List Experiments

GET

https://host.com/apis/intake/v2/workspaces/:workspace/experiments

GET

/apis/intake/v2/workspaces/:workspace/experiments

$ curl https://host.com/apis/intake/v2/workspaces/workspace/experiments \
>      -H "Content-Type: application/json"

1 {
2   "data": [
3     {
4       "id": "exp_9f8b7c6d5e4a3b2c1d0e",
5       "name": "Image Classification Experiment",
6       "workspace": "vision_team",
7       "agent_name": "NemoAgent",
8       "agent_version": "v2.4.1",
9       "dataset_name": "ImageNet-2023",
10       "experiment_group_id": "grp_123abc456def",
11       "dataset_version": "2023.04",
12       "source_link": "https://github.com/nemo/experiments/image-classification",
13       "metadata": {
14         "framework": "PyTorch",
15         "hardware": "NVIDIA A100",
16         "notes": "Baseline run with ResNet50"
17       },
18       "description": "Experiment to evaluate ResNet50 on ImageNet dataset.",
19       "summary": "Achieved 76.3% top-1 accuracy with standard augmentation.",
20       "created_at": "2024-01-15T09:30:00Z",
21       "updated_at": "2024-01-20T15:45:00Z",
22       "evaluator_names": [
23         "accuracy",
24         "f1_score"
25       ],
26       "model_names": [
27         "ResNet50"
28       ],
29       "aggregate_scores": {
30         "accuracy": {
31           "sum": 7630,
32           "mean": 0.763,
33           "median": 0.765,
34           "p90": 0.78,
35           "p95": 0.79,
36           "p99": 0.8,
37           "count": 10000
38         },
39         "f1_score": {
40           "sum": 7200,
41           "mean": 0.72,
42           "median": 0.73,
43           "p90": 0.75,
44           "p95": 0.76,
45           "p99": 0.77,
46           "count": 10000
47         }
48       },
49       "run_count": 15,
50       "cost_usd": {
51         "sum": 150.75,
52         "mean": 10.05,
53         "median": 9.8,
54         "p90": 12,
55         "p95": 13.5,
56         "p99": 15,
57         "count": 15
58       },
59       "latency_ms": {
60         "sum": 450000,
61         "mean": 30000,
62         "median": 29500,
63         "p90": 35000,
64         "p95": 36000,
65         "p99": 40000,
66         "count": 15
67       }
68     }
69   ],
70   "pagination": {
71     "page": 1,
72     "page_size": 1,
73     "current_page_size": 1,
74     "total_pages": 1,
75     "total_results": 1
76   },
77   "sort": "-created_at",
78   "filter": {}
79 }

Path parameters

workspacestringRequired

Query parameters

pageintegerOptional>=1Defaults to 1

Page number.

page_sizeintegerOptional1-1000Defaults to 100

Page size.

sortenumOptionalDefaults to -created_at

Sort field; prefix with ’-’ for descending.

filterobjectOptional

Filter experiments by name, experiment_group_id, agent_name, agent_version, dataset_name, dataset_version, created_by, created_at, or updated_at.

Response

Successful Response

datalist of objects

paginationobject

Pagination information.

sortstring

The field on which the results are sorted.

filtermap from strings to any

Filtering information.

Errors

422

Unprocessable Entity Error