Untitled
Total number of MatMul/Conv operations: 73 Total number of operations in the model: 1725 ------------------------------------------------------------------------------------------------------------------ Total number of groups: 1713 Average number of operations per group: 1.01 Total number of groups (excluding single-op groups): 12 Average number of operations per group (excluding single-op groups): 2.00 Total number of standalone OP groups: 1701 ------------------------------------------------------------------------------------------------------------------ Group with the largest number of operations: Order: 77, OP Type: MatMul, Name: MatMul_122 Order: 78, OP Type: Div, Name: Div_124 Total operations in this group: 2 ------------------------------------------------------------------------------------------------------------------ Kernel (but not elementwise) operation breakdown: 1173 Gather: 330 Unsqueeze: 341 Concat: 182 Reshape: 147 ConstantOfShape: 1 Transpose: 61 Squeeze: 1 ReduceMean: 50 Split: 12 Slice: 12 Cast: 12 Where: 12 Softmax: 12 Elementwise operation breakdown: 368 Add: 99 Sub: 37 Pow: 37 Sqrt: 25 Div: 73 Mul: 85 Tanh: 12 ------------------------------------------------------------------------------------------------------------------ Statistics of operations in groups with more than one operation: Total operations in non-single-op groups: 24 Operation breakdown: MatMul: 12 Div: 12 ------------------------------------------------------------------------------------------------------------------ Stopping Reasons for Following Paths: Non-elementwise stops: 60 Multiple output stops: 12 Matmul/Conv stops: 0 ------------------------------------------------------------------------------------------------------------------
Leave a Comment