| { |
| "op": "com.microsoft.GemmFastGelu", |
| "cases": [ |
| { |
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| "bench": { "metrics": [{ "type": "gflops", "value": "2 * 3072 * 768 * 3072" }] } |
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| { |
| "name": "gemmfastgelu-bert-large-b4-s512-h1024-i4096", |
| "preset": "model", |
| "vars": { "dtype": "float32" }, |
| "inputs": { |
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| "W": { "shape": [1024, 4096], "dtype": "float32", "dist": "normal", "seed": 5221, "scale": 1 }, |
| "bias": { "shape": [4096], "dtype": "float32", "dist": "normal", "seed": 5222, "scale": 1 } |
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| "bench": { "metrics": [{ "type": "gflops", "value": "2 * 2048 * 1024 * 4096" }] } |
| }, |
| { |
| "name": "gemmfastgelu-nobias-b8-s384-h768-i3072", |
| "preset": "model", |
| "vars": { "dtype": "float32" }, |
| "inputs": { |
| "X": { "shape": [8, 384, 768], "dtype": "float32", "dist": "normal", "seed": 5230, "scale": 1 }, |
| "W": { "shape": [768, 3072], "dtype": "float32", "dist": "normal", "seed": 5231, "scale": 1 } |
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| "outputs": { "Y": { "shape": [8, 384, 3072], "dtype": "float32" } }, |
| "bench": { "metrics": [{ "type": "gflops", "value": "2 * 3072 * 768 * 3072" }] } |
| } |
| ] |
| } |
|
|
