(self, x)
| 74 | # 28 x 28 |
| 75 | |
| 76 | def forward(self, x): |
| 77 | out = self.conv0(x) |
| 78 | |
| 79 | out = self.pad1_1(out) |
| 80 | out = self.conv1_1(out) |
| 81 | out = self.relu1_1(out) |
| 82 | |
| 83 | if self.level < 2: |
| 84 | return out |
| 85 | |
| 86 | out = self.pad1_2(out) |
| 87 | out = self.conv1_2(out) |
| 88 | pool1 = self.relu1_2(out) |
| 89 | |
| 90 | out, pool1_idx = self.maxpool1(pool1) |
| 91 | |
| 92 | out = self.pad2_1(out) |
| 93 | out = self.conv2_1(out) |
| 94 | out = self.relu2_1(out) |
| 95 | |
| 96 | if self.level < 3: |
| 97 | return out, pool1_idx, pool1.size() |
| 98 | |
| 99 | out = self.pad2_2(out) |
| 100 | out = self.conv2_2(out) |
| 101 | pool2 = self.relu2_2(out) |
| 102 | |
| 103 | out, pool2_idx = self.maxpool2(pool2) |
| 104 | |
| 105 | out = self.pad3_1(out) |
| 106 | out = self.conv3_1(out) |
| 107 | out = self.relu3_1(out) |
| 108 | |
| 109 | if self.level < 4: |
| 110 | return out, pool1_idx, pool1.size(), pool2_idx, pool2.size() |
| 111 | |
| 112 | out = self.pad3_2(out) |
| 113 | out = self.conv3_2(out) |
| 114 | out = self.relu3_2(out) |
| 115 | |
| 116 | out = self.pad3_3(out) |
| 117 | out = self.conv3_3(out) |
| 118 | out = self.relu3_3(out) |
| 119 | |
| 120 | out = self.pad3_4(out) |
| 121 | out = self.conv3_4(out) |
| 122 | pool3 = self.relu3_4(out) |
| 123 | out, pool3_idx = self.maxpool3(pool3) |
| 124 | |
| 125 | out = self.pad4_1(out) |
| 126 | out = self.conv4_1(out) |
| 127 | out = self.relu4_1(out) |
| 128 | |
| 129 | return out, pool1_idx, pool1.size(), pool2_idx, pool2.size(), pool3_idx, pool3.size() |
| 130 | |
| 131 | def forward_multiple(self, x): |
| 132 | out = self.conv0(x) |
nothing calls this directly
no outgoing calls
no test coverage detected