,196,1024]>,
dim: 1
|ttnn.concat|aten::cat|5|
+|88|Tensor<[729,16]>,
Tensor<[3,16]>,
dim: 0
|ttnn.concat|aten::cat|5|
+|89|Tensor<[1,16,27,27,1]>,
Tensor<[1,16,27,27,1]>,
Tensor<[1,16,27,27,1]>,
Tensor<[1,16,27,27,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
+|90|Tensor<[1,14,14]>,
Tensor<[1,14,14]>,
dim: 0
|ttnn.concat|aten::stack|4|
+|91|Tensor<[729,12]>,
Tensor<[3,12]>,
dim: 0
|ttnn.concat|aten::cat|5|
+|92|Tensor<[1,12,27,27,1]>,
Tensor<[1,12,27,27,1]>,
Tensor<[1,12,27,27,1]>,
Tensor<[1,12,27,27,1]>,
dim: 4
|ttnn.concat|aten::index.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.constant.md b/docs/ops/stablehlo/stablehlo.constant.md
new file mode 100644
index 00000000..e91c7cb3
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.constant.md
@@ -0,0 +1,157 @@
+
+### stablehlo.constant
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Scalar,
||aten::_safe_softmax|4|
+|1|Tensor<[32]>,
||aten::arange|4|
+|2|Tensor<[32,1]>,
||aten::triu|4|
+|3|Tensor<[7]>,
||aten::add.Tensor|4|
+|4|Tensor<[1]>,
||aten::arange|4|
+|5|Tensor<[1,7]>,
||aten::eq.Scalar|4|
+|6|Tensor<[64]>,
||aten::reciprocal|5|
+|7|Tensor<[128]>,
||aten::reciprocal|5|
+|8|Tensor<[256]>,
||aten::reciprocal|5|
+|9|Tensor<[512]>,
||aten::reciprocal|5|
+|10|Tensor<[1,32,112,112]>,
||aten::relu|4|
+|11|Tensor<[1,64,112,112]>,
||aten::relu|4|
+|12|Tensor<[1,64,56,56]>,
||aten::relu|4|
+|13|Tensor<[1,128,56,56]>,
||aten::relu|4|
+|14|Tensor<[1,128,28,28]>,
||aten::relu|4|
+|15|Tensor<[1,256,28,28]>,
||aten::relu|4|
+|16|Tensor<[1,512,28,28]>,
||aten::relu|4|
+|17|Tensor<[1,1024,512]>,
||aten::gelu|4|
+|18|Tensor<[1,256,256]>,
||aten::gelu|4|
+|19|Tensor<[1,720,1280]>,
||aten::ones|4|
+|20|Tensor<[1,64,360,640]>,
||aten::relu|4|
+|21|Tensor<[1,64,180,320]>,
||aten::relu|4|
+|22|Tensor<[1,256,180,320]>,
||aten::relu|4|
+|23|Tensor<[1,128,180,320]>,
||aten::relu|4|
+|24|Tensor<[1,128,90,160]>,
||aten::relu|4|
+|25|Tensor<[1,512,90,160]>,
||aten::relu|4|
+|26|Tensor<[1,256,90,160]>,
||aten::relu|4|
+|27|Tensor<[1,256,45,80]>,
||aten::relu|4|
+|28|Tensor<[1,1024,45,80]>,
||aten::relu|4|
+|29|Tensor<[1,512,45,80]>,
||aten::relu|4|
+|30|Tensor<[1,512,23,40]>,
||aten::relu|4|
+|31|Tensor<[1,2048,23,40]>,
||aten::relu|4|
+|32|Tensor<[920,1,2048]>,
||aten::relu|4|
+|33|Tensor<[100,1,2048]>,
||aten::relu|4|
+|34|Tensor<[6,1,100,256]>,
||aten::relu|4|
+|35|Tensor<[1,1]>,
||aten::select_scatter|4|
+|36|Tensor<[1,3,720,1280]>,
||aten::zeros|5|
+|37|Tensor<[1,10]>,
||aten::add.Tensor|5|
+|38|Tensor<[1,10,3072]>,
||aten::gelu|4|
+|39|Tensor<[1,10,768]>,
||aten::gelu|4|
+|40|Tensor<[1,4096,1280]>,
||aten::gelu|4|
+|41|Tensor<[1,1024,2560]>,
||aten::gelu|4|
+|42|Tensor<[1,256,5120]>,
||aten::gelu|4|
+|43|Tensor<[1,64,5120]>,
||aten::gelu|4|
+|44|Tensor<[1280]>,
||aten::index.Tensor|4|
+|45|Tensor<[640]>,
||aten::index.Tensor|4|
+|46|Tensor<[1,25,3072]>,
||aten::gelu|4|
+|47|Tensor<[1,1445,768]>,
||aten::gelu|4|
+|48|Tensor<[1,100,192]>,
||aten::relu|4|
+|49|Tensor<[1,256,14,14]>,
||aten::relu|4|
+|50|Tensor<[1,512,7,7]>,
||aten::relu|4|
+|51|Tensor<[1,3072,8]>,
||aten::gelu|4|
+|52|Tensor<[2048]>,
||aten::arange.start|4|
+|53|Tensor<[1,256,1280]>,
||aten::gelu|4|
+|54|Tensor<[1,2048,768]>,
||aten::gelu|4|
+|55|Tensor<[1024]>,
||aten::reciprocal|5|
+|56|Tensor<[1,256,56,56]>,
||aten::relu|4|
+|57|Tensor<[1,1024,14,14]>,
||aten::relu|4|
+|58|Tensor<[1,512,14,14]>,
||aten::relu|4|
+|59|Tensor<[1,2048,7,7]>,
||aten::relu|4|
+|60|Tensor<[1,193]>,
||aten::full_like|4|
+|61|Tensor<[1,201,3072]>,
||aten::gelu|4|
+|62|Tensor<[1,1536]>,
||aten::gelu|4|
+|63|Tensor<[1,192]>,
||aten::rsub.Scalar|4|
+|64|Tensor<[1,8]>,
||aten::zeros_like|4|
+|65|Tensor<[1,32,26,26]>,
||aten::relu|4|
+|66|Tensor<[1,64,24,24]>,
||aten::relu|4|
+|67|Tensor<[1,128]>,
||aten::relu|4|
+|68|Tensor<[19]>,
||aten::add.Tensor|4|
+|69|Tensor<[1,19]>,
||aten::add.Tensor|4|
+|70|Tensor<[1,19,4096]>,
||aten::gelu|4|
+|71|Tensor<[14]>,
||aten::reciprocal|5|
+|72|Tensor<[24]>,
||aten::reciprocal|5|
+|73|Tensor<[40]>,
||aten::reciprocal|5|
+|74|Tensor<[68]>,
||aten::reciprocal|5|
+|75|Tensor<[16]>,
||aten::reciprocal|5|
+|76|Tensor<[28]>,
||aten::reciprocal|5|
+|77|Tensor<[46]>,
||aten::reciprocal|5|
+|78|Tensor<[78]>,
||aten::reciprocal|5|
+|79|Tensor<[134]>,
||aten::reciprocal|5|
+|80|Tensor<[20]>,
||aten::reciprocal|5|
+|81|Tensor<[34]>,
||aten::reciprocal|5|
+|82|Tensor<[58]>,
||aten::reciprocal|5|
+|83|Tensor<[98]>,
||aten::reciprocal|5|
+|84|Tensor<[168]>,
||aten::reciprocal|5|
+|85|Tensor<[320]>,
||aten::reciprocal|5|
+|86|Tensor<[116]>,
||aten::reciprocal|5|
+|87|Tensor<[196]>,
||aten::reciprocal|5|
+|88|Tensor<[334]>,
||aten::reciprocal|5|
+|89|Tensor<[160]>,
||aten::reciprocal|5|
+|90|Tensor<[272]>,
||aten::reciprocal|5|
+|91|Tensor<[462]>,
||aten::reciprocal|5|
+|92|Tensor<[1,32,256,256]>,
||aten::relu|4|
+|93|Tensor<[1,64,128,128]>,
||aten::relu|4|
+|94|Tensor<[1,128,64,64]>,
||aten::relu|4|
+|95|Tensor<[1,256,32,32]>,
||aten::relu|4|
+|96|Tensor<[1,512,16,16]>,
||aten::relu|4|
+|97|Tensor<[1,16,28,28]>,
||aten::relu|4|
+|98|Tensor<[1,4,14,14]>,
||aten::relu|4|
+|99|Tensor<[1,16,14,14]>,
||aten::relu|4|
+|100|Tensor<[1,32]>,
||aten::sub.Tensor|4|
+|101|Tensor<[1,16,3072]>,
||aten::gelu|4|
+|102|Tensor<[1,64,224,224]>,
||aten::relu|4|
+|103|Tensor<[1,128,112,112]>,
||aten::relu|4|
+|104|Tensor<[30,1]>,
||aten::add.Tensor|4|
+|105|Tensor<[60,1]>,
||aten::add.Tensor|4|
+|106|Tensor<[80]>,
||aten::add.Tensor|4|
+|107|Tensor<[120,1]>,
||aten::add.Tensor|4|
+|108|Tensor<[240,1]>,
||aten::add.Tensor|4|
+|109|Tensor<[480,1]>,
||aten::add.Tensor|4|
+|110|Tensor<[30]>,
||aten::arange|4|
+|111|Tensor<[60]>,
||aten::arange|4|
+|112|Tensor<[120]>,
||aten::arange|4|
+|113|Tensor<[240]>,
||aten::arange|4|
+|114|Tensor<[480]>,
||aten::arange|4|
+|115|Tensor<[1,19200,256]>,
||aten::gelu|4|
+|116|Tensor<[1,4800,512]>,
||aten::gelu|4|
+|117|Tensor<[1,1200,1280]>,
||aten::gelu|4|
+|118|Tensor<[1,300,2048]>,
||aten::gelu|4|
+|119|Tensor<[1,64,30,40]>,
||aten::relu|4|
+|120|Tensor<[1,32,30,40]>,
||aten::relu|4|
+|121|Tensor<[1,64,60,80]>,
||aten::relu|4|
+|122|Tensor<[1,32,60,80]>,
||aten::relu|4|
+|123|Tensor<[1,64,120,160]>,
||aten::relu|4|
+|124|Tensor<[1,32,120,160]>,
||aten::relu|4|
+|125|Tensor<[1,64,480,640]>,
||aten::relu|4|
+|126|Tensor<[1,197,3072]>,
||aten::gelu|4|
+|127|Tensor<[128,1]>,
||aten::add.Tensor|4|
+|128|Tensor<[1,16384,128]>,
||aten::gelu|4|
+|129|Tensor<[1,4096,256]>,
||aten::gelu|4|
+|130|Tensor<[1,1024,640]>,
||aten::gelu|4|
+|131|Tensor<[1,256,1024]>,
||aten::gelu|4|
+|132|Tensor<[1,256,128,128]>,
||aten::relu|4|
+|133|Tensor<[1,7,18176]>,
||aten::gelu|4|
+|134|Tensor<[7,1]>,
||aten::triu|4|
+|135|Tensor<[96]>,
||aten::reciprocal|5|
+|136|Tensor<[144]>,
||aten::reciprocal|5|
+|137|Tensor<[192]>,
||aten::reciprocal|5|
+|138|Tensor<[384]>,
||aten::reciprocal|5|
+|139|Tensor<[576]>,
||aten::reciprocal|5|
+|140|Tensor<[960]>,
||aten::reciprocal|5|
+|141|Tensor<[2]>,
||aten::arange|4|
+|142|Tensor<[27,1]>,
||aten::add.Tensor|4|
+|143|Tensor<[27]>,
||aten::add.Tensor|4|
+|144|Tensor<[196,196]>,
||aten::add.Tensor|4|
+|145|Tensor<[197]>,
||aten::arange|4|
+|146|Tensor<[1,197,4096]>,
||aten::gelu|4|
+|147|Tensor<[197,197]>,
||aten::zeros|4|
+|148|Tensor<[12]>,
||aten::index.Tensor|4|
+|149|Tensor<[1,64]>,
||aten::relu|4|
+|150|Tensor<[1,12]>,
||aten::relu|4|
diff --git a/docs/ops/stablehlo/stablehlo.convert.md b/docs/ops/stablehlo/stablehlo.convert.md
new file mode 100644
index 00000000..58722c0a
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.convert.md
@@ -0,0 +1,572 @@
+
+### stablehlo.convert
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1]>,
||aten::_safe_softmax|4|
+|1|Scalar,
||aten::_safe_softmax|4|
+|2|Tensor<[1,1,1,32]>,
||aten::add.Tensor|4|
+|3|Tensor<[1,1,32,32]>,
||aten::add.Tensor|4|
+|4|Tensor<[1,32,4096]>,
||aten::embedding|4|
+|5|Tensor<[32,32]>,
||aten::mul.Tensor|5|
+|6|Tensor<[1,1,32]>,
||prims::convert_element_type|4|
+|7|Tensor<[1,32,128]>,
||prims::convert_element_type|5|
+|8|Tensor<[1,32,32,128]>,
||prims::convert_element_type|5|
+|9|Tensor<[768]>,
||aten::add.Tensor|4|
+|10|Tensor<[1,1,7,7]>,
||aten::add.Tensor|4|
+|11|Tensor<[1,7,768]>,
||aten::embedding|4|
+|12|Tensor<[7,7]>,
||prims::convert_element_type|5|
+|13|Tensor<[2304]>,
||prims::convert_element_type|5|
+|14|Tensor<[7,768]>,
||prims::convert_element_type|5|
+|15|Tensor<[768,2304]>,
||prims::convert_element_type|5|
+|16|Tensor<[7,2304]>,
||prims::convert_element_type|5|
+|17|Tensor<[1,12,7,64]>,
||prims::convert_element_type|5|
+|18|Tensor<[768,768]>,
||prims::convert_element_type|5|
+|19|Tensor<[3072]>,
||prims::convert_element_type|5|
+|20|Tensor<[768,3072]>,
||prims::convert_element_type|5|
+|21|Tensor<[7,3072]>,
||prims::convert_element_type|5|
+|22|Tensor<[3072,768]>,
||prims::convert_element_type|5|
+|23|Tensor<[1,7]>,
||prims::convert_element_type|5|
+|24|Tensor<[32,1,1]>,
||aten::add.Tensor|4|
+|25|Tensor<[64,1,1]>,
||aten::add.Tensor|4|
+|26|Tensor<[128,1,1]>,
||aten::add.Tensor|4|
+|27|Tensor<[256,1,1]>,
||aten::add.Tensor|4|
+|28|Tensor<[512,1,1]>,
||aten::add.Tensor|4|
+|29|Tensor<[1,32,112,112]>,
||aten::sub.Tensor|4|
+|30|Tensor<[1,64,112,112]>,
||aten::sub.Tensor|4|
+|31|Tensor<[1,64,56,56]>,
||aten::sub.Tensor|4|
+|32|Tensor<[1,128,56,56]>,
||aten::sub.Tensor|4|
+|33|Tensor<[1,128,28,28]>,
||aten::sub.Tensor|4|
+|34|Tensor<[1,256,28,28]>,
||aten::sub.Tensor|4|
+|35|Tensor<[1,512,28,28]>,
||aten::sub.Tensor|4|
+|36|Tensor<[32]>,
||prims::convert_element_type|5|
+|37|Tensor<[64]>,
||prims::convert_element_type|5|
+|38|Tensor<[128]>,
||prims::convert_element_type|5|
+|39|Tensor<[256]>,
||prims::convert_element_type|5|
+|40|Tensor<[512]>,
||prims::convert_element_type|5|
+|41|Tensor<[1,1024,512]>,
||aten::gelu|4|
+|42|Tensor<[1,256,256]>,
||aten::gelu|4|
+|43|Tensor<[1,256,512]>,
||aten::sub.Tensor|4|
+|44|Tensor<[256,768]>,
||prims::convert_element_type|5|
+|45|Tensor<[768,512]>,
||prims::convert_element_type|5|
+|46|Tensor<[256,512]>,
||prims::convert_element_type|5|
+|47|Tensor<[512,256]>,
||prims::convert_element_type|5|
+|48|Tensor<[256,256]>,
||prims::convert_element_type|5|
+|49|Tensor<[1000]>,
||prims::convert_element_type|5|
+|50|Tensor<[1,512]>,
||prims::convert_element_type|5|
+|51|Tensor<[512,1000]>,
||prims::convert_element_type|5|
+|52|Tensor<[1,1000]>,
||prims::convert_element_type|5|
+|53|Tensor<[8,920,920]>,
||aten::_softmax|4|
+|54|Tensor<[8,100,100]>,
||aten::_softmax|4|
+|55|Tensor<[8,100,920]>,
||aten::_softmax|4|
+|56|Tensor<[1,23,40]>,
||aten::cumsum|4|
+|57|Tensor<[920,1,256]>,
||aten::sub.Tensor|4|
+|58|Tensor<[100,1,256]>,
||aten::sub.Tensor|4|
+|59|Tensor<[1,3,720,1280]>,
||aten::zeros|5|
+|60|Tensor<[1,1,720,1280]>,
||prims::convert_element_type|5|
+|61|Tensor<[23]>,
||prims::convert_element_type|4|
+|62|Tensor<[40]>,
||prims::convert_element_type|4|
+|63|Tensor<[1,1,23,40]>,
||prims::convert_element_type|5|
+|64|Tensor<[1,256,23,40]>,
||prims::convert_element_type|5|
+|65|Tensor<[920,256]>,
||prims::convert_element_type|5|
+|66|Tensor<[2048]>,
||prims::convert_element_type|5|
+|67|Tensor<[256,2048]>,
||prims::convert_element_type|5|
+|68|Tensor<[920,2048]>,
||prims::convert_element_type|5|
+|69|Tensor<[2048,256]>,
||prims::convert_element_type|5|
+|70|Tensor<[100,256]>,
||prims::convert_element_type|5|
+|71|Tensor<[100,2048]>,
||prims::convert_element_type|5|
+|72|Tensor<[1,1,10,10]>,
||aten::add.Tensor|4|
+|73|Tensor<[1,10]>,
||aten::cumsum|4|
+|74|Tensor<[1,10,768]>,
||aten::embedding|4|
+|75|Tensor<[1,10,3072]>,
||aten::gelu|4|
+|76|Tensor<[10,768]>,
||prims::convert_element_type|5|
+|77|Tensor<[1,12,10,64]>,
||prims::convert_element_type|5|
+|78|Tensor<[10,3072]>,
||prims::convert_element_type|5|
+|79|Tensor<[250002]>,
||prims::convert_element_type|5|
+|80|Tensor<[768,250002]>,
||prims::convert_element_type|5|
+|81|Tensor<[10,250002]>,
||prims::convert_element_type|5|
+|82|Tensor<[1,320,1,1]>,
||aten::add.Tensor|4|
+|83|Tensor<[320]>,
||aten::add.Tensor|4|
+|84|Tensor<[640]>,
||aten::add.Tensor|4|
+|85|Tensor<[1,640,1,1]>,
||aten::add.Tensor|4|
+|86|Tensor<[1280]>,
||aten::add.Tensor|4|
+|87|Tensor<[1,1280,1,1]>,
||aten::add.Tensor|4|
+|88|Tensor<[1,2560,1,1]>,
||aten::add.Tensor|4|
+|89|Tensor<[1,1920,1,1]>,
||aten::add.Tensor|4|
+|90|Tensor<[1,960,1,1]>,
||aten::add.Tensor|4|
+|91|Tensor<[1,4096,1280]>,
||aten::gelu|4|
+|92|Tensor<[1,1024,2560]>,
||aten::gelu|4|
+|93|Tensor<[1,256,5120]>,
||aten::gelu|4|
+|94|Tensor<[1,64,5120]>,
||aten::gelu|4|
+|95|Tensor<[1,32,10,4096]>,
||aten::sub.Tensor|4|
+|96|Tensor<[1,4096,320]>,
||aten::sub.Tensor|4|
+|97|Tensor<[1,32,10,1024]>,
||aten::sub.Tensor|4|
+|98|Tensor<[1,32,20,1024]>,
||aten::sub.Tensor|4|
+|99|Tensor<[1,1024,640]>,
||aten::sub.Tensor|4|
+|100|Tensor<[1,32,20,256]>,
||aten::sub.Tensor|4|
+|101|Tensor<[1,32,40,256]>,
||aten::sub.Tensor|4|
+|102|Tensor<[1,256,1280]>,
||aten::sub.Tensor|4|
+|103|Tensor<[1,32,40,64]>,
||aten::sub.Tensor|4|
+|104|Tensor<[1,64,1280]>,
||aten::sub.Tensor|4|
+|105|Tensor<[1,32,80,64]>,
||aten::sub.Tensor|4|
+|106|Tensor<[1,32,80,256]>,
||aten::sub.Tensor|4|
+|107|Tensor<[1,32,60,256]>,
||aten::sub.Tensor|4|
+|108|Tensor<[1,32,60,1024]>,
||aten::sub.Tensor|4|
+|109|Tensor<[1,32,40,1024]>,
||aten::sub.Tensor|4|
+|110|Tensor<[1,32,30,1024]>,
||aten::sub.Tensor|4|
+|111|Tensor<[1,32,30,4096]>,
||aten::sub.Tensor|4|
+|112|Tensor<[1,32,20,4096]>,
||aten::sub.Tensor|4|
+|113|Tensor<[1,1]>,
||prims::convert_element_type|4|
+|114|Tensor<[1,320]>,
||prims::convert_element_type|5|
+|115|Tensor<[320,1280]>,
||prims::convert_element_type|5|
+|116|Tensor<[1,1280]>,
||prims::convert_element_type|5|
+|117|Tensor<[1280,1280]>,
||prims::convert_element_type|5|
+|118|Tensor<[1,320,64,64]>,
||prims::convert_element_type|5|
+|119|Tensor<[1280,320]>,
||prims::convert_element_type|5|
+|120|Tensor<[1,8,4096,40]>,
||prims::convert_element_type|5|
+|121|Tensor<[4096,320]>,
||prims::convert_element_type|5|
+|122|Tensor<[320,320]>,
||prims::convert_element_type|5|
+|123|Tensor<[1,8,9,40]>,
||prims::convert_element_type|5|
+|124|Tensor<[2560]>,
||prims::convert_element_type|5|
+|125|Tensor<[320,2560]>,
||prims::convert_element_type|5|
+|126|Tensor<[4096,2560]>,
||prims::convert_element_type|5|
+|127|Tensor<[4096,1280]>,
||prims::convert_element_type|5|
+|128|Tensor<[1,320,32,32]>,
||prims::convert_element_type|5|
+|129|Tensor<[1280,640]>,
||prims::convert_element_type|5|
+|130|Tensor<[1,640]>,
||prims::convert_element_type|5|
+|131|Tensor<[1,640,32,32]>,
||prims::convert_element_type|5|
+|132|Tensor<[1,8,1024,80]>,
||prims::convert_element_type|5|
+|133|Tensor<[1024,640]>,
||prims::convert_element_type|5|
+|134|Tensor<[640,640]>,
||prims::convert_element_type|5|
+|135|Tensor<[1,8,9,80]>,
||prims::convert_element_type|5|
+|136|Tensor<[5120]>,
||prims::convert_element_type|5|
+|137|Tensor<[640,5120]>,
||prims::convert_element_type|5|
+|138|Tensor<[1024,5120]>,
||prims::convert_element_type|5|
+|139|Tensor<[1024,2560]>,
||prims::convert_element_type|5|
+|140|Tensor<[2560,640]>,
||prims::convert_element_type|5|
+|141|Tensor<[1,640,16,16]>,
||prims::convert_element_type|5|
+|142|Tensor<[1,1280,16,16]>,
||prims::convert_element_type|5|
+|143|Tensor<[1,8,256,160]>,
||prims::convert_element_type|5|
+|144|Tensor<[256,1280]>,
||prims::convert_element_type|5|
+|145|Tensor<[1,8,9,160]>,
||prims::convert_element_type|5|
+|146|Tensor<[10240]>,
||prims::convert_element_type|5|
+|147|Tensor<[1280,10240]>,
||prims::convert_element_type|5|
+|148|Tensor<[256,10240]>,
||prims::convert_element_type|5|
+|149|Tensor<[256,5120]>,
||prims::convert_element_type|5|
+|150|Tensor<[5120,1280]>,
||prims::convert_element_type|5|
+|151|Tensor<[1,1280,8,8]>,
||prims::convert_element_type|5|
+|152|Tensor<[1,8,64,160]>,
||prims::convert_element_type|5|
+|153|Tensor<[64,1280]>,
||prims::convert_element_type|5|
+|154|Tensor<[64,10240]>,
||prims::convert_element_type|5|
+|155|Tensor<[64,5120]>,
||prims::convert_element_type|5|
+|156|Tensor<[1,2560,8,8]>,
||prims::convert_element_type|5|
+|157|Tensor<[16]>,
||prims::convert_element_type|4|
+|158|Tensor<[1,2560,16,16]>,
||prims::convert_element_type|5|
+|159|Tensor<[1,1920,16,16]>,
||prims::convert_element_type|5|
+|160|Tensor<[1,1280,32,32]>,
||prims::convert_element_type|5|
+|161|Tensor<[1,1920,32,32]>,
||prims::convert_element_type|5|
+|162|Tensor<[1,960,32,32]>,
||prims::convert_element_type|5|
+|163|Tensor<[1,640,64,64]>,
||prims::convert_element_type|5|
+|164|Tensor<[1,960,64,64]>,
||prims::convert_element_type|5|
+|165|Tensor<[1,1,25,25]>,
||aten::add.Tensor|4|
+|166|Tensor<[1,25,768]>,
||aten::embedding|4|
+|167|Tensor<[1,25,3072]>,
||aten::gelu|4|
+|168|Tensor<[25,768]>,
||prims::convert_element_type|5|
+|169|Tensor<[1,12,25,64]>,
||prims::convert_element_type|5|
+|170|Tensor<[25,3072]>,
||prims::convert_element_type|5|
+|171|Tensor<[2]>,
||prims::convert_element_type|5|
+|172|Tensor<[768,2]>,
||prims::convert_element_type|5|
+|173|Tensor<[25,2]>,
||prims::convert_element_type|5|
+|174|Tensor<[1,768]>,
||prims::convert_element_type|5|
+|175|Tensor<[768,1]>,
||prims::convert_element_type|5|
+|176|Tensor<[192]>,
||aten::add.Tensor|4|
+|177|Tensor<[1,1445,768]>,
||aten::gelu|4|
+|178|Tensor<[1,1445,192]>,
||aten::sub.Tensor|4|
+|179|Tensor<[1445,192]>,
||prims::convert_element_type|5|
+|180|Tensor<[192,192]>,
||prims::convert_element_type|5|
+|181|Tensor<[1,3,1445,64]>,
||prims::convert_element_type|5|
+|182|Tensor<[192,768]>,
||prims::convert_element_type|5|
+|183|Tensor<[1445,768]>,
||prims::convert_element_type|5|
+|184|Tensor<[768,192]>,
||prims::convert_element_type|5|
+|185|Tensor<[100,192]>,
||prims::convert_element_type|5|
+|186|Tensor<[92]>,
||prims::convert_element_type|5|
+|187|Tensor<[192,92]>,
||prims::convert_element_type|5|
+|188|Tensor<[100,92]>,
||prims::convert_element_type|5|
+|189|Tensor<[4]>,
||prims::convert_element_type|5|
+|190|Tensor<[192,4]>,
||prims::convert_element_type|5|
+|191|Tensor<[100,4]>,
||prims::convert_element_type|5|
+|192|Tensor<[1,256,14,14]>,
||aten::sub.Tensor|4|
+|193|Tensor<[1,512,7,7]>,
||aten::sub.Tensor|4|
+|194|Tensor<[1,12,8,8]>,
||aten::_softmax|4|
+|195|Tensor<[1,8,768]>,
||aten::embedding|4|
+|196|Tensor<[1,3072,8]>,
||aten::gelu|4|
+|197|Tensor<[1,1,1,8]>,
||prims::convert_element_type|4|
+|198|Tensor<[3]>,
||prims::convert_element_type|5|
+|199|Tensor<[768,3]>,
||prims::convert_element_type|5|
+|200|Tensor<[1,3]>,
||prims::convert_element_type|5|
+|201|Tensor<[1,8,256,2048]>,
||aten::_softmax|4|
+|202|Tensor<[1,8,256,256]>,
||aten::_softmax|4|
+|203|Tensor<[1,8,2048,256]>,
||aten::_softmax|4|
+|204|Tensor<[1,2048,768]>,
||aten::embedding|4|
+|205|Tensor<[2048,768]>,
||aten::embedding|4|
+|206|Tensor<[1,1,1,2048]>,
||prims::convert_element_type|4|
+|207|Tensor<[1280,256]>,
||prims::convert_element_type|5|
+|208|Tensor<[768,256]>,
||prims::convert_element_type|5|
+|209|Tensor<[768,1280]>,
||prims::convert_element_type|5|
+|210|Tensor<[2048,1280]>,
||prims::convert_element_type|5|
+|211|Tensor<[1280,768]>,
||prims::convert_element_type|5|
+|212|Tensor<[1024,1,1]>,
||aten::add.Tensor|4|
+|213|Tensor<[2048,1,1]>,
||aten::add.Tensor|4|
+|214|Tensor<[1,256,56,56]>,
||aten::sub.Tensor|4|
+|215|Tensor<[1,1024,14,14]>,
||aten::sub.Tensor|4|
+|216|Tensor<[1,512,14,14]>,
||aten::sub.Tensor|4|
+|217|Tensor<[1,2048,7,7]>,
||aten::sub.Tensor|4|
+|218|Tensor<[1024]>,
||prims::convert_element_type|5|
+|219|Tensor<[1,2048]>,
||prims::convert_element_type|5|
+|220|Tensor<[2048,1000]>,
||prims::convert_element_type|5|
+|221|Tensor<[1,12,201,201]>,
||aten::_softmax|4|
+|222|Tensor<[1,193,768]>,
||aten::embedding|4|
+|223|Tensor<[1,201,3072]>,
||aten::gelu|4|
+|224|Tensor<[1,1536]>,
||aten::gelu|4|
+|225|Tensor<[1536]>,
||aten::mul.Tensor|4|
+|226|Tensor<[1,201,768]>,
||aten::sub.Tensor|4|
+|227|Tensor<[1,1,384,512]>,
||prims::convert_element_type|4|
+|228|Tensor<[12]>,
||prims::convert_element_type|4|
+|229|Tensor<[1,1,12,16]>,
||prims::convert_element_type|4|
+|230|Tensor<[1,1,1,201]>,
||prims::convert_element_type|4|
+|231|Tensor<[201,768]>,
||prims::convert_element_type|5|
+|232|Tensor<[201,3072]>,
||prims::convert_element_type|5|
+|233|Tensor<[768,1536]>,
||prims::convert_element_type|5|
+|234|Tensor<[3129]>,
||prims::convert_element_type|5|
+|235|Tensor<[1536,3129]>,
||prims::convert_element_type|5|
+|236|Tensor<[1,3129]>,
||prims::convert_element_type|5|
+|237|Tensor<[1,9216]>,
||prims::convert_element_type|5|
+|238|Tensor<[9216,128]>,
||prims::convert_element_type|5|
+|239|Tensor<[1,128]>,
||prims::convert_element_type|5|
+|240|Tensor<[10]>,
||prims::convert_element_type|5|
+|241|Tensor<[128,10]>,
||prims::convert_element_type|5|
+|242|Tensor<[16,19,19]>,
||aten::_softmax|4|
+|243|Tensor<[1,19,1024]>,
||aten::embedding|4|
+|244|Tensor<[19]>,
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+|544|Tensor<[197]>,
||aten::floor_divide|4|
+|545|Tensor<[1,197,4096]>,
||aten::gelu|4|
+|546|Tensor<[1,197,1024]>,
||aten::sub.Tensor|4|
+|547|Tensor<[27]>,
||aten::sub.Tensor|4|
+|548|Tensor<[27,1]>,
||aten::sub.Tensor|4|
+|549|Tensor<[197,1024]>,
||prims::convert_element_type|5|
+|550|Tensor<[1,16,27,27]>,
||prims::convert_element_type|5|
+|551|Tensor<[197,4096]>,
||prims::convert_element_type|5|
+|552|Tensor<[1,12,197,197]>,
||aten::_softmax|4|
+|553|Tensor<[1,12,27,27]>,
||prims::convert_element_type|5|
+|554|Tensor<[1,784]>,
||prims::convert_element_type|5|
+|555|Tensor<[784,128]>,
||prims::convert_element_type|5|
+|556|Tensor<[128,64]>,
||prims::convert_element_type|5|
+|557|Tensor<[1,64]>,
||prims::convert_element_type|5|
+|558|Tensor<[64,12]>,
||prims::convert_element_type|5|
+|559|Tensor<[1,12]>,
||prims::convert_element_type|5|
+|560|Tensor<[12,3]>,
||prims::convert_element_type|5|
+|561|Tensor<[3,12]>,
||prims::convert_element_type|5|
+|562|Tensor<[12,64]>,
||prims::convert_element_type|5|
+|563|Tensor<[64,128]>,
||prims::convert_element_type|5|
+|564|Tensor<[784]>,
||prims::convert_element_type|5|
+|565|Tensor<[128,784]>,
||prims::convert_element_type|5|
diff --git a/docs/ops/stablehlo/stablehlo.convolution.md b/docs/ops/stablehlo/stablehlo.convolution.md
new file mode 100644
index 00000000..df245bdc
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.convolution.md
@@ -0,0 +1,311 @@
+
+### stablehlo.convolution::ttnn.conv2d
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,3,224,224]>,
Tensor<[32,3,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|1|Tensor<[1,32,112,112]>,
Tensor<[32,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 32
|ttnn.conv2d|aten::convolution|5|
+|2|Tensor<[1,32,112,112]>,
Tensor<[64,32,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|3|Tensor<[1,64,112,112]>,
Tensor<[64,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 64
|ttnn.conv2d|aten::convolution|5|
+|4|Tensor<[1,64,56,56]>,
Tensor<[128,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|5|Tensor<[1,128,56,56]>,
Tensor<[128,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 128
|ttnn.conv2d|aten::convolution|5|
+|6|Tensor<[1,128,56,56]>,
Tensor<[128,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|7|Tensor<[1,128,56,56]>,
Tensor<[128,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 128
|ttnn.conv2d|aten::convolution|5|
+|8|Tensor<[1,128,28,28]>,
Tensor<[256,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|9|Tensor<[1,256,28,28]>,
Tensor<[256,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 256
|ttnn.conv2d|aten::convolution|5|
+|10|Tensor<[1,256,28,28]>,
Tensor<[256,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|11|Tensor<[1,256,28,28]>,
Tensor<[512,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|12|Tensor<[1,512,28,28]>,
Tensor<[512,1,3,3]>,
stride: [1, 1]
pad: [[2, 2], [2, 2]]
rhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 512
|ttnn.conv2d|aten::convolution|5|
+|13|Tensor<[1,512,28,28]>,
Tensor<[512,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|14|Tensor<[1,512,28,28]>,
Tensor<[512,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 512
|ttnn.conv2d|aten::convolution|5|
+|15|Tensor<[1,512,28,28]>,
Tensor<[128,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|16|Tensor<[1,128,28,28]>,
Tensor<[128,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 128
|ttnn.conv2d|aten::convolution|5|
+|17|Tensor<[1,128,28,28]>,
Tensor<[128,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|18|Tensor<[1,128,28,28]>,
Tensor<[128,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|19|Tensor<[1,128,28,28]>,
Tensor<[512,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|20|Tensor<[1,512,28,28]>,
Tensor<[19,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|21|Tensor<[1,512,28,28]>,
Tensor<[38,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|22|Tensor<[1,185,28,28]>,
Tensor<[128,185,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|23|Tensor<[1,128,28,28]>,
Tensor<[128,128,3,3]>,
stride: [1, 1]
pad: [[2, 2], [2, 2]]
rhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|24|Tensor<[1,128,28,28]>,
Tensor<[19,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|25|Tensor<[1,128,28,28]>,
Tensor<[38,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|26|Tensor<[1,256,512]>,
Tensor<[1024,256,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|27|Tensor<[1,1024,512]>,
Tensor<[256,1024,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|28|Tensor<[1,3,720,1280]>,
Tensor<[64,3,7,7]>,
stride: [2, 2]
pad: [[3, 3], [3, 3]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|29|Tensor<[1,64,180,320]>,
Tensor<[64,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|30|Tensor<[1,64,180,320]>,
Tensor<[64,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|31|Tensor<[1,64,180,320]>,
Tensor<[256,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|32|Tensor<[1,256,180,320]>,
Tensor<[64,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|33|Tensor<[1,256,180,320]>,
Tensor<[128,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|34|Tensor<[1,128,180,320]>,
Tensor<[128,128,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|35|Tensor<[1,128,90,160]>,
Tensor<[512,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|36|Tensor<[1,256,180,320]>,
Tensor<[512,256,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|37|Tensor<[1,512,90,160]>,
Tensor<[128,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|38|Tensor<[1,128,90,160]>,
Tensor<[128,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|39|Tensor<[1,512,90,160]>,
Tensor<[256,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|40|Tensor<[1,256,90,160]>,
Tensor<[256,256,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|41|Tensor<[1,256,45,80]>,
Tensor<[1024,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|42|Tensor<[1,512,90,160]>,
Tensor<[1024,512,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|43|Tensor<[1,1024,45,80]>,
Tensor<[256,1024,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|44|Tensor<[1,256,45,80]>,
Tensor<[256,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|45|Tensor<[1,1024,45,80]>,
Tensor<[512,1024,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|46|Tensor<[1,512,45,80]>,
Tensor<[512,512,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|47|Tensor<[1,512,23,40]>,
Tensor<[2048,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|48|Tensor<[1,1024,45,80]>,
Tensor<[2048,1024,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|49|Tensor<[1,2048,23,40]>,
Tensor<[512,2048,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|50|Tensor<[1,512,23,40]>,
Tensor<[512,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|51|Tensor<[1,2048,23,40]>,
Tensor<[256,2048,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|52|Tensor<[1,4,64,64]>,
Tensor<[320,4,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|53|Tensor<[1,320,64,64]>,
Tensor<[320,320,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|54|Tensor<[1,320,64,64]>,
Tensor<[320,320,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|55|Tensor<[1,320,64,64]>,
Tensor<[320,320,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|56|Tensor<[1,320,32,32]>,
Tensor<[640,320,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|57|Tensor<[1,640,32,32]>,
Tensor<[640,640,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|58|Tensor<[1,320,32,32]>,
Tensor<[640,320,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|59|Tensor<[1,640,32,32]>,
Tensor<[640,640,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|60|Tensor<[1,640,32,32]>,
Tensor<[640,640,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|61|Tensor<[1,640,16,16]>,
Tensor<[1280,640,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|62|Tensor<[1,1280,16,16]>,
Tensor<[1280,1280,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|63|Tensor<[1,640,16,16]>,
Tensor<[1280,640,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|64|Tensor<[1,1280,16,16]>,
Tensor<[1280,1280,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|65|Tensor<[1,1280,16,16]>,
Tensor<[1280,1280,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|66|Tensor<[1,1280,8,8]>,
Tensor<[1280,1280,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|67|Tensor<[1,1280,8,8]>,
Tensor<[1280,1280,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|68|Tensor<[1,2560,8,8]>,
Tensor<[1280,2560,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|69|Tensor<[1,2560,8,8]>,
Tensor<[1280,2560,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|70|Tensor<[1,2560,16,16]>,
Tensor<[1280,2560,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|71|Tensor<[1,2560,16,16]>,
Tensor<[1280,2560,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|72|Tensor<[1,1920,16,16]>,
Tensor<[1280,1920,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|73|Tensor<[1,1920,16,16]>,
Tensor<[1280,1920,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|74|Tensor<[1,1280,32,32]>,
Tensor<[1280,1280,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|75|Tensor<[1,1920,32,32]>,
Tensor<[640,1920,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|76|Tensor<[1,1920,32,32]>,
Tensor<[640,1920,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|77|Tensor<[1,1280,32,32]>,
Tensor<[640,1280,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|78|Tensor<[1,1280,32,32]>,
Tensor<[640,1280,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|79|Tensor<[1,960,32,32]>,
Tensor<[640,960,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|80|Tensor<[1,960,32,32]>,
Tensor<[640,960,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|81|Tensor<[1,640,64,64]>,
Tensor<[640,640,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|82|Tensor<[1,960,64,64]>,
Tensor<[320,960,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|83|Tensor<[1,960,64,64]>,
Tensor<[320,960,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|84|Tensor<[1,640,64,64]>,
Tensor<[320,640,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|85|Tensor<[1,640,64,64]>,
Tensor<[320,640,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|86|Tensor<[1,320,64,64]>,
Tensor<[4,320,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|87|Tensor<[1,3,512,672]>,
Tensor<[192,3,16,16]>,
stride: [16, 16]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|88|Tensor<[1,3,224,224]>,
Tensor<[64,3,7,7]>,
stride: [2, 2]
pad: [[3, 3], [3, 3]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|89|Tensor<[1,64,56,56]>,
Tensor<[64,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|90|Tensor<[1,64,56,56]>,
Tensor<[128,64,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|91|Tensor<[1,64,56,56]>,
Tensor<[128,64,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|92|Tensor<[1,128,28,28]>,
Tensor<[256,128,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|93|Tensor<[1,256,14,14]>,
Tensor<[256,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|94|Tensor<[1,128,28,28]>,
Tensor<[256,128,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|95|Tensor<[1,256,14,14]>,
Tensor<[512,256,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|96|Tensor<[1,512,7,7]>,
Tensor<[512,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|97|Tensor<[1,256,14,14]>,
Tensor<[512,256,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|98|Tensor<[1,768,8]>,
Tensor<[768,192,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 4
|ttnn.conv2d|aten::convolution|4|
+|99|Tensor<[1,768,8]>,
Tensor<[768,768,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|100|Tensor<[1,768,8]>,
Tensor<[3072,192,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 4
|ttnn.conv2d|aten::convolution|4|
+|101|Tensor<[1,3072,8]>,
Tensor<[768,768,1]>,
stride: [1]
pad: [[0, 0]]
rhs_dilate: [1]
batch_group_count: 1
feature_group_count: 4
|ttnn.conv2d|aten::convolution|4|
+|102|Tensor<[1,64,56,56]>,
Tensor<[64,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|103|Tensor<[1,64,56,56]>,
Tensor<[256,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|104|Tensor<[1,256,56,56]>,
Tensor<[64,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|105|Tensor<[1,256,56,56]>,
Tensor<[128,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|106|Tensor<[1,128,56,56]>,
Tensor<[128,128,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|107|Tensor<[1,256,56,56]>,
Tensor<[512,256,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|108|Tensor<[1,512,28,28]>,
Tensor<[256,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|109|Tensor<[1,256,28,28]>,
Tensor<[256,256,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|110|Tensor<[1,256,14,14]>,
Tensor<[1024,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|111|Tensor<[1,512,28,28]>,
Tensor<[1024,512,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|112|Tensor<[1,1024,14,14]>,
Tensor<[256,1024,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|113|Tensor<[1,1024,14,14]>,
Tensor<[512,1024,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|114|Tensor<[1,512,14,14]>,
Tensor<[512,512,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[2048,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[2048,1024,1,1]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[512,2048,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[768,3,32,32]>,
stride: [32, 32]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
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Tensor<[32,1,3,3]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
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Tensor<[64,32,3,3]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
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Tensor<[64,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[14,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[24,78,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[14,24,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[40,102,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[14,40,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[24,54,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[68,142,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[128,124,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[16,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[28,144,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[16,28,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[46,172,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[16,46,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[28,62,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[78,218,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[16,78,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[28,94,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[46,122,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[134,296,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[256,262,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[20,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[34,276,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[20,34,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[58,310,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[20,58,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[34,78,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[98,368,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[20,98,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[34,118,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[58,152,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
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Tensor<[168,466,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[40,320,3,3]>,
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[68,360,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[40,68,3,3]>,
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[116,428,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[40,116,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[68,156,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[196,544,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[40,196,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[68,236,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[116,304,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[334,740,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[640,654,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[160,640,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[272,800,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[160,272,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[462,1072,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[1024,782,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[32,3,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[64,32,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[32,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[64,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,64,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[64,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[256,128,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[256,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[512,256,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[256,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[512,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[1024,512,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[512,1024,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[1024,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[255,1024,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[256,512,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[256,768,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[255,512,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,256,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,384,1,1]>,
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[64,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[128,64,3,3]>,
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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rhs_dilate: [1, 1]
batch_group_count: 1
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rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
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rhs_dilate: [1, 1]
batch_group_count: 1
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rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
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stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[16,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[4,16,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[2,2,16,4]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
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stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
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Tensor<[64,3,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
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Tensor<[64,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[128,64,3,3]>,
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pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[128,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[256,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[256,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[512,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[512,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[1024,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[1024,1024,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[2,2,512,1024]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
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Tensor<[512,1024,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[2,2,256,512]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
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Tensor<[256,512,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
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Tensor<[2,2,128,256]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|232|Tensor<[1,256,112,112]>,
Tensor<[128,256,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|233|Tensor<[1,128,112,112]>,
Tensor<[2,2,64,128]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
lhs_dilate: [2, 2]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|234|Tensor<[1,128,224,224]>,
Tensor<[64,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|235|Tensor<[1,64,224,224]>,
Tensor<[1,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|236|Tensor<[1,3,480,640]>,
Tensor<[64,3,7,7]>,
stride: [4, 4]
pad: [[3, 3], [3, 3]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|237|Tensor<[1,64,120,160]>,
Tensor<[64,64,8,8]>,
stride: [8, 8]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|238|Tensor<[1,256,120,160]>,
Tensor<[256,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 256
|ttnn.conv2d|aten::convolution|4|
+|239|Tensor<[1,64,120,160]>,
Tensor<[128,64,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|240|Tensor<[1,128,60,80]>,
Tensor<[128,128,4,4]>,
stride: [4, 4]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|241|Tensor<[1,512,60,80]>,
Tensor<[512,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 512
|ttnn.conv2d|aten::convolution|4|
+|242|Tensor<[1,128,60,80]>,
Tensor<[320,128,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|243|Tensor<[1,320,30,40]>,
Tensor<[320,320,2,2]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|244|Tensor<[1,1280,30,40]>,
Tensor<[1280,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1280
|ttnn.conv2d|aten::convolution|4|
+|245|Tensor<[1,320,30,40]>,
Tensor<[512,320,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|246|Tensor<[1,2048,15,20]>,
Tensor<[2048,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 2048
|ttnn.conv2d|aten::convolution|4|
+|247|Tensor<[1,512,15,20]>,
Tensor<[64,512,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|248|Tensor<[1,320,30,40]>,
Tensor<[64,320,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|249|Tensor<[1,128,30,40]>,
Tensor<[64,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|250|Tensor<[1,64,30,40]>,
Tensor<[32,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|251|Tensor<[1,32,30,40]>,
Tensor<[2,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|252|Tensor<[1,128,60,80]>,
Tensor<[64,128,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|253|Tensor<[1,128,60,80]>,
Tensor<[64,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|254|Tensor<[1,64,60,80]>,
Tensor<[32,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|255|Tensor<[1,32,60,80]>,
Tensor<[2,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|256|Tensor<[1,128,120,160]>,
Tensor<[64,128,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|257|Tensor<[1,64,120,160]>,
Tensor<[32,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|258|Tensor<[1,32,120,160]>,
Tensor<[2,32,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|259|Tensor<[1,64,480,640]>,
Tensor<[64,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|260|Tensor<[1,64,480,640]>,
Tensor<[1,64,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|261|Tensor<[1,3,224,224]>,
Tensor<[768,3,16,16]>,
stride: [16, 16]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|262|Tensor<[1,3,512,512]>,
Tensor<[32,3,7,7]>,
stride: [4, 4]
pad: [[3, 3], [3, 3]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|263|Tensor<[1,32,128,128]>,
Tensor<[32,32,8,8]>,
stride: [8, 8]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|264|Tensor<[1,128,128,128]>,
Tensor<[128,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 128
|ttnn.conv2d|aten::convolution|4|
+|265|Tensor<[1,32,128,128]>,
Tensor<[64,32,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|266|Tensor<[1,64,64,64]>,
Tensor<[64,64,4,4]>,
stride: [4, 4]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|267|Tensor<[1,256,64,64]>,
Tensor<[256,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 256
|ttnn.conv2d|aten::convolution|4|
+|268|Tensor<[1,64,64,64]>,
Tensor<[160,64,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|269|Tensor<[1,160,32,32]>,
Tensor<[160,160,2,2]>,
stride: [2, 2]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|270|Tensor<[1,640,32,32]>,
Tensor<[640,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 640
|ttnn.conv2d|aten::convolution|4|
+|271|Tensor<[1,160,32,32]>,
Tensor<[256,160,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|272|Tensor<[1,1024,16,16]>,
Tensor<[1024,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1024
|ttnn.conv2d|aten::convolution|4|
+|273|Tensor<[1,1024,128,128]>,
Tensor<[256,1024,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|274|Tensor<[1,256,128,128]>,
Tensor<[150,256,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
+|275|Tensor<[1,32,112,112]>,
Tensor<[16,32,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|276|Tensor<[1,16,112,112]>,
Tensor<[96,16,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|277|Tensor<[1,96,112,112]>,
Tensor<[96,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 96
|ttnn.conv2d|aten::convolution|5|
+|278|Tensor<[1,96,56,56]>,
Tensor<[24,96,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|279|Tensor<[1,24,56,56]>,
Tensor<[144,24,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|280|Tensor<[1,144,56,56]>,
Tensor<[144,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 144
|ttnn.conv2d|aten::convolution|5|
+|281|Tensor<[1,144,56,56]>,
Tensor<[24,144,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|282|Tensor<[1,144,56,56]>,
Tensor<[144,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 144
|ttnn.conv2d|aten::convolution|5|
+|283|Tensor<[1,144,28,28]>,
Tensor<[32,144,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|284|Tensor<[1,32,28,28]>,
Tensor<[192,32,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|285|Tensor<[1,192,28,28]>,
Tensor<[192,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 192
|ttnn.conv2d|aten::convolution|5|
+|286|Tensor<[1,192,28,28]>,
Tensor<[32,192,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|287|Tensor<[1,192,28,28]>,
Tensor<[192,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 192
|ttnn.conv2d|aten::convolution|5|
+|288|Tensor<[1,192,14,14]>,
Tensor<[64,192,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|289|Tensor<[1,64,14,14]>,
Tensor<[384,64,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|290|Tensor<[1,384,14,14]>,
Tensor<[384,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 384
|ttnn.conv2d|aten::convolution|5|
+|291|Tensor<[1,384,14,14]>,
Tensor<[64,384,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|292|Tensor<[1,384,14,14]>,
Tensor<[96,384,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|293|Tensor<[1,96,14,14]>,
Tensor<[576,96,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|294|Tensor<[1,576,14,14]>,
Tensor<[576,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 576
|ttnn.conv2d|aten::convolution|5|
+|295|Tensor<[1,576,14,14]>,
Tensor<[96,576,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|296|Tensor<[1,576,14,14]>,
Tensor<[576,1,3,3]>,
stride: [2, 2]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 576
|ttnn.conv2d|aten::convolution|5|
+|297|Tensor<[1,576,7,7]>,
Tensor<[160,576,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|298|Tensor<[1,160,7,7]>,
Tensor<[960,160,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|299|Tensor<[1,960,7,7]>,
Tensor<[960,1,3,3]>,
stride: [1, 1]
pad: [[1, 1], [1, 1]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 960
|ttnn.conv2d|aten::convolution|5|
+|300|Tensor<[1,960,7,7]>,
Tensor<[160,960,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|301|Tensor<[1,960,7,7]>,
Tensor<[320,960,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|302|Tensor<[1,320,7,7]>,
Tensor<[1280,320,1,1]>,
stride: [1, 1]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|303|Tensor<[1,3,224,224]>,
Tensor<[768,3,32,32]>,
stride: [32, 32]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|5|
+|304|Tensor<[1,3,224,224]>,
Tensor<[1024,3,16,16]>,
stride: [16, 16]
pad: [[0, 0], [0, 0]]
rhs_dilate: [1, 1]
batch_group_count: 1
feature_group_count: 1
|ttnn.conv2d|aten::convolution|4|
diff --git a/docs/ops/stablehlo/stablehlo.cosine.md b/docs/ops/stablehlo/stablehlo.cosine.md
new file mode 100644
index 00000000..e6b9e395
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.cosine.md
@@ -0,0 +1,10 @@
+
+### stablehlo.cosine::ttnn.cos
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,128]>,
|ttnn.cos|aten::cos|4|
+|1|Tensor<[1,23,40,64]>,
|ttnn.cos|aten::cos|4|
+|2|Tensor<[1,160]>,
|ttnn.cos|aten::cos|4|
+|3|Tensor<[1,7,64]>,
|ttnn.cos|aten::cos|4|
diff --git a/docs/ops/stablehlo/stablehlo.divide.md b/docs/ops/stablehlo/stablehlo.divide.md
new file mode 100644
index 00000000..6484abac
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.divide.md
@@ -0,0 +1,130 @@
+
+### stablehlo.divide::ttnn.div
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.div|aten::_safe_softmax|4|
+|1|Scalar,
Scalar,
|ttnn.div|aten::arange|4|
+|2|Tensor<[1,32,1]>,
Tensor<[1,32,1]>,
|ttnn.div|aten::mean.dim|4|
+|3|Tensor<[1,12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.div|aten::_safe_softmax|4|
+|4|Tensor<[32]>,
Tensor<[32]>,
|ttnn.div|aten::reciprocal|5|
+|5|Tensor<[64]>,
Tensor<[64]>,
|ttnn.div|aten::reciprocal|5|
+|6|Tensor<[128]>,
Tensor<[128]>,
|ttnn.div|aten::reciprocal|5|
+|7|Tensor<[256]>,
Tensor<[256]>,
|ttnn.div|aten::reciprocal|5|
+|8|Tensor<[512]>,
Tensor<[512]>,
|ttnn.div|aten::reciprocal|5|
+|9|Tensor<[1,1024,512]>,
Tensor<[1,1024,512]>,
|ttnn.div|aten::gelu|4|
+|10|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
|ttnn.div|aten::gelu|4|
+|11|Tensor<[1,512]>,
Tensor<[1,512]>,
|ttnn.div|aten::mean.dim|4|
+|12|Tensor<[8,920,920]>,
Tensor<[8,920,920]>,
|ttnn.div|aten::_softmax|4|
+|13|Tensor<[8,100,100]>,
Tensor<[8,100,100]>,
|ttnn.div|aten::_softmax|4|
+|14|Tensor<[8,100,920]>,
Tensor<[8,100,920]>,
|ttnn.div|aten::_softmax|4|
+|15|Tensor<[1,23,40]>,
Tensor<[1,23,40]>,
|ttnn.div|aten::div.Tensor|4|
+|16|Tensor<[1,23,40,128]>,
Tensor<[1,23,40,128]>,
|ttnn.div|aten::div.Tensor|4|
+|17|Tensor<[1,12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.div|aten::_safe_softmax|4|
+|18|Tensor<[1,10,3072]>,
Tensor<[1,10,3072]>,
|ttnn.div|aten::gelu|4|
+|19|Tensor<[1,10,768]>,
Tensor<[1,10,768]>,
|ttnn.div|aten::gelu|4|
+|20|Tensor<[1,8,4096,4096]>,
Tensor<[1,8,4096,4096]>,
|ttnn.div|aten::_safe_softmax|4|
+|21|Tensor<[1,8,4096,9]>,
Tensor<[1,8,4096,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|22|Tensor<[1,8,1024,1024]>,
Tensor<[1,8,1024,1024]>,
|ttnn.div|aten::_safe_softmax|4|
+|23|Tensor<[1,8,1024,9]>,
Tensor<[1,8,1024,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|24|Tensor<[1,8,256,256]>,
Tensor<[1,8,256,256]>,
|ttnn.div|aten::_safe_softmax|4|
+|25|Tensor<[1,8,256,9]>,
Tensor<[1,8,256,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|26|Tensor<[1,8,64,64]>,
Tensor<[1,8,64,64]>,
|ttnn.div|aten::_safe_softmax|4|
+|27|Tensor<[1,8,64,9]>,
Tensor<[1,8,64,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|28|Tensor<[160]>,
Tensor<[160]>,
|ttnn.div|aten::div.Tensor|4|
+|29|Tensor<[1,320,64,64]>,
Tensor<[1,320,64,64]>,
|ttnn.div|aten::div.Tensor|4|
+|30|Tensor<[1,4096,320]>,
Tensor<[1,4096,320]>,
|ttnn.div|aten::div.Tensor|4|
+|31|Tensor<[1,640,32,32]>,
Tensor<[1,640,32,32]>,
|ttnn.div|aten::div.Tensor|4|
+|32|Tensor<[1,1024,640]>,
Tensor<[1,1024,640]>,
|ttnn.div|aten::div.Tensor|4|
+|33|Tensor<[1,1280,16,16]>,
Tensor<[1,1280,16,16]>,
|ttnn.div|aten::div.Tensor|4|
+|34|Tensor<[1,256,1280]>,
Tensor<[1,256,1280]>,
|ttnn.div|aten::div.Tensor|4|
+|35|Tensor<[1,1280,8,8]>,
Tensor<[1,1280,8,8]>,
|ttnn.div|aten::div.Tensor|4|
+|36|Tensor<[1,64,1280]>,
Tensor<[1,64,1280]>,
|ttnn.div|aten::div.Tensor|4|
+|37|Tensor<[1,4096,1280]>,
Tensor<[1,4096,1280]>,
|ttnn.div|aten::gelu|4|
+|38|Tensor<[1,1024,2560]>,
Tensor<[1,1024,2560]>,
|ttnn.div|aten::gelu|4|
+|39|Tensor<[1,256,5120]>,
Tensor<[1,256,5120]>,
|ttnn.div|aten::gelu|4|
+|40|Tensor<[1,64,5120]>,
Tensor<[1,64,5120]>,
|ttnn.div|aten::gelu|4|
+|41|Tensor<[1,12,25,25]>,
Tensor<[1,12,25,25]>,
|ttnn.div|aten::_safe_softmax|4|
+|42|Tensor<[1,25,3072]>,
Tensor<[1,25,3072]>,
|ttnn.div|aten::gelu|4|
+|43|Tensor<[1,3,1445,1445]>,
Tensor<[1,3,1445,1445]>,
|ttnn.div|aten::_safe_softmax|4|
+|44|Tensor<[1,1445,768]>,
Tensor<[1,1445,768]>,
|ttnn.div|aten::gelu|4|
+|45|Tensor<[1,512,1,1]>,
Tensor<[1,512,1,1]>,
|ttnn.div|aten::mean.dim|4|
+|46|Tensor<[1,12,8,8]>,
Tensor<[1,12,8,8]>,
|ttnn.div|aten::_softmax|4|
+|47|Tensor<[1,3072,8]>,
Tensor<[1,3072,8]>,
|ttnn.div|aten::gelu|4|
+|48|Tensor<[1,8,256,2048]>,
Tensor<[1,8,256,2048]>,
|ttnn.div|aten::_softmax|4|
+|49|Tensor<[1,8,2048,256]>,
Tensor<[1,8,2048,256]>,
|ttnn.div|aten::_softmax|4|
+|50|Tensor<[1,2048,768]>,
Tensor<[1,2048,768]>,
|ttnn.div|aten::gelu|4|
+|51|Tensor<[1,2048,1,1]>,
Tensor<[1,2048,1,1]>,
|ttnn.div|aten::mean.dim|4|
+|52|Tensor<[1024]>,
Tensor<[1024]>,
|ttnn.div|aten::reciprocal|5|
+|53|Tensor<[2048]>,
Tensor<[2048]>,
|ttnn.div|aten::reciprocal|5|
+|54|Tensor<[1,12,201,201]>,
Tensor<[1,12,201,201]>,
|ttnn.div|aten::_softmax|4|
+|55|Tensor<[1,201,3072]>,
Tensor<[1,201,3072]>,
|ttnn.div|aten::gelu|4|
+|56|Tensor<[1,1536]>,
Tensor<[1,1536]>,
|ttnn.div|aten::gelu|4|
+|57|Tensor<[16,19,19]>,
Tensor<[16,19,19]>,
|ttnn.div|aten::_softmax|4|
+|58|Tensor<[19]>,
Tensor<[19]>,
|ttnn.div|aten::floor_divide|4|
+|59|Tensor<[1,19,4096]>,
Tensor<[1,19,4096]>,
|ttnn.div|aten::gelu|4|
+|60|Tensor<[1,1024,1,1]>,
Tensor<[1,1024,1,1]>,
|ttnn.div|aten::mean.dim|4|
+|61|Tensor<[14]>,
Tensor<[14]>,
|ttnn.div|aten::reciprocal|5|
+|62|Tensor<[24]>,
Tensor<[24]>,
|ttnn.div|aten::reciprocal|5|
+|63|Tensor<[40]>,
Tensor<[40]>,
|ttnn.div|aten::reciprocal|5|
+|64|Tensor<[68]>,
Tensor<[68]>,
|ttnn.div|aten::reciprocal|5|
+|65|Tensor<[16]>,
Tensor<[16]>,
|ttnn.div|aten::reciprocal|5|
+|66|Tensor<[28]>,
Tensor<[28]>,
|ttnn.div|aten::reciprocal|5|
+|67|Tensor<[46]>,
Tensor<[46]>,
|ttnn.div|aten::reciprocal|5|
+|68|Tensor<[78]>,
Tensor<[78]>,
|ttnn.div|aten::reciprocal|5|
+|69|Tensor<[134]>,
Tensor<[134]>,
|ttnn.div|aten::reciprocal|5|
+|70|Tensor<[20]>,
Tensor<[20]>,
|ttnn.div|aten::reciprocal|5|
+|71|Tensor<[34]>,
Tensor<[34]>,
|ttnn.div|aten::reciprocal|5|
+|72|Tensor<[58]>,
Tensor<[58]>,
|ttnn.div|aten::reciprocal|5|
+|73|Tensor<[98]>,
Tensor<[98]>,
|ttnn.div|aten::reciprocal|5|
+|74|Tensor<[168]>,
Tensor<[168]>,
|ttnn.div|aten::reciprocal|5|
+|75|Tensor<[320]>,
Tensor<[320]>,
|ttnn.div|aten::reciprocal|5|
+|76|Tensor<[116]>,
Tensor<[116]>,
|ttnn.div|aten::reciprocal|5|
+|77|Tensor<[196]>,
Tensor<[196]>,
|ttnn.div|aten::reciprocal|5|
+|78|Tensor<[334]>,
Tensor<[334]>,
|ttnn.div|aten::reciprocal|5|
+|79|Tensor<[640]>,
Tensor<[640]>,
|ttnn.div|aten::reciprocal|5|
+|80|Tensor<[272]>,
Tensor<[272]>,
|ttnn.div|aten::reciprocal|5|
+|81|Tensor<[462]>,
Tensor<[462]>,
|ttnn.div|aten::reciprocal|5|
+|82|Tensor<[1,16,32,32]>,
Tensor<[1,16,32,32]>,
|ttnn.div|aten::_softmax|4|
+|83|Tensor<[1,12,16,16]>,
Tensor<[1,12,16,16]>,
|ttnn.div|aten::_safe_softmax|4|
+|84|Tensor<[1,16,3072]>,
Tensor<[1,16,3072]>,
|ttnn.div|aten::gelu|4|
+|85|Tensor<[1,1,19200,300]>,
Tensor<[1,1,19200,300]>,
|ttnn.div|aten::_softmax|4|
+|86|Tensor<[1,2,4800,300]>,
Tensor<[1,2,4800,300]>,
|ttnn.div|aten::_softmax|4|
+|87|Tensor<[1,5,1200,300]>,
Tensor<[1,5,1200,300]>,
|ttnn.div|aten::_softmax|4|
+|88|Tensor<[1,8,300,300]>,
Tensor<[1,8,300,300]>,
|ttnn.div|aten::_softmax|4|
+|89|Tensor<[1,19200,256]>,
Tensor<[1,19200,256]>,
|ttnn.div|aten::gelu|4|
+|90|Tensor<[1,4800,512]>,
Tensor<[1,4800,512]>,
|ttnn.div|aten::gelu|4|
+|91|Tensor<[1,1200,1280]>,
Tensor<[1,1200,1280]>,
|ttnn.div|aten::gelu|4|
+|92|Tensor<[1,300,2048]>,
Tensor<[1,300,2048]>,
|ttnn.div|aten::gelu|4|
+|93|Tensor<[1,12,197,197]>,
Tensor<[1,12,197,197]>,
|ttnn.div|aten::_safe_softmax|4|
+|94|Tensor<[1,197,3072]>,
Tensor<[1,197,3072]>,
|ttnn.div|aten::gelu|4|
+|95|Tensor<[1,1,16384,256]>,
Tensor<[1,1,16384,256]>,
|ttnn.div|aten::_softmax|4|
+|96|Tensor<[1,2,4096,256]>,
Tensor<[1,2,4096,256]>,
|ttnn.div|aten::_softmax|4|
+|97|Tensor<[1,5,1024,256]>,
Tensor<[1,5,1024,256]>,
|ttnn.div|aten::_softmax|4|
+|98|Tensor<[1,16384,128]>,
Tensor<[1,16384,128]>,
|ttnn.div|aten::gelu|4|
+|99|Tensor<[1,4096,256]>,
Tensor<[1,4096,256]>,
|ttnn.div|aten::gelu|4|
+|100|Tensor<[1,256,1024]>,
Tensor<[1,256,1024]>,
|ttnn.div|aten::gelu|4|
+|101|Tensor<[1,71,7,7]>,
Tensor<[1,71,7,7]>,
|ttnn.div|aten::_safe_softmax|4|
+|102|Tensor<[1,7,18176]>,
Tensor<[1,7,18176]>,
|ttnn.div|aten::gelu|4|
+|103|Tensor<[1,1280,1,1]>,
Tensor<[1,1280,1,1]>,
|ttnn.div|aten::mean.dim|4|
+|104|Tensor<[96]>,
Tensor<[96]>,
|ttnn.div|aten::reciprocal|5|
+|105|Tensor<[144]>,
Tensor<[144]>,
|ttnn.div|aten::reciprocal|5|
+|106|Tensor<[192]>,
Tensor<[192]>,
|ttnn.div|aten::reciprocal|5|
+|107|Tensor<[384]>,
Tensor<[384]>,
|ttnn.div|aten::reciprocal|5|
+|108|Tensor<[576]>,
Tensor<[576]>,
|ttnn.div|aten::reciprocal|5|
+|109|Tensor<[960]>,
Tensor<[960]>,
|ttnn.div|aten::reciprocal|5|
+|110|Tensor<[1280]>,
Tensor<[1280]>,
|ttnn.div|aten::reciprocal|5|
+|111|Tensor<[1,12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.div|aten::_safe_softmax|4|
+|112|Tensor<[1,12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|113|Tensor<[1,16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|114|Tensor<[1,64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.div|aten::_safe_softmax|4|
+|115|Tensor<[1,12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.div|aten::_safe_softmax|4|
+|116|Tensor<[1,12,50,50]>,
Tensor<[1,12,50,50]>,
|ttnn.div|aten::_safe_softmax|4|
+|117|Tensor<[2,8,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.div|aten::_safe_softmax|4|
+|118|Tensor<[2,512]>,
Tensor<[2,512]>,
|ttnn.div|aten::div.Tensor|4|
+|119|Tensor<[1,16,197,197]>,
Tensor<[1,16,197,197]>,
|ttnn.div|aten::_softmax|4|
+|120|Tensor<[197]>,
Tensor<[197]>,
|ttnn.div|aten::floor_divide|4|
+|121|Tensor<[1,197,4096]>,
Tensor<[1,197,4096]>,
|ttnn.div|aten::gelu|4|
+|122|Tensor<[1,1024]>,
Tensor<[1,1024]>,
|ttnn.div|aten::mean.dim|4|
+|123|Tensor<[1,768]>,
Tensor<[1,768]>,
|ttnn.div|aten::mean.dim|4|
diff --git a/docs/ops/stablehlo/stablehlo.dot_general.md b/docs/ops/stablehlo/stablehlo.dot_general.md
new file mode 100644
index 00000000..6da6c1df
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.dot_general.md
@@ -0,0 +1,274 @@
+
+### stablehlo.dot_general::ttnn.matmul
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,64,1]>,
Tensor<[1,1,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|1|Tensor<[32,32,128]>,
Tensor<[32,128,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|2|Tensor<[32,32,32]>,
Tensor<[32,32,128]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|3|Tensor<[32,4096]>,
Tensor<[4096,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|4|Tensor<[32,4096]>,
Tensor<[4096,11008]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|5|Tensor<[32,11008]>,
Tensor<[11008,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|6|Tensor<[32,4096]>,
Tensor<[4096,32000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|7|Tensor<[12,7,64]>,
Tensor<[12,64,7]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|8|Tensor<[12,7,7]>,
Tensor<[12,7,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|9|Tensor<[7,768]>,
Tensor<[768,2304]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|10|Tensor<[7,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|11|Tensor<[7,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|12|Tensor<[7,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|13|Tensor<[7,768]>,
Tensor<[768,2]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|14|Tensor<[256,768]>,
Tensor<[768,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|15|Tensor<[256,512]>,
Tensor<[512,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|16|Tensor<[256,256]>,
Tensor<[256,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|17|Tensor<[1,512]>,
Tensor<[512,1000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|18|Tensor<[8,920,32]>,
Tensor<[8,32,920]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::baddbmm|4|
+|19|Tensor<[8,100,32]>,
Tensor<[8,32,920]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::baddbmm|4|
+|20|Tensor<[920,1,256]>,
Tensor<[920,256,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|21|Tensor<[8,920,920]>,
Tensor<[8,920,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|22|Tensor<[8,100,32]>,
Tensor<[8,32,100]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|23|Tensor<[8,100,100]>,
Tensor<[8,100,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|24|Tensor<[8,100,920]>,
Tensor<[8,920,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|25|Tensor<[6,100,256]>,
Tensor<[6,256,92]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|26|Tensor<[6,100,256]>,
Tensor<[6,256,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|27|Tensor<[920,256]>,
Tensor<[256,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|28|Tensor<[920,256]>,
Tensor<[256,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|29|Tensor<[920,2048]>,
Tensor<[2048,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|30|Tensor<[100,256]>,
Tensor<[256,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|31|Tensor<[100,256]>,
Tensor<[256,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|32|Tensor<[100,2048]>,
Tensor<[2048,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|33|Tensor<[600,256]>,
Tensor<[256,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|34|Tensor<[600,256]>,
Tensor<[256,4]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|35|Tensor<[12,10,64]>,
Tensor<[12,64,10]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|36|Tensor<[12,10,10]>,
Tensor<[12,10,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|37|Tensor<[10,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|38|Tensor<[10,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|39|Tensor<[10,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|40|Tensor<[10,768]>,
Tensor<[768,250002]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|41|Tensor<[8,4096,40]>,
Tensor<[8,40,4096]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|42|Tensor<[8,4096,4096]>,
Tensor<[8,4096,40]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|43|Tensor<[8,4096,40]>,
Tensor<[8,40,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|44|Tensor<[8,4096,9]>,
Tensor<[8,9,40]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|45|Tensor<[8,1024,80]>,
Tensor<[8,80,1024]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|46|Tensor<[8,1024,1024]>,
Tensor<[8,1024,80]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|47|Tensor<[8,1024,80]>,
Tensor<[8,80,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|48|Tensor<[8,1024,9]>,
Tensor<[8,9,80]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|49|Tensor<[8,256,160]>,
Tensor<[8,160,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|50|Tensor<[8,256,256]>,
Tensor<[8,256,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|51|Tensor<[8,256,160]>,
Tensor<[8,160,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|52|Tensor<[8,256,9]>,
Tensor<[8,9,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|53|Tensor<[8,64,160]>,
Tensor<[8,160,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|54|Tensor<[8,64,64]>,
Tensor<[8,64,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|55|Tensor<[8,64,160]>,
Tensor<[8,160,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|56|Tensor<[8,64,9]>,
Tensor<[8,9,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|57|Tensor<[1,320]>,
Tensor<[320,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|58|Tensor<[1,1280]>,
Tensor<[1280,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|59|Tensor<[1,1280]>,
Tensor<[1280,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|60|Tensor<[4096,320]>,
Tensor<[320,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|61|Tensor<[9,768]>,
Tensor<[768,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|62|Tensor<[4096,320]>,
Tensor<[320,2560]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|63|Tensor<[4096,1280]>,
Tensor<[1280,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|64|Tensor<[1,1280]>,
Tensor<[1280,640]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|65|Tensor<[1024,640]>,
Tensor<[640,640]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|66|Tensor<[9,768]>,
Tensor<[768,640]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|67|Tensor<[1024,640]>,
Tensor<[640,5120]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|68|Tensor<[1024,2560]>,
Tensor<[2560,640]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|69|Tensor<[256,1280]>,
Tensor<[1280,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|70|Tensor<[9,768]>,
Tensor<[768,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|71|Tensor<[256,1280]>,
Tensor<[1280,10240]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|72|Tensor<[256,5120]>,
Tensor<[5120,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|73|Tensor<[64,1280]>,
Tensor<[1280,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|74|Tensor<[64,1280]>,
Tensor<[1280,10240]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|75|Tensor<[64,5120]>,
Tensor<[5120,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|76|Tensor<[12,25,64]>,
Tensor<[12,64,25]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|77|Tensor<[12,25,25]>,
Tensor<[12,25,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|78|Tensor<[25,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|79|Tensor<[25,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|80|Tensor<[25,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|81|Tensor<[25,768]>,
Tensor<[768,2]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|82|Tensor<[1,768]>,
Tensor<[768,1]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|83|Tensor<[3,1445,64]>,
Tensor<[3,64,1445]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|84|Tensor<[3,1445,1445]>,
Tensor<[3,1445,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|85|Tensor<[1445,192]>,
Tensor<[192,192]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|86|Tensor<[1445,192]>,
Tensor<[192,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|87|Tensor<[1445,768]>,
Tensor<[768,192]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|88|Tensor<[100,192]>,
Tensor<[192,192]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|89|Tensor<[100,192]>,
Tensor<[192,92]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|90|Tensor<[100,192]>,
Tensor<[192,4]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|91|Tensor<[12,8,64]>,
Tensor<[12,64,8]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|92|Tensor<[12,8,8]>,
Tensor<[12,8,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|93|Tensor<[1,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|94|Tensor<[1,768]>,
Tensor<[768,3]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|95|Tensor<[8,256,32]>,
Tensor<[8,32,2048]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|96|Tensor<[8,256,2048]>,
Tensor<[8,2048,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|97|Tensor<[8,256,32]>,
Tensor<[8,32,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|98|Tensor<[8,2048,32]>,
Tensor<[8,32,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|99|Tensor<[8,2048,256]>,
Tensor<[8,256,96]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|100|Tensor<[256,1280]>,
Tensor<[1280,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|101|Tensor<[2048,768]>,
Tensor<[768,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|102|Tensor<[2048,768]>,
Tensor<[768,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|103|Tensor<[256,1280]>,
Tensor<[1280,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|104|Tensor<[2048,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|105|Tensor<[2048,768]>,
Tensor<[768,262]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|106|Tensor<[1,2048]>,
Tensor<[2048,1000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|107|Tensor<[12,201,64]>,
Tensor<[12,64,201]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|108|Tensor<[12,201,201]>,
Tensor<[12,201,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|109|Tensor<[201,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|110|Tensor<[201,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|111|Tensor<[201,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|112|Tensor<[1,768]>,
Tensor<[768,1536]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|113|Tensor<[1,1536]>,
Tensor<[1536,3129]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|114|Tensor<[1,9216]>,
Tensor<[9216,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|115|Tensor<[1,128]>,
Tensor<[128,10]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|116|Tensor<[16,19,64]>,
Tensor<[16,64,19]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|117|Tensor<[16,19,19]>,
Tensor<[16,19,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|118|Tensor<[19,1024]>,
Tensor<[1024,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|119|Tensor<[19,1024]>,
Tensor<[1024,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|120|Tensor<[19,4096]>,
Tensor<[4096,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|121|Tensor<[19,1024]>,
Tensor<[1024,256008]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|122|Tensor<[1,1024]>,
Tensor<[1024,1000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|123|Tensor<[16,32,96]>,
Tensor<[16,96,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::baddbmm|4|
+|124|Tensor<[16,32,32]>,
Tensor<[16,32,96]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|125|Tensor<[32,1536]>,
Tensor<[1536,4608]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|126|Tensor<[32,1536]>,
Tensor<[1536,1536]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|127|Tensor<[32,1536]>,
Tensor<[1536,6144]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|128|Tensor<[32,6144]>,
Tensor<[6144,1536]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|129|Tensor<[32,1536]>,
Tensor<[1536,250880]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|130|Tensor<[12,16,64]>,
Tensor<[12,64,16]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|131|Tensor<[12,16,16]>,
Tensor<[12,16,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|132|Tensor<[16,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|133|Tensor<[16,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|134|Tensor<[16,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|135|Tensor<[1,19200,64]>,
Tensor<[1,64,300]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|136|Tensor<[1,19200,300]>,
Tensor<[1,300,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|137|Tensor<[1,19200,256]>,
Tensor<[1,256,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|138|Tensor<[2,4800,64]>,
Tensor<[2,64,300]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|139|Tensor<[2,4800,300]>,
Tensor<[2,300,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|140|Tensor<[1,4800,512]>,
Tensor<[1,512,128]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|141|Tensor<[5,1200,64]>,
Tensor<[5,64,300]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|142|Tensor<[5,1200,300]>,
Tensor<[5,300,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|143|Tensor<[1,1200,1280]>,
Tensor<[1,1280,320]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|144|Tensor<[8,300,64]>,
Tensor<[8,64,300]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|145|Tensor<[8,300,300]>,
Tensor<[8,300,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|146|Tensor<[1,300,2048]>,
Tensor<[1,2048,512]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|147|Tensor<[19200,64]>,
Tensor<[64,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|148|Tensor<[300,64]>,
Tensor<[64,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|149|Tensor<[19200,64]>,
Tensor<[64,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|150|Tensor<[4800,128]>,
Tensor<[128,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|151|Tensor<[300,128]>,
Tensor<[128,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|152|Tensor<[4800,128]>,
Tensor<[128,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|153|Tensor<[1200,320]>,
Tensor<[320,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|154|Tensor<[300,320]>,
Tensor<[320,320]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|155|Tensor<[1200,320]>,
Tensor<[320,1280]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|156|Tensor<[300,512]>,
Tensor<[512,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|157|Tensor<[300,512]>,
Tensor<[512,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|158|Tensor<[12,197,64]>,
Tensor<[12,64,197]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|159|Tensor<[12,197,197]>,
Tensor<[12,197,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|160|Tensor<[197,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|161|Tensor<[197,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|162|Tensor<[197,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|163|Tensor<[1,768]>,
Tensor<[768,1000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|164|Tensor<[1,16384,32]>,
Tensor<[1,32,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|165|Tensor<[1,16384,256]>,
Tensor<[1,256,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|166|Tensor<[1,16384,128]>,
Tensor<[1,128,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|167|Tensor<[2,4096,32]>,
Tensor<[2,32,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|168|Tensor<[2,4096,256]>,
Tensor<[2,256,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|169|Tensor<[1,4096,256]>,
Tensor<[1,256,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|170|Tensor<[5,1024,32]>,
Tensor<[5,32,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|171|Tensor<[5,1024,256]>,
Tensor<[5,256,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|172|Tensor<[1,1024,640]>,
Tensor<[1,640,160]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|173|Tensor<[8,256,256]>,
Tensor<[8,256,32]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|174|Tensor<[1,256,1024]>,
Tensor<[1,1024,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|175|Tensor<[1,4096,64]>,
Tensor<[1,64,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|176|Tensor<[1,1024,160]>,
Tensor<[1,160,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|177|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|178|Tensor<[16384,32]>,
Tensor<[32,32]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|179|Tensor<[256,32]>,
Tensor<[32,32]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|180|Tensor<[16384,32]>,
Tensor<[32,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|181|Tensor<[4096,64]>,
Tensor<[64,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|182|Tensor<[256,64]>,
Tensor<[64,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|183|Tensor<[4096,64]>,
Tensor<[64,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|184|Tensor<[1024,160]>,
Tensor<[160,160]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|185|Tensor<[256,160]>,
Tensor<[160,160]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|186|Tensor<[1024,160]>,
Tensor<[160,640]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|187|Tensor<[256,256]>,
Tensor<[256,256]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|188|Tensor<[256,256]>,
Tensor<[256,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|189|Tensor<[1,32,1]>,
Tensor<[1,1,7]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|190|Tensor<[71,7,64]>,
Tensor<[71,64,7]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|191|Tensor<[71,7,7]>,
Tensor<[71,7,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|192|Tensor<[7,4544]>,
Tensor<[4544,4672]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|193|Tensor<[7,4544]>,
Tensor<[4544,4544]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|194|Tensor<[7,4544]>,
Tensor<[4544,18176]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|195|Tensor<[7,18176]>,
Tensor<[18176,4544]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|196|Tensor<[7,4544]>,
Tensor<[4544,65024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|197|Tensor<[1,1280]>,
Tensor<[1280,1000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|198|Tensor<[12,12,64]>,
Tensor<[12,64,12]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|199|Tensor<[12,12,12]>,
Tensor<[12,12,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|200|Tensor<[12,128]>,
Tensor<[128,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|201|Tensor<[12,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|202|Tensor<[12,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|203|Tensor<[12,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|204|Tensor<[12,768]>,
Tensor<[768,2]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|205|Tensor<[12,9,64]>,
Tensor<[12,64,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|206|Tensor<[12,9,9]>,
Tensor<[12,9,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|207|Tensor<[9,128]>,
Tensor<[128,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|208|Tensor<[9,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|209|Tensor<[9,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|210|Tensor<[9,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|211|Tensor<[9,768]>,
Tensor<[768,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|212|Tensor<[9,128]>,
Tensor<[128,30000]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|213|Tensor<[16,9,128]>,
Tensor<[16,128,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|214|Tensor<[16,9,9]>,
Tensor<[16,9,128]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|215|Tensor<[9,128]>,
Tensor<[128,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|216|Tensor<[9,2048]>,
Tensor<[2048,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|217|Tensor<[9,2048]>,
Tensor<[2048,8192]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|218|Tensor<[9,8192]>,
Tensor<[8192,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|219|Tensor<[9,2048]>,
Tensor<[2048,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|220|Tensor<[16,9,64]>,
Tensor<[16,64,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|221|Tensor<[16,9,9]>,
Tensor<[16,9,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|222|Tensor<[9,128]>,
Tensor<[128,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|223|Tensor<[9,1024]>,
Tensor<[1024,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|224|Tensor<[9,1024]>,
Tensor<[1024,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|225|Tensor<[9,4096]>,
Tensor<[4096,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|226|Tensor<[9,1024]>,
Tensor<[1024,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|227|Tensor<[64,9,64]>,
Tensor<[64,64,9]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|228|Tensor<[64,9,9]>,
Tensor<[64,9,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|229|Tensor<[9,128]>,
Tensor<[128,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|230|Tensor<[9,4096]>,
Tensor<[4096,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|231|Tensor<[9,4096]>,
Tensor<[4096,16384]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|232|Tensor<[9,16384]>,
Tensor<[16384,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|233|Tensor<[9,4096]>,
Tensor<[4096,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|234|Tensor<[1,768]>,
Tensor<[768,2]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|235|Tensor<[12,14,64]>,
Tensor<[12,64,14]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|236|Tensor<[12,14,14]>,
Tensor<[12,14,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|237|Tensor<[14,128]>,
Tensor<[128,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|238|Tensor<[14,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|239|Tensor<[14,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|240|Tensor<[14,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|241|Tensor<[14,768]>,
Tensor<[768,2]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|242|Tensor<[12,50,64]>,
Tensor<[12,64,50]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|243|Tensor<[12,50,50]>,
Tensor<[12,50,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|244|Tensor<[16,7,64]>,
Tensor<[16,64,7]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|245|Tensor<[16,7,7]>,
Tensor<[16,7,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|246|Tensor<[50,768]>,
Tensor<[768,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|247|Tensor<[50,768]>,
Tensor<[768,3072]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|248|Tensor<[50,3072]>,
Tensor<[3072,768]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|249|Tensor<[14,512]>,
Tensor<[512,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|250|Tensor<[14,512]>,
Tensor<[512,2048]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|251|Tensor<[14,2048]>,
Tensor<[2048,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|252|Tensor<[1,768]>,
Tensor<[768,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|253|Tensor<[2,512]>,
Tensor<[512,512]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|254|Tensor<[2,512]>,
Tensor<[512,1]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|255|Tensor<[16,197,64]>,
Tensor<[16,64,197]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|256|Tensor<[16,197,197]>,
Tensor<[16,197,64]>,
batching_dims: [0] x [0]
contracting_dims: [2] x [1]
|ttnn.matmul|aten::bmm|4|
+|257|Tensor<[197,1024]>,
Tensor<[1024,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|258|Tensor<[197,1024]>,
Tensor<[1024,4096]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|259|Tensor<[197,4096]>,
Tensor<[4096,1024]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|260|Tensor<[1,784]>,
Tensor<[784,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|261|Tensor<[1,128]>,
Tensor<[128,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|262|Tensor<[1,64]>,
Tensor<[64,12]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|263|Tensor<[1,12]>,
Tensor<[12,3]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|264|Tensor<[1,3]>,
Tensor<[3,12]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|265|Tensor<[1,12]>,
Tensor<[12,64]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|266|Tensor<[1,64]>,
Tensor<[64,128]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
+|267|Tensor<[1,128]>,
Tensor<[128,784]>,
contracting_dims: [1] x [0]
|ttnn.matmul|aten::mm|5|
diff --git a/docs/ops/stablehlo/stablehlo.dynamic_iota.md b/docs/ops/stablehlo/stablehlo.dynamic_iota.md
new file mode 100644
index 00000000..b5387b42
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.dynamic_iota.md
@@ -0,0 +1,7 @@
+
+### stablehlo.dynamic_iota::ttnn.arange
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1]>,
dim: 0
|ttnn.arange|aten::arange|4|
diff --git a/docs/ops/stablehlo/stablehlo.exponential.md b/docs/ops/stablehlo/stablehlo.exponential.md
new file mode 100644
index 00000000..495785fe
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.exponential.md
@@ -0,0 +1,51 @@
+
+### stablehlo.exponential::ttnn.exp
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
|ttnn.exp|aten::_safe_softmax|4|
+|1|Tensor<[1,12,7,7]>,
|ttnn.exp|aten::_safe_softmax|4|
+|2|Tensor<[1,128,28,28]>,
|ttnn.exp|aten::elu|4|
+|3|Tensor<[8,920,920]>,
|ttnn.exp|aten::_softmax|4|
+|4|Tensor<[8,100,100]>,
|ttnn.exp|aten::_softmax|4|
+|5|Tensor<[8,100,920]>,
|ttnn.exp|aten::_softmax|4|
+|6|Tensor<[1,12,10,10]>,
|ttnn.exp|aten::_safe_softmax|4|
+|7|Tensor<[1,8,4096,4096]>,
|ttnn.exp|aten::_safe_softmax|4|
+|8|Tensor<[1,8,4096,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|9|Tensor<[1,8,1024,1024]>,
|ttnn.exp|aten::_safe_softmax|4|
+|10|Tensor<[1,8,1024,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|11|Tensor<[1,8,256,256]>,
|ttnn.exp|aten::_safe_softmax|4|
+|12|Tensor<[1,8,256,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|13|Tensor<[1,8,64,64]>,
|ttnn.exp|aten::_safe_softmax|4|
+|14|Tensor<[1,8,64,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|15|Tensor<[160]>,
|ttnn.exp|aten::exp|5|
+|16|Tensor<[1,12,25,25]>,
|ttnn.exp|aten::_safe_softmax|4|
+|17|Tensor<[1,3,1445,1445]>,
|ttnn.exp|aten::_safe_softmax|4|
+|18|Tensor<[1,12,8,8]>,
|ttnn.exp|aten::_softmax|4|
+|19|Tensor<[1,8,256,2048]>,
|ttnn.exp|aten::_softmax|4|
+|20|Tensor<[1,8,2048,256]>,
|ttnn.exp|aten::_softmax|4|
+|21|Tensor<[1,12,201,201]>,
|ttnn.exp|aten::_softmax|4|
+|22|Tensor<[1,10]>,
|ttnn.exp|aten::exp|5|
+|23|Tensor<[16,19,19]>,
|ttnn.exp|aten::_softmax|4|
+|24|Tensor<[19,256008]>,
|ttnn.exp|aten::exp|5|
+|25|Tensor<[1,16,32,32]>,
|ttnn.exp|aten::_softmax|4|
+|26|Tensor<[1,12,16,16]>,
|ttnn.exp|aten::_safe_softmax|4|
+|27|Tensor<[1,1,19200,300]>,
|ttnn.exp|aten::_softmax|4|
+|28|Tensor<[1,2,4800,300]>,
|ttnn.exp|aten::_softmax|4|
+|29|Tensor<[1,5,1200,300]>,
|ttnn.exp|aten::_softmax|4|
+|30|Tensor<[1,8,300,300]>,
|ttnn.exp|aten::_softmax|4|
+|31|Tensor<[1,12,197,197]>,
|ttnn.exp|aten::_safe_softmax|4|
+|32|Tensor<[1,1,16384,256]>,
|ttnn.exp|aten::_softmax|4|
+|33|Tensor<[1,2,4096,256]>,
|ttnn.exp|aten::_softmax|4|
+|34|Tensor<[1,5,1024,256]>,
|ttnn.exp|aten::_softmax|4|
+|35|Tensor<[1,71,7,7]>,
|ttnn.exp|aten::_safe_softmax|4|
+|36|Tensor<[1,12,12,12]>,
|ttnn.exp|aten::_safe_softmax|4|
+|37|Tensor<[1,12,9,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|38|Tensor<[1,16,9,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|39|Tensor<[1,64,9,9]>,
|ttnn.exp|aten::_safe_softmax|4|
+|40|Tensor<[1,12,14,14]>,
|ttnn.exp|aten::_safe_softmax|4|
+|41|Tensor<[1,12,50,50]>,
|ttnn.exp|aten::_safe_softmax|4|
+|42|Tensor<[2,8,7,7]>,
|ttnn.exp|aten::_safe_softmax|4|
+|43|Scalar,
|ttnn.exp|aten::exp|5|
+|44|Tensor<[1,16,197,197]>,
|ttnn.exp|aten::_softmax|4|
diff --git a/docs/ops/stablehlo/stablehlo.floor.md b/docs/ops/stablehlo/stablehlo.floor.md
new file mode 100644
index 00000000..52dc40dc
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.floor.md
@@ -0,0 +1,9 @@
+
+### stablehlo.floor::ttnn.floor
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[128]>,
|ttnn.floor|aten::floor_divide|4|
+|1|Tensor<[19]>,
|ttnn.floor|aten::floor_divide|4|
+|2|Tensor<[197]>,
|ttnn.floor|aten::floor_divide|4|
diff --git a/docs/ops/stablehlo/stablehlo.gather.md b/docs/ops/stablehlo/stablehlo.gather.md
new file mode 100644
index 00000000..d48dac79
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.gather.md
@@ -0,0 +1,65 @@
+
+### stablehlo.gather::ttnn.embedding
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[32000,4096]>,
Tensor<[1,32]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|1|Tensor<[50257,768]>,
Tensor<[1,7]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|2|Tensor<[1024,768]>,
Tensor<[1,7]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|3|Tensor<[1,7,2]>,
Tensor<[1,2]>,
offset_dims: [1]
collapsed_slice_dims: [0, 1]
start_index_map: [0, 1]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|4|Tensor<[1,1,720,1280]>,
Tensor<[1,1,23,40,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|5|Tensor<[250002,768]>,
Tensor<[1,10]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|6|Tensor<[1,768]>,
Tensor<[1,10]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|7|Tensor<[514,768]>,
Tensor<[1,10]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|8|Tensor<[1,1280,8,8]>,
Tensor<[1,1280,16,16,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|9|Tensor<[1,1280,16,16]>,
Tensor<[1,1280,32,32,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|10|Tensor<[1,640,32,32]>,
Tensor<[1,640,64,64,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|11|Tensor<[30522,768]>,
Tensor<[1,25]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|12|Tensor<[2,768]>,
Tensor<[1,25]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|13|Tensor<[512,768]>,
Tensor<[1,25]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|14|Tensor<[30528,768]>,
Tensor<[1,8]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|15|Tensor<[512,768]>,
Tensor<[1,8]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|16|Tensor<[2,768]>,
Tensor<[1,8]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|17|Tensor<[262,768]>,
Tensor<[1,2048]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|18|Tensor<[2048,768]>,
Tensor<[2048]>,
offset_dims: [1]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|19|Tensor<[30522,768]>,
Tensor<[1,8]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|20|Tensor<[40,768]>,
Tensor<[1,8]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|21|Tensor<[2,768]>,
Tensor<[1,193]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|22|Tensor<[1,1,384,512]>,
Tensor<[1,1,12,16,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|23|Tensor<[256008,1024]>,
Tensor<[1,19]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|24|Tensor<[19,256008]>,
Tensor<[19,1,2]>,
collapsed_slice_dims: [0, 1]
start_index_map: [0, 1]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::gather|4|
+|25|Tensor<[2050,1024]>,
Tensor<[19]>,
offset_dims: [1]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index_select|4|
+|26|Tensor<[1,256,16,16]>,
Tensor<[1,256,32,32,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|27|Tensor<[1,128,32,32]>,
Tensor<[1,128,64,64,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|28|Tensor<[250880,1536]>,
Tensor<[1,32]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|29|Tensor<[30522,768]>,
Tensor<[1,16]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|30|Tensor<[512,768]>,
Tensor<[1,16]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|31|Tensor<[1,64,15,20]>,
Tensor<[1,64,30,40,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|32|Tensor<[1,64,30,40]>,
Tensor<[1,64,60,80,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|33|Tensor<[1,64,60,80]>,
Tensor<[1,64,120,160,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|34|Tensor<[1,64,120,160]>,
Tensor<[1,64,240,320,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|35|Tensor<[1,64,240,320]>,
Tensor<[1,64,480,640,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|36|Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|37|Tensor<[1,256,64,64]>,
Tensor<[1,256,128,128,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|38|Tensor<[1,256,32,32]>,
Tensor<[1,256,128,128,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|39|Tensor<[1,256,16,16]>,
Tensor<[1,256,128,128,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|40|Tensor<[65024,4544]>,
Tensor<[1,7]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|41|Tensor<[1,7,73,64]>,
Tensor<[1,7,1,64,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|42|Tensor<[30000,128]>,
Tensor<[1,12]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|43|Tensor<[2,128]>,
Tensor<[1,12]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|44|Tensor<[512,128]>,
Tensor<[1,12]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|45|Tensor<[30000,128]>,
Tensor<[1,9]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|46|Tensor<[2,128]>,
Tensor<[1,9]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|47|Tensor<[512,128]>,
Tensor<[1,9]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|48|Tensor<[30000,128]>,
Tensor<[1,14]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|49|Tensor<[2,128]>,
Tensor<[1,14]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|50|Tensor<[512,128]>,
Tensor<[1,14]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|51|Tensor<[50,768]>,
Tensor<[1,50]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|52|Tensor<[49408,512]>,
Tensor<[2,7]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|53|Tensor<[77,512]>,
Tensor<[1,7]>,
offset_dims: [2]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 2
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::embedding|4|
+|54|Tensor<[2,7,512]>,
Tensor<[2,2]>,
offset_dims: [1]
collapsed_slice_dims: [0, 1]
start_index_map: [0, 1]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|55|Tensor<[1,16,27,27]>,
Tensor<[1,16,27,27,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|56|Tensor<[732,16]>,
Tensor<[38809,1]>,
offset_dims: [1]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|57|Tensor<[1,12,27,27]>,
Tensor<[1,12,27,27,4]>,
collapsed_slice_dims: [0, 1, 2, 3]
start_index_map: [0, 1, 2, 3]
index_vector_dim: 4
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
+|58|Tensor<[732,12]>,
Tensor<[38809,1]>,
offset_dims: [1]
collapsed_slice_dims: [0]
start_index_map: [0]
index_vector_dim: 1
indices_are_sorted: false
slice_sizes: array|ttnn.embedding|aten::index.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.iota.md b/docs/ops/stablehlo/stablehlo.iota.md
new file mode 100644
index 00000000..a72485f6
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.iota.md
@@ -0,0 +1,7 @@
+
+### stablehlo.iota::ttnn.arange
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[19,1,1]>,
Tensor<[19,1,1]>,
dim: 0
|ttnn.arange|aten::gather|4|
diff --git a/docs/ops/stablehlo/stablehlo.log.md b/docs/ops/stablehlo/stablehlo.log.md
new file mode 100644
index 00000000..253b82fb
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.log.md
@@ -0,0 +1,8 @@
+
+### stablehlo.log::ttnn.log
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,1]>,
|ttnn.log|aten::log|4|
+|1|Tensor<[19,1]>,
|ttnn.log|aten::log|4|
diff --git a/docs/ops/stablehlo/stablehlo.logistic.md b/docs/ops/stablehlo/stablehlo.logistic.md
new file mode 100644
index 00000000..2f0a9e78
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.logistic.md
@@ -0,0 +1,31 @@
+
+### stablehlo.logistic::ttnn.sigmoig
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,11008]>,
|ttnn.sigmoig|aten::silu|4|
+|1|Tensor<[6,1,100,4]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|2|Tensor<[1,1280]>,
|ttnn.sigmoig|aten::silu|4|
+|3|Tensor<[1,320,64,64]>,
|ttnn.sigmoig|aten::silu|4|
+|4|Tensor<[1,320,32,32]>,
|ttnn.sigmoig|aten::silu|4|
+|5|Tensor<[1,640,32,32]>,
|ttnn.sigmoig|aten::silu|4|
+|6|Tensor<[1,640,16,16]>,
|ttnn.sigmoig|aten::silu|4|
+|7|Tensor<[1,1280,16,16]>,
|ttnn.sigmoig|aten::silu|4|
+|8|Tensor<[1,1280,8,8]>,
|ttnn.sigmoig|aten::silu|4|
+|9|Tensor<[1,2560,8,8]>,
|ttnn.sigmoig|aten::silu|4|
+|10|Tensor<[1,2560,16,16]>,
|ttnn.sigmoig|aten::silu|4|
+|11|Tensor<[1,1920,16,16]>,
|ttnn.sigmoig|aten::silu|4|
+|12|Tensor<[1,1920,32,32]>,
|ttnn.sigmoig|aten::silu|4|
+|13|Tensor<[1,1280,32,32]>,
|ttnn.sigmoig|aten::silu|4|
+|14|Tensor<[1,960,32,32]>,
|ttnn.sigmoig|aten::silu|4|
+|15|Tensor<[1,960,64,64]>,
|ttnn.sigmoig|aten::silu|4|
+|16|Tensor<[1,640,64,64]>,
|ttnn.sigmoig|aten::silu|4|
+|17|Tensor<[1,100,4]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|18|Tensor<[1,1,256,256]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|19|Tensor<[1,2,30,40]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|20|Tensor<[1,2,60,80]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|21|Tensor<[1,2,120,160]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|22|Tensor<[1,1,480,640]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|23|Tensor<[1,50,3072]>,
|ttnn.sigmoig|aten::sigmoid|4|
+|24|Tensor<[2,7,2048]>,
|ttnn.sigmoig|aten::sigmoid|4|
diff --git a/docs/ops/stablehlo/stablehlo.maximum.md b/docs/ops/stablehlo/stablehlo.maximum.md
new file mode 100644
index 00000000..96ddbd37
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.maximum.md
@@ -0,0 +1,102 @@
+
+### stablehlo.maximum::ttnn.maximum
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,128,28,28]>,
Tensor<[1,128,28,28]>,
|ttnn.maximum|aten::elu|4|
+|1|Tensor<[1,32,112,112]>,
Tensor<[1,32,112,112]>,
|ttnn.maximum|aten::relu|4|
+|2|Tensor<[1,64,112,112]>,
Tensor<[1,64,112,112]>,
|ttnn.maximum|aten::relu|4|
+|3|Tensor<[1,64,56,56]>,
Tensor<[1,64,56,56]>,
|ttnn.maximum|aten::relu|4|
+|4|Tensor<[1,128,56,56]>,
Tensor<[1,128,56,56]>,
|ttnn.maximum|aten::relu|4|
+|5|Tensor<[1,256,28,28]>,
Tensor<[1,256,28,28]>,
|ttnn.maximum|aten::relu|4|
+|6|Tensor<[1,512,28,28]>,
Tensor<[1,512,28,28]>,
|ttnn.maximum|aten::relu|4|
+|7|Tensor<[1,64,360,640]>,
Tensor<[1,64,360,640]>,
|ttnn.maximum|aten::relu|4|
+|8|Tensor<[1,64,180,320]>,
Tensor<[1,64,180,320]>,
|ttnn.maximum|aten::relu|4|
+|9|Tensor<[1,256,180,320]>,
Tensor<[1,256,180,320]>,
|ttnn.maximum|aten::relu|4|
+|10|Tensor<[1,128,180,320]>,
Tensor<[1,128,180,320]>,
|ttnn.maximum|aten::relu|4|
+|11|Tensor<[1,128,90,160]>,
Tensor<[1,128,90,160]>,
|ttnn.maximum|aten::relu|4|
+|12|Tensor<[1,512,90,160]>,
Tensor<[1,512,90,160]>,
|ttnn.maximum|aten::relu|4|
+|13|Tensor<[1,256,90,160]>,
Tensor<[1,256,90,160]>,
|ttnn.maximum|aten::relu|4|
+|14|Tensor<[1,256,45,80]>,
Tensor<[1,256,45,80]>,
|ttnn.maximum|aten::relu|4|
+|15|Tensor<[1,1024,45,80]>,
Tensor<[1,1024,45,80]>,
|ttnn.maximum|aten::relu|4|
+|16|Tensor<[1,512,45,80]>,
Tensor<[1,512,45,80]>,
|ttnn.maximum|aten::relu|4|
+|17|Tensor<[1,512,23,40]>,
Tensor<[1,512,23,40]>,
|ttnn.maximum|aten::relu|4|
+|18|Tensor<[1,2048,23,40]>,
Tensor<[1,2048,23,40]>,
|ttnn.maximum|aten::relu|4|
+|19|Tensor<[920,1,2048]>,
Tensor<[920,1,2048]>,
|ttnn.maximum|aten::relu|4|
+|20|Tensor<[100,1,2048]>,
Tensor<[100,1,2048]>,
|ttnn.maximum|aten::relu|4|
+|21|Tensor<[6,1,100,256]>,
Tensor<[6,1,100,256]>,
|ttnn.maximum|aten::relu|4|
+|22|Tensor<[1,100,192]>,
Tensor<[1,100,192]>,
|ttnn.maximum|aten::relu|4|
+|23|Tensor<[1,256,14,14]>,
Tensor<[1,256,14,14]>,
|ttnn.maximum|aten::relu|4|
+|24|Tensor<[1,512,7,7]>,
Tensor<[1,512,7,7]>,
|ttnn.maximum|aten::relu|4|
+|25|Tensor<[1,256,56,56]>,
Tensor<[1,256,56,56]>,
|ttnn.maximum|aten::relu|4|
+|26|Tensor<[1,1024,14,14]>,
Tensor<[1,1024,14,14]>,
|ttnn.maximum|aten::relu|4|
+|27|Tensor<[1,512,14,14]>,
Tensor<[1,512,14,14]>,
|ttnn.maximum|aten::relu|4|
+|28|Tensor<[1,2048,7,7]>,
Tensor<[1,2048,7,7]>,
|ttnn.maximum|aten::relu|4|
+|29|Tensor<[1,32,26,26]>,
Tensor<[1,32,26,26]>,
|ttnn.maximum|aten::relu|4|
+|30|Tensor<[1,64,24,24]>,
Tensor<[1,64,24,24]>,
|ttnn.maximum|aten::relu|4|
+|31|Tensor<[1,128]>,
Tensor<[1,128]>,
|ttnn.maximum|aten::relu|4|
+|32|Tensor<[1,16,19,19]>,
Tensor<[1,16,19,19]>,
|ttnn.maximum|aten::maximum|4|
+|33|Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|34|Tensor<[1,24,56,56]>,
Tensor<[1,24,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|35|Tensor<[1,40,56,56]>,
Tensor<[1,40,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|36|Tensor<[1,68,56,56]>,
Tensor<[1,68,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|37|Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|38|Tensor<[1,28,28,28]>,
Tensor<[1,28,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|39|Tensor<[1,46,28,28]>,
Tensor<[1,46,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|40|Tensor<[1,78,28,28]>,
Tensor<[1,78,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|41|Tensor<[1,134,28,28]>,
Tensor<[1,134,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|42|Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|43|Tensor<[1,34,28,28]>,
Tensor<[1,34,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|44|Tensor<[1,58,28,28]>,
Tensor<[1,58,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|45|Tensor<[1,98,28,28]>,
Tensor<[1,98,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|46|Tensor<[1,168,28,28]>,
Tensor<[1,168,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|47|Tensor<[1,320,28,28]>,
Tensor<[1,320,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|48|Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|49|Tensor<[1,68,14,14]>,
Tensor<[1,68,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|50|Tensor<[1,116,14,14]>,
Tensor<[1,116,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|51|Tensor<[1,196,14,14]>,
Tensor<[1,196,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|52|Tensor<[1,334,14,14]>,
Tensor<[1,334,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|53|Tensor<[1,640,14,14]>,
Tensor<[1,640,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|54|Tensor<[1,160,7,7]>,
Tensor<[1,160,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|55|Tensor<[1,272,7,7]>,
Tensor<[1,272,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|56|Tensor<[1,462,7,7]>,
Tensor<[1,462,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|57|Tensor<[1,1024,7,7]>,
Tensor<[1,1024,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|58|Tensor<[1,32,512,512]>,
Tensor<[1,32,512,512]>,
|ttnn.maximum|aten::leaky_relu|4|
+|59|Tensor<[1,64,256,256]>,
Tensor<[1,64,256,256]>,
|ttnn.maximum|aten::leaky_relu|4|
+|60|Tensor<[1,32,256,256]>,
Tensor<[1,32,256,256]>,
|ttnn.maximum|aten::leaky_relu|4|
+|61|Tensor<[1,128,128,128]>,
Tensor<[1,128,128,128]>,
|ttnn.maximum|aten::leaky_relu|4|
+|62|Tensor<[1,64,128,128]>,
Tensor<[1,64,128,128]>,
|ttnn.maximum|aten::leaky_relu|4|
+|63|Tensor<[1,256,64,64]>,
Tensor<[1,256,64,64]>,
|ttnn.maximum|aten::leaky_relu|4|
+|64|Tensor<[1,128,64,64]>,
Tensor<[1,128,64,64]>,
|ttnn.maximum|aten::leaky_relu|4|
+|65|Tensor<[1,512,32,32]>,
Tensor<[1,512,32,32]>,
|ttnn.maximum|aten::leaky_relu|4|
+|66|Tensor<[1,256,32,32]>,
Tensor<[1,256,32,32]>,
|ttnn.maximum|aten::leaky_relu|4|
+|67|Tensor<[1,1024,16,16]>,
Tensor<[1,1024,16,16]>,
|ttnn.maximum|aten::leaky_relu|4|
+|68|Tensor<[1,512,16,16]>,
Tensor<[1,512,16,16]>,
|ttnn.maximum|aten::leaky_relu|4|
+|69|Tensor<[1,256,16,16]>,
Tensor<[1,256,16,16]>,
|ttnn.maximum|aten::leaky_relu|4|
+|70|Tensor<[1,128,32,32]>,
Tensor<[1,128,32,32]>,
|ttnn.maximum|aten::leaky_relu|4|
+|71|Tensor<[1,4,14,14]>,
Tensor<[1,4,14,14]>,
|ttnn.maximum|aten::relu|4|
+|72|Tensor<[1,16,14,14]>,
Tensor<[1,16,14,14]>,
|ttnn.maximum|aten::relu|4|
+|73|Tensor<[1,64,224,224]>,
Tensor<[1,64,224,224]>,
|ttnn.maximum|aten::relu|4|
+|74|Tensor<[1,128,112,112]>,
Tensor<[1,128,112,112]>,
|ttnn.maximum|aten::relu|4|
+|75|Tensor<[1,64,30,40]>,
Tensor<[1,64,30,40]>,
|ttnn.maximum|aten::relu|4|
+|76|Tensor<[1,32,30,40]>,
Tensor<[1,32,30,40]>,
|ttnn.maximum|aten::relu|4|
+|77|Tensor<[1,64,60,80]>,
Tensor<[1,64,60,80]>,
|ttnn.maximum|aten::relu|4|
+|78|Tensor<[1,32,60,80]>,
Tensor<[1,32,60,80]>,
|ttnn.maximum|aten::relu|4|
+|79|Tensor<[1,64,120,160]>,
Tensor<[1,64,120,160]>,
|ttnn.maximum|aten::relu|4|
+|80|Tensor<[1,32,120,160]>,
Tensor<[1,32,120,160]>,
|ttnn.maximum|aten::relu|4|
+|81|Tensor<[1,64,480,640]>,
Tensor<[1,64,480,640]>,
|ttnn.maximum|aten::relu|4|
+|82|Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128]>,
|ttnn.maximum|aten::relu|4|
+|83|Tensor<[1,96,112,112]>,
Tensor<[1,96,112,112]>,
|ttnn.maximum|aten::hardtanh|4|
+|84|Tensor<[1,96,56,56]>,
Tensor<[1,96,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|85|Tensor<[1,144,56,56]>,
Tensor<[1,144,56,56]>,
|ttnn.maximum|aten::hardtanh|4|
+|86|Tensor<[1,144,28,28]>,
Tensor<[1,144,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|87|Tensor<[1,192,28,28]>,
Tensor<[1,192,28,28]>,
|ttnn.maximum|aten::hardtanh|4|
+|88|Tensor<[1,192,14,14]>,
Tensor<[1,192,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|89|Tensor<[1,384,14,14]>,
Tensor<[1,384,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|90|Tensor<[1,576,14,14]>,
Tensor<[1,576,14,14]>,
|ttnn.maximum|aten::hardtanh|4|
+|91|Tensor<[1,576,7,7]>,
Tensor<[1,576,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|92|Tensor<[1,960,7,7]>,
Tensor<[1,960,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|93|Tensor<[1,1280,7,7]>,
Tensor<[1,1280,7,7]>,
|ttnn.maximum|aten::hardtanh|4|
+|94|Tensor<[1,64]>,
Tensor<[1,64]>,
|ttnn.maximum|aten::relu|4|
+|95|Tensor<[1,12]>,
Tensor<[1,12]>,
|ttnn.maximum|aten::relu|4|
diff --git a/docs/ops/stablehlo/stablehlo.minimum.md b/docs/ops/stablehlo/stablehlo.minimum.md
new file mode 100644
index 00000000..43b288d3
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.minimum.md
@@ -0,0 +1,60 @@
+
+### stablehlo.minimum::ttnn.minimum
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,128,28,28]>,
Tensor<[1,128,28,28]>,
|ttnn.minimum|aten::elu|4|
+|1|Tensor<[1,32,112,112]>,
Tensor<[1,32,112,112]>,
|ttnn.minimum|aten::hardtanh|4|
+|2|Tensor<[1,64,112,112]>,
Tensor<[1,64,112,112]>,
|ttnn.minimum|aten::hardtanh|4|
+|3|Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|4|Tensor<[1,24,56,56]>,
Tensor<[1,24,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|5|Tensor<[1,40,56,56]>,
Tensor<[1,40,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|6|Tensor<[1,68,56,56]>,
Tensor<[1,68,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|7|Tensor<[1,128,56,56]>,
Tensor<[1,128,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|8|Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|9|Tensor<[1,28,28,28]>,
Tensor<[1,28,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|10|Tensor<[1,46,28,28]>,
Tensor<[1,46,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|11|Tensor<[1,78,28,28]>,
Tensor<[1,78,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|12|Tensor<[1,134,28,28]>,
Tensor<[1,134,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|13|Tensor<[1,256,28,28]>,
Tensor<[1,256,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|14|Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|15|Tensor<[1,34,28,28]>,
Tensor<[1,34,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|16|Tensor<[1,58,28,28]>,
Tensor<[1,58,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|17|Tensor<[1,98,28,28]>,
Tensor<[1,98,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|18|Tensor<[1,168,28,28]>,
Tensor<[1,168,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|19|Tensor<[1,320,28,28]>,
Tensor<[1,320,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|20|Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|21|Tensor<[1,68,14,14]>,
Tensor<[1,68,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|22|Tensor<[1,116,14,14]>,
Tensor<[1,116,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|23|Tensor<[1,196,14,14]>,
Tensor<[1,196,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|24|Tensor<[1,334,14,14]>,
Tensor<[1,334,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|25|Tensor<[1,640,14,14]>,
Tensor<[1,640,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|26|Tensor<[1,160,7,7]>,
Tensor<[1,160,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|27|Tensor<[1,272,7,7]>,
Tensor<[1,272,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|28|Tensor<[1,462,7,7]>,
Tensor<[1,462,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|29|Tensor<[1,1024,7,7]>,
Tensor<[1,1024,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|30|Tensor<[1,32,512,512]>,
Tensor<[1,32,512,512]>,
|ttnn.minimum|aten::leaky_relu|4|
+|31|Tensor<[1,64,256,256]>,
Tensor<[1,64,256,256]>,
|ttnn.minimum|aten::leaky_relu|4|
+|32|Tensor<[1,32,256,256]>,
Tensor<[1,32,256,256]>,
|ttnn.minimum|aten::leaky_relu|4|
+|33|Tensor<[1,128,128,128]>,
Tensor<[1,128,128,128]>,
|ttnn.minimum|aten::leaky_relu|4|
+|34|Tensor<[1,64,128,128]>,
Tensor<[1,64,128,128]>,
|ttnn.minimum|aten::leaky_relu|4|
+|35|Tensor<[1,256,64,64]>,
Tensor<[1,256,64,64]>,
|ttnn.minimum|aten::leaky_relu|4|
+|36|Tensor<[1,128,64,64]>,
Tensor<[1,128,64,64]>,
|ttnn.minimum|aten::leaky_relu|4|
+|37|Tensor<[1,512,32,32]>,
Tensor<[1,512,32,32]>,
|ttnn.minimum|aten::leaky_relu|4|
+|38|Tensor<[1,256,32,32]>,
Tensor<[1,256,32,32]>,
|ttnn.minimum|aten::leaky_relu|4|
+|39|Tensor<[1,1024,16,16]>,
Tensor<[1,1024,16,16]>,
|ttnn.minimum|aten::leaky_relu|4|
+|40|Tensor<[1,512,16,16]>,
Tensor<[1,512,16,16]>,
|ttnn.minimum|aten::leaky_relu|4|
+|41|Tensor<[1,256,16,16]>,
Tensor<[1,256,16,16]>,
|ttnn.minimum|aten::leaky_relu|4|
+|42|Tensor<[1,128,32,32]>,
Tensor<[1,128,32,32]>,
|ttnn.minimum|aten::leaky_relu|4|
+|43|Tensor<[1,96,112,112]>,
Tensor<[1,96,112,112]>,
|ttnn.minimum|aten::hardtanh|4|
+|44|Tensor<[1,96,56,56]>,
Tensor<[1,96,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|45|Tensor<[1,144,56,56]>,
Tensor<[1,144,56,56]>,
|ttnn.minimum|aten::hardtanh|4|
+|46|Tensor<[1,144,28,28]>,
Tensor<[1,144,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|47|Tensor<[1,192,28,28]>,
Tensor<[1,192,28,28]>,
|ttnn.minimum|aten::hardtanh|4|
+|48|Tensor<[1,192,14,14]>,
Tensor<[1,192,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|49|Tensor<[1,384,14,14]>,
Tensor<[1,384,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|50|Tensor<[1,576,14,14]>,
Tensor<[1,576,14,14]>,
|ttnn.minimum|aten::hardtanh|4|
+|51|Tensor<[1,576,7,7]>,
Tensor<[1,576,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|52|Tensor<[1,960,7,7]>,
Tensor<[1,960,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
+|53|Tensor<[1,1280,7,7]>,
Tensor<[1,1280,7,7]>,
|ttnn.minimum|aten::hardtanh|4|
diff --git a/docs/ops/stablehlo/stablehlo.multiply.md b/docs/ops/stablehlo/stablehlo.multiply.md
new file mode 100644
index 00000000..af746ae6
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.multiply.md
@@ -0,0 +1,444 @@
+
+### stablehlo.multiply::ttnn.multiply
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[32]>,
Tensor<[32]>,
|ttnn.multiply|aten::arange|4|
+|1|Tensor<[1,32,32,128]>,
Tensor<[1,32,32,128]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|2|Tensor<[1,32,128,32]>,
Tensor<[1,32,128,32]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|3|Tensor<[32,32]>,
Tensor<[32,32]>,
|ttnn.multiply|aten::mul.Tensor|5|
+|4|Tensor<[1,32,128]>,
Tensor<[1,32,128]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|5|Tensor<[1,32,4096]>,
Tensor<[1,32,4096]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|6|Tensor<[1,32,11008]>,
Tensor<[1,32,11008]>,
|ttnn.multiply|aten::mul.Tensor|5|
+|7|Tensor<[7]>,
Tensor<[7]>,
|ttnn.multiply|aten::arange|4|
+|8|Tensor<[1]>,
Tensor<[1]>,
|ttnn.multiply|aten::arange|4|
+|9|Tensor<[1,12,7,64]>,
Tensor<[1,12,7,64]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|10|Tensor<[1,12,64,7]>,
Tensor<[1,12,64,7]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|11|Tensor<[1,7,768]>,
Tensor<[1,7,768]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|12|Tensor<[7,2304]>,
Tensor<[7,2304]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|13|Tensor<[2304]>,
Tensor<[2304]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|14|Tensor<[7,768]>,
Tensor<[7,768]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|15|Tensor<[768]>,
Tensor<[768]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|16|Tensor<[7,3072]>,
Tensor<[7,3072]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|17|Tensor<[3072]>,
Tensor<[3072]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|18|Tensor<[1,7,3072]>,
Tensor<[1,7,3072]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|19|Tensor<[1,128,28,28]>,
Tensor<[1,128,28,28]>,
|ttnn.multiply|aten::elu|4|
+|20|Tensor<[1,32,112,112]>,
Tensor<[1,32,112,112]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|21|Tensor<[64]>,
Tensor<[64]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|22|Tensor<[1,64,112,112]>,
Tensor<[1,64,112,112]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|23|Tensor<[1,64,56,56]>,
Tensor<[1,64,56,56]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|24|Tensor<[128]>,
Tensor<[128]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|25|Tensor<[1,128,56,56]>,
Tensor<[1,128,56,56]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|26|Tensor<[256]>,
Tensor<[256]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|27|Tensor<[1,256,28,28]>,
Tensor<[1,256,28,28]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|28|Tensor<[512]>,
Tensor<[512]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|29|Tensor<[1,512,28,28]>,
Tensor<[1,512,28,28]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|30|Tensor<[1,1024,512]>,
Tensor<[1,1024,512]>,
|ttnn.multiply|aten::gelu|4|
+|31|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
|ttnn.multiply|aten::gelu|4|
+|32|Tensor<[256,512]>,
Tensor<[256,512]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|33|Tensor<[1,256,512]>,
Tensor<[1,256,512]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|34|Tensor<[256,256]>,
Tensor<[256,256]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|35|Tensor<[1,1000]>,
Tensor<[1,1000]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|36|Tensor<[1000]>,
Tensor<[1000]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|37|Tensor<[23]>,
Tensor<[23]>,
|ttnn.multiply|aten::arange|4|
+|38|Tensor<[40]>,
Tensor<[40]>,
|ttnn.multiply|aten::arange|4|
+|39|Tensor<[8,920,920]>,
Tensor<[8,920,920]>,
|ttnn.multiply|aten::baddbmm|4|
+|40|Tensor<[8,100,920]>,
Tensor<[8,100,920]>,
|ttnn.multiply|aten::baddbmm|4|
+|41|Tensor<[1,64,1,1]>,
Tensor<[1,64,1,1]>,
|ttnn.multiply|aten::mul.Tensor|5|
+|42|Tensor<[1,64,360,640]>,
Tensor<[1,64,360,640]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|43|Tensor<[1,64,180,320]>,
Tensor<[1,64,180,320]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|44|Tensor<[1,256,1,1]>,
Tensor<[1,256,1,1]>,
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+|413|Tensor<[2,8,7,64]>,
Tensor<[2,8,7,64]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|414|Tensor<[2,8,64,7]>,
Tensor<[2,8,64,7]>,
|ttnn.multiply|aten::mul.Scalar|4|
+|415|Tensor<[1,50,768]>,
Tensor<[1,50,768]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|416|Tensor<[50,768]>,
Tensor<[50,768]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|417|Tensor<[50,3072]>,
Tensor<[50,3072]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|418|Tensor<[1,50,3072]>,
Tensor<[1,50,3072]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|419|Tensor<[2,7,512]>,
Tensor<[2,7,512]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|420|Tensor<[14,512]>,
Tensor<[14,512]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|421|Tensor<[14,2048]>,
Tensor<[14,2048]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|422|Tensor<[2,7,2048]>,
Tensor<[2,7,2048]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|423|Tensor<[2,1]>,
Tensor<[2,1]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|424|Tensor<[27]>,
Tensor<[27]>,
|ttnn.multiply|aten::arange|4|
+|425|Tensor<[197]>,
Tensor<[197]>,
|ttnn.multiply|aten::arange|4|
+|426|Tensor<[1,197,4096]>,
Tensor<[1,197,4096]>,
|ttnn.multiply|aten::gelu|4|
+|427|Tensor<[1,197,1024]>,
Tensor<[1,197,1024]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|428|Tensor<[197,1024]>,
Tensor<[197,1024]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|429|Tensor<[1,16,27,27]>,
Tensor<[1,16,27,27]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|430|Tensor<[196,196]>,
Tensor<[196,196]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|431|Tensor<[197,4096]>,
Tensor<[197,4096]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|432|Tensor<[1,1024]>,
Tensor<[1,1024]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|433|Tensor<[1,12,27,27]>,
Tensor<[1,12,27,27]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|434|Tensor<[1,64]>,
Tensor<[1,64]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|435|Tensor<[1,12]>,
Tensor<[1,12]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|436|Tensor<[1,784]>,
Tensor<[1,784]>,
|ttnn.multiply|aten::mul.Tensor|4|
+|437|Tensor<[784]>,
Tensor<[784]>,
|ttnn.multiply|aten::mul.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.negate.md b/docs/ops/stablehlo/stablehlo.negate.md
new file mode 100644
index 00000000..80ce34c5
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.negate.md
@@ -0,0 +1,10 @@
+
+### stablehlo.negate::ttnn.neg
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,64]>,
|ttnn.neg|aten::neg|5|
+|1|Tensor<[19]>,
|ttnn.neg|aten::neg|5|
+|2|Tensor<[1,71,7,32]>,
|ttnn.neg|aten::neg|5|
+|3|Tensor<[1,1,7,32]>,
|ttnn.neg|aten::neg|5|
diff --git a/docs/ops/stablehlo/stablehlo.not.md b/docs/ops/stablehlo/stablehlo.not.md
new file mode 100644
index 00000000..9009f977
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.not.md
@@ -0,0 +1,7 @@
+
+### stablehlo.not::ttnn.not
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,23,40]>,
|ttnn.not|aten::bitwise_not|5|
diff --git a/docs/ops/stablehlo/stablehlo.power.md b/docs/ops/stablehlo/stablehlo.power.md
new file mode 100644
index 00000000..f0e90b03
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.power.md
@@ -0,0 +1,21 @@
+
+### stablehlo.power::ttnn.pow
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,4096]>,
Tensor<[1,32,4096]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|1|Tensor<[1,7,3072]>,
Tensor<[1,7,3072]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|2|Tensor<[128]>,
Tensor<[128]>,
|ttnn.pow|aten::pow.Scalar|4|
+|3|Tensor<[16]>,
Tensor<[16]>,
|ttnn.pow|aten::pow.Tensor_Tensor|4|
+|4|Tensor<[1,12,3072]>,
Tensor<[1,12,3072]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|5|Tensor<[1,9,3072]>,
Tensor<[1,9,3072]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|6|Tensor<[1,9,128]>,
Tensor<[1,9,128]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|7|Tensor<[1,9,8192]>,
Tensor<[1,9,8192]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|8|Tensor<[1,9,4096]>,
Tensor<[1,9,4096]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|9|Tensor<[1,9,16384]>,
Tensor<[1,9,16384]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|10|Tensor<[1,14,3072]>,
Tensor<[1,14,3072]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|11|Tensor<[1,512]>,
Tensor<[1,512]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|12|Tensor<[1,1]>,
Tensor<[1,1]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|13|Tensor<[2,512]>,
Tensor<[2,512]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
+|14|Tensor<[2,1]>,
Tensor<[2,1]>,
|ttnn.pow|aten::pow.Tensor_Scalar|4|
diff --git a/docs/ops/stablehlo/stablehlo.reduce_stablehlo.add.md b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.add.md
new file mode 100644
index 00000000..6199412d
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.add.md
@@ -0,0 +1,62 @@
+
+### stablehlo.reduce_stablehlo.add::ttnn.sum
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|1|Tensor<[1,32,4096]>,
Scalar,
dim: [2]
|ttnn.sum|aten::mean.dim|4|
+|2|Tensor<[1,12,7,7]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|3|Tensor<[1,512,256]>,
Scalar,
dim: [2]
|ttnn.sum|aten::mean.dim|4|
+|4|Tensor<[8,920,920]>,
Scalar,
dim: [2]
|ttnn.sum|aten::_softmax|4|
+|5|Tensor<[8,100,100]>,
Scalar,
dim: [2]
|ttnn.sum|aten::_softmax|4|
+|6|Tensor<[8,100,920]>,
Scalar,
dim: [2]
|ttnn.sum|aten::_softmax|4|
+|7|Tensor<[1,12,10,10]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|8|Tensor<[1,8,4096,4096]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|9|Tensor<[1,8,4096,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|10|Tensor<[1,8,1024,1024]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|11|Tensor<[1,8,1024,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|12|Tensor<[1,8,256,256]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|13|Tensor<[1,8,256,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|14|Tensor<[1,8,64,64]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|15|Tensor<[1,8,64,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|16|Tensor<[1,12,25,25]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|17|Tensor<[1,3,1445,1445]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|18|Tensor<[1,512,7,7]>,
Scalar,
dim: [2,
|ttnn.sum|aten::mean.dim|4|
+|19|Tensor<[1,12,8,8]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|20|Tensor<[1,8,256,2048]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|21|Tensor<[1,8,2048,256]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|22|Tensor<[1,2048,7,7]>,
Scalar,
dim: [2,
|ttnn.sum|aten::mean.dim|4|
+|23|Tensor<[1,12,201,201]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|24|Tensor<[1,12,16]>,
Scalar,
dim: [1]
|ttnn.sum|aten::sum.dim_IntList|4|
+|25|Tensor<[1,12,16]>,
Scalar,
dim: [2]
|ttnn.sum|aten::sum.dim_IntList|4|
+|26|Tensor<[1,10]>,
Scalar,
dim: [1]
|ttnn.sum|aten::sum.dim_IntList|5|
+|27|Tensor<[16,19,19]>,
Scalar,
dim: [2]
|ttnn.sum|aten::_softmax|4|
+|28|Tensor<[19]>,
Scalar,
dim: [0]
|ttnn.sum|aten::sum|4|
+|29|Tensor<[19,256008]>,
Scalar,
dim: [1]
|ttnn.sum|aten::sum.dim_IntList|5|
+|30|Tensor<[1,1024,7,7]>,
Scalar,
dim: [2,
|ttnn.sum|aten::mean.dim|4|
+|31|Tensor<[1,16,32,32]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|32|Tensor<[1,12,16,16]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|33|Tensor<[1,1,19200,300]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|34|Tensor<[1,2,4800,300]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|35|Tensor<[1,5,1200,300]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|36|Tensor<[1,8,300,300]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|37|Tensor<[1,12,197,197]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|38|Tensor<[1,1,16384,256]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|39|Tensor<[1,2,4096,256]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|40|Tensor<[1,5,1024,256]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|41|Tensor<[1,71,7,7]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|42|Tensor<[1,1280,7,7]>,
Scalar,
dim: [2,
|ttnn.sum|aten::mean.dim|4|
+|43|Tensor<[1,12,12,12]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|44|Tensor<[1,12,9,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|45|Tensor<[1,16,9,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|46|Tensor<[1,64,9,9]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|47|Tensor<[1,12,14,14]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|48|Tensor<[1,12,50,50]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|49|Tensor<[2,8,7,7]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_safe_softmax|4|
+|50|Tensor<[1,512]>,
Scalar,
dim: [1]
|ttnn.sum|aten::sum.dim_IntList|4|
+|51|Tensor<[2,512]>,
Scalar,
dim: [1]
|ttnn.sum|aten::sum.dim_IntList|4|
+|52|Tensor<[1,16,197,197]>,
Scalar,
dim: [3]
|ttnn.sum|aten::_softmax|4|
+|53|Tensor<[1,196,1024]>,
Scalar,
dim: [1]
|ttnn.sum|aten::mean.dim|4|
+|54|Tensor<[196,196,2]>,
Scalar,
dim: [2]
|ttnn.sum|aten::sum.dim_IntList|4|
+|55|Tensor<[1,196,768]>,
Scalar,
dim: [1]
|ttnn.sum|aten::mean.dim|4|
diff --git a/docs/ops/stablehlo/stablehlo.reduce_stablehlo.and.md b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.and.md
new file mode 100644
index 00000000..ed5b9ba0
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.and.md
@@ -0,0 +1,29 @@
+
+### stablehlo.reduce_stablehlo.and::ttnn.?
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|1|Tensor<[1,12,7,7]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|2|Tensor<[1,12,10,10]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|3|Tensor<[1,8,4096,4096]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|4|Tensor<[1,8,4096,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|5|Tensor<[1,8,1024,1024]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|6|Tensor<[1,8,1024,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|7|Tensor<[1,8,256,256]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|8|Tensor<[1,8,256,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|9|Tensor<[1,8,64,64]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|10|Tensor<[1,8,64,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|11|Tensor<[1,12,25,25]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|12|Tensor<[1,3,1445,1445]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|13|Tensor<[1,12,16,16]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|14|Tensor<[1,12,197,197]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|15|Tensor<[1,71,7,7]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|16|Tensor<[1,12,12,12]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|17|Tensor<[1,12,9,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|18|Tensor<[1,16,9,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|19|Tensor<[1,64,9,9]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|20|Tensor<[1,12,14,14]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|21|Tensor<[1,12,50,50]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
+|22|Tensor<[2,8,7,7]>,
Scalar,
dim: [3]
|ttnn.?|aten::_safe_softmax|4|
diff --git a/docs/ops/stablehlo/stablehlo.reduce_stablehlo.maximum.md b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.maximum.md
new file mode 100644
index 00000000..bf74d9db
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reduce_stablehlo.maximum.md
@@ -0,0 +1,49 @@
+
+### stablehlo.reduce_stablehlo.maximum::ttnn.max
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|1|Tensor<[1,12,7,7]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|2|Tensor<[8,920,920]>,
Scalar,
dim: [2]
|ttnn.max|aten::_softmax|4|
+|3|Tensor<[8,100,100]>,
Scalar,
dim: [2]
|ttnn.max|aten::_softmax|4|
+|4|Tensor<[8,100,920]>,
Scalar,
dim: [2]
|ttnn.max|aten::_softmax|4|
+|5|Tensor<[1,12,10,10]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|6|Tensor<[1,8,4096,4096]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|7|Tensor<[1,8,4096,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|8|Tensor<[1,8,1024,1024]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|9|Tensor<[1,8,1024,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|10|Tensor<[1,8,256,256]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|11|Tensor<[1,8,256,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|12|Tensor<[1,8,64,64]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|13|Tensor<[1,8,64,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|14|Tensor<[1,12,25,25]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|15|Tensor<[1,3,1445,1445]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|16|Tensor<[1,12,8,8]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|17|Tensor<[1,8,256,2048]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|18|Tensor<[1,8,2048,256]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|19|Tensor<[1,12,201,201]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|20|Tensor<[1]>,
Scalar,
dim: [0]
|ttnn.max|aten::max|4|
+|21|Tensor<[1,10]>,
Scalar,
dim: [1]
|ttnn.max|aten::amax|5|
+|22|Tensor<[16,19,19]>,
Scalar,
dim: [2]
|ttnn.max|aten::_softmax|4|
+|23|Tensor<[19,256008]>,
Scalar,
dim: [1]
|ttnn.max|aten::amax|5|
+|24|Tensor<[1,16,32,32]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|25|Tensor<[1,12,16,16]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|26|Tensor<[1,1,19200,300]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|27|Tensor<[1,2,4800,300]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|28|Tensor<[1,5,1200,300]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|29|Tensor<[1,8,300,300]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|30|Tensor<[1,12,197,197]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|31|Tensor<[1,1,16384,256]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|32|Tensor<[1,2,4096,256]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|33|Tensor<[1,5,1024,256]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
+|34|Tensor<[1,71,7,7]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|35|Tensor<[1,12,12,12]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|36|Tensor<[1,12,9,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|37|Tensor<[1,16,9,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|38|Tensor<[1,64,9,9]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|39|Tensor<[1,12,14,14]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|40|Tensor<[1,12,50,50]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|41|Tensor<[2,8,7,7]>,
Scalar,
dim: [3]
|ttnn.max|aten::_safe_softmax|4|
+|42|Tensor<[1,16,197,197]>,
Scalar,
dim: [3]
|ttnn.max|aten::_softmax|4|
diff --git a/docs/ops/stablehlo/stablehlo.reduce_window_stablehlo.add.md b/docs/ops/stablehlo/stablehlo.reduce_window_stablehlo.add.md
new file mode 100644
index 00000000..6e17bf81
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reduce_window_stablehlo.add.md
@@ -0,0 +1,9 @@
+
+### stablehlo.reduce_window_stablehlo.add::ttnn.avg_pool2d
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,23,40]>,
Scalar,
|ttnn.avg_pool2d|aten::cumsum|4|
+|1|Tensor<[1,10]>,
Scalar,
|ttnn.avg_pool2d|aten::cumsum|4|
+|2|Tensor<[1,32]>,
Scalar,
|ttnn.avg_pool2d|aten::cumsum|4|
diff --git a/docs/ops/stablehlo/stablehlo.remainder.md b/docs/ops/stablehlo/stablehlo.remainder.md
new file mode 100644
index 00000000..36f717ba
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.remainder.md
@@ -0,0 +1,7 @@
+
+### stablehlo.remainder::ttnn.remainder
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1]>,
Tensor<[1]>,
|ttnn.remainder|aten::remainder.Scalar|4|
diff --git a/docs/ops/stablehlo/stablehlo.reshape.md b/docs/ops/stablehlo/stablehlo.reshape.md
new file mode 100644
index 00000000..92798671
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reshape.md
@@ -0,0 +1,896 @@
+
+### stablehlo.reshape::ttnn.reshape
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32]>,
Tensor<[1,32,32,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|1|Tensor<[1]>,
Scalar,
|ttnn.reshape|aten::_safe_softmax|4|
+|2|Tensor<[1,64,32]>,
Tensor<[1,64,32]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|3|Tensor<[32,4096]>,
Tensor<[1,32,4096]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|4|Tensor<[32,11008]>,
Tensor<[1,32,11008]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|5|Tensor<[32,32000]>,
Tensor<[1,32,32000]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|6|Scalar,
Tensor<[1]>,
|ttnn.reshape|aten::arange|4|
+|7|Tensor<[1,32]>,
Tensor<[1,32,1]>,
|ttnn.reshape|aten::mean.dim|4|
+|8|Tensor<[32]>,
Tensor<[32,1]>,
|ttnn.reshape|aten::triu|4|
+|9|Tensor<[32]>,
Tensor<[1,32]>,
|ttnn.reshape|aten::triu|4|
+|10|Tensor<[32,32]>,
Tensor<[1,32,32]>,
|ttnn.reshape|aten::unsqueeze|5|
+|11|Tensor<[1,32,32]>,
Tensor<[1,1,32,32]>,
|ttnn.reshape|aten::unsqueeze|5|
+|12|Tensor<[1,32]>,
Tensor<[1,1,32]>,
|ttnn.reshape|aten::unsqueeze|4|
+|13|Tensor<[1,1,32]>,
Tensor<[1,1,1,32]>,
|ttnn.reshape|aten::unsqueeze|4|
+|14|Tensor<[64]>,
Tensor<[1,64]>,
|ttnn.reshape|aten::unsqueeze|5|
+|15|Tensor<[1,64]>,
Tensor<[1,64,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|16|Tensor<[1,32,128]>,
Tensor<[1,1,32,128]>,
|ttnn.reshape|aten::unsqueeze|5|
+|17|Tensor<[1,64,1]>,
Tensor<[1,64,1]>,
|ttnn.reshape|aten::view|5|
+|18|Tensor<[1,1,32]>,
Tensor<[1,1,32]>,
|ttnn.reshape|aten::view|5|
+|19|Tensor<[1,32,4096]>,
Tensor<[32,4096]>,
|ttnn.reshape|aten::view|5|
+|20|Tensor<[1,32,4096]>,
Tensor<[1,32,32,128]>,
|ttnn.reshape|aten::view|5|
+|21|Tensor<[1,32,32,128]>,
Tensor<[32,32,128]>,
|ttnn.reshape|aten::view|5|
+|22|Tensor<[1,32,128,32]>,
Tensor<[32,128,32]>,
|ttnn.reshape|aten::view|5|
+|23|Tensor<[32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.reshape|aten::view|5|
+|24|Tensor<[1,32,32,32]>,
Tensor<[32,32,32]>,
|ttnn.reshape|aten::view|5|
+|25|Tensor<[32,32,128]>,
Tensor<[1,32,32,128]>,
|ttnn.reshape|aten::view|5|
+|26|Tensor<[1,32,32,128]>,
Tensor<[1,32,4096]>,
|ttnn.reshape|aten::view|5|
+|27|Tensor<[1,32,11008]>,
Tensor<[32,11008]>,
|ttnn.reshape|aten::view|5|
+|28|Tensor<[1,12,7]>,
Tensor<[1,12,7,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|29|Tensor<[7,2]>,
Tensor<[1,7,2]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|30|Tensor<[1]>,
Tensor<[1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|31|Tensor<[7]>,
Tensor<[1,7]>,
|ttnn.reshape|aten::unsqueeze|4|
+|32|Tensor<[7,7]>,
Tensor<[1,7,7]>,
|ttnn.reshape|aten::unsqueeze|5|
+|33|Tensor<[1,7,7]>,
Tensor<[1,1,7,7]>,
|ttnn.reshape|aten::unsqueeze|5|
+|34|Tensor<[1,7]>,
Tensor<[1,1,7]>,
|ttnn.reshape|aten::unsqueeze|4|
+|35|Tensor<[1,1,7]>,
Tensor<[1,1,1,7]>,
|ttnn.reshape|aten::unsqueeze|4|
+|36|Tensor<[1,7]>,
Tensor<[1,7]>,
|ttnn.reshape|aten::view|4|
+|37|Tensor<[7]>,
Tensor<[7,1]>,
|ttnn.reshape|aten::view|4|
+|38|Tensor<[1,7,768]>,
Tensor<[7,768]>,
|ttnn.reshape|aten::view|5|
+|39|Tensor<[7,2304]>,
Tensor<[1,7,2304]>,
|ttnn.reshape|aten::view|5|
+|40|Tensor<[1,7,768]>,
Tensor<[1,7,12,64]>,
|ttnn.reshape|aten::view|5|
+|41|Tensor<[1,12,7,64]>,
Tensor<[12,7,64]>,
|ttnn.reshape|aten::view|5|
+|42|Tensor<[1,12,64,7]>,
Tensor<[12,64,7]>,
|ttnn.reshape|aten::view|5|
+|43|Tensor<[12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.reshape|aten::view|5|
+|44|Tensor<[1,12,7,7]>,
Tensor<[12,7,7]>,
|ttnn.reshape|aten::view|5|
+|45|Tensor<[12,7,64]>,
Tensor<[1,12,7,64]>,
|ttnn.reshape|aten::view|5|
+|46|Tensor<[1,7,12,64]>,
Tensor<[1,7,768]>,
|ttnn.reshape|aten::view|5|
+|47|Tensor<[7,768]>,
Tensor<[1,7,768]>,
|ttnn.reshape|aten::view|5|
+|48|Tensor<[7,3072]>,
Tensor<[1,7,3072]>,
|ttnn.reshape|aten::view|5|
+|49|Tensor<[1,7,3072]>,
Tensor<[7,3072]>,
|ttnn.reshape|aten::view|5|
+|50|Tensor<[1,7,768]>,
Tensor<[1,7,768]>,
|ttnn.reshape|aten::view|5|
+|51|Tensor<[128]>,
Tensor<[128,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|52|Tensor<[512]>,
Tensor<[512,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|53|Tensor<[19]>,
Tensor<[19,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|54|Tensor<[38]>,
Tensor<[38,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|55|Tensor<[32,1]>,
Tensor<[32,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|56|Tensor<[64]>,
Tensor<[64,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|57|Tensor<[64,1]>,
Tensor<[64,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|58|Tensor<[128]>,
Tensor<[128,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|59|Tensor<[128,1]>,
Tensor<[128,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|60|Tensor<[256]>,
Tensor<[256,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|61|Tensor<[256,1]>,
Tensor<[256,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|62|Tensor<[512]>,
Tensor<[512,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|63|Tensor<[512,1]>,
Tensor<[512,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|64|Tensor<[1,16,16,16,16,3]>,
Tensor<[1,256,768]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|65|Tensor<[1024]>,
Tensor<[1024,1]>,
|ttnn.reshape|aten::convolution|4|
+|66|Tensor<[1,3,256,256]>,
Tensor<[1,3,16,16,16,16]>,
|ttnn.reshape|aten::view|4|
+|67|Tensor<[1,256,768]>,
Tensor<[256,768]>,
|ttnn.reshape|aten::view|5|
+|68|Tensor<[256,512]>,
Tensor<[1,256,512]>,
|ttnn.reshape|aten::view|5|
+|69|Tensor<[1,256,512]>,
Tensor<[256,512]>,
|ttnn.reshape|aten::view|5|
+|70|Tensor<[256,256]>,
Tensor<[1,256,256]>,
|ttnn.reshape|aten::view|5|
+|71|Tensor<[1,256,256]>,
Tensor<[256,256]>,
|ttnn.reshape|aten::view|5|
+|72|Tensor<[8,920]>,
Tensor<[8,920,1]>,
|ttnn.reshape|aten::_softmax|4|
+|73|Tensor<[8,100]>,
Tensor<[8,100,1]>,
|ttnn.reshape|aten::_softmax|4|
+|74|Tensor<[920,1,256]>,
Tensor<[920,1,256]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|75|Tensor<[6,100,92]>,
Tensor<[6,1,100,92]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|76|Tensor<[6,1,100,92]>,
Tensor<[6,100,92]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|77|Tensor<[6,100,256]>,
Tensor<[6,1,100,256]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|78|Tensor<[6,1,100,256]>,
Tensor<[6,100,256]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|79|Tensor<[600,256]>,
Tensor<[6,1,100,256]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|80|Tensor<[6,1,100,256]>,
Tensor<[600,256]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|81|Tensor<[600,4]>,
Tensor<[6,1,100,4]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|82|Tensor<[6,1,100,4]>,
Tensor<[600,4]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|83|Tensor<[256]>,
Tensor<[256,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|84|Tensor<[1,1]>,
Tensor<[1,1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|85|Tensor<[1,1,1]>,
Tensor<[1,1,1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|86|Tensor<[1,1,23,40]>,
Tensor<[1,1,23,40,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|87|Tensor<[100,1,256]>,
Tensor<[1,100,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|88|Tensor<[1,100,1,256]>,
Tensor<[1,100,1,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|89|Tensor<[1,100,1,1,256]>,
Tensor<[1,100,1,1,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|90|Tensor<[1,100,1,1,1,256]>,
Tensor<[100,1,1,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|91|Tensor<[100,1,1,1,256]>,
Tensor<[100,1,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|92|Tensor<[100,1,1,256]>,
Tensor<[100,1,256]>,
|ttnn.reshape|aten::repeat|4|
+|93|Tensor<[1,3,720,1280]>,
Tensor<[3,720,1280]>,
|ttnn.reshape|aten::select.int|5|
+|94|Tensor<[1,720,1280]>,
Tensor<[720,1280]>,
|ttnn.reshape|aten::select.int|4|
+|95|Tensor<[1,1,23,40]>,
Tensor<[1,23,40]>,
|ttnn.reshape|aten::select.int|4|
+|96|Tensor<[1,1,100,4]>,
Tensor<[1,100,4]>,
|ttnn.reshape|aten::select.int|4|
+|97|Tensor<[1,1,100,92]>,
Tensor<[1,100,92]>,
|ttnn.reshape|aten::select.int|4|
+|98|Tensor<[3,720,1280]>,
Tensor<[1,3,720,1280]>,
|ttnn.reshape|aten::select_scatter|4|
+|99|Tensor<[720,1280]>,
Tensor<[1,720,1280]>,
|ttnn.reshape|aten::select_scatter|4|
+|100|Tensor<[1,23,40,64]>,
Tensor<[1,23,40,64,1]>,
|ttnn.reshape|aten::stack|5|
+|101|Tensor<[1,720,1280]>,
Tensor<[1,1,720,1280]>,
|ttnn.reshape|aten::unsqueeze|4|
+|102|Tensor<[23]>,
Tensor<[23,1]>,
|ttnn.reshape|aten::unsqueeze|4|
+|103|Tensor<[1,23,40]>,
Tensor<[1,23,40,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|104|Tensor<[100,256]>,
Tensor<[100,1,256]>,
|ttnn.reshape|aten::unsqueeze|5|
+|105|Tensor<[64]>,
Tensor<[1,64,1,1]>,
|ttnn.reshape|aten::view|5|
+|106|Tensor<[256]>,
Tensor<[1,256,1,1]>,
|ttnn.reshape|aten::view|5|
+|107|Tensor<[128]>,
Tensor<[1,128,1,1]>,
|ttnn.reshape|aten::view|5|
+|108|Tensor<[512]>,
Tensor<[1,512,1,1]>,
|ttnn.reshape|aten::view|5|
+|109|Tensor<[1024]>,
Tensor<[1,1024,1,1]>,
|ttnn.reshape|aten::view|5|
+|110|Tensor<[2048]>,
Tensor<[1,2048,1,1]>,
|ttnn.reshape|aten::view|5|
+|111|Tensor<[1,23,40,64,2]>,
Tensor<[1,23,40,128]>,
|ttnn.reshape|aten::view|5|
+|112|Tensor<[1,256,23,40]>,
Tensor<[1,256,920]>,
|ttnn.reshape|aten::view|5|
+|113|Tensor<[1,23,40]>,
Tensor<[1,920]>,
|ttnn.reshape|aten::view|4|
+|114|Tensor<[920,256,256]>,
Tensor<[920,256,256]>,
|ttnn.reshape|aten::view|5|
+|115|Tensor<[920,1,256]>,
Tensor<[920,8,32]>,
|ttnn.reshape|aten::view|5|
+|116|Tensor<[1,920]>,
Tensor<[1,1,1,920]>,
|ttnn.reshape|aten::view|5|
+|117|Tensor<[1,8,1,920]>,
Tensor<[8,1,920]>,
|ttnn.reshape|aten::view|5|
+|118|Tensor<[920,8,32]>,
Tensor<[920,256]>,
|ttnn.reshape|aten::view|5|
+|119|Tensor<[920,256]>,
Tensor<[920,1,256]>,
|ttnn.reshape|aten::view|5|
+|120|Tensor<[920,1,256]>,
Tensor<[920,256]>,
|ttnn.reshape|aten::view|5|
+|121|Tensor<[920,2048]>,
Tensor<[920,1,2048]>,
|ttnn.reshape|aten::view|5|
+|122|Tensor<[920,1,2048]>,
Tensor<[920,2048]>,
|ttnn.reshape|aten::view|5|
+|123|Tensor<[100,1,256]>,
Tensor<[100,256]>,
|ttnn.reshape|aten::view|5|
+|124|Tensor<[100,1,256]>,
Tensor<[100,8,32]>,
|ttnn.reshape|aten::view|5|
+|125|Tensor<[100,8,32]>,
Tensor<[100,256]>,
|ttnn.reshape|aten::view|5|
+|126|Tensor<[100,2048]>,
Tensor<[100,1,2048]>,
|ttnn.reshape|aten::view|5|
+|127|Tensor<[100,1,2048]>,
Tensor<[100,2048]>,
|ttnn.reshape|aten::view|5|
+|128|Tensor<[6,1,256,92]>,
Tensor<[6,256,92]>,
|ttnn.reshape|aten::view|5|
+|129|Tensor<[6,1,256,256]>,
Tensor<[6,256,256]>,
|ttnn.reshape|aten::view|5|
+|130|Tensor<[1,12,10]>,
Tensor<[1,12,10,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|131|Tensor<[1,10]>,
Tensor<[1,1,10]>,
|ttnn.reshape|aten::unsqueeze|4|
+|132|Tensor<[1,1,10]>,
Tensor<[1,1,1,10]>,
|ttnn.reshape|aten::unsqueeze|4|
+|133|Tensor<[1,10,768]>,
Tensor<[10,768]>,
|ttnn.reshape|aten::view|5|
+|134|Tensor<[10,768]>,
Tensor<[1,10,768]>,
|ttnn.reshape|aten::view|5|
+|135|Tensor<[1,10,768]>,
Tensor<[1,10,12,64]>,
|ttnn.reshape|aten::view|5|
+|136|Tensor<[1,12,10,64]>,
Tensor<[12,10,64]>,
|ttnn.reshape|aten::view|5|
+|137|Tensor<[1,12,64,10]>,
Tensor<[12,64,10]>,
|ttnn.reshape|aten::view|5|
+|138|Tensor<[12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.reshape|aten::view|5|
+|139|Tensor<[1,12,10,10]>,
Tensor<[12,10,10]>,
|ttnn.reshape|aten::view|5|
+|140|Tensor<[12,10,64]>,
Tensor<[1,12,10,64]>,
|ttnn.reshape|aten::view|5|
+|141|Tensor<[1,10,12,64]>,
Tensor<[1,10,768]>,
|ttnn.reshape|aten::view|5|
+|142|Tensor<[10,3072]>,
Tensor<[1,10,3072]>,
|ttnn.reshape|aten::view|5|
+|143|Tensor<[1,10,3072]>,
Tensor<[10,3072]>,
|ttnn.reshape|aten::view|5|
+|144|Tensor<[10,250002]>,
Tensor<[1,10,250002]>,
|ttnn.reshape|aten::view|5|
+|145|Tensor<[1,8,4096]>,
Tensor<[1,8,4096,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|146|Tensor<[1,8,1024]>,
Tensor<[1,8,1024,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|147|Tensor<[1,8,256]>,
Tensor<[1,8,256,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|148|Tensor<[1,8,64]>,
Tensor<[1,8,64,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|149|Tensor<[4096,320]>,
Tensor<[1,4096,320]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|150|Tensor<[9,320]>,
Tensor<[1,9,320]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|151|Tensor<[1024,640]>,
Tensor<[1,1024,640]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|152|Tensor<[9,640]>,
Tensor<[1,9,640]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|153|Tensor<[256,1280]>,
Tensor<[1,256,1280]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|154|Tensor<[9,1280]>,
Tensor<[1,9,1280]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|155|Tensor<[64,1280]>,
Tensor<[1,64,1280]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|156|Tensor<[320]>,
Tensor<[320,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|157|Tensor<[640]>,
Tensor<[640,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|158|Tensor<[1280]>,
Tensor<[1280,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|159|Tensor<[4]>,
Tensor<[4,1,1]>,
|ttnn.reshape|aten::convolution|4|
+|160|Tensor<[1280]>,
Tensor<[1280,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|161|Tensor<[1280,1]>,
Tensor<[1280,1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|162|Tensor<[1,1280,16,16]>,
Tensor<[1,1280,16,16,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|163|Tensor<[1,1280,32,32]>,
Tensor<[1,1280,32,32,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|164|Tensor<[640]>,
Tensor<[640,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|165|Tensor<[640,1]>,
Tensor<[640,1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|166|Tensor<[1,640,64,64]>,
Tensor<[1,640,64,64,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|167|Tensor<[160]>,
Tensor<[1,160]>,
|ttnn.reshape|aten::unsqueeze|5|
+|168|Tensor<[320]>,
Tensor<[1,320]>,
|ttnn.reshape|aten::unsqueeze|5|
+|169|Tensor<[1,320]>,
Tensor<[1,320,1]>,
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Tensor<[71,64,7]>,
|ttnn.reshape|aten::view|5|
+|729|Tensor<[1,71,7,7]>,
Tensor<[71,7,7]>,
|ttnn.reshape|aten::view|5|
+|730|Tensor<[1,7,18176]>,
Tensor<[7,18176]>,
|ttnn.reshape|aten::view|5|
+|731|Tensor<[1,1280]>,
Tensor<[1,1280,1,1]>,
|ttnn.reshape|aten::mean.dim|4|
+|732|Tensor<[96]>,
Tensor<[96,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|733|Tensor<[96,1]>,
Tensor<[96,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|734|Tensor<[144]>,
Tensor<[144,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|735|Tensor<[144,1]>,
Tensor<[144,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|736|Tensor<[192]>,
Tensor<[192,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|737|Tensor<[192,1]>,
Tensor<[192,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|738|Tensor<[384]>,
Tensor<[384,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|739|Tensor<[384,1]>,
Tensor<[384,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|740|Tensor<[576]>,
Tensor<[576,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|741|Tensor<[576,1]>,
Tensor<[576,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|742|Tensor<[960]>,
Tensor<[960,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|743|Tensor<[960,1]>,
Tensor<[960,1,1]>,
|ttnn.reshape|aten::unsqueeze|5|
+|744|Tensor<[1,1280,1,1]>,
Tensor<[1,1280]>,
|ttnn.reshape|aten::view|5|
+|745|Tensor<[1,12,12]>,
Tensor<[1,12,12,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|746|Tensor<[1,12]>,
Tensor<[1,1,12]>,
|ttnn.reshape|aten::unsqueeze|4|
+|747|Tensor<[1,1,12]>,
Tensor<[1,1,1,12]>,
|ttnn.reshape|aten::unsqueeze|4|
+|748|Tensor<[1,12,128]>,
Tensor<[12,128]>,
|ttnn.reshape|aten::view|5|
+|749|Tensor<[12,768]>,
Tensor<[1,12,768]>,
|ttnn.reshape|aten::view|5|
+|750|Tensor<[1,12,768]>,
Tensor<[12,768]>,
|ttnn.reshape|aten::view|5|
+|751|Tensor<[1,12,768]>,
Tensor<[1,12,12,64]>,
|ttnn.reshape|aten::view|5|
+|752|Tensor<[1,12,12,64]>,
Tensor<[12,12,64]>,
|ttnn.reshape|aten::view|5|
+|753|Tensor<[1,12,64,12]>,
Tensor<[12,64,12]>,
|ttnn.reshape|aten::view|5|
+|754|Tensor<[12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.reshape|aten::view|5|
+|755|Tensor<[1,12,12,12]>,
Tensor<[12,12,12]>,
|ttnn.reshape|aten::view|5|
+|756|Tensor<[12,12,64]>,
Tensor<[1,12,12,64]>,
|ttnn.reshape|aten::view|5|
+|757|Tensor<[1,12,12,64]>,
Tensor<[1,12,768]>,
|ttnn.reshape|aten::view|5|
+|758|Tensor<[12,3072]>,
Tensor<[1,12,3072]>,
|ttnn.reshape|aten::view|5|
+|759|Tensor<[1,12,3072]>,
Tensor<[12,3072]>,
|ttnn.reshape|aten::view|5|
+|760|Tensor<[12,2]>,
Tensor<[1,12,2]>,
|ttnn.reshape|aten::view|5|
+|761|Tensor<[1,12,9]>,
Tensor<[1,12,9,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|762|Tensor<[1,9]>,
Tensor<[1,1,9]>,
|ttnn.reshape|aten::unsqueeze|4|
+|763|Tensor<[1,1,9]>,
Tensor<[1,1,1,9]>,
|ttnn.reshape|aten::unsqueeze|4|
+|764|Tensor<[1,9,128]>,
Tensor<[9,128]>,
|ttnn.reshape|aten::view|5|
+|765|Tensor<[9,768]>,
Tensor<[1,9,768]>,
|ttnn.reshape|aten::view|5|
+|766|Tensor<[1,9,768]>,
Tensor<[1,9,12,64]>,
|ttnn.reshape|aten::view|5|
+|767|Tensor<[1,12,9,64]>,
Tensor<[12,9,64]>,
|ttnn.reshape|aten::view|5|
+|768|Tensor<[1,12,64,9]>,
Tensor<[12,64,9]>,
|ttnn.reshape|aten::view|5|
+|769|Tensor<[12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.reshape|aten::view|5|
+|770|Tensor<[1,12,9,9]>,
Tensor<[12,9,9]>,
|ttnn.reshape|aten::view|5|
+|771|Tensor<[12,9,64]>,
Tensor<[1,12,9,64]>,
|ttnn.reshape|aten::view|5|
+|772|Tensor<[1,9,12,64]>,
Tensor<[1,9,768]>,
|ttnn.reshape|aten::view|5|
+|773|Tensor<[9,3072]>,
Tensor<[1,9,3072]>,
|ttnn.reshape|aten::view|5|
+|774|Tensor<[1,9,3072]>,
Tensor<[9,3072]>,
|ttnn.reshape|aten::view|5|
+|775|Tensor<[9,128]>,
Tensor<[1,9,128]>,
|ttnn.reshape|aten::view|5|
+|776|Tensor<[9,30000]>,
Tensor<[1,9,30000]>,
|ttnn.reshape|aten::view|5|
+|777|Tensor<[1,16,9]>,
Tensor<[1,16,9,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|778|Tensor<[9,2048]>,
Tensor<[1,9,2048]>,
|ttnn.reshape|aten::view|5|
+|779|Tensor<[1,9,2048]>,
Tensor<[9,2048]>,
|ttnn.reshape|aten::view|5|
+|780|Tensor<[1,9,2048]>,
Tensor<[1,9,16,128]>,
|ttnn.reshape|aten::view|5|
+|781|Tensor<[1,16,9,128]>,
Tensor<[16,9,128]>,
|ttnn.reshape|aten::view|5|
+|782|Tensor<[1,16,128,9]>,
Tensor<[16,128,9]>,
|ttnn.reshape|aten::view|5|
+|783|Tensor<[16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.reshape|aten::view|5|
+|784|Tensor<[1,16,9,9]>,
Tensor<[16,9,9]>,
|ttnn.reshape|aten::view|5|
+|785|Tensor<[16,9,128]>,
Tensor<[1,16,9,128]>,
|ttnn.reshape|aten::view|5|
+|786|Tensor<[1,9,16,128]>,
Tensor<[1,9,2048]>,
|ttnn.reshape|aten::view|5|
+|787|Tensor<[9,8192]>,
Tensor<[1,9,8192]>,
|ttnn.reshape|aten::view|5|
+|788|Tensor<[1,9,8192]>,
Tensor<[9,8192]>,
|ttnn.reshape|aten::view|5|
+|789|Tensor<[9,1024]>,
Tensor<[1,9,1024]>,
|ttnn.reshape|aten::view|5|
+|790|Tensor<[1,9,1024]>,
Tensor<[9,1024]>,
|ttnn.reshape|aten::view|5|
+|791|Tensor<[1,9,1024]>,
Tensor<[1,9,16,64]>,
|ttnn.reshape|aten::view|5|
+|792|Tensor<[1,16,9,64]>,
Tensor<[16,9,64]>,
|ttnn.reshape|aten::view|5|
+|793|Tensor<[1,16,64,9]>,
Tensor<[16,64,9]>,
|ttnn.reshape|aten::view|5|
+|794|Tensor<[16,9,64]>,
Tensor<[1,16,9,64]>,
|ttnn.reshape|aten::view|5|
+|795|Tensor<[1,9,16,64]>,
Tensor<[1,9,1024]>,
|ttnn.reshape|aten::view|5|
+|796|Tensor<[9,4096]>,
Tensor<[1,9,4096]>,
|ttnn.reshape|aten::view|5|
+|797|Tensor<[1,9,4096]>,
Tensor<[9,4096]>,
|ttnn.reshape|aten::view|5|
+|798|Tensor<[1,64,9]>,
Tensor<[1,64,9,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|799|Tensor<[1,9,4096]>,
Tensor<[1,9,64,64]>,
|ttnn.reshape|aten::view|5|
+|800|Tensor<[1,64,9,64]>,
Tensor<[64,9,64]>,
|ttnn.reshape|aten::view|5|
+|801|Tensor<[1,64,64,9]>,
Tensor<[64,64,9]>,
|ttnn.reshape|aten::view|5|
+|802|Tensor<[64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.reshape|aten::view|5|
+|803|Tensor<[1,64,9,9]>,
Tensor<[64,9,9]>,
|ttnn.reshape|aten::view|5|
+|804|Tensor<[64,9,64]>,
Tensor<[1,64,9,64]>,
|ttnn.reshape|aten::view|5|
+|805|Tensor<[1,9,64,64]>,
Tensor<[1,9,4096]>,
|ttnn.reshape|aten::view|5|
+|806|Tensor<[9,16384]>,
Tensor<[1,9,16384]>,
|ttnn.reshape|aten::view|5|
+|807|Tensor<[1,9,16384]>,
Tensor<[9,16384]>,
|ttnn.reshape|aten::view|5|
+|808|Tensor<[1,12,14]>,
Tensor<[1,12,14,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|809|Tensor<[1,14,1]>,
Tensor<[1,14]>,
|ttnn.reshape|aten::squeeze.dim|5|
+|810|Tensor<[1,14]>,
Tensor<[1,1,14]>,
|ttnn.reshape|aten::unsqueeze|4|
+|811|Tensor<[1,1,14]>,
Tensor<[1,1,1,14]>,
|ttnn.reshape|aten::unsqueeze|4|
+|812|Tensor<[1,14,128]>,
Tensor<[14,128]>,
|ttnn.reshape|aten::view|5|
+|813|Tensor<[14,768]>,
Tensor<[1,14,768]>,
|ttnn.reshape|aten::view|5|
+|814|Tensor<[1,14,768]>,
Tensor<[14,768]>,
|ttnn.reshape|aten::view|5|
+|815|Tensor<[1,14,768]>,
Tensor<[1,14,12,64]>,
|ttnn.reshape|aten::view|5|
+|816|Tensor<[1,12,14,64]>,
Tensor<[12,14,64]>,
|ttnn.reshape|aten::view|5|
+|817|Tensor<[1,12,64,14]>,
Tensor<[12,64,14]>,
|ttnn.reshape|aten::view|5|
+|818|Tensor<[12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.reshape|aten::view|5|
+|819|Tensor<[1,12,14,14]>,
Tensor<[12,14,14]>,
|ttnn.reshape|aten::view|5|
+|820|Tensor<[12,14,64]>,
Tensor<[1,12,14,64]>,
|ttnn.reshape|aten::view|5|
+|821|Tensor<[1,14,12,64]>,
Tensor<[1,14,768]>,
|ttnn.reshape|aten::view|5|
+|822|Tensor<[14,3072]>,
Tensor<[1,14,3072]>,
|ttnn.reshape|aten::view|5|
+|823|Tensor<[1,14,3072]>,
Tensor<[14,3072]>,
|ttnn.reshape|aten::view|5|
+|824|Tensor<[14,2]>,
Tensor<[1,14,2]>,
|ttnn.reshape|aten::view|5|
+|825|Tensor<[1,12,50]>,
Tensor<[1,12,50,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|826|Tensor<[2,8,7]>,
Tensor<[2,8,7,1]>,
|ttnn.reshape|aten::_safe_softmax|4|
+|827|Tensor<[2,8,7,64]>,
Tensor<[16,7,64]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|828|Tensor<[2,8,64,7]>,
Tensor<[16,64,7]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|829|Tensor<[2]>,
Tensor<[2,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|830|Tensor<[2,7]>,
Tensor<[2,1,7]>,
|ttnn.reshape|aten::unsqueeze|4|
+|831|Tensor<[2,1,7]>,
Tensor<[2,1,1,7]>,
|ttnn.reshape|aten::unsqueeze|4|
+|832|Tensor<[1,768,7,7]>,
Tensor<[1,768,49]>,
|ttnn.reshape|aten::view|5|
+|833|Tensor<[1,50,768]>,
Tensor<[50,768]>,
|ttnn.reshape|aten::view|5|
+|834|Tensor<[50,768]>,
Tensor<[1,50,768]>,
|ttnn.reshape|aten::view|5|
+|835|Tensor<[1,50,768]>,
Tensor<[1,50,12,64]>,
|ttnn.reshape|aten::view|5|
+|836|Tensor<[1,12,50,64]>,
Tensor<[12,50,64]>,
|ttnn.reshape|aten::view|5|
+|837|Tensor<[1,12,64,50]>,
Tensor<[12,64,50]>,
|ttnn.reshape|aten::view|5|
+|838|Tensor<[12,50,50]>,
Tensor<[1,12,50,50]>,
|ttnn.reshape|aten::view|5|
+|839|Tensor<[1,12,50,50]>,
Tensor<[12,50,50]>,
|ttnn.reshape|aten::view|5|
+|840|Tensor<[12,50,64]>,
Tensor<[1,12,50,64]>,
|ttnn.reshape|aten::view|5|
+|841|Tensor<[1,50,12,64]>,
Tensor<[1,50,768]>,
|ttnn.reshape|aten::view|5|
+|842|Tensor<[50,3072]>,
Tensor<[1,50,3072]>,
|ttnn.reshape|aten::view|5|
+|843|Tensor<[1,50,3072]>,
Tensor<[50,3072]>,
|ttnn.reshape|aten::view|5|
+|844|Tensor<[2,7]>,
Tensor<[2,7]>,
|ttnn.reshape|aten::view|4|
+|845|Tensor<[2,7,512]>,
Tensor<[14,512]>,
|ttnn.reshape|aten::view|5|
+|846|Tensor<[14,512]>,
Tensor<[2,7,512]>,
|ttnn.reshape|aten::view|5|
+|847|Tensor<[2,7,512]>,
Tensor<[2,7,8,64]>,
|ttnn.reshape|aten::view|5|
+|848|Tensor<[16,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.reshape|aten::view|5|
+|849|Tensor<[2,8,7,7]>,
Tensor<[16,7,7]>,
|ttnn.reshape|aten::view|5|
+|850|Tensor<[16,7,64]>,
Tensor<[2,8,7,64]>,
|ttnn.reshape|aten::view|5|
+|851|Tensor<[2,7,8,64]>,
Tensor<[2,7,512]>,
|ttnn.reshape|aten::view|5|
+|852|Tensor<[14,2048]>,
Tensor<[2,7,2048]>,
|ttnn.reshape|aten::view|5|
+|853|Tensor<[2,7,2048]>,
Tensor<[14,2048]>,
|ttnn.reshape|aten::view|5|
+|854|Tensor<[1,16,197]>,
Tensor<[1,16,197,1]>,
|ttnn.reshape|aten::_softmax|4|
+|855|Tensor<[197,1024]>,
Tensor<[1,197,1024]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|856|Tensor<[16,197,197]>,
Tensor<[1,16,197,197]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|857|Tensor<[16,197,64]>,
Tensor<[1,16,197,64]>,
|ttnn.reshape|aten::_unsafe_view|5|
+|858|Tensor<[1,16,27,27]>,
Tensor<[1,16,27,27,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|859|Tensor<[38809]>,
Tensor<[38809,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|860|Tensor<[196,196,1]>,
Tensor<[196,196]>,
|ttnn.reshape|aten::select.int|4|
+|861|Tensor<[1,197]>,
Tensor<[197]>,
|ttnn.reshape|aten::select.int|4|
+|862|Tensor<[197,1]>,
Tensor<[197]>,
|ttnn.reshape|aten::select.int|4|
+|863|Tensor<[196,196]>,
Tensor<[196,196,1]>,
|ttnn.reshape|aten::select_scatter|4|
+|864|Tensor<[197]>,
Tensor<[1,197]>,
|ttnn.reshape|aten::select_scatter|4|
+|865|Tensor<[197]>,
Tensor<[197,1]>,
|ttnn.reshape|aten::select_scatter|4|
+|866|Tensor<[14,14]>,
Tensor<[1,14,14]>,
|ttnn.reshape|aten::stack|4|
+|867|Tensor<[2,196]>,
Tensor<[2,196,1]>,
|ttnn.reshape|aten::unsqueeze|4|
+|868|Tensor<[2,196]>,
Tensor<[2,1,196]>,
|ttnn.reshape|aten::unsqueeze|4|
+|869|Tensor<[1,1024,14,14]>,
Tensor<[1,1024,196]>,
|ttnn.reshape|aten::view|5|
+|870|Tensor<[1,197,1024]>,
Tensor<[197,1024]>,
|ttnn.reshape|aten::view|5|
+|871|Tensor<[1,197,1024]>,
Tensor<[1,197,16,64]>,
|ttnn.reshape|aten::view|5|
+|872|Tensor<[1,16,197,64]>,
Tensor<[16,197,64]>,
|ttnn.reshape|aten::view|5|
+|873|Tensor<[1,16,64,197]>,
Tensor<[16,64,197]>,
|ttnn.reshape|aten::view|5|
+|874|Tensor<[729,16]>,
Tensor<[1,27,27,16]>,
|ttnn.reshape|aten::view|5|
+|875|Tensor<[27]>,
Tensor<[27,1]>,
|ttnn.reshape|aten::view|5|
+|876|Tensor<[1,27,27,16]>,
Tensor<[729,16]>,
|ttnn.reshape|aten::view|5|
+|877|Tensor<[14]>,
Tensor<[1,14]>,
|ttnn.reshape|aten::view|4|
+|878|Tensor<[2,14,14]>,
Tensor<[2,196]>,
|ttnn.reshape|aten::view|4|
+|879|Tensor<[197,197]>,
Tensor<[38809]>,
|ttnn.reshape|aten::view|4|
+|880|Tensor<[38809,16]>,
Tensor<[197,197,16]>,
|ttnn.reshape|aten::view|5|
+|881|Tensor<[1,16,197,197]>,
Tensor<[16,197,197]>,
|ttnn.reshape|aten::view|5|
+|882|Tensor<[1,197,16,64]>,
Tensor<[1,197,1024]>,
|ttnn.reshape|aten::view|5|
+|883|Tensor<[197,4096]>,
Tensor<[1,197,4096]>,
|ttnn.reshape|aten::view|5|
+|884|Tensor<[1,197,4096]>,
Tensor<[197,4096]>,
|ttnn.reshape|aten::view|5|
+|885|Tensor<[12,1]>,
Tensor<[12,1,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|886|Tensor<[1,12,27,27]>,
Tensor<[1,12,27,27,1]>,
|ttnn.reshape|aten::index.Tensor|4|
+|887|Tensor<[729,12]>,
Tensor<[1,27,27,12]>,
|ttnn.reshape|aten::view|5|
+|888|Tensor<[1,27,27,12]>,
Tensor<[729,12]>,
|ttnn.reshape|aten::view|5|
+|889|Tensor<[38809,12]>,
Tensor<[197,197,12]>,
|ttnn.reshape|aten::view|5|
diff --git a/docs/ops/stablehlo/stablehlo.reverse.md b/docs/ops/stablehlo/stablehlo.reverse.md
new file mode 100644
index 00000000..ce56e7f5
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.reverse.md
@@ -0,0 +1,13 @@
+
+### stablehlo.reverse::ttnn.?
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[2,2,256,512]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|1|Tensor<[2,2,128,256]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|2|Tensor<[2,2,64,128]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|3|Tensor<[2,2,32,64]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|4|Tensor<[2,2,16,4]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|5|Tensor<[2,2,1,16]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
+|6|Tensor<[2,2,512,1024]>,
dims: [0, 1]
|ttnn.?|aten::convolution|4|
diff --git a/docs/ops/stablehlo/stablehlo.rng.md b/docs/ops/stablehlo/stablehlo.rng.md
new file mode 100644
index 00000000..f76616e7
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.rng.md
@@ -0,0 +1,7 @@
+
+### stablehlo.rng
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Scalar,
Scalar,
Tensor<[3]>,
distribution: UNIFORM
||aten::rand|4|
diff --git a/docs/ops/stablehlo/stablehlo.rsqrt.md b/docs/ops/stablehlo/stablehlo.rsqrt.md
new file mode 100644
index 00000000..59077d3b
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.rsqrt.md
@@ -0,0 +1,69 @@
+
+### stablehlo.rsqrt::ttnn.rsqrt
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|1|Tensor<[1,7,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|2|Tensor<[1,1024,512]>,
|ttnn.rsqrt|aten::gelu|4|
+|3|Tensor<[1,256,256]>,
|ttnn.rsqrt|aten::gelu|4|
+|4|Tensor<[1,256,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|5|Tensor<[1,64,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|6|Tensor<[1,256,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|7|Tensor<[1,128,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|8|Tensor<[1,512,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|9|Tensor<[1,1024,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|10|Tensor<[1,2048,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|11|Tensor<[920,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|12|Tensor<[100,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|13|Tensor<[1,10,3072]>,
|ttnn.rsqrt|aten::gelu|4|
+|14|Tensor<[1,10,768]>,
|ttnn.rsqrt|aten::gelu|4|
+|15|Tensor<[1,10,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|16|Tensor<[1,4096,1280]>,
|ttnn.rsqrt|aten::gelu|4|
+|17|Tensor<[1,1024,2560]>,
|ttnn.rsqrt|aten::gelu|4|
+|18|Tensor<[1,256,5120]>,
|ttnn.rsqrt|aten::gelu|4|
+|19|Tensor<[1,64,5120]>,
|ttnn.rsqrt|aten::gelu|4|
+|20|Tensor<[1,32,1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|21|Tensor<[1,4096,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|22|Tensor<[1,1024,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|23|Tensor<[1,64,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|24|Tensor<[1,25,3072]>,
|ttnn.rsqrt|aten::gelu|4|
+|25|Tensor<[1,25,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|26|Tensor<[1,1445,768]>,
|ttnn.rsqrt|aten::gelu|4|
+|27|Tensor<[1,1445,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|28|Tensor<[1,3072,8]>,
|ttnn.rsqrt|aten::gelu|4|
+|29|Tensor<[1,8,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|30|Tensor<[1,256,1280]>,
|ttnn.rsqrt|aten::gelu|4|
+|31|Tensor<[1,2048,768]>,
|ttnn.rsqrt|aten::gelu|4|
+|32|Tensor<[1,2048,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|33|Tensor<[1,201,3072]>,
|ttnn.rsqrt|aten::gelu|4|
+|34|Tensor<[1,1536]>,
|ttnn.rsqrt|aten::gelu|4|
+|35|Tensor<[1,201,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|36|Tensor<[1,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|37|Tensor<[1,19,4096]>,
|ttnn.rsqrt|aten::gelu|4|
+|38|Tensor<[1,19,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|39|Tensor<[1,16,3072]>,
|ttnn.rsqrt|aten::gelu|4|
+|40|Tensor<[1,16,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|41|Tensor<[1,19200,256]>,
|ttnn.rsqrt|aten::gelu|4|
+|42|Tensor<[1,4800,512]>,
|ttnn.rsqrt|aten::gelu|4|
+|43|Tensor<[1,1200,1280]>,
|ttnn.rsqrt|aten::gelu|4|
+|44|Tensor<[1,300,2048]>,
|ttnn.rsqrt|aten::gelu|4|
+|45|Tensor<[1,19200,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|46|Tensor<[1,300,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|47|Tensor<[1,4800,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|48|Tensor<[1,1200,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|49|Tensor<[1,197,3072]>,
|ttnn.rsqrt|aten::gelu|4|
+|50|Tensor<[1,197,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|51|Tensor<[1,16384,128]>,
|ttnn.rsqrt|aten::gelu|4|
+|52|Tensor<[1,4096,256]>,
|ttnn.rsqrt|aten::gelu|4|
+|53|Tensor<[1,1024,640]>,
|ttnn.rsqrt|aten::gelu|4|
+|54|Tensor<[1,256,1024]>,
|ttnn.rsqrt|aten::gelu|4|
+|55|Tensor<[1,16384,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|56|Tensor<[1,7,18176]>,
|ttnn.rsqrt|aten::gelu|4|
+|57|Tensor<[1,12,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|58|Tensor<[1,9,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|59|Tensor<[1,14,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|60|Tensor<[1,50,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|61|Tensor<[2,7,1]>,
|ttnn.rsqrt|aten::rsqrt|5|
+|62|Tensor<[1,197,4096]>,
|ttnn.rsqrt|aten::gelu|4|
diff --git a/docs/ops/stablehlo/stablehlo.scatter.md b/docs/ops/stablehlo/stablehlo.scatter.md
new file mode 100644
index 00000000..e6d055a5
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.scatter.md
@@ -0,0 +1,12 @@
+
+### stablehlo.scatter::ttnn.scatter
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,3,720,1280]>,
Tensor<[1,1]>,
Tensor<[1,3,720,1280]>,
update_window_dims: [1, 2, 3]
inserted_window_dims: [0]
scatter_dims_to_operand_dims: [0]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
+|1|Tensor<[1,720,1280]>,
Tensor<[1,1]>,
Tensor<[1,720,1280]>,
update_window_dims: [1, 2]
inserted_window_dims: [0]
scatter_dims_to_operand_dims: [0]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
+|2|Tensor<[196,196,2]>,
Tensor<[1,1]>,
Tensor<[196,196,1]>,
update_window_dims: [0, 1]
inserted_window_dims: [2]
scatter_dims_to_operand_dims: [2]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
+|3|Tensor<[197,197]>,
Tensor<[1,1]>,
Tensor<[1,197]>,
update_window_dims: [1]
inserted_window_dims: [0]
scatter_dims_to_operand_dims: [0]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
+|4|Tensor<[197,197]>,
Tensor<[1,1]>,
Tensor<[197,1]>,
update_window_dims: [0]
inserted_window_dims: [1]
scatter_dims_to_operand_dims: [1]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
+|5|Tensor<[197]>,
Tensor<[1,1]>,
Tensor<[1]>,
inserted_window_dims: [0]
scatter_dims_to_operand_dims: [0]
index_vector_dim: 1>
|ttnn.scatter|aten::select_scatter|4|
diff --git a/docs/ops/stablehlo/stablehlo.select.md b/docs/ops/stablehlo/stablehlo.select.md
new file mode 100644
index 00000000..f1777843
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.select.md
@@ -0,0 +1,47 @@
+
+### stablehlo.select::ttnn.where
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.where|aten::_safe_softmax|4|
+|1|Tensor<[32,32]>,
Tensor<[32,32]>,
|ttnn.where|aten::triu|4|
+|2|Tensor<[1,1,32,32]>,
Tensor<[1,1,32,32]>,
|ttnn.where|aten::where.self|4|
+|3|Tensor<[1,12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.where|aten::_safe_softmax|4|
+|4|Tensor<[7,7]>,
Tensor<[7,7]>,
|ttnn.where|aten::where.self|4|
+|5|Tensor<[1,1,7,7]>,
Tensor<[1,1,7,7]>,
|ttnn.where|aten::where.self|4|
+|6|Tensor<[1,920]>,
Tensor<[1,920]>,
|ttnn.where|aten::where.self|4|
+|7|Tensor<[1,12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.where|aten::_safe_softmax|4|
+|8|Tensor<[1,1,10,10]>,
Tensor<[1,1,10,10]>,
|ttnn.where|aten::where.self|4|
+|9|Tensor<[1,8,4096,4096]>,
Tensor<[1,8,4096,4096]>,
|ttnn.where|aten::_safe_softmax|4|
+|10|Tensor<[1,8,4096,9]>,
Tensor<[1,8,4096,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|11|Tensor<[1,8,1024,1024]>,
Tensor<[1,8,1024,1024]>,
|ttnn.where|aten::_safe_softmax|4|
+|12|Tensor<[1,8,1024,9]>,
Tensor<[1,8,1024,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|13|Tensor<[1,8,256,256]>,
Tensor<[1,8,256,256]>,
|ttnn.where|aten::_safe_softmax|4|
+|14|Tensor<[1,8,256,9]>,
Tensor<[1,8,256,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|15|Tensor<[1,8,64,64]>,
Tensor<[1,8,64,64]>,
|ttnn.where|aten::_safe_softmax|4|
+|16|Tensor<[1,8,64,9]>,
Tensor<[1,8,64,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|17|Tensor<[1,12,25,25]>,
Tensor<[1,12,25,25]>,
|ttnn.where|aten::_safe_softmax|4|
+|18|Tensor<[1,1,25,25]>,
Tensor<[1,1,25,25]>,
|ttnn.where|aten::where.self|4|
+|19|Tensor<[1,3,1445,1445]>,
Tensor<[1,3,1445,1445]>,
|ttnn.where|aten::_safe_softmax|4|
+|20|Tensor<[19,19]>,
Tensor<[19,19]>,
|ttnn.where|aten::where.self|4|
+|21|Tensor<[1,1,19,19]>,
Tensor<[1,1,19,19]>,
|ttnn.where|aten::where.self|4|
+|22|Tensor<[1,19]>,
Tensor<[1,19]>,
|ttnn.where|aten::where.self|4|
+|23|Tensor<[19]>,
Tensor<[19]>,
|ttnn.where|aten::where.self|4|
+|24|Tensor<[1,12,16,16]>,
Tensor<[1,12,16,16]>,
|ttnn.where|aten::_safe_softmax|4|
+|25|Tensor<[1,1,16,16]>,
Tensor<[1,1,16,16]>,
|ttnn.where|aten::where.self|4|
+|26|Tensor<[1,12,197,197]>,
Tensor<[1,12,197,197]>,
|ttnn.where|aten::_safe_softmax|4|
+|27|Tensor<[1,71,7,7]>,
Tensor<[1,71,7,7]>,
|ttnn.where|aten::_safe_softmax|4|
+|28|Tensor<[1,12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.where|aten::_safe_softmax|4|
+|29|Tensor<[1,1,12,12]>,
Tensor<[1,1,12,12]>,
|ttnn.where|aten::where.self|4|
+|30|Tensor<[1,12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|31|Tensor<[1,1,9,9]>,
Tensor<[1,1,9,9]>,
|ttnn.where|aten::where.self|4|
+|32|Tensor<[1,16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|33|Tensor<[1,64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.where|aten::_safe_softmax|4|
+|34|Tensor<[1,12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.where|aten::_safe_softmax|4|
+|35|Tensor<[1,1,14,14]>,
Tensor<[1,1,14,14]>,
|ttnn.where|aten::where.self|4|
+|36|Tensor<[1,12,50,50]>,
Tensor<[1,12,50,50]>,
|ttnn.where|aten::_safe_softmax|4|
+|37|Tensor<[2,8,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.where|aten::_safe_softmax|4|
+|38|Tensor<[2,1,7,7]>,
Tensor<[2,1,7,7]>,
|ttnn.where|aten::where.self|4|
+|39|Tensor<[196,197]>,
Tensor<[196,197]>,
|ttnn.where|aten::where.self|4|
+|40|Tensor<[197,197]>,
Tensor<[197,197]>,
|ttnn.where|aten::where.self|4|
diff --git a/docs/ops/stablehlo/stablehlo.sine.md b/docs/ops/stablehlo/stablehlo.sine.md
new file mode 100644
index 00000000..1f18f66b
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.sine.md
@@ -0,0 +1,10 @@
+
+### stablehlo.sine::ttnn.sin
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,128]>,
|ttnn.sin|aten::sin|4|
+|1|Tensor<[1,23,40,64]>,
|ttnn.sin|aten::sin|4|
+|2|Tensor<[1,160]>,
|ttnn.sin|aten::sin|4|
+|3|Tensor<[1,7,64]>,
|ttnn.sin|aten::sin|4|
diff --git a/docs/ops/stablehlo/stablehlo.slice.md b/docs/ops/stablehlo/stablehlo.slice.md
new file mode 100644
index 00000000..80ad752f
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.slice.md
@@ -0,0 +1,92 @@
+
+### stablehlo.slice::ttnn.slice
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,128]>,
indices: [0:1, 0:32, 0:32, 0:64]
|ttnn.reshape|aten::slice.Tensor|4|
+|1|Tensor<[1,32,32,128]>,
indices: [0:1, 0:32, 0:32, 64:128]
|ttnn.reshape|aten::slice.Tensor|4|
+|2|Tensor<[1,7,2304]>,
indices: [0:1, 0:7, 0:768]
|ttnn.reshape|aten::slice.Tensor|4|
+|3|Tensor<[1,7,2304]>,
indices: [0:1, 0:7, 768:1536]
|ttnn.reshape|aten::slice.Tensor|4|
+|4|Tensor<[1,7,2304]>,
indices: [0:1, 0:7, 1536:2304]
|ttnn.reshape|aten::slice.Tensor|4|
+|5|Tensor<[1,185,28,28]>,
indices: [0:1, 0:128, 0:28, 0:28]
|ttnn.reshape|aten::slice.Tensor|4|
+|6|Tensor<[1,185,28,28]>,
indices: [0:1, 128:185, 0:28, 0:28]
|ttnn.reshape|aten::slice.Tensor|4|
+|7|Tensor<[6,1,100,4]>,
indices: [5:6, 0:1, 0:100, 0:4]
|ttnn.reshape|aten::select.int|4|
+|8|Tensor<[6,1,100,92]>,
indices: [5:6, 0:1, 0:100, 0:92]
|ttnn.reshape|aten::select.int|4|
+|9|Tensor<[1,23,40]>,
indices: [0:1, 22:23, 0:40]
|ttnn.reshape|aten::slice.Tensor|4|
+|10|Tensor<[1,23,40]>,
indices: [0:1, 0:23, 39:40]
|ttnn.reshape|aten::slice.Tensor|4|
+|11|Tensor<[1,23,40,128]>,
indices: [0:1, 0:23, 0:40, 0:128:2]
|ttnn.reshape|aten::slice.Tensor|4|
+|12|Tensor<[1,23,40,128]>,
indices: [0:1, 0:23, 0:40, 1:128:2]
|ttnn.reshape|aten::slice.Tensor|4|
+|13|Tensor<[768,256]>,
indices: [0:256, 0:256]
|ttnn.reshape|aten::slice.Tensor|4|
+|14|Tensor<[768,256]>,
indices: [256:512, 0:256]
|ttnn.reshape|aten::slice.Tensor|4|
+|15|Tensor<[768,256]>,
indices: [512:768, 0:256]
|ttnn.reshape|aten::slice.Tensor|4|
+|16|Tensor<[768]>,
indices: [0:256]
|ttnn.reshape|aten::slice.Tensor|4|
+|17|Tensor<[768]>,
indices: [256:512]
|ttnn.reshape|aten::slice.Tensor|4|
+|18|Tensor<[768]>,
indices: [512:768]
|ttnn.reshape|aten::slice.Tensor|4|
+|19|Tensor<[1,514]>,
indices: [0:1, 0:10]
|ttnn.reshape|aten::slice.Tensor|4|
+|20|Tensor<[1,320]>,
indices: [0:1, 160:320]
|ttnn.reshape|aten::slice.Tensor|4|
+|21|Tensor<[1,320]>,
indices: [0:1, 0:160]
|ttnn.reshape|aten::slice.Tensor|4|
+|22|Tensor<[1,4096,2560]>,
indices: [0:1, 0:4096, 0:1280]
|ttnn.reshape|aten::slice.Tensor|4|
+|23|Tensor<[1,4096,2560]>,
indices: [0:1, 0:4096, 1280:2560]
|ttnn.reshape|aten::slice.Tensor|4|
+|24|Tensor<[1,1024,5120]>,
indices: [0:1, 0:1024, 0:2560]
|ttnn.reshape|aten::slice.Tensor|4|
+|25|Tensor<[1,1024,5120]>,
indices: [0:1, 0:1024, 2560:5120]
|ttnn.reshape|aten::slice.Tensor|4|
+|26|Tensor<[1,256,10240]>,
indices: [0:1, 0:256, 0:5120]
|ttnn.reshape|aten::slice.Tensor|4|
+|27|Tensor<[1,256,10240]>,
indices: [0:1, 0:256, 5120:10240]
|ttnn.reshape|aten::slice.Tensor|4|
+|28|Tensor<[1,64,10240]>,
indices: [0:1, 0:64, 0:5120]
|ttnn.reshape|aten::slice.Tensor|4|
+|29|Tensor<[1,64,10240]>,
indices: [0:1, 0:64, 5120:10240]
|ttnn.reshape|aten::slice.Tensor|4|
+|30|Tensor<[1,25,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|31|Tensor<[1,512]>,
indices: [0:1, 0:25]
|ttnn.reshape|aten::slice.Tensor|4|
+|32|Tensor<[1,25,2]>,
indices: [0:1, 0:25, 0:1]
|ttnn.reshape|aten::slice.Tensor|4|
+|33|Tensor<[1,25,2]>,
indices: [0:1, 0:25, 1:2]
|ttnn.reshape|aten::slice.Tensor|4|
+|34|Tensor<[1,4251,192]>,
indices: [0:1, 0:1, 0:192]
|ttnn.reshape|aten::select.int|4|
+|35|Tensor<[1,4251,192]>,
indices: [0:1, 4151:4251, 0:192]
|ttnn.reshape|aten::slice.Tensor|4|
+|36|Tensor<[1,4251,192]>,
indices: [0:1, 1:4151, 0:192]
|ttnn.reshape|aten::slice.Tensor|4|
+|37|Tensor<[1,1445,192]>,
indices: [0:1, 1345:1445, 0:192]
|ttnn.reshape|aten::slice.Tensor|4|
+|38|Tensor<[1,8,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|39|Tensor<[1,512]>,
indices: [0:1, 0:8]
|ttnn.reshape|aten::slice.Tensor|4|
+|40|Tensor<[1,16]>,
indices: [0:1, 0:1]
|ttnn.reshape|aten::select.int|4|
+|41|Tensor<[1,12]>,
indices: [0:1, 0:1]
|ttnn.reshape|aten::select.int|4|
+|42|Tensor<[192,2]>,
indices: [0:192, 0:1]
|ttnn.reshape|aten::select.int|4|
+|43|Tensor<[1,201,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|44|Tensor<[1,40]>,
indices: [0:1, 0:8]
|ttnn.reshape|aten::slice.Tensor|4|
+|45|Tensor<[1,145,768]>,
indices: [0:1, 1:145, 0:768]
|ttnn.reshape|aten::slice.Tensor|4|
+|46|Tensor<[1,19]>,
indices: [0:1, 18:19]
|ttnn.reshape|aten::select.int|4|
+|47|Tensor<[1,19]>,
indices: [0:1, 1:19]
|ttnn.reshape|aten::slice.Tensor|4|
+|48|Tensor<[1,19]>,
indices: [0:1, 0:18]
|ttnn.reshape|aten::slice.Tensor|4|
+|49|Tensor<[1,32,16,3,96]>,
indices: [0:1, 0:32, 0:16, 0:1, 0:96]
|ttnn.reshape|aten::select.int|4|
+|50|Tensor<[1,32,16,3,96]>,
indices: [0:1, 0:32, 0:16, 1:2, 0:96]
|ttnn.reshape|aten::select.int|4|
+|51|Tensor<[1,32,16,3,96]>,
indices: [0:1, 0:32, 0:16, 2:3, 0:96]
|ttnn.reshape|aten::select.int|4|
+|52|Tensor<[1,512]>,
indices: [0:1, 0:16]
|ttnn.reshape|aten::slice.Tensor|4|
+|53|Tensor<[1,2,30,40]>,
indices: [0:1, 0:1, 0:30, 0:40]
|ttnn.reshape|aten::select.int|4|
+|54|Tensor<[1,2,30,40]>,
indices: [0:1, 1:2, 0:30, 0:40]
|ttnn.reshape|aten::select.int|4|
+|55|Tensor<[1,2,60,80]>,
indices: [0:1, 0:1, 0:60, 0:80]
|ttnn.reshape|aten::select.int|4|
+|56|Tensor<[1,2,60,80]>,
indices: [0:1, 1:2, 0:60, 0:80]
|ttnn.reshape|aten::select.int|4|
+|57|Tensor<[1,2,120,160]>,
indices: [0:1, 0:1, 0:120, 0:160]
|ttnn.reshape|aten::select.int|4|
+|58|Tensor<[1,2,120,160]>,
indices: [0:1, 1:2, 0:120, 0:160]
|ttnn.reshape|aten::select.int|4|
+|59|Tensor<[1,197,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|60|Tensor<[1,7,73,64]>,
indices: [0:1, 0:7, 0:71, 0:64]
|ttnn.reshape|aten::slice.Tensor|4|
+|61|Tensor<[1,71,7,64]>,
indices: [0:1, 0:71, 0:7, 0:32]
|ttnn.reshape|aten::slice.Tensor|4|
+|62|Tensor<[1,71,7,64]>,
indices: [0:1, 0:71, 0:7, 32:64]
|ttnn.reshape|aten::slice.Tensor|4|
+|63|Tensor<[1,1,7,64]>,
indices: [0:1, 0:1, 0:7, 0:32]
|ttnn.reshape|aten::slice.Tensor|4|
+|64|Tensor<[1,1,7,64]>,
indices: [0:1, 0:1, 0:7, 32:64]
|ttnn.reshape|aten::slice.Tensor|4|
+|65|Tensor<[1,512]>,
indices: [0:1, 0:12]
|ttnn.reshape|aten::slice.Tensor|4|
+|66|Tensor<[1,512]>,
indices: [0:1, 0:9]
|ttnn.reshape|aten::slice.Tensor|4|
+|67|Tensor<[1,9,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|68|Tensor<[1,512]>,
indices: [0:1, 0:14]
|ttnn.reshape|aten::slice.Tensor|4|
+|69|Tensor<[1,14,2]>,
indices: [0:1, 0:14, 0:1]
|ttnn.reshape|aten::slice.Tensor|4|
+|70|Tensor<[1,14,2]>,
indices: [0:1, 0:14, 1:2]
|ttnn.reshape|aten::slice.Tensor|4|
+|71|Tensor<[1,50,768]>,
indices: [0:1, 0:1, 0:768]
|ttnn.reshape|aten::select.int|4|
+|72|Tensor<[1,77]>,
indices: [0:1, 0:7]
|ttnn.reshape|aten::slice.Tensor|4|
+|73|Tensor<[196,196,2]>,
indices: [0:196, 0:196, 0:1]
|ttnn.reshape|aten::select.int|4|
+|74|Tensor<[196,196,2]>,
indices: [0:196, 0:196, 1:2]
|ttnn.reshape|aten::select.int|4|
+|75|Tensor<[197,197]>,
indices: [0:1, 0:197]
|ttnn.reshape|aten::select.int|4|
+|76|Tensor<[197,197]>,
indices: [0:197, 0:1]
|ttnn.reshape|aten::select.int|4|
+|77|Tensor<[197]>,
indices: [0:1]
|ttnn.reshape|aten::select.int|4|
+|78|Tensor<[732,16]>,
indices: [0:729, 0:16]
|ttnn.reshape|aten::slice.Tensor|4|
+|79|Tensor<[732,16]>,
indices: [729:732, 0:16]
|ttnn.reshape|aten::slice.Tensor|4|
+|80|Tensor<[197,197]>,
indices: [1:197, 0:197]
|ttnn.reshape|aten::slice.Tensor|4|
+|81|Tensor<[196,197]>,
indices: [0:196, 1:197]
|ttnn.reshape|aten::slice.Tensor|4|
+|82|Tensor<[1,197,1024]>,
indices: [0:1, 1:197, 0:1024]
|ttnn.reshape|aten::slice.Tensor|4|
+|83|Tensor<[732,12]>,
indices: [0:729, 0:12]
|ttnn.reshape|aten::slice.Tensor|4|
+|84|Tensor<[732,12]>,
indices: [729:732, 0:12]
|ttnn.reshape|aten::slice.Tensor|4|
+|85|Tensor<[1,197,768]>,
indices: [0:1, 1:197, 0:768]
|ttnn.reshape|aten::slice.Tensor|4|
diff --git a/docs/ops/stablehlo/stablehlo.sqrt.md b/docs/ops/stablehlo/stablehlo.sqrt.md
new file mode 100644
index 00000000..9ef2c16a
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.sqrt.md
@@ -0,0 +1,42 @@
+
+### stablehlo.sqrt::ttnn.sqrt
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[32]>,
|ttnn.sqrt|aten::sqrt|5|
+|1|Tensor<[64]>,
|ttnn.sqrt|aten::sqrt|5|
+|2|Tensor<[128]>,
|ttnn.sqrt|aten::sqrt|5|
+|3|Tensor<[256]>,
|ttnn.sqrt|aten::sqrt|5|
+|4|Tensor<[512]>,
|ttnn.sqrt|aten::sqrt|5|
+|5|Tensor<[1024]>,
|ttnn.sqrt|aten::sqrt|5|
+|6|Tensor<[2048]>,
|ttnn.sqrt|aten::sqrt|5|
+|7|Tensor<[14]>,
|ttnn.sqrt|aten::sqrt|5|
+|8|Tensor<[24]>,
|ttnn.sqrt|aten::sqrt|5|
+|9|Tensor<[40]>,
|ttnn.sqrt|aten::sqrt|5|
+|10|Tensor<[68]>,
|ttnn.sqrt|aten::sqrt|5|
+|11|Tensor<[16]>,
|ttnn.sqrt|aten::sqrt|5|
+|12|Tensor<[28]>,
|ttnn.sqrt|aten::sqrt|5|
+|13|Tensor<[46]>,
|ttnn.sqrt|aten::sqrt|5|
+|14|Tensor<[78]>,
|ttnn.sqrt|aten::sqrt|5|
+|15|Tensor<[134]>,
|ttnn.sqrt|aten::sqrt|5|
+|16|Tensor<[20]>,
|ttnn.sqrt|aten::sqrt|5|
+|17|Tensor<[34]>,
|ttnn.sqrt|aten::sqrt|5|
+|18|Tensor<[58]>,
|ttnn.sqrt|aten::sqrt|5|
+|19|Tensor<[98]>,
|ttnn.sqrt|aten::sqrt|5|
+|20|Tensor<[168]>,
|ttnn.sqrt|aten::sqrt|5|
+|21|Tensor<[320]>,
|ttnn.sqrt|aten::sqrt|5|
+|22|Tensor<[116]>,
|ttnn.sqrt|aten::sqrt|5|
+|23|Tensor<[196]>,
|ttnn.sqrt|aten::sqrt|5|
+|24|Tensor<[334]>,
|ttnn.sqrt|aten::sqrt|5|
+|25|Tensor<[640]>,
|ttnn.sqrt|aten::sqrt|5|
+|26|Tensor<[160]>,
|ttnn.sqrt|aten::sqrt|5|
+|27|Tensor<[272]>,
|ttnn.sqrt|aten::sqrt|5|
+|28|Tensor<[462]>,
|ttnn.sqrt|aten::sqrt|5|
+|29|Tensor<[96]>,
|ttnn.sqrt|aten::sqrt|5|
+|30|Tensor<[144]>,
|ttnn.sqrt|aten::sqrt|5|
+|31|Tensor<[192]>,
|ttnn.sqrt|aten::sqrt|5|
+|32|Tensor<[384]>,
|ttnn.sqrt|aten::sqrt|5|
+|33|Tensor<[576]>,
|ttnn.sqrt|aten::sqrt|5|
+|34|Tensor<[960]>,
|ttnn.sqrt|aten::sqrt|5|
+|35|Tensor<[1280]>,
|ttnn.sqrt|aten::sqrt|5|
diff --git a/docs/ops/stablehlo/stablehlo.subtract.md b/docs/ops/stablehlo/stablehlo.subtract.md
new file mode 100644
index 00000000..e08d054a
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.subtract.md
@@ -0,0 +1,234 @@
+
+### stablehlo.subtract::ttnn.subtract
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,32,32,32]>,
Tensor<[1,32,32,32]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|1|Tensor<[1,12,7,7]>,
Tensor<[1,12,7,7]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|2|Tensor<[1,1,7,7]>,
Tensor<[1,1,7,7]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|3|Tensor<[1,7,768]>,
Tensor<[1,7,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|4|Tensor<[1]>,
Tensor<[1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|5|Tensor<[1,128,28,28]>,
Tensor<[1,128,28,28]>,
|ttnn.subtract|aten::elu|4|
+|6|Tensor<[1,32,112,112]>,
Tensor<[1,32,112,112]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|7|Tensor<[1,64,112,112]>,
Tensor<[1,64,112,112]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|8|Tensor<[1,64,56,56]>,
Tensor<[1,64,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|9|Tensor<[1,128,56,56]>,
Tensor<[1,128,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|10|Tensor<[1,256,28,28]>,
Tensor<[1,256,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|11|Tensor<[1,512,28,28]>,
Tensor<[1,512,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|12|Tensor<[1,256,512]>,
Tensor<[1,256,512]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|13|Tensor<[8,920,920]>,
Tensor<[8,920,920]>,
|ttnn.subtract|aten::_softmax|4|
+|14|Tensor<[8,100,100]>,
Tensor<[8,100,100]>,
|ttnn.subtract|aten::_softmax|4|
+|15|Tensor<[8,100,920]>,
Tensor<[8,100,920]>,
|ttnn.subtract|aten::_softmax|4|
+|16|Scalar,
Scalar,
|ttnn.subtract|aten::arange|4|
+|17|Tensor<[1,64,1,1]>,
Tensor<[1,64,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|18|Tensor<[1,256,1,1]>,
Tensor<[1,256,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|19|Tensor<[1,128,1,1]>,
Tensor<[1,128,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|20|Tensor<[1,512,1,1]>,
Tensor<[1,512,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|21|Tensor<[1,1024,1,1]>,
Tensor<[1,1024,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|22|Tensor<[1,2048,1,1]>,
Tensor<[1,2048,1,1]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|23|Tensor<[920,1,256]>,
Tensor<[920,1,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|24|Tensor<[100,1,256]>,
Tensor<[100,1,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|25|Tensor<[1,12,10,10]>,
Tensor<[1,12,10,10]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|26|Tensor<[1,1,10,10]>,
Tensor<[1,1,10,10]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|27|Tensor<[1,10,768]>,
Tensor<[1,10,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|28|Tensor<[1,8,4096,4096]>,
Tensor<[1,8,4096,4096]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|29|Tensor<[1,8,4096,9]>,
Tensor<[1,8,4096,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|30|Tensor<[1,8,1024,1024]>,
Tensor<[1,8,1024,1024]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|31|Tensor<[1,8,1024,9]>,
Tensor<[1,8,1024,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|32|Tensor<[1,8,256,256]>,
Tensor<[1,8,256,256]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|33|Tensor<[1,8,256,9]>,
Tensor<[1,8,256,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|34|Tensor<[1,8,64,64]>,
Tensor<[1,8,64,64]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|35|Tensor<[1,8,64,9]>,
Tensor<[1,8,64,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|36|Tensor<[1,32,10,4096]>,
Tensor<[1,32,10,4096]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|37|Tensor<[1,4096,320]>,
Tensor<[1,4096,320]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|38|Tensor<[1,32,10,1024]>,
Tensor<[1,32,10,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|39|Tensor<[1,32,20,1024]>,
Tensor<[1,32,20,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|40|Tensor<[1,1024,640]>,
Tensor<[1,1024,640]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|41|Tensor<[1,32,20,256]>,
Tensor<[1,32,20,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|42|Tensor<[1,32,40,256]>,
Tensor<[1,32,40,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|43|Tensor<[1,256,1280]>,
Tensor<[1,256,1280]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|44|Tensor<[1,32,40,64]>,
Tensor<[1,32,40,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|45|Tensor<[1,64,1280]>,
Tensor<[1,64,1280]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|46|Tensor<[1,32,80,64]>,
Tensor<[1,32,80,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|47|Tensor<[1,32,80,256]>,
Tensor<[1,32,80,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|48|Tensor<[1,32,60,256]>,
Tensor<[1,32,60,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|49|Tensor<[1,32,60,1024]>,
Tensor<[1,32,60,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|50|Tensor<[1,32,40,1024]>,
Tensor<[1,32,40,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|51|Tensor<[1,32,30,1024]>,
Tensor<[1,32,30,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|52|Tensor<[1,32,30,4096]>,
Tensor<[1,32,30,4096]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|53|Tensor<[1,32,20,4096]>,
Tensor<[1,32,20,4096]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|54|Tensor<[1,12,25,25]>,
Tensor<[1,12,25,25]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|55|Tensor<[1,1,25,25]>,
Tensor<[1,1,25,25]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|56|Tensor<[1,25,768]>,
Tensor<[1,25,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|57|Tensor<[1,3,1445,1445]>,
Tensor<[1,3,1445,1445]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|58|Tensor<[1,1445,192]>,
Tensor<[1,1445,192]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|59|Tensor<[1,256,14,14]>,
Tensor<[1,256,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|60|Tensor<[1,512,7,7]>,
Tensor<[1,512,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|61|Tensor<[1,12,8,8]>,
Tensor<[1,12,8,8]>,
|ttnn.subtract|aten::_softmax|4|
+|62|Tensor<[1,1,1,8]>,
Tensor<[1,1,1,8]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|63|Tensor<[1,8,768]>,
Tensor<[1,8,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|64|Tensor<[1,8,256,2048]>,
Tensor<[1,8,256,2048]>,
|ttnn.subtract|aten::_softmax|4|
+|65|Tensor<[1,8,2048,256]>,
Tensor<[1,8,2048,256]>,
|ttnn.subtract|aten::_softmax|4|
+|66|Tensor<[1,1,1,2048]>,
Tensor<[1,1,1,2048]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|67|Tensor<[1,2048,768]>,
Tensor<[1,2048,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|68|Tensor<[1,256,56,56]>,
Tensor<[1,256,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|69|Tensor<[1,1024,14,14]>,
Tensor<[1,1024,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|70|Tensor<[1,512,14,14]>,
Tensor<[1,512,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|71|Tensor<[1,2048,7,7]>,
Tensor<[1,2048,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|72|Tensor<[1,12,201,201]>,
Tensor<[1,12,201,201]>,
|ttnn.subtract|aten::_softmax|4|
+|73|Tensor<[1,192]>,
Tensor<[1,192]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|74|Tensor<[1,1,1,201]>,
Tensor<[1,1,1,201]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|75|Tensor<[1,201,768]>,
Tensor<[1,201,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|76|Tensor<[1,1536]>,
Tensor<[1,1536]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|77|Tensor<[1,10]>,
Tensor<[1,10]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|78|Tensor<[16,19,19]>,
Tensor<[16,19,19]>,
|ttnn.subtract|aten::_softmax|4|
+|79|Tensor<[1,1,19,19]>,
Tensor<[1,1,19,19]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|80|Tensor<[1,19,1024]>,
Tensor<[1,19,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|81|Tensor<[19]>,
Tensor<[19]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|82|Tensor<[19,256008]>,
Tensor<[19,256008]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|83|Tensor<[1,14,56,56]>,
Tensor<[1,14,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|84|Tensor<[1,24,56,56]>,
Tensor<[1,24,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|85|Tensor<[1,40,56,56]>,
Tensor<[1,40,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|86|Tensor<[1,68,56,56]>,
Tensor<[1,68,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|87|Tensor<[1,16,28,28]>,
Tensor<[1,16,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|88|Tensor<[1,28,28,28]>,
Tensor<[1,28,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|89|Tensor<[1,46,28,28]>,
Tensor<[1,46,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|90|Tensor<[1,78,28,28]>,
Tensor<[1,78,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|91|Tensor<[1,134,28,28]>,
Tensor<[1,134,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|92|Tensor<[1,20,28,28]>,
Tensor<[1,20,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|93|Tensor<[1,34,28,28]>,
Tensor<[1,34,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|94|Tensor<[1,58,28,28]>,
Tensor<[1,58,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|95|Tensor<[1,98,28,28]>,
Tensor<[1,98,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|96|Tensor<[1,168,28,28]>,
Tensor<[1,168,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|97|Tensor<[1,320,28,28]>,
Tensor<[1,320,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|98|Tensor<[1,40,14,14]>,
Tensor<[1,40,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|99|Tensor<[1,68,14,14]>,
Tensor<[1,68,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|100|Tensor<[1,116,14,14]>,
Tensor<[1,116,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|101|Tensor<[1,196,14,14]>,
Tensor<[1,196,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|102|Tensor<[1,334,14,14]>,
Tensor<[1,334,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|103|Tensor<[1,640,14,14]>,
Tensor<[1,640,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|104|Tensor<[1,160,7,7]>,
Tensor<[1,160,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|105|Tensor<[1,272,7,7]>,
Tensor<[1,272,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|106|Tensor<[1,462,7,7]>,
Tensor<[1,462,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|107|Tensor<[1,1024,7,7]>,
Tensor<[1,1024,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|108|Tensor<[1,32,512,512]>,
Tensor<[1,32,512,512]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|109|Tensor<[1,64,256,256]>,
Tensor<[1,64,256,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|110|Tensor<[1,32,256,256]>,
Tensor<[1,32,256,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|111|Tensor<[1,128,128,128]>,
Tensor<[1,128,128,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|112|Tensor<[1,64,128,128]>,
Tensor<[1,64,128,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|113|Tensor<[1,256,64,64]>,
Tensor<[1,256,64,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|114|Tensor<[1,128,64,64]>,
Tensor<[1,128,64,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|115|Tensor<[1,512,32,32]>,
Tensor<[1,512,32,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|116|Tensor<[1,256,32,32]>,
Tensor<[1,256,32,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|117|Tensor<[1,1024,16,16]>,
Tensor<[1,1024,16,16]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|118|Tensor<[1,512,16,16]>,
Tensor<[1,512,16,16]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|119|Tensor<[1,256,16,16]>,
Tensor<[1,256,16,16]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|120|Tensor<[1,128,32,32]>,
Tensor<[1,128,32,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|121|Tensor<[1,16,32,32]>,
Tensor<[1,16,32,32]>,
|ttnn.subtract|aten::_softmax|4|
+|122|Tensor<[1,32,1536]>,
Tensor<[1,32,1536]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|123|Tensor<[1,32]>,
Tensor<[1,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|124|Tensor<[1,12,16,16]>,
Tensor<[1,12,16,16]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|125|Tensor<[1,1,16,16]>,
Tensor<[1,1,16,16]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|126|Tensor<[1,16,768]>,
Tensor<[1,16,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|127|Tensor<[1,64,224,224]>,
Tensor<[1,64,224,224]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|128|Tensor<[1,128,112,112]>,
Tensor<[1,128,112,112]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|129|Tensor<[1,1,19200,300]>,
Tensor<[1,1,19200,300]>,
|ttnn.subtract|aten::_softmax|4|
+|130|Tensor<[1,2,4800,300]>,
Tensor<[1,2,4800,300]>,
|ttnn.subtract|aten::_softmax|4|
+|131|Tensor<[1,5,1200,300]>,
Tensor<[1,5,1200,300]>,
|ttnn.subtract|aten::_softmax|4|
+|132|Tensor<[1,8,300,300]>,
Tensor<[1,8,300,300]>,
|ttnn.subtract|aten::_softmax|4|
+|133|Tensor<[1,19200,64]>,
Tensor<[1,19200,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|134|Tensor<[1,300,64]>,
Tensor<[1,300,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|135|Tensor<[1,4800,128]>,
Tensor<[1,4800,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|136|Tensor<[1,300,128]>,
Tensor<[1,300,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|137|Tensor<[1,1200,320]>,
Tensor<[1,1200,320]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|138|Tensor<[1,300,320]>,
Tensor<[1,300,320]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|139|Tensor<[1,300,512]>,
Tensor<[1,300,512]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|140|Tensor<[30]>,
Tensor<[30]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|141|Tensor<[40]>,
Tensor<[40]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|142|Tensor<[1,64,30,40]>,
Tensor<[1,64,30,40]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|143|Tensor<[30,1]>,
Tensor<[30,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|144|Tensor<[1,32,30,40]>,
Tensor<[1,32,30,40]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|145|Tensor<[60]>,
Tensor<[60]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|146|Tensor<[80]>,
Tensor<[80]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|147|Tensor<[1,64,60,80]>,
Tensor<[1,64,60,80]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|148|Tensor<[60,1]>,
Tensor<[60,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|149|Tensor<[1,32,60,80]>,
Tensor<[1,32,60,80]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|150|Tensor<[120]>,
Tensor<[120]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|151|Tensor<[160]>,
Tensor<[160]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|152|Tensor<[1,64,120,160]>,
Tensor<[1,64,120,160]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|153|Tensor<[120,1]>,
Tensor<[120,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|154|Tensor<[1,32,120,160]>,
Tensor<[1,32,120,160]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|155|Tensor<[240]>,
Tensor<[240]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|156|Tensor<[320]>,
Tensor<[320]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|157|Tensor<[1,64,240,320]>,
Tensor<[1,64,240,320]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|158|Tensor<[240,1]>,
Tensor<[240,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|159|Tensor<[480]>,
Tensor<[480]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|160|Tensor<[640]>,
Tensor<[640]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|161|Tensor<[1,64,480,640]>,
Tensor<[1,64,480,640]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|162|Tensor<[480,1]>,
Tensor<[480,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|163|Tensor<[1,12,197,197]>,
Tensor<[1,12,197,197]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|164|Tensor<[1,197,768]>,
Tensor<[1,197,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|165|Tensor<[1,1,16384,256]>,
Tensor<[1,1,16384,256]>,
|ttnn.subtract|aten::_softmax|4|
+|166|Tensor<[1,2,4096,256]>,
Tensor<[1,2,4096,256]>,
|ttnn.subtract|aten::_softmax|4|
+|167|Tensor<[1,5,1024,256]>,
Tensor<[1,5,1024,256]>,
|ttnn.subtract|aten::_softmax|4|
+|168|Tensor<[1,16384,32]>,
Tensor<[1,16384,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|169|Tensor<[1,256,32]>,
Tensor<[1,256,32]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|170|Tensor<[1,4096,64]>,
Tensor<[1,4096,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|171|Tensor<[1,256,64]>,
Tensor<[1,256,64]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|172|Tensor<[1,1024,160]>,
Tensor<[1,1024,160]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|173|Tensor<[1,256,160]>,
Tensor<[1,256,160]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|174|Tensor<[1,256,256]>,
Tensor<[1,256,256]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|175|Tensor<[128]>,
Tensor<[128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|176|Tensor<[1,256,128,128]>,
Tensor<[1,256,128,128]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|177|Tensor<[128,1]>,
Tensor<[128,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|178|Tensor<[1,71,7,7]>,
Tensor<[1,71,7,7]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|179|Tensor<[1,7,4544]>,
Tensor<[1,7,4544]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|180|Tensor<[1,16,112,112]>,
Tensor<[1,16,112,112]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|181|Tensor<[1,96,112,112]>,
Tensor<[1,96,112,112]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|182|Tensor<[1,96,56,56]>,
Tensor<[1,96,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|183|Tensor<[1,144,56,56]>,
Tensor<[1,144,56,56]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|184|Tensor<[1,144,28,28]>,
Tensor<[1,144,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|185|Tensor<[1,32,28,28]>,
Tensor<[1,32,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|186|Tensor<[1,192,28,28]>,
Tensor<[1,192,28,28]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|187|Tensor<[1,192,14,14]>,
Tensor<[1,192,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|188|Tensor<[1,64,14,14]>,
Tensor<[1,64,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|189|Tensor<[1,384,14,14]>,
Tensor<[1,384,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|190|Tensor<[1,96,14,14]>,
Tensor<[1,96,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|191|Tensor<[1,576,14,14]>,
Tensor<[1,576,14,14]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|192|Tensor<[1,576,7,7]>,
Tensor<[1,576,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|193|Tensor<[1,960,7,7]>,
Tensor<[1,960,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|194|Tensor<[1,320,7,7]>,
Tensor<[1,320,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|195|Tensor<[1,1280,7,7]>,
Tensor<[1,1280,7,7]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|196|Tensor<[1,12,12,12]>,
Tensor<[1,12,12,12]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|197|Tensor<[1,1,12,12]>,
Tensor<[1,1,12,12]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|198|Tensor<[1,12,128]>,
Tensor<[1,12,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|199|Tensor<[1,12,768]>,
Tensor<[1,12,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|200|Tensor<[1,12,9,9]>,
Tensor<[1,12,9,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|201|Tensor<[1,1,9,9]>,
Tensor<[1,1,9,9]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|202|Tensor<[1,9,128]>,
Tensor<[1,9,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|203|Tensor<[1,9,768]>,
Tensor<[1,9,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|204|Tensor<[1,16,9,9]>,
Tensor<[1,16,9,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|205|Tensor<[1,9,2048]>,
Tensor<[1,9,2048]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|206|Tensor<[1,9,1024]>,
Tensor<[1,9,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|207|Tensor<[1,64,9,9]>,
Tensor<[1,64,9,9]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|208|Tensor<[1,9,4096]>,
Tensor<[1,9,4096]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|209|Tensor<[1,12,14,14]>,
Tensor<[1,12,14,14]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|210|Tensor<[1,1,14,14]>,
Tensor<[1,1,14,14]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|211|Tensor<[1,14,128]>,
Tensor<[1,14,128]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|212|Tensor<[1,14,768]>,
Tensor<[1,14,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|213|Tensor<[1,12,50,50]>,
Tensor<[1,12,50,50]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|214|Tensor<[2,8,7,7]>,
Tensor<[2,8,7,7]>,
|ttnn.subtract|aten::_safe_softmax|4|
+|215|Tensor<[2,1,7,7]>,
Tensor<[2,1,7,7]>,
|ttnn.subtract|aten::rsub.Scalar|4|
+|216|Tensor<[1,50,768]>,
Tensor<[1,50,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|217|Tensor<[1,768]>,
Tensor<[1,768]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|218|Tensor<[2,7,512]>,
Tensor<[2,7,512]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|219|Tensor<[1,16,197,197]>,
Tensor<[1,16,197,197]>,
|ttnn.subtract|aten::_softmax|4|
+|220|Tensor<[1,197,1024]>,
Tensor<[1,197,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|221|Tensor<[27]>,
Tensor<[27]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|222|Tensor<[1,16,27,27]>,
Tensor<[1,16,27,27]>,
|ttnn.subtract|aten::sub.Tensor|5|
+|223|Tensor<[27,1]>,
Tensor<[27,1]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|224|Tensor<[2,196,196]>,
Tensor<[2,196,196]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|225|Tensor<[197]>,
Tensor<[197]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|226|Tensor<[1,1024]>,
Tensor<[1,1024]>,
|ttnn.subtract|aten::sub.Tensor|4|
+|227|Tensor<[1,12,27,27]>,
Tensor<[1,12,27,27]>,
|ttnn.subtract|aten::sub.Tensor|5|
diff --git a/docs/ops/stablehlo/stablehlo.tanh.md b/docs/ops/stablehlo/stablehlo.tanh.md
new file mode 100644
index 00000000..deb15deb
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.tanh.md
@@ -0,0 +1,16 @@
+
+### stablehlo.tanh::ttnn.tanh
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,7,3072]>,
|ttnn.tanh|aten::tanh|4|
+|1|Tensor<[1,768]>,
|ttnn.tanh|aten::tanh|4|
+|2|Tensor<[1,32,6144]>,
|ttnn.tanh|aten::tanh|4|
+|3|Tensor<[1,12,3072]>,
|ttnn.tanh|aten::tanh|4|
+|4|Tensor<[1,9,3072]>,
|ttnn.tanh|aten::tanh|4|
+|5|Tensor<[1,9,128]>,
|ttnn.tanh|aten::tanh|4|
+|6|Tensor<[1,9,8192]>,
|ttnn.tanh|aten::tanh|4|
+|7|Tensor<[1,9,4096]>,
|ttnn.tanh|aten::tanh|4|
+|8|Tensor<[1,9,16384]>,
|ttnn.tanh|aten::tanh|4|
+|9|Tensor<[1,14,3072]>,
|ttnn.tanh|aten::tanh|4|
diff --git a/docs/ops/stablehlo/stablehlo.transpose.md b/docs/ops/stablehlo/stablehlo.transpose.md
new file mode 100644
index 00000000..206cb242
--- /dev/null
+++ b/docs/ops/stablehlo/stablehlo.transpose.md
@@ -0,0 +1,317 @@
+
+### stablehlo.transpose::ttnn.permute
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[1,64,32]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|1|Tensor<[4096,4096]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|2|Tensor<[1,32,32,128]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|3|Tensor<[1,32,32,128]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|4|Tensor<[11008,4096]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|5|Tensor<[4096,11008]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|6|Tensor<[32000,4096]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|7|Tensor<[1,7,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|8|Tensor<[1,12,7,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|9|Tensor<[1,12,7,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|10|Tensor<[2,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|11|Tensor<[1,3,16,16,16,16]>,
dims: [0, 2, 4, 3, 5, 1]
|ttnn.permute|aten::permute|4|
+|12|Tensor<[1,256,512]>,
dims: [0, 2, 1]
|ttnn.permute|aten::permute|4|
+|13|Tensor<[512,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|14|Tensor<[256,512]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|15|Tensor<[512,256]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|16|Tensor<[1000,512]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|17|Tensor<[1,23,40,256]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|18|Tensor<[1,256,920]>,
dims: [2, 0, 1]
|ttnn.permute|aten::permute|4|
+|19|Tensor<[256,256]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|20|Tensor<[920,8,32]>,
dims: [1, 0, 2]
|ttnn.permute|aten::transpose.int|4|
+|21|Tensor<[8,920,32]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|22|Tensor<[8,920,32]>,
dims: [1, 0, 2]
|ttnn.permute|aten::transpose.int|4|
+|23|Tensor<[2048,256]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|24|Tensor<[256,2048]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|25|Tensor<[100,8,32]>,
dims: [1, 0, 2]
|ttnn.permute|aten::transpose.int|4|
+|26|Tensor<[8,100,32]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|27|Tensor<[8,100,32]>,
dims: [1, 0, 2]
|ttnn.permute|aten::transpose.int|4|
+|28|Tensor<[6,100,1,256]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|29|Tensor<[92,256]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|30|Tensor<[4,256]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|31|Tensor<[1,10,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|32|Tensor<[768,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|33|Tensor<[1,12,10,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|34|Tensor<[1,12,10,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|35|Tensor<[3072,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|36|Tensor<[768,3072]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|37|Tensor<[250002,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|38|Tensor<[1,320,64,64]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|39|Tensor<[1,64,64,320]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|40|Tensor<[1,640,32,32]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|41|Tensor<[1,32,32,640]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|42|Tensor<[1,1280,16,16]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|43|Tensor<[1,16,16,1280]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|44|Tensor<[1,1280,8,8]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|45|Tensor<[1,8,8,1280]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|46|Tensor<[1280,320]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|47|Tensor<[1280,1280]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|48|Tensor<[320,1280]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|49|Tensor<[320,320]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|50|Tensor<[1,4096,8,40]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|51|Tensor<[1,8,4096,40]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|52|Tensor<[1,8,4096,40]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|53|Tensor<[320,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|54|Tensor<[1,9,8,40]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|55|Tensor<[1,8,9,40]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|56|Tensor<[2560,320]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|57|Tensor<[640,1280]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|58|Tensor<[640,640]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|59|Tensor<[1,1024,8,80]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|60|Tensor<[1,8,1024,80]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|61|Tensor<[1,8,1024,80]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|62|Tensor<[640,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|63|Tensor<[1,9,8,80]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|64|Tensor<[1,8,9,80]>,
dims: [0, 1, 3, 2]
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dims: [1, 0]
|ttnn.permute|aten::permute|5|
+|245|Tensor<[4544,18176]>,
dims: [1, 0]
|ttnn.permute|aten::permute|5|
+|246|Tensor<[1,32,7]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|247|Tensor<[1,7,71,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|248|Tensor<[1,7,1,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|249|Tensor<[1,1,7,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|250|Tensor<[65024,4544]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|251|Tensor<[1000,1280]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|252|Tensor<[1,12,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|253|Tensor<[768,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|254|Tensor<[1,12,12,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|255|Tensor<[1,9,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|256|Tensor<[1,12,9,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|257|Tensor<[1,12,9,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|258|Tensor<[128,768]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|259|Tensor<[30000,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|260|Tensor<[1,9,16,128]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|261|Tensor<[2048,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|262|Tensor<[2048,2048]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|263|Tensor<[1,16,9,128]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|264|Tensor<[1,16,9,128]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|265|Tensor<[8192,2048]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|266|Tensor<[2048,8192]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|267|Tensor<[128,2048]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|268|Tensor<[1,9,16,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|269|Tensor<[1024,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|270|Tensor<[1,16,9,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|271|Tensor<[1,16,9,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|272|Tensor<[128,1024]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|273|Tensor<[1,9,64,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|274|Tensor<[4096,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|275|Tensor<[1,64,9,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|276|Tensor<[1,64,9,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|277|Tensor<[16384,4096]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|278|Tensor<[4096,16384]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|279|Tensor<[128,4096]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|280|Tensor<[1,14,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|281|Tensor<[1,12,14,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|282|Tensor<[1,12,14,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|283|Tensor<[1,768,49]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|284|Tensor<[1,50,12,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|285|Tensor<[1,12,50,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|286|Tensor<[1,12,50,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|287|Tensor<[2,7,8,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|288|Tensor<[2,8,7,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|289|Tensor<[2,8,7,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::transpose.int|4|
+|290|Tensor<[1,512]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|291|Tensor<[2,1]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|292|Tensor<[1,197,16,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|293|Tensor<[1,27,27,16]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|294|Tensor<[1,16,27,27]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|295|Tensor<[2,196,196]>,
dims: [1, 2, 0]
|ttnn.permute|aten::permute|4|
+|296|Tensor<[197,197,16]>,
dims: [2, 0, 1]
|ttnn.permute|aten::permute|4|
+|297|Tensor<[1,16,197,64]>,
dims: [0, 2, 1, 3]
|ttnn.permute|aten::permute|4|
+|298|Tensor<[1,1024,196]>,
dims: [0, 2, 1]
|ttnn.permute|aten::transpose.int|4|
+|299|Tensor<[1,16,197,64]>,
dims: [0, 1, 3, 2]
|ttnn.permute|aten::transpose.int|4|
+|300|Tensor<[1,27,27,12]>,
dims: [0, 3, 1, 2]
|ttnn.permute|aten::permute|4|
+|301|Tensor<[1,12,27,27]>,
dims: [0, 2, 3, 1]
|ttnn.permute|aten::permute|4|
+|302|Tensor<[197,197,12]>,
dims: [2, 0, 1]
|ttnn.permute|aten::permute|4|
+|303|Tensor<[128,784]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|304|Tensor<[64,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|305|Tensor<[12,64]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|306|Tensor<[3,12]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|307|Tensor<[12,3]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|308|Tensor<[64,12]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|309|Tensor<[128,64]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
+|310|Tensor<[784,128]>,
dims: [1, 0]
|ttnn.permute|aten::transpose.int|5|
diff --git a/docs/ops/stablehlo/tensor.empty.md b/docs/ops/stablehlo/tensor.empty.md
new file mode 100644
index 00000000..27f6db85
--- /dev/null
+++ b/docs/ops/stablehlo/tensor.empty.md
@@ -0,0 +1,9 @@
+
+### tensor.empty
+
+
+||STABLE HLO Input Variations|ttnn op|Torch Name|Status|
+| :--- | :--- | :--- | :--- | :--- |
+|0|Tensor<[32,32]>,
||aten::empty_strided|4|
+|1|Tensor<[7,7]>,
||aten::empty_strided|4|
+|2|Tensor<[19,19]>,
||aten::empty_strided|4|
diff --git a/results/parse_op_by_op_results.py b/results/parse_op_by_op_results.py
index 33303d2a..8e4341cd 100644
--- a/results/parse_op_by_op_results.py
+++ b/results/parse_op_by_op_results.py
@@ -6,6 +6,7 @@
import json
import csv
import xlsxwriter
+from mdutils.mdutils import MdUtils
# Script to parse the results of the unique ops json files and combine them into a spreadsheet
# This script parses models compiled into stable hlo / TTIR op by op
@@ -35,11 +36,23 @@ def append_shape(shape):
return "x".join(shape_strs)
+def extract_shapes_md(shape_list):
+ shape_str = ""
+ for shape in shape_list:
+ if len(shape):
+ shape_str += f"Tensor<[{','.join([str(dim) for dim in shape])}]>,
"
+ else:
+ shape_str += "Scalar,
"
+
+ return shape_str
+
+
def process_json_files():
json_files = find_json_files()
ops_per_model = {}
stable_hlo_ops_per_model = {}
+ stable_hlo_ops = {}
models_per_op = {}
stable_hlo_models_per_op = {}
model_names = []
@@ -127,6 +140,14 @@ def process_json_files():
worksheet.set_row(row, None, None, {"hidden": True})
row += 1
for shlo_op in ops:
+ if shlo_op[1] not in stable_hlo_ops:
+ stable_hlo_ops[shlo_op[1]] = []
+ op = shlo_op
+ op.append(torch_name)
+ op.append(input_shapes)
+ op.append(output_shapes)
+ op.append(status)
+ stable_hlo_ops[shlo_op[1]].append(op)
stable_hlo_ops_per_model[model_name].add(shlo_op[1])
stable_hlo_ops_per_torch_op[torch_name].add(shlo_op[1])
row_data = ["", "", "", "", "", shlo_op[-1]]
@@ -271,6 +292,287 @@ def process_json_files():
workbook.close()
+ op_mappings = {
+ # "arith.constant": "ttnn.",
+ "stablehlo.abs": "ttnn.abs",
+ "stablehlo.add": "ttnn.add",
+ "stablehlo.and": "ttnn.and",
+ # "stablehlo.broadcast_in_dim": "ttnn.",
+ "stablehlo.ceil": "ttnn.ceil",
+ "stablehlo.clamp": "ttnn.clamp",
+ "stablehlo.compare": "ttnn.?",
+ "stablehlo.concatenate": "ttnn.concat",
+ # "stablehlo.constant": "ttnn.",
+ # "stablehlo.convert": "ttnn.",
+ "stablehlo.convolution": "ttnn.conv2d",
+ "stablehlo.cosine": "ttnn.cos",
+ "stablehlo.divide": "ttnn.div",
+ "stablehlo.dot_general": "ttnn.matmul",
+ "stablehlo.dynamic_iota": "ttnn.arange",
+ "stablehlo.exponential": "ttnn.exp",
+ "stablehlo.floor": "ttnn.floor",
+ "stablehlo.gather": "ttnn.embedding",
+ "stablehlo.iota": "ttnn.arange",
+ "stablehlo.log": "ttnn.log",
+ "stablehlo.logistic": "ttnn.sigmoig",
+ "stablehlo.maximum": "ttnn.maximum",
+ "stablehlo.minimum": "ttnn.minimum",
+ "stablehlo.multiply": "ttnn.multiply",
+ "stablehlo.negate": "ttnn.neg",
+ "stablehlo.not": "ttnn.not",
+ "stablehlo.or": "ttnn.or",
+ "stablehlo.power": "ttnn.pow",
+ "stablehlo.reduce_stablehlo.add": "ttnn.sum",
+ "stablehlo.reduce_stablehlo.and": "ttnn.?",
+ "stablehlo.reduce_stablehlo.maximum": "ttnn.max",
+ "stablehlo.reduce_stablehlo.or": "ttnn.?",
+ "stablehlo.reduce_window_stablehlo.add": "ttnn.avg_pool2d",
+ "stablehlo.remainder": "ttnn.remainder",
+ "stablehlo.reshape": "ttnn.reshape",
+ "stablehlo.reverse": "ttnn.?",
+ "stablehlo.rsqrt": "ttnn.rsqrt",
+ "stablehlo.scatter": "ttnn.scatter",
+ "stablehlo.select": "ttnn.where",
+ "stablehlo.sine": "ttnn.sin",
+ "stablehlo.slice": "ttnn.slice",
+ "stablehlo.sqrt": "ttnn.sqrt",
+ "stablehlo.subtract": "ttnn.subtract",
+ "stablehlo.tanh": "ttnn.tanh",
+ "stablehlo.transpose": "ttnn.permute",
+ # "tensor.empty": "ttnn.",
+ }
+
+ def process_compare(shlo_op, md_data):
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ md_data.append(inputs_and_attr)
+ op = shlo_op[2][0]
+ if op == "EQ":
+ md_data.append("ttnn.eq")
+ elif op == "GT":
+ md_data.append("ttnn.gt")
+ elif op == "LT":
+ md_data.append("ttnn.lt")
+ elif op == "NE":
+ md_data.append("ttnn.ne")
+ elif op == "GE":
+ md_data.append("ttnn.ge")
+
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+ return
+
+ def process_gather(shlo_op, md_data):
+ # '%0 = "stablehlo.gather"(%arg0, %arg1) <{dimension_numbers = #stablehlo.gather, indices_are_sorted = false, slice_sizes = array}> : (tensor<32000x4096xbf16>, tensor<1x32xi64>) -> tensor<1x32x4096xbf16>'
+ shlo_attr = [
+ "offset_dims",
+ "collapsed_slice_dims",
+ "start_index_map",
+ "index_vector_dim",
+ "indices_are_sorted",
+ "slice_sizes",
+ ]
+ terminators = [",", "}", ">", ":"]
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ shlo = shlo_op[6]
+ for attr in shlo_attr:
+ if attr in shlo:
+ res = shlo.split(f"{attr} = ")[1]
+ open_brackets = 0
+ for idx, char in enumerate(res):
+ if char == "[":
+ open_brackets += 1
+ elif char == "]":
+ open_brackets -= 1
+ if open_brackets == 0 and char in terminators:
+ break
+ res = res[:idx]
+ inputs_and_attr += f"{attr}: {res}
"
+
+ md_data.append(inputs_and_attr)
+ md_data.append("ttnn.embedding")
+
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+
+ return
+
+ def process_convolution(shlo_op, md_data):
+ # {'(%arg0, %arg1) dim_numbers': '[b, f, 0, 1]x[o, i, 0, 1]->[b, f, 0, 1]', 'window': '{stride = [2, 2], pad = [[1, 1], [1, 1]], rhs_dilate = [1, 1]} {batch_group_count = 1 : i64, feature_group_count = 1 : i64}'}
+ shlo_attr = [
+ "stride",
+ "pad",
+ "rhs_dilate",
+ "lhs_dilate",
+ "batch_group_count",
+ "feature_group_count",
+ ]
+ terminators = [",", "}", ":"]
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ shlo = shlo_op[6]
+ for attr in shlo_attr:
+ if attr in shlo:
+ res = shlo.split(f"{attr} = ")[1]
+ open_brackets = 0
+ for idx, char in enumerate(res):
+ if char == "[":
+ open_brackets += 1
+ elif char == "]":
+ open_brackets -= 1
+ if open_brackets == 0 and char in terminators:
+ break
+ res = res[:idx]
+ inputs_and_attr += f"{attr}: {res}
"
+
+ md_data.append(inputs_and_attr)
+ md_data.append("ttnn.conv2d")
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+
+ return
+
+ def process_reshape(shlo_op, md_data):
+ # %1 = stablehlo.reshape %0 : (tensor<1x32x32xf32>) -> tensor<1x32x32x1xf32>
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ inputs_and_attr += extract_shapes_md(shlo_op[5])
+
+ md_data.append(inputs_and_attr)
+ md_data.append("ttnn.reshape")
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+
+ return
+
+ def process_scatter(shlo_op, md_data):
+ # %1 = "stablehlo.scatter"(%arg0, %c, %0) <{indices_are_sorted = false, scatter_dimension_numbers = #stablehlo.scatter, unique_indices = false}> ({^bb0(%arg2: tensor, %arg3: tensor):stablehlo.return %arg3 : tensor}) : (tensor<1x3x720x1280xbf16>, tensor<1x1xi64>, tensor<1x3x720x1280xbf16>) -> tensor<1x3x720x1280xbf16>
+ shlo_attr = [
+ "update_window_dims",
+ "inserted_window_dims",
+ "scatter_dims_to_operand_dims",
+ "index_vector_dim",
+ ]
+ terminators = [",", "}", ":"]
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ shlo = shlo_op[6]
+ for attr in shlo_attr:
+ if attr in shlo:
+ res = shlo.split(f"{attr} = ")[1]
+ open_brackets = 0
+ for idx, char in enumerate(res):
+ if char == "[":
+ open_brackets += 1
+ elif char == "]":
+ open_brackets -= 1
+ if open_brackets == 0 and char in terminators:
+ break
+ res = res[:idx]
+ inputs_and_attr += f"{attr}: {res}
"
+
+ md_data.append(inputs_and_attr)
+ md_data.append("ttnn.scatter")
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+
+ return
+
+ def process_slice(shlo_op, md_data):
+ #% 0 = stablehlo.slice %arg0 [0:1, 0:32, 0:32, 0:64] : (tensor<1x32x32x128xbf16>) -> tensor<1x32x32x64xbf16>
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ indices = shlo_op[6][shlo_op[6].find("[") : shlo_op[6].find("]") + 1]
+ inputs_and_attr += f"indices: {indices}
"
+
+ md_data.append(inputs_and_attr)
+ md_data.append("ttnn.reshape")
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+
+ def default(shlo_op, md_data):
+ if len(shlo_op[4]) == 1 and len(shlo_op[2]) != 1:
+ shlo_op[4].append(shlo_op[4][0])
+ inputs_and_attr = extract_shapes_md(shlo_op[4])
+ attrs = shlo_op[3]
+ for k, v in attrs.items():
+ inputs_and_attr += f"{k}: {v}
"
+
+ md_data.append(inputs_and_attr)
+ if shlo_op[1] in op_mappings:
+ md_data.append(op_mappings[shlo_op[1]])
+ else:
+ md_data.append("")
+
+ md_data.append(shlo_op[7])
+ md_data.append(f"{shlo_op[10]}")
+ return
+
+ workbook = xlsxwriter.Workbook("results/stable_hlo_ops.xlsx")
+ keys = sorted(stable_hlo_ops.keys())
+ for op in keys:
+ md_file = MdUtils(file_name="docs/ops/" + op + ".md", title=op)
+ md_file.create_md_file()
+
+ title = op
+ if op in op_mappings:
+ title += "::" + op_mappings[op]
+
+ md_file.new_header(level=3, title=title, add_table_of_contents="n")
+ worksheet = workbook.add_worksheet(op[:31])
+
+ row = 0
+ header = (
+ "Output",
+ "Op Name",
+ "Args",
+ "Attrs",
+ "Input Shapes",
+ "Output Shapes",
+ "HLO",
+ "TorchName",
+ "TorchIn",
+ "TorchOut",
+ "Status",
+ )
+ worksheet.write_row(row, 0, header, bold)
+ row += 1
+ md_data = ["", "STABLE HLO Input Variations", "ttnn op", "Torch Name", "Status"]
+ unique_ops = set()
+ index = 0
+ for shlo_op in stable_hlo_ops[op]:
+ md_data.append(f"{index}")
+ if op == "stablehlo.compare":
+ process_compare(shlo_op, md_data)
+ elif op == "stablehlo.gather":
+ process_gather(shlo_op, md_data)
+ elif op == "stablehlo.convolution":
+ process_convolution(shlo_op, md_data)
+ elif op == "stablehlo.reshape":
+ process_reshape(shlo_op, md_data)
+ elif op == "stablehlo.slice":
+ process_slice(shlo_op, md_data)
+ elif op == "stablehlo.scatter":
+ process_scatter(shlo_op, md_data)
+ else:
+ default(shlo_op, md_data)
+
+ if md_data[-4] in unique_ops:
+ md_data = md_data[:-5]
+ else:
+ index += 1
+ unique_ops.add(md_data[-4])
+ row_data = [elem.__str__() for elem in shlo_op]
+ worksheet.write_row(row, 0, row_data)
+ row += 1
+ md_file.new_line()
+
+ md_file.new_table(
+ columns=5, rows=len(md_data) // 5, text=md_data, text_align="left"
+ )
+ md_file.new_line()
+ text = md_file.file_data_text
+ with open("docs/ops/" + op + ".md", "w") as f:
+ f.write(text)
+
+ worksheet.autofit()
+ workbook.close()
+
if __name__ == "__main__":
process_json_files()