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Total number of MatMul/Conv operations: 169 Total number of operations in the model: 932 ------------------------------------------------------------------------------------------------------------------ Total number of groups: 860 Average number of operations per group: 1.08 Total number of groups (excluding single-op groups): 72 Average number of operations per group (excluding single-op groups): 2.00 Total number of standalone OP groups: 788 ------------------------------------------------------------------------------------------------------------------ Group with the largest number of operations: Order: 53, OP Type: MatMul, Name: MatMul_82 Order: 79, OP Type: Add, Name: Add_122 Total operations in this group: 2 ------------------------------------------------------------------------------------------------------------------ Kernel (but not elementwise) operation breakdown: 441 Gather: 33 Unsqueeze: 38 Concat: 100 Reshape: 97 ConstantOfShape: 6 Cast: 6 ReduceMean: 37 Transpose: 98 Where: 2 Softmax: 24 Elementwise operation breakdown: 285 Mul: 43 Sub: 4 Pow: 37 Add: 101 Sqrt: 37 Div: 41 Neg: 2 Max: 2 Less: 2 Log: 2 Min: 2 Relu: 12 ------------------------------------------------------------------------------------------------------------------ Statistics of operations in groups with more than one operation: Total operations in non-single-op groups: 144 Operation breakdown: MatMul: 72 Add: 60 Relu: 12 ------------------------------------------------------------------------------------------------------------------ Stopping Reasons for Following Paths: Non-elementwise stops: 120 Multiple output stops: 36 Matmul/Conv stops: 12 ------------------------------------------------------------------------------------------------------------------
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