Xenova's picture
Xenova HF Staff
sync 91d990483a17
8e0c6a5 verified
Raw
History Blame
22 kB
{
"cases": [
{
"name": "simplifiedln-f32-4096x4096",
"preset": "smoke",
"vars": { "dtype": "float32", "rows": 4096, "dim": 4096 },
"attrs": { "epsilon": 0.00001, "axis": -1 },
"inputs": {
"x": { "shape": [4096, 4096], "dtype": "float32", "dist": "normal", "seed": 720, "scale": 0.5 },
"scale": { "shape": [4096], "dtype": "float32", "dist": "uniform", "seed": 721, "scale": 0.25, "offset": 1 }
},
"outputs": { "y": { "shape": [4096, 4096], "dtype": "float32" } },
"bench": {
"primary": true,
"metrics": [{ "type": "bandwidth", "value": "(args.rows * args.dim * 2 + args.dim) * dtypeBytes(args.dtype)" }]
}
},
{
"name": "simplifiedln-f32-4096x4096-stats",
"preset": "smoke",
"vars": { "dtype": "float32", "rows": 4096, "dim": 4096 },
"attrs": { "epsilon": 0.00001, "axis": -1 },
"inputs": {
"x": { "shape": [4096, 4096], "dtype": "float32", "dist": "normal", "seed": 722, "scale": 0.5 },
"scale": { "shape": [4096], "dtype": "float32", "dist": "uniform", "seed": 723, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [4096, 4096], "dtype": "float32" },
"invStdVar": { "shape": [4096, 1], "dtype": "float32" }
},
"bench": {
"primary": true,
"metrics": [
{
"type": "bandwidth",
"value": "(args.rows * args.dim * 2 + args.dim) * dtypeBytes(args.dtype) + args.rows * 4"
}
]
}
},
{
"name": "simplifiedln-f16-8192x3072-stats",
"preset": "smoke",
"vars": { "dtype": "float16", "rows": 8192, "dim": 3072 },
"attrs": { "epsilon": 0.00001, "axis": -1 },
"inputs": {
"x": { "shape": [8192, 3072], "dtype": "float16", "dist": "normal", "seed": 724, "scale": 0.5 },
"scale": { "shape": [3072], "dtype": "float16", "dist": "uniform", "seed": 725, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [8192, 3072], "dtype": "float16" },
"invStdVar": { "shape": [8192, 1], "dtype": "float32" }
},
"bench": {
"primary": true,
"metrics": [
{
"type": "bandwidth",
"value": "(args.rows * args.dim * 2 + args.dim) * dtypeBytes(args.dtype) + args.rows * 4"
}
]
}
},
{
"name": "split_f32-1x16384",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 16384], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 16384], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 131080 }] }
},
{
"name": "split_f32-1x16385",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 16385], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 16385], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 131088 }] }
},
{
"name": "split_f32-1x32769",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 32769], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 32769], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 262160 }] }
},
{
"name": "split_f32-1x65536",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 65536], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 65536], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 524296 }] }
},
{
"name": "split_f32-1x131072",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 131072], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 131072], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 1048584 }] }
},
{
"name": "split_f32-1x262144",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 262144], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 262144], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 2097160 }] }
},
{
"name": "split_f32-1x524288",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 524288], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 524288], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 4194312 }] }
},
{
"name": "split_f32-1x1048576",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 1048576], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 1048576], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 8388616 }] }
},
{
"name": "split_f32-1x2097152",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 2097152], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 2097152], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 16777224 }] }
},
{
"name": "split_f32-2x131073",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [2, 131073], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [2, 131073], "dtype": "float32" },
"invStdVar": { "shape": [2, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 2097180 }] }
},
{
"name": "split_f32-3x524289",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [3, 524289], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [3, 524289], "dtype": "float32" },
"invStdVar": { "shape": [3, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 12582952 }] }
},
{
"name": "split_f32-4x1048576",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [4, 1048576], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [4, 1048576], "dtype": "float32" },
"invStdVar": { "shape": [4, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 33554452 }] }
},
{
"name": "split_f32-8x16384",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [8, 16384], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [8, 16384], "dtype": "float32" },
"invStdVar": { "shape": [8, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 1048612 }] }
},
{
"name": "split_f32-16x65536",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [16, 65536], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [16, 65536], "dtype": "float32" },
"invStdVar": { "shape": [16, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 8388676 }] }
},
{
"name": "split_f32-32x32769",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [32, 32769], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [32, 32769], "dtype": "float32" },
"invStdVar": { "shape": [32, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 8388996 }] }
},
{
"name": "split_f32-128x16384",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [128, 16384], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [128, 16384], "dtype": "float32" },
"invStdVar": { "shape": [128, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 16777732 }] }
},
{
"name": "split_f16-1x16385",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 16385], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 16385], "dtype": "float16" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 65546 }] }
},
{
"name": "split_f16-1x131072",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 131072], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 131072], "dtype": "float16" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 524294 }] }
},
{
"name": "split_f16-1x524288",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 524288], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 524288], "dtype": "float16" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 2097158 }] }
},
{
"name": "split_f16-1x2097152",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 2097152], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 2097152], "dtype": "float16" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 8388614 }] }
},
{
"name": "split_f16-3x524289",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [3, 524289], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [3, 524289], "dtype": "float16" },
"invStdVar": { "shape": [3, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 6291482 }] }
},
{
"name": "split_f16-16x65536",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [16, 65536], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [16, 65536], "dtype": "float16" },
"invStdVar": { "shape": [16, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 4194370 }] }
},
{
"name": "split_f32-f16-2x32769",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [2, 32769], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [2, 32769], "dtype": "float16" },
"invStdVar": { "shape": [2, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 393238 }] }
},
{
"name": "split_f16-f32-2x32769",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [2, 32769], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [2, 32769], "dtype": "float32" },
"invStdVar": { "shape": [2, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 393240 }] }
},
{
"name": "split_f32-1x16384-split1",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": { "MAX_SPLITS": 1 },
"inputs": {
"x": { "shape": [1, 16384], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 16384], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 131080 }] }
},
{
"name": "split_f32-1x16385-split3",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": { "MAX_SPLITS": 3 },
"inputs": {
"x": { "shape": [1, 16385], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [1, 16385], "dtype": "float32" },
"invStdVar": { "shape": [1, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 131088 }] }
},
{
"name": "split_f32-2x262145-wg64",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": { "WORKGROUP_SIZE": 64 },
"inputs": {
"x": { "shape": [2, 262145], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [2, 262145], "dtype": "float32" },
"invStdVar": { "shape": [2, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 4194332 }] }
},
{
"name": "split_f32-2x262145-wg128",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": { "WORKGROUP_SIZE": 128 },
"inputs": {
"x": { "shape": [2, 262145], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": {
"y": { "shape": [2, 262145], "dtype": "float32" },
"invStdVar": { "shape": [2, 1], "dtype": "float32" }
},
"bench": { "metrics": [{ "type": "bandwidth", "value": 4194332 }] }
},
{
"name": "split_f32-1x524288-no-stats",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 524288], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": { "y": { "shape": [1, 524288], "dtype": "float32" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": 4194308 }] }
},
{
"name": "split_f32-1x2097152-no-stats",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 2097152], "dtype": "float32", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float32", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": { "y": { "shape": [1, 2097152], "dtype": "float32" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": 16777220 }] }
},
{
"name": "split_f16-1x524288-no-stats",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 524288], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": { "y": { "shape": [1, 524288], "dtype": "float16" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": 2097154 }] }
},
{
"name": "split_f16-1x2097152-no-stats",
"preset": "stress",
"attrs": { "axis": -1, "epsilon": 0.000001 },
"tunables": {},
"inputs": {
"x": { "shape": [1, 2097152], "dtype": "float16", "dist": "normal", "seed": 8123, "scale": 0.5 },
"scale": { "shape": [], "dtype": "float16", "dist": "uniform", "seed": 8124, "scale": 0.25, "offset": 1 }
},
"outputs": { "y": { "shape": [1, 2097152], "dtype": "float16" } },
"bench": { "metrics": [{ "type": "bandwidth", "value": 8388610 }] }
}
]
}