diff --git "a/splits/composed.json" "b/splits/composed.json"
new file mode 100644--- /dev/null
+++ "b/splits/composed.json"
@@ -0,0 +1,17335 @@
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+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P8/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 330,
+      "n_unique_kernels": 8,
+      "T": 512,
+      "l1_labels": [
+        "conv",
+        "elementwise",
+        "pooling",
+        "reduction"
+      ],
+      "l2_labels": [
+        "conv_conv3d_standard",
+        "elementwise_bias_add",
+        "elementwise_div",
+        "pooling_global_avg_pool",
+        "reduction_max"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv3d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P80/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 165,
+      "n_unique_kernels": 5,
+      "T": 512,
+      "l1_labels": [
+        "matmul"
+      ],
+      "l2_labels": [
+        "matmul_gemm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P81/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 231,
+      "n_unique_kernels": 6,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "elementwise",
+        "matmul"
+      ],
+      "l2_labels": [
+        "activation_swish",
+        "activation_tanh",
+        "elementwise_clamp",
+        "elementwise_div",
+        "matmul_gemm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P82/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 198,
+      "n_unique_kernels": 5,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise",
+        "reduction"
+      ],
+      "l2_labels": [
+        "activation_tanh",
+        "conv_conv2d_standard",
+        "elementwise_bias_add",
+        "elementwise_scaling",
+        "reduction_max"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv2d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P83/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 231,
+      "n_unique_kernels": 7,
+      "T": 512,
+      "l1_labels": [
+        "conv",
+        "elementwise",
+        "normalization",
+        "reduction"
+      ],
+      "l2_labels": [
+        "conv_conv3d_standard",
+        "elementwise_clamp",
+        "normalization_groupnorm",
+        "reduction_min"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv3d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P84/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 165,
+      "n_unique_kernels": 5,
+      "T": 512,
+      "l1_labels": [
+        "matmul",
+        "normalization",
+        "softmax"
+      ],
+      "l2_labels": [
+        "matmul_gemm",
+        "normalization_batchnorm",
+        "softmax_softmax"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P85/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 264,
+      "n_unique_kernels": 8,
+      "T": 512,
+      "l1_labels": [
+        "conv",
+        "elementwise",
+        "normalization",
+        "pooling"
+      ],
+      "l2_labels": [
+        "conv_conv2d_standard",
+        "elementwise_scaling",
+        "normalization_groupnorm",
+        "pooling_max_pool"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv2d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P86/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 99,
+      "n_unique_kernels": 3,
+      "T": 512,
+      "l1_labels": [
+        "elementwise",
+        "matmul"
+      ],
+      "l2_labels": [
+        "elementwise_div",
+        "matmul_gemm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P87/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 165,
+      "n_unique_kernels": 4,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise"
+      ],
+      "l2_labels": [
+        "activation_mish",
+        "conv_conv2d_standard",
+        "elementwise_sub"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv2d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P88/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 264,
+      "n_unique_kernels": 6,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "elementwise",
+        "matmul",
+        "normalization"
+      ],
+      "l2_labels": [
+        "activation_swish",
+        "elementwise_mul",
+        "matmul_gemm",
+        "normalization_groupnorm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P89/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 363,
+      "n_unique_kernels": 10,
+      "T": 512,
+      "l1_labels": [
+        "conv",
+        "elementwise",
+        "pooling",
+        "softmax"
+      ],
+      "l2_labels": [
+        "conv_convtranspose3d",
+        "elementwise_sub",
+        "pooling_max_pool",
+        "softmax_softmax"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_convtranspose3d"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P9/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 132,
+      "n_unique_kernels": 4,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "elementwise",
+        "matmul"
+      ],
+      "l2_labels": [
+        "activation_relu",
+        "elementwise_sub",
+        "matmul_gemm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P90/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 198,
+      "n_unique_kernels": 5,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise",
+        "reduction"
+      ],
+      "l2_labels": [
+        "activation_gelu",
+        "activation_leaky_relu",
+        "conv_conv3d_standard",
+        "elementwise_clamp",
+        "reduction_sum"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv3d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P91/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 297,
+      "n_unique_kernels": 7,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise",
+        "softmax"
+      ],
+      "l2_labels": [
+        "activation_sigmoid",
+        "conv_convtranspose2d",
+        "elementwise_bias_add",
+        "elementwise_scaling",
+        "softmax_softmax"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_convtranspose2d"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P92/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 561,
+      "n_unique_kernels": 15,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise",
+        "normalization",
+        "softmax"
+      ],
+      "l2_labels": [
+        "activation_tanh",
+        "conv_conv2d_standard",
+        "elementwise_residual_add",
+        "normalization_groupnorm",
+        "softmax_logsumexp"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_conv2d_standard"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P93/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 297,
+      "n_unique_kernels": 8,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "conv",
+        "elementwise",
+        "reduction"
+      ],
+      "l2_labels": [
+        "activation_gelu",
+        "conv_convtranspose2d",
+        "elementwise_add",
+        "elementwise_mul",
+        "reduction_min"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_convtranspose2d"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P94/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 198,
+      "n_unique_kernels": 6,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "elementwise",
+        "matmul",
+        "normalization"
+      ],
+      "l2_labels": [
+        "activation_hardtanh",
+        "activation_mish",
+        "elementwise_bias_add",
+        "matmul_gemm",
+        "normalization_groupnorm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P95/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 231,
+      "n_unique_kernels": 7,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "elementwise",
+        "matmul"
+      ],
+      "l2_labels": [
+        "activation_swish",
+        "elementwise_add",
+        "matmul_gemm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P96/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 297,
+      "n_unique_kernels": 9,
+      "T": 512,
+      "l1_labels": [
+        "conv",
+        "elementwise",
+        "pooling",
+        "reduction"
+      ],
+      "l2_labels": [
+        "conv_convtranspose3d",
+        "elementwise_mul",
+        "pooling_global_avg_pool",
+        "reduction_max"
+      ],
+      "dominant_l1": "conv",
+      "dominant_l2": "conv_convtranspose3d"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P97/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 231,
+      "n_unique_kernels": 7,
+      "T": 512,
+      "l1_labels": [
+        "elementwise",
+        "matmul",
+        "normalization"
+      ],
+      "l2_labels": [
+        "elementwise_bias_add",
+        "elementwise_div",
+        "matmul_gemm",
+        "normalization_batchnorm"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P98/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 165,
+      "n_unique_kernels": 5,
+      "T": 512,
+      "l1_labels": [
+        "matmul",
+        "pooling",
+        "reduction"
+      ],
+      "l2_labels": [
+        "matmul_gemm",
+        "pooling_avg_pool",
+        "reduction_max"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    },
+    {
+      "path": "kernels/kernelbench/_out/L2_P99/input/tensor_input.npz",
+      "motif": "kernelbench",
+      "n_kernels": 99,
+      "n_unique_kernels": 3,
+      "T": 512,
+      "l1_labels": [
+        "activation",
+        "matmul",
+        "softmax"
+      ],
+      "l2_labels": [
+        "activation_gelu",
+        "matmul_gemm",
+        "softmax_softmax"
+      ],
+      "dominant_l1": "matmul",
+      "dominant_l2": "matmul_gemm"
+    }
+  ],
+  "notes": "Traces whose `kernel_names` contains > 1 distinct mangled name (e.g. KernelBench problems with mixed kernels)."
+}
\ No newline at end of file