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Total number of MatMul/Conv operations: 72 Total number of operations in the model: 2581 ------------------------------------------------------------------------------------------------------------------ Total number of groups: 2569 Average number of operations per group: 1.00 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: 2557 ------------------------------------------------------------------------------------------------------------------ Group with the largest number of operations: Order: 122, OP Type: MatMul, Name: MatMul_122 Order: 124, OP Type: Div, Name: Div_124 Total operations in this group: 2 ------------------------------------------------------------------------------------------------------------------ Kernel (but not elementwise) operation breakdown: 1226 Gather: 330 Unsqueeze: 356 Concat: 159 Reshape: 147 ConstantOfShape: 1 Transpose: 61 Squeeze: 1 Cast: 73 ReduceMean: 50 Split: 12 Slice: 24 Softmax: 12 Elementwise operation breakdown: 420 Sub: 62 Div: 74 Mul: 110 Add: 100 Pow: 37 Sqrt: 25 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
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