File size: 3,486 Bytes
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"task": {
"id": "case_130",
"name": "clip",
"summary": "Clips each element to be within a range (make the default range [2, 7]).",
"examples": [
{
"input": [
"BOS",
-9,
4,
13,
-1,
-5,
-8,
13,
5,
-9
],
"output": [
"BOS",
2,
4,
7,
2,
2,
2,
7,
5,
2
]
},
{
"input": [
"BOS",
10,
3,
7,
-5,
-5,
8,
5,
-12,
-8
],
"output": [
"BOS",
7,
3,
7,
2,
2,
7,
5,
2,
2
]
},
{
"input": [
"BOS",
9,
1,
11,
11,
-6,
12,
12,
0,
-1
],
"output": [
"BOS",
7,
2,
7,
7,
2,
7,
7,
2,
2
]
},
{
"input": [
"BOS",
-14,
12,
5,
-15,
-4,
10,
6,
13,
-4
],
"output": [
"BOS",
2,
7,
5,
2,
2,
7,
6,
7,
2
]
},
{
"input": [
"BOS",
8,
-13,
6,
5,
-14,
8,
-4,
14,
-10
],
"output": [
"BOS",
7,
2,
6,
5,
2,
7,
2,
7,
2
]
}
],
"is_categorical": true
},
"program": "all_min_val = rasp.Map(lambda x: 2, rasp.tokens)\nall_max_val = rasp.Map(lambda x: 7, rasp.tokens)\nless_than_min = rasp.Map(lambda x: x < 2, rasp.tokens)\ngreater_than_max = rasp.Map(lambda x: x > 7, rasp.tokens)\nclip_min = rasp.SequenceMap(lambda orig, clip: clip if orig < 2 else orig, rasp.tokens, all_min_val)\nclip_max = rasp.SequenceMap(lambda clipped_min, clip: clip if clipped_min > 7 else clipped_min, clip_min, all_max_val)\nreturn clip_max",
"components": [
{
"id": "L0_MLP",
"hook": "blocks.0.mlp.hook_post",
"role": {
"tag": "MAPPER",
"note": "Creates constant per-position helper values used as the lower and upper clipping bounds."
},
"rasp_vars": [
"all_min_val",
"all_max_val"
],
"labels": [
"map_3",
"map_4"
]
},
{
"id": "L1_MLP",
"hook": "blocks.1.mlp.hook_post",
"role": {
"tag": "COMBINER",
"note": "Applies the lower-bound clipping step, replacing values below the minimum with the minimum."
},
"rasp_vars": [
"clip_min"
],
"labels": [
"sequence_map_2"
]
},
{
"id": "L2_MLP",
"hook": "blocks.2.mlp.hook_post",
"role": {
"tag": "COMBINER",
"note": "Applies the upper-bound clipping step, replacing values above the maximum with the maximum."
},
"rasp_vars": [
"clip_max"
],
"labels": [
"sequence_map_1"
]
}
]
}
|