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best_subnet.txt
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Vision_TransformerSuper(
(patch_embed_super): PatchembedSuper(
(proj): Conv2d(3, 256, kernel_size=(16, 16), stride=(16, 16))
)
(blocks): ModuleList(
(0): TransformerEncoderLayer(
(drop_path): Identity()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(1): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(2): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(3): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(4): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(5): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(6): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(7): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(8): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(9): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(10): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(11): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(12): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
(13): TransformerEncoderLayer(
(drop_path): DropPath()
(attn): AttentionSuper(
(qkv1): qkv_super(in_features=256, out_features=230, bias=False)
(qkv2): qkv_super(in_features=230, out_features=230, bias=False)
(qkv3): qkv_super(in_features=230, out_features=768, bias=True)
(rel_pos_embed_k): RelativePosition2D_super()
(rel_pos_embed_v): RelativePosition2D_super()
(proj1): LinearSuper(in_features=256, out_features=230, bias=False)
(proj2): LinearSuper(in_features=230, out_features=230, bias=False)
(proj3): LinearSuper(in_features=230, out_features=256, bias=True)
(attn_drop): Dropout(p=0.0, inplace=False)
(proj_drop): Dropout(p=0.0, inplace=False)
)
(attn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(ffn_layer_norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(fc11): LinearSuper(in_features=256, out_features=230, bias=False)
(fc12): LinearSuper(in_features=230, out_features=230, bias=False)
(fc13): LinearSuper(in_features=230, out_features=1024, bias=True)
(fc21): LinearSuper(in_features=1024, out_features=230, bias=False)
(fc22): LinearSuper(in_features=230, out_features=230, bias=False)
(fc23): LinearSuper(in_features=230, out_features=256, bias=True)
)
)
(norm): LayerNormSuper((256,), eps=1e-05, elementwise_affine=True)
(head): LinearSuper(in_features=256, out_features=1000, bias=True)
)