scikit-learn_bench/configs/spmd/large_scale/large_scale.json at af48e968488fbfa2c4b664e7fd0ec973ce90bd4e · IntelPython/scikit-learn_bench · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
{
    "PARAMETERS_SETS": {
        "large scale default parameters": {
            "data": {
                "dtype": "float64",
		        "distributed_split": "None"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale strong parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "rank_based"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale 2k parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "None"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12,24,48,96,192,384,768,1536,3072,6144,12288,24576], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale 2k parameters sample shift": {
            "data": {
                "dtype": "float64",
                "distributed_split": "sample_shift"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale 32 parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "None"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12,24,48,96,192,384], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale <=64 parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "None"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12,24,48,96,192,384,768], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale strong 2k parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "rank_based"
            },
            "bench": {
                "mpi_params": {"n": [1,2,6,12,24,48,96,192,384,768,1536,3072,6144,12288,24576], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale strong <=64 parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "rank_based"
            },
            "bench": {
               "mpi_params": {"n": [1,2,6,12,24,48,96,192,384,768], "ppn": 12, "-hostfile": "", "-cpu-bind=list:0-7,104-111:8-15,112-119:16-23,120-127:24-31,128-135:32-39,136-143:40-47,144-151:52-59,156-163:60-67,164-171:68-75,172-179:76-83,180-187:84-91,188-195:92-99,196-203": "--envall gpu_tile_compact.sh" }
            }
        },
        "large scale impi parameters": {
            "data": {
                "dtype": "float64",
                "distributed_split": "no"
            },
            "bench": {
                "mpi_params": {"n": [1,2,4,6,9,12], "ppn": 12}
            }
        }
    }
}