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Total number of MatMul/Conv operations: 13 Total number of operations in the model: 178 ------------------------------------------------------------------------------------------------------------------ Total number of groups: 167 Average number of operations per group: 1.07 Total number of groups (excluding single-op groups): 11 Average number of operations per group (excluding single-op groups): 2.00 Total number of standalone OP groups: 156 ------------------------------------------------------------------------------------------------------------------ Group with the largest number of operations: Order: 0, OP Type: Conv, Name: conv2d_1 Order: 1, OP Type: LeakyRelu, Name: leaky_re_lu_1 Total operations in this group: 2 ------------------------------------------------------------------------------------------------------------------ Kernel (but not elementwise) operation breakdown: 93 Resize: 1 Concat: 14 Transpose: 3 Squeeze: 5 Cast: 23 Slice: 29 ReduceMin: 1 Reshape: 10 Unsqueeze: 7 Elementwise operation breakdown: 55 LeakyRelu: 11 Mul: 12 Div: 10 Round: 1 Sub: 5 Ceil: 4 Exp: 2 Sigmoid: 6 Add: 4 ------------------------------------------------------------------------------------------------------------------ Statistics of operations in groups with more than one operation: Total operations in non-single-op groups: 22 Operation breakdown: Conv: 11 LeakyRelu: 11 ------------------------------------------------------------------------------------------------------------------ Stopping Reasons for Following Paths: Non-elementwise stops: 8 Multiple output stops: 2 Matmul/Conv stops: 3
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