Operator: aten._log_softmax.default
cnt: 1, ((T([32, 1000], f16), 1, False), {})
Operator: aten._log_softmax_backward_data.default
cnt: 1, ((T([32, 1000], f16), T([32, 1000], f16), 1, f16), {})
Operator: aten._softmax.default
cnt: 3, ((T([32, 2, 1, 64], f16), 1, False), {})
cnt: 4, ((T([32, 2, 1, 128], f16), 1, False), {})
cnt: 23, ((T([32, 2, 1, 256], f16), 1, False), {})
cnt: 3, ((T([32, 2, 1, 512], f16), 1, False), {})
Operator: aten._softmax_backward_data.default
cnt: 3, ((T([32, 2, 1, 512], f16), T([32, 2, 1, 512], f16), 1, f16), {})
cnt: 23, ((T([32, 2, 1, 256], f16), T([32, 2, 1, 256], f16), 1, f16), {})
cnt: 4, ((T([32, 2, 1, 128], f16), T([32, 2, 1, 128], f16), 1, f16), {})
cnt: 3, ((T([32, 2, 1, 64], f16), T([32, 2, 1, 64], f16), 1, f16), {})
Operator: aten.add.Tensor
cnt: 2, ((T([32, 2, 512, 8, 8], f16), T([32, 2, 512, 8, 8], f16, stride=(32768, 0, 64, 8, 1))), {})
cnt: 2, ((T([32, 2048, 8, 8], f16), T([32, 2048, 8, 8], f16)), {})
cnt: 1, ((T([32, 2, 512, 16, 16], f16), T([32, 2, 512, 16, 16], f16, stride=(131072, 0, 256, 16, 1))), {})
cnt: 23, ((T([32, 1024, 16, 16], f16), T([32, 1024, 16, 16], f16)), {})
cnt: 22, ((T([32, 2, 256, 16, 16], f16), T([32, 2, 256, 16, 16], f16, stride=(65536, 0, 256, 16, 1))), {})
cnt: 1, ((T([32, 2, 256, 32, 32], f16), T([32, 2, 256, 32, 32], f16, stride=(262144, 0, 1024, 32, 1))), {})
cnt: 4, ((T([32, 512, 32, 32], f16), T([32, 512, 32, 32], f16)), {})
cnt: 3, ((T([32, 2, 128, 32, 32], f16), T([32, 2, 128, 32, 32], f16, stride=(131072, 0, 1024, 32, 1))), {})
cnt: 1, ((T([32, 2, 128, 64, 64], f16), T([32, 2, 128, 64, 64], f16, stride=(524288, 0, 4096, 64, 1))), {})
cnt: 3, ((T([32, 256, 64, 64], f16), T([32, 256, 64, 64], f16)), {})
cnt: 3, ((T([32, 2, 64, 64, 64], f16), T([32, 2, 64, 64, 64], f16, stride=(262144, 0, 4096, 64, 1))), {})
cnt: 1, ((T([32, 128, 64, 64], f16), T([32, 128, 64, 64], f16)), {})
Operator: aten.add_.Tensor
cnt: 139, ((T([], i64), 1), {})
cnt: 3, ((T([32, 256, 64, 64], f16), T([32, 256, 64, 64], f16)), {})
cnt: 4, ((T([32, 512, 32, 32], f16), T([32, 512, 32, 32], f16)), {})
cnt: 23, ((T([32, 1024, 16, 16], f16), T([32, 1024, 16, 16], f16)), {})
cnt: 3, ((T([32, 2048, 8, 8], f16), T([32, 2048, 8, 8], f16)), {})
Operator: aten.addmm.default
cnt: 1, ((T([1000], f16), T([32, 2048], f16), T([2048, 1000], f16, stride=(1, 2048))), {})
Operator: aten.avg_pool2d.default
cnt: 1, ((T([32, 128, 64, 64], f16), [3, 3], [2, 2], [1, 1]), {})
cnt: 1, ((T([32, 256, 64, 64], f16), [2, 2], [2, 2], [0, 0], True, False), {})
cnt: 1, ((T([32, 256, 32, 32], f16), [3, 3], [2, 2], [1, 1]), {})
cnt: 1, ((T([32, 512, 32, 32], f16), [2, 2], [2, 2], [0, 0], True, False), {})
cnt: 1, ((T([32, 512, 16, 16], f16), [3, 3], [2, 2], [1, 1]), {})
cnt: 1, ((T([32, 1024, 16, 16], f16), [2, 2], [2, 2], [0, 0], True, False), {})
Operator: aten.avg_pool2d_backward.default
cnt: 1, ((T([32, 1024, 8, 8], f16), T([32, 1024, 16, 16], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
cnt: 1, ((T([32, 512, 8, 8], f16), T([32, 512, 16, 16], f16), [3, 3], [2, 2], [1, 1], False, True, None), {})
cnt: 1, ((T([32, 512, 16, 16], f16), T([32, 512, 32, 32], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
cnt: 1, ((T([32, 256, 16, 16], f16), T([32, 256, 32, 32], f16), [3, 3], [2, 2], [1, 1], False, True, None), {})
cnt: 1, ((T([32, 256, 32, 32], f16), T([32, 256, 64, 64], f16), [2, 2], [2, 2], [0, 0], True, False, None), {})
cnt: 1, ((T([32, 128, 32, 32], f16), T([32, 128, 64, 64], f16), [3, 3], [2, 2], [1, 1], False, True, None), {})
Operator: aten.clone.default
cnt: 1, ((T([32, 3, 256, 256], f16),), {})
Operator: aten.convolution.default
cnt: 1, ((T([32, 3, 256, 256], f16), T([64, 3, 3, 3], f16), None, [2, 2], [1, 1], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 64, 128, 128], f16), T([64, 64, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 64, 128, 128], f16), T([128, 64, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 128, 64, 64], f16), T([64, 128, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 64, 64, 64], f16), T([128, 32, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 3, ((T([32, 64, 1, 1], f16), T([32, 64, 1, 1], f16), T([32], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 32, 1, 1], f16), T([128, 32, 1, 1], f16), T([128], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 64, 64, 64], f16), T([256, 64, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 128, 64, 64], f16), T([256, 128, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 2, ((T([32, 256, 64, 64], f16), T([64, 256, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 256, 64, 64], f16), T([128, 256, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 128, 64, 64], f16), T([256, 64, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 4, ((T([32, 128, 1, 1], f16), T([64, 128, 1, 1], f16), T([64], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 4, ((T([32, 64, 1, 1], f16), T([256, 64, 1, 1], f16), T([256], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 4, ((T([32, 128, 32, 32], f16), T([512, 128, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 256, 32, 32], f16), T([512, 256, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 512, 32, 32], f16), T([128, 512, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 128, 32, 32], f16), T([256, 64, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 1, ((T([32, 512, 32, 32], f16), T([256, 512, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 256, 32, 32], f16), T([512, 128, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 23, ((T([32, 256, 1, 1], f16), T([128, 256, 1, 1], f16), T([128], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 23, ((T([32, 128, 1, 1], f16), T([512, 128, 1, 1], f16), T([512], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 23, ((T([32, 256, 16, 16], f16), T([1024, 256, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 512, 16, 16], f16), T([1024, 512, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 22, ((T([32, 1024, 16, 16], f16), T([256, 1024, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 22, ((T([32, 256, 16, 16], f16), T([512, 128, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 1, ((T([32, 1024, 16, 16], f16), T([512, 1024, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 512, 16, 16], f16), T([1024, 256, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
cnt: 3, ((T([32, 512, 1, 1], f16), T([256, 512, 1, 1], f16), T([256], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 256, 1, 1], f16), T([1024, 256, 1, 1], f16), T([1024], f16), [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 3, ((T([32, 512, 8, 8], f16), T([2048, 512, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 1, ((T([32, 1024, 8, 8], f16), T([2048, 1024, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 2, ((T([32, 2048, 8, 8], f16), T([512, 2048, 1, 1], f16), None, [1, 1], [0, 0], [1, 1], False, [0, 0], 1), {})
cnt: 2, ((T([32, 512, 8, 8], f16), T([1024, 256, 3, 3], f16), None, [1, 1], [1, 1], [1, 1], False, [0, 0], 2), {})
Operator: aten.convolution_backward.default
cnt: 3, ((T([32, 2048, 8, 8], f16), T([32, 512, 8, 8], f16), T([2048, 512, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 3, ((T([32, 1024, 1, 1], f16), T([32, 256, 1, 1], f16), T([1024, 256, 1, 1], f16), [1024], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 3, ((T([32, 256, 1, 1], f16), T([32, 512, 1, 1], f16), T([256, 512, 1, 1], f16), [256], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 2, ((T([32, 1024, 8, 8], f16), T([32, 512, 8, 8], f16), T([1024, 256, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 2, ((T([32, 512, 8, 8], f16), T([32, 2048, 8, 8], f16), T([512, 2048, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 2048, 8, 8], f16), T([32, 1024, 8, 8], f16), T([2048, 1024, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 1024, 16, 16], f16), T([32, 512, 16, 16], f16), T([1024, 256, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 1, ((T([32, 512, 16, 16], f16), T([32, 1024, 16, 16], f16), T([512, 1024, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 23, ((T([32, 1024, 16, 16], f16), T([32, 256, 16, 16], f16), T([1024, 256, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 23, ((T([32, 512, 1, 1], f16), T([32, 128, 1, 1], f16), T([512, 128, 1, 1], f16), [512], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 23, ((T([32, 128, 1, 1], f16), T([32, 256, 1, 1], f16), T([128, 256, 1, 1], f16), [128], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 22, ((T([32, 512, 16, 16], f16), T([32, 256, 16, 16], f16), T([512, 128, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 22, ((T([32, 256, 16, 16], f16), T([32, 1024, 16, 16], f16), T([256, 1024, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 1024, 16, 16], f16), T([32, 512, 16, 16], f16), T([1024, 512, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 512, 32, 32], f16), T([32, 256, 32, 32], f16), T([512, 128, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 1, ((T([32, 256, 32, 32], f16), T([32, 512, 32, 32], f16), T([256, 512, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 4, ((T([32, 512, 32, 32], f16), T([32, 128, 32, 32], f16), T([512, 128, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 4, ((T([32, 256, 1, 1], f16), T([32, 64, 1, 1], f16), T([256, 64, 1, 1], f16), [256], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 4, ((T([32, 64, 1, 1], f16), T([32, 128, 1, 1], f16), T([64, 128, 1, 1], f16), [64], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 3, ((T([32, 256, 32, 32], f16), T([32, 128, 32, 32], f16), T([256, 64, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 3, ((T([32, 128, 32, 32], f16), T([32, 512, 32, 32], f16), T([128, 512, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 512, 32, 32], f16), T([32, 256, 32, 32], f16), T([512, 256, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 256, 64, 64], f16), T([32, 128, 64, 64], f16), T([256, 64, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 1, ((T([32, 128, 64, 64], f16), T([32, 256, 64, 64], f16), T([128, 256, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 3, ((T([32, 256, 64, 64], f16), T([32, 64, 64, 64], f16), T([256, 64, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 3, ((T([32, 128, 1, 1], f16), T([32, 32, 1, 1], f16), T([128, 32, 1, 1], f16), [128], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 3, ((T([32, 32, 1, 1], f16), T([32, 64, 1, 1], f16), T([32, 64, 1, 1], f16), [32], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, True]), {})
cnt: 3, ((T([32, 128, 64, 64], f16), T([32, 64, 64, 64], f16), T([128, 32, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 2, [True, True, False]), {})
cnt: 2, ((T([32, 64, 64, 64], f16), T([32, 256, 64, 64], f16), T([64, 256, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 256, 64, 64], f16), T([32, 128, 64, 64], f16), T([256, 128, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 64, 64, 64], f16), T([32, 128, 64, 64], f16), T([64, 128, 1, 1], f16), [0], [1, 1], [0, 0], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 128, 128, 128], f16), T([32, 64, 128, 128], f16), T([128, 64, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 64, 128, 128], f16), T([32, 64, 128, 128], f16), T([64, 64, 3, 3], f16), [0], [1, 1], [1, 1], [1, 1], False, [0, 0], 1, [True, True, False]), {})
cnt: 1, ((T([32, 64, 128, 128], f16), T([32, 3, 256, 256], f16), T([64, 3, 3, 3], f16), [0], [2, 2], [1, 1], [1, 1], False, [0, 0], 1, [False, True, False]), {})
Operator: aten.copy_.default
cnt: 1, ((T([32, 3, 256, 256], f16), T([32, 3, 256, 256], f16)), {})
Operator: aten.div.Scalar
cnt: 1, ((T([32, 2048, 8, 8], f16, stride=(2048, 1, 0, 0)), 64), {})
cnt: 2, ((T([32, 512, 8, 8], f16, stride=(512, 1, 0, 0)), 64), {})
cnt: 1, ((T([32, 512, 16, 16], f16, stride=(512, 1, 0, 0)), 256), {})
cnt: 22, ((T([32, 256, 16, 16], f16, stride=(256, 1, 0, 0)), 256), {})
cnt: 1, ((T([32, 256, 32, 32], f16, stride=(256, 1, 0, 0)), 1024), {})
cnt: 3, ((T([32, 128, 32, 32], f16, stride=(128, 1, 0, 0)), 1024), {})
cnt: 1, ((T([32, 128, 64, 64], f16, stride=(128, 1, 0, 0)), 4096), {})
cnt: 3, ((T([32, 64, 64, 64], f16, stride=(64, 1, 0, 0)), 4096), {})
Operator: aten.lift_fresh_copy.default
cnt: 1, ((T([32], i64),), {})
Operator: aten.max_pool2d_with_indices.default
cnt: 1, ((T([32, 128, 128, 128], f16), [3, 3], [2, 2], [1, 1]), {})
Operator: aten.max_pool2d_with_indices_backward.default
cnt: 1, ((T([32, 128, 64, 64], f16), T([32, 128, 128, 128], f16), [3, 3], [2, 2], [1, 1], [1, 1], False, T([32, 128, 64, 64], i64)), {})
Operator: aten.mean.dim
cnt: 3, ((T([32, 64, 64, 64], f16), [2, 3], True), {})
cnt: 1, ((T([32, 128, 64, 64], f16), [2, 3], True), {})
cnt: 3, ((T([32, 128, 32, 32], f16), [2, 3], True), {})
cnt: 1, ((T([32, 256, 32, 32], f16), [2, 3], True), {})
cnt: 22, ((T([32, 256, 16, 16], f16), [2, 3], True), {})
cnt: 1, ((T([32, 512, 16, 16], f16), [2, 3], True), {})
cnt: 2, ((T([32, 512, 8, 8], f16), [2, 3], True), {})
cnt: 1, ((T([32, 2048, 8, 8], f16), [-1, -2], True), {})
Operator: aten.mm.default
cnt: 1, ((T([32, 1000], f16), T([1000, 2048], f16)), {})
cnt: 1, ((T([1000, 32], f16, stride=(1, 1000)), T([32, 2048], f16)), {})
Operator: aten.mul.Tensor
cnt: 3, ((T([32, 2, 64, 64, 64], f16), T([32, 2, 64, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 128, 64, 64], f16), T([32, 2, 128, 1, 1], f16)), {})
cnt: 3, ((T([32, 2, 128, 32, 32], f16), T([32, 2, 128, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 256, 32, 32], f16), T([32, 2, 256, 1, 1], f16)), {})
cnt: 22, ((T([32, 2, 256, 16, 16], f16), T([32, 2, 256, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 512, 16, 16], f16), T([32, 2, 512, 1, 1], f16)), {})
cnt: 2, ((T([32, 2, 512, 8, 8], f16), T([32, 2, 512, 1, 1], f16)), {})
cnt: 2, ((T([32, 2, 512, 8, 8], f16, stride=(32768, 0, 64, 8, 1)), T([32, 2, 512, 8, 8], f16)), {})
cnt: 2, ((T([32, 2, 512, 8, 8], f16, stride=(32768, 0, 64, 8, 1)), T([32, 2, 512, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 512, 16, 16], f16, stride=(131072, 0, 256, 16, 1)), T([32, 2, 512, 16, 16], f16)), {})
cnt: 1, ((T([32, 2, 512, 16, 16], f16, stride=(131072, 0, 256, 16, 1)), T([32, 2, 512, 1, 1], f16)), {})
cnt: 22, ((T([32, 2, 256, 16, 16], f16, stride=(65536, 0, 256, 16, 1)), T([32, 2, 256, 16, 16], f16)), {})
cnt: 22, ((T([32, 2, 256, 16, 16], f16, stride=(65536, 0, 256, 16, 1)), T([32, 2, 256, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 256, 32, 32], f16, stride=(262144, 0, 1024, 32, 1)), T([32, 2, 256, 32, 32], f16)), {})
cnt: 1, ((T([32, 2, 256, 32, 32], f16, stride=(262144, 0, 1024, 32, 1)), T([32, 2, 256, 1, 1], f16)), {})
cnt: 3, ((T([32, 2, 128, 32, 32], f16, stride=(131072, 0, 1024, 32, 1)), T([32, 2, 128, 32, 32], f16)), {})
cnt: 3, ((T([32, 2, 128, 32, 32], f16, stride=(131072, 0, 1024, 32, 1)), T([32, 2, 128, 1, 1], f16)), {})
cnt: 1, ((T([32, 2, 128, 64, 64], f16, stride=(524288, 0, 4096, 64, 1)), T([32, 2, 128, 64, 64], f16)), {})
cnt: 1, ((T([32, 2, 128, 64, 64], f16, stride=(524288, 0, 4096, 64, 1)), T([32, 2, 128, 1, 1], f16)), {})
cnt: 3, ((T([32, 2, 64, 64, 64], f16, stride=(262144, 0, 4096, 64, 1)), T([32, 2, 64, 64, 64], f16)), {})
cnt: 3, ((T([32, 2, 64, 64, 64], f16, stride=(262144, 0, 4096, 64, 1)), T([32, 2, 64, 1, 1], f16)), {})
Operator: aten.native_batch_norm.default
cnt: 2, ((T([32, 64, 128, 128], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f16), True, 0.1, 1e-05), {})
cnt: 1, ((T([32, 128, 128, 128], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f16), True, 0.1, 1e-05), {})
cnt: 3, ((T([32, 64, 64, 64], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f16), True, 0.1, 1e-05), {})
cnt: 4, ((T([32, 128, 64, 64], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f16), True, 0.1, 1e-05), {})
cnt: 3, ((T([32, 32, 1, 1], f16), T([32], f16), T([32], f16), T([32], f16), T([32], f16), True, 0.1, 1e-05), {})
cnt: 5, ((T([32, 256, 64, 64], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f16), True, 0.1, 1e-05), {})
cnt: 4, ((T([32, 64, 1, 1], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f16), True, 0.1, 1e-05), {})
cnt: 6, ((T([32, 512, 32, 32], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f16), True, 0.1, 1e-05), {})
cnt: 3, ((T([32, 128, 32, 32], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f16), True, 0.1, 1e-05), {})
cnt: 4, ((T([32, 256, 32, 32], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f16), True, 0.1, 1e-05), {})
cnt: 23, ((T([32, 128, 1, 1], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f16), True, 0.1, 1e-05), {})
cnt: 25, ((T([32, 1024, 16, 16], f16), T([1024], f16), T([1024], f16), T([1024], f16), T([1024], f16), True, 0.1, 1e-05), {})
cnt: 22, ((T([32, 256, 16, 16], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f16), True, 0.1, 1e-05), {})
cnt: 23, ((T([32, 512, 16, 16], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f16), True, 0.1, 1e-05), {})
cnt: 3, ((T([32, 256, 1, 1], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f16), True, 0.1, 1e-05), {})
cnt: 4, ((T([32, 2048, 8, 8], f16), T([2048], f16), T([2048], f16), T([2048], f16), T([2048], f16), True, 0.1, 1e-05), {})
cnt: 2, ((T([32, 512, 8, 8], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f16), True, 0.1, 1e-05), {})
cnt: 2, ((T([32, 1024, 8, 8], f16), T([1024], f16), T([1024], f16), T([1024], f16), T([1024], f16), True, 0.1, 1e-05), {})
Operator: aten.native_batch_norm_backward.default
cnt: 4, ((T([32, 2048, 8, 8], f16), T([32, 2048, 8, 8], f16), T([2048], f16), T([2048], f16), T([2048], f16), T([2048], f32), T([2048], f32), True, 1e-05, [True, True, True]), {})
cnt: 3, ((T([32, 256, 1, 1], f16), T([32, 256, 1, 1], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f32), T([256], f32), True, 1e-05, [True, True, True]), {})
cnt: 2, ((T([32, 1024, 8, 8], f16), T([32, 1024, 8, 8], f16), T([1024], f16), T([1024], f16), T([1024], f16), T([1024], f32), T([1024], f32), True, 1e-05, [True, True, True]), {})
cnt: 2, ((T([32, 512, 8, 8], f16), T([32, 512, 8, 8], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f32), T([512], f32), True, 1e-05, [True, True, True]), {})
cnt: 25, ((T([32, 1024, 16, 16], f16), T([32, 1024, 16, 16], f16), T([1024], f16), T([1024], f16), T([1024], f16), T([1024], f32), T([1024], f32), True, 1e-05, [True, True, True]), {})
cnt: 23, ((T([32, 512, 16, 16], f16), T([32, 512, 16, 16], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f32), T([512], f32), True, 1e-05, [True, True, True]), {})
cnt: 23, ((T([32, 128, 1, 1], f16), T([32, 128, 1, 1], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f32), T([128], f32), True, 1e-05, [True, True, True]), {})
cnt: 22, ((T([32, 256, 16, 16], f16), T([32, 256, 16, 16], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f32), T([256], f32), True, 1e-05, [True, True, True]), {})
cnt: 6, ((T([32, 512, 32, 32], f16), T([32, 512, 32, 32], f16), T([512], f16), T([512], f16), T([512], f16), T([512], f32), T([512], f32), True, 1e-05, [True, True, True]), {})
cnt: 4, ((T([32, 256, 32, 32], f16), T([32, 256, 32, 32], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f32), T([256], f32), True, 1e-05, [True, True, True]), {})
cnt: 4, ((T([32, 64, 1, 1], f16), T([32, 64, 1, 1], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f32), T([64], f32), True, 1e-05, [True, True, True]), {})
cnt: 3, ((T([32, 128, 32, 32], f16), T([32, 128, 32, 32], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f32), T([128], f32), True, 1e-05, [True, True, True]), {})
cnt: 5, ((T([32, 256, 64, 64], f16), T([32, 256, 64, 64], f16), T([256], f16), T([256], f16), T([256], f16), T([256], f32), T([256], f32), True, 1e-05, [True, True, True]), {})
cnt: 4, ((T([32, 128, 64, 64], f16), T([32, 128, 64, 64], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f32), T([128], f32), True, 1e-05, [True, True, True]), {})
cnt: 3, ((T([32, 32, 1, 1], f16), T([32, 32, 1, 1], f16), T([32], f16), T([32], f16), T([32], f16), T([32], f32), T([32], f32), True, 1e-05, [True, True, True]), {})
cnt: 3, ((T([32, 64, 64, 64], f16), T([32, 64, 64, 64], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f32), T([64], f32), True, 1e-05, [True, True, True]), {})
cnt: 1, ((T([32, 128, 128, 128], f16), T([32, 128, 128, 128], f16), T([128], f16), T([128], f16), T([128], f16), T([128], f32), T([128], f32), True, 1e-05, [True, True, True]), {})
cnt: 2, ((T([32, 64, 128, 128], f16), T([32, 64, 128, 128], f16), T([64], f16), T([64], f16), T([64], f16), T([64], f32), T([64], f32), True, 1e-05, [True, True, True]), {})
Operator: aten.nll_loss_backward.default
cnt: 1, ((T([], f16), T([32, 1000], f16), T([32], i64), None, 1, -100, T([], f16)), {})
Operator: aten.nll_loss_forward.default
cnt: 1, ((T([32, 1000], f16), T([32], i64), None, 1, -100), {})
Operator: aten.relu_.default
cnt: 2, ((T([32, 64, 128, 128], f16),), {})
cnt: 1, ((T([32, 128, 128, 128], f16),), {})
cnt: 3, ((T([32, 64, 64, 64], f16),), {})
cnt: 4, ((T([32, 128, 64, 64], f16),), {})
cnt: 3, ((T([32, 32, 1, 1], f16),), {})
cnt: 4, ((T([32, 256, 64, 64], f16),), {})
cnt: 4, ((T([32, 64, 1, 1], f16),), {})
cnt: 5, ((T([32, 512, 32, 32], f16),), {})
cnt: 3, ((T([32, 128, 32, 32], f16),), {})
cnt: 4, ((T([32, 256, 32, 32], f16),), {})
cnt: 23, ((T([32, 128, 1, 1], f16),), {})
cnt: 24, ((T([32, 1024, 16, 16], f16),), {})
cnt: 22, ((T([32, 256, 16, 16], f16),), {})
cnt: 23, ((T([32, 512, 16, 16], f16),), {})
cnt: 3, ((T([32, 256, 1, 1], f16),), {})
cnt: 3, ((T([32, 2048, 8, 8], f16),), {})
cnt: 2, ((T([32, 512, 8, 8], f16),), {})
cnt: 2, ((T([32, 1024, 8, 8], f16),), {})
Operator: aten.sum.SymInt
cnt: 1, ((T([32, 1000], f16), [0], True), {})
cnt: 2, ((T([32, 2, 512, 8, 8], f16), [3, 4], True), {})
cnt: 1, ((T([32, 2, 512, 16, 16], f16), [3, 4], True), {})
cnt: 22, ((T([32, 2, 256, 16, 16], f16), [3, 4], True), {})
cnt: 1, ((T([32, 2, 256, 32, 32], f16), [3, 4], True), {})
cnt: 3, ((T([32, 2, 128, 32, 32], f16), [3, 4], True), {})
cnt: 1, ((T([32, 2, 128, 64, 64], f16), [3, 4], True), {})
cnt: 3, ((T([32, 2, 64, 64, 64], f16), [3, 4], True), {})
Operator: aten.sum.dim_IntList
cnt: 6, ((T([32, 2, 64, 64, 64], f16), [1]), {})
cnt: 2, ((T([32, 2, 128, 64, 64], f16), [1]), {})
cnt: 6, ((T([32, 2, 128, 32, 32], f16), [1]), {})
cnt: 2, ((T([32, 2, 256, 32, 32], f16), [1]), {})
cnt: 44, ((T([32, 2, 256, 16, 16], f16), [1]), {})
cnt: 2, ((T([32, 2, 512, 16, 16], f16), [1]), {})
cnt: 4, ((T([32, 2, 512, 8, 8], f16), [1]), {})
Operator: aten.threshold_backward.default
cnt: 3, ((T([32, 2048, 8, 8], f16), T([32, 2048, 8, 8], f16), 0), {})
cnt: 3, ((T([32, 256, 1, 1], f16), T([32, 256, 1, 1], f16), 0), {})
cnt: 2, ((T([32, 1024, 8, 8], f16), T([32, 1024, 8, 8], f16), 0), {})
cnt: 2, ((T([32, 512, 8, 8], f16), T([32, 512, 8, 8], f16), 0), {})
cnt: 24, ((T([32, 1024, 16, 16], f16), T([32, 1024, 16, 16], f16), 0), {})
cnt: 23, ((T([32, 512, 16, 16], f16), T([32, 512, 16, 16], f16), 0), {})
cnt: 23, ((T([32, 128, 1, 1], f16), T([32, 128, 1, 1], f16), 0), {})
cnt: 22, ((T([32, 256, 16, 16], f16), T([32, 256, 16, 16], f16), 0), {})
cnt: 5, ((T([32, 512, 32, 32], f16), T([32, 512, 32, 32], f16), 0), {})
cnt: 4, ((T([32, 256, 32, 32], f16), T([32, 256, 32, 32], f16), 0), {})
cnt: 4, ((T([32, 64, 1, 1], f16), T([32, 64, 1, 1], f16), 0), {})
cnt: 3, ((T([32, 128, 32, 32], f16), T([32, 128, 32, 32], f16), 0), {})
cnt: 4, ((T([32, 256, 64, 64], f16), T([32, 256, 64, 64], f16), 0), {})
cnt: 4, ((T([32, 128, 64, 64], f16), T([32, 128, 64, 64], f16), 0), {})
cnt: 3, ((T([32, 32, 1, 1], f16), T([32, 32, 1, 1], f16), 0), {})
cnt: 3, ((T([32, 64, 64, 64], f16), T([32, 64, 64, 64], f16), 0), {})
cnt: 1, ((T([32, 128, 128, 128], f16), T([32, 128, 128, 128], f16), 0), {})
cnt: 2, ((T([32, 64, 128, 128], f16), T([32, 64, 128, 128], f16), 0), {})