(src_state, in_channels)
| 24 | |
| 25 | |
| 26 | def convert_adapter(src_state, in_channels): |
| 27 | original_body_length = max([int(x.split(".")[1]) for x in src_state.keys() if "body." in x]) + 1 |
| 28 | |
| 29 | assert original_body_length == 8 |
| 30 | |
| 31 | # (0, 1) -> channels 1 |
| 32 | assert src_state["body.0.block1.weight"].shape == (320, 320, 3, 3) |
| 33 | |
| 34 | # (2, 3) -> channels 2 |
| 35 | assert src_state["body.2.in_conv.weight"].shape == (640, 320, 1, 1) |
| 36 | |
| 37 | # (4, 5) -> channels 3 |
| 38 | assert src_state["body.4.in_conv.weight"].shape == (1280, 640, 1, 1) |
| 39 | |
| 40 | # (6, 7) -> channels 4 |
| 41 | assert src_state["body.6.block1.weight"].shape == (1280, 1280, 3, 3) |
| 42 | |
| 43 | res_state = { |
| 44 | "adapter.conv_in.weight": src_state.pop("conv_in.weight"), |
| 45 | "adapter.conv_in.bias": src_state.pop("conv_in.bias"), |
| 46 | # 0.resnets.0 |
| 47 | "adapter.body.0.resnets.0.block1.weight": src_state.pop("body.0.block1.weight"), |
| 48 | "adapter.body.0.resnets.0.block1.bias": src_state.pop("body.0.block1.bias"), |
| 49 | "adapter.body.0.resnets.0.block2.weight": src_state.pop("body.0.block2.weight"), |
| 50 | "adapter.body.0.resnets.0.block2.bias": src_state.pop("body.0.block2.bias"), |
| 51 | # 0.resnets.1 |
| 52 | "adapter.body.0.resnets.1.block1.weight": src_state.pop("body.1.block1.weight"), |
| 53 | "adapter.body.0.resnets.1.block1.bias": src_state.pop("body.1.block1.bias"), |
| 54 | "adapter.body.0.resnets.1.block2.weight": src_state.pop("body.1.block2.weight"), |
| 55 | "adapter.body.0.resnets.1.block2.bias": src_state.pop("body.1.block2.bias"), |
| 56 | # 1 |
| 57 | "adapter.body.1.in_conv.weight": src_state.pop("body.2.in_conv.weight"), |
| 58 | "adapter.body.1.in_conv.bias": src_state.pop("body.2.in_conv.bias"), |
| 59 | # 1.resnets.0 |
| 60 | "adapter.body.1.resnets.0.block1.weight": src_state.pop("body.2.block1.weight"), |
| 61 | "adapter.body.1.resnets.0.block1.bias": src_state.pop("body.2.block1.bias"), |
| 62 | "adapter.body.1.resnets.0.block2.weight": src_state.pop("body.2.block2.weight"), |
| 63 | "adapter.body.1.resnets.0.block2.bias": src_state.pop("body.2.block2.bias"), |
| 64 | # 1.resnets.1 |
| 65 | "adapter.body.1.resnets.1.block1.weight": src_state.pop("body.3.block1.weight"), |
| 66 | "adapter.body.1.resnets.1.block1.bias": src_state.pop("body.3.block1.bias"), |
| 67 | "adapter.body.1.resnets.1.block2.weight": src_state.pop("body.3.block2.weight"), |
| 68 | "adapter.body.1.resnets.1.block2.bias": src_state.pop("body.3.block2.bias"), |
| 69 | # 2 |
| 70 | "adapter.body.2.in_conv.weight": src_state.pop("body.4.in_conv.weight"), |
| 71 | "adapter.body.2.in_conv.bias": src_state.pop("body.4.in_conv.bias"), |
| 72 | # 2.resnets.0 |
| 73 | "adapter.body.2.resnets.0.block1.weight": src_state.pop("body.4.block1.weight"), |
| 74 | "adapter.body.2.resnets.0.block1.bias": src_state.pop("body.4.block1.bias"), |
| 75 | "adapter.body.2.resnets.0.block2.weight": src_state.pop("body.4.block2.weight"), |
| 76 | "adapter.body.2.resnets.0.block2.bias": src_state.pop("body.4.block2.bias"), |
| 77 | # 2.resnets.1 |
| 78 | "adapter.body.2.resnets.1.block1.weight": src_state.pop("body.5.block1.weight"), |
| 79 | "adapter.body.2.resnets.1.block1.bias": src_state.pop("body.5.block1.bias"), |
| 80 | "adapter.body.2.resnets.1.block2.weight": src_state.pop("body.5.block2.weight"), |
| 81 | "adapter.body.2.resnets.1.block2.bias": src_state.pop("body.5.block2.bias"), |
| 82 | # 3.resnets.0 |
| 83 | "adapter.body.3.resnets.0.block1.weight": src_state.pop("body.6.block1.weight"), |
no test coverage detected