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Total number of MatMul/Conv operations: 97 Total number of operations in the model: 923 ------------------------------------------------------------------------------------------------------------------ Total number of groups: 802 Average number of operations per group: 1.15 Total number of groups (excluding single-op groups): 85 Average number of operations per group (excluding single-op groups): 2.42 Total number of standalone OP groups: 717 ------------------------------------------------------------------------------------------------------------------ Group with the largest number of operations: Order: 62, OP Type: MatMul, Name: MatMul_88 Order: 63, OP Type: Div, Name: Div_90 Order: 64, OP Type: Add, Name: Add_91 Total operations in this group: 3 ------------------------------------------------------------------------------------------------------------------ Kernel (but not elementwise) operation breakdown: 412 Gather: 102 Unsqueeze: 99 Concat: 49 ConstantOfShape: 2 Cast: 2 ReduceMean: 50 Reshape: 48 Transpose: 48 Softmax: 12 Elementwise operation breakdown: 364 Sub: 26 Mul: 51 Equal: 1 Not: 1 Add: 173 Pow: 25 Sqrt: 25 Div: 49 Erf: 12 Tanh: 1 ------------------------------------------------------------------------------------------------------------------ Statistics of operations in groups with more than one operation: Total operations in non-single-op groups: 206 Operation breakdown: MatMul: 84 Add: 108 Div: 12 Gemm: 1 Tanh: 1 ------------------------------------------------------------------------------------------------------------------ Stopping Reasons for Following Paths: Non-elementwise stops: 24 Multiple output stops: 72 Matmul/Conv stops: 0
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