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{
  "op": "com.microsoft.GemmaRotaryEmbedding",
  "tunableSpace": { "workgroupSize": [64, 128, 256] },
  "cases": [
    {
      "name": "gemma-rotary-f16-b1-h16-s2048-d256",
      "preset": "smoke",
      "vars": { "dtype": "float16" },
      "inputs": {
        "embT": { "shape": [1, 2048, 256], "dtype": "float32", "dist": "normal", "seed": 8100, "scale": 2 },
        "qT": { "shape": [1, 16, 2048, 256], "dtype": "float16", "dist": "normal", "seed": 8101, "scale": 1 },
        "qRotT": { "shape": [1, 16, 2048, 256], "dtype": "float16", "dist": "normal", "seed": 8102, "scale": 1 },
        "kT": { "shape": [1, 16, 2048, 256], "dtype": "float16", "dist": "normal", "seed": 8103, "scale": 1 },
        "kRotT": { "shape": [1, 16, 2048, 256], "dtype": "float16", "dist": "normal", "seed": 8104, "scale": 1 }
      },
      "outputs": {
        "output1T": { "shape": [1, 16, 2048, 256], "dtype": "float16" },
        "output2T": { "shape": [1, 16, 2048, 256], "dtype": "float16" }
      },
      "bench": { "metrics": [{ "type": "bandwidth", "value": "6 * 8388608 * dtypeBytes(args.dtype) + 524288 * 4" }] }
    },
    {
      "name": "gemma-rotary-f16-b1-h16-s1-d256",
      "preset": "smoke",
      "vars": { "dtype": "float16" },
      "inputs": {
        "embT": { "shape": [1, 1, 256], "dtype": "float32", "dist": "normal", "seed": 8110, "scale": 2 },
        "qT": { "shape": [1, 16, 1, 256], "dtype": "float16", "dist": "normal", "seed": 8111, "scale": 1 },
        "qRotT": { "shape": [1, 16, 1, 256], "dtype": "float16", "dist": "normal", "seed": 8112, "scale": 1 },
        "kT": { "shape": [1, 16, 1, 256], "dtype": "float16", "dist": "normal", "seed": 8113, "scale": 1 },
        "kRotT": { "shape": [1, 16, 1, 256], "dtype": "float16", "dist": "normal", "seed": 8114, "scale": 1 }
      },
      "outputs": {
        "output1T": { "shape": [1, 16, 1, 256], "dtype": "float16" },
        "output2T": { "shape": [1, 16, 1, 256], "dtype": "float16" }
      },
      "bench": { "metrics": [{ "type": "bandwidth", "value": "6 * 4096 * dtypeBytes(args.dtype) + 256 * 4" }] }
    },
    {
      "name": "gemma-rotary-f16-b4-h8-s512-d256",
      "preset": "model",
      "vars": { "dtype": "float16" },
      "inputs": {
        "embT": { "shape": [4, 512, 256], "dtype": "float32", "dist": "normal", "seed": 8130, "scale": 2 },
        "qT": { "shape": [4, 8, 512, 256], "dtype": "float16", "dist": "normal", "seed": 8131, "scale": 1 },
        "qRotT": { "shape": [4, 8, 512, 256], "dtype": "float16", "dist": "normal", "seed": 8132, "scale": 1 },
        "kT": { "shape": [4, 8, 512, 256], "dtype": "float16", "dist": "normal", "seed": 8133, "scale": 1 },
        "kRotT": { "shape": [4, 8, 512, 256], "dtype": "float16", "dist": "normal", "seed": 8134, "scale": 1 }
      },
      "outputs": {
        "output1T": { "shape": [4, 8, 512, 256], "dtype": "float16" },
        "output2T": { "shape": [4, 8, 512, 256], "dtype": "float16" }
      },
      "bench": { "metrics": [{ "type": "bandwidth", "value": "6 * 4194304 * dtypeBytes(args.dtype) + 524288 * 4" }] }
    },
    {
      "name": "gemma-rotary-f16-b2-h16-s512-d250-scalar",
      "preset": "model",
      "vars": { "dtype": "float16" },
      "inputs": {
        "embT": { "shape": [2, 512, 250], "dtype": "float32", "dist": "normal", "seed": 8140, "scale": 2 },
        "qT": { "shape": [2, 16, 512, 250], "dtype": "float16", "dist": "normal", "seed": 8141, "scale": 1 },
        "qRotT": { "shape": [2, 16, 512, 250], "dtype": "float16", "dist": "normal", "seed": 8142, "scale": 1 },
        "kT": { "shape": [2, 16, 512, 250], "dtype": "float16", "dist": "normal", "seed": 8143, "scale": 1 },
        "kRotT": { "shape": [2, 16, 512, 250], "dtype": "float16", "dist": "normal", "seed": 8144, "scale": 1 }
      },
      "outputs": {
        "output1T": { "shape": [2, 16, 512, 250], "dtype": "float16" },
        "output2T": { "shape": [2, 16, 512, 250], "dtype": "float16" }
      },
      "bench": { "metrics": [{ "type": "bandwidth", "value": "6 * 4096000 * dtypeBytes(args.dtype) + 256000 * 4" }] }
    }
  ]
}