Handle performance reports

[vmilosevic]

Transform tt-forge-fe performance reports into the format for upload to SFTP
Input performance JSON

{
    "model": "MNIST Linear",
    "config": "",
    "date": "24-12-03",
    "hash": "c47f41a",
    "machine_name": "8cb186cee6d2",
    "samples_per_sec": 0.23979727678872859,
    "total_samples": 1,
    "total_time": 4.170189142227173,
    "training": false,
    "batch_size": 1,
    "output": "forge-benchmark-e2e-mnist_33854708624.json",
    "arch": "",
    "chips": "",
    "device": "",
    "galaxy": "",
    "perf_analysis": "",
    "load_tti": "",
    "save_tti": "",
    "task": "",
    "evaluation_score": ""
}

Output

{
    "run_start_ts": "2024-12-03T14:30:15",
    "run_end_ts": "2024-12-03T14:30:20Z",
    "run_type": "",
    "git_repo_name": null,
    "git_commit_hash": "470c66d36e9392947e0e336923e67de5c8ce5b83",
    "git_commit_ts": null,
    "git_branch_name": "vmilosevic/upload_perf_report",
    "github_pipeline_id": 12141788622,
    "github_pipeline_link": "https://github.com/tenstorrent/tt-forge-fe/actions/runs/12141788622",
    "github_job_id": 33854708624,
    "user_name": "Vladimir Milosevic",
    "docker_image": null,
    "device_hostname": "f10cs11-n150",
    "device_ip": null,
    "device_info": null,
    "ml_model_name": "MNIST Linear",
    "ml_model_type": null,
    "num_layers": null,
    "batch_size": 1,
    "config_params": {},
    "precision": null,
    "dataset_name": null,
    "profiler_name": null,
    "input_sequence_length": null,
    "output_sequence_length": null,
    "image_dimension": null,
    "perf_analysis": null,
    "training": false,
    "measurements": [
        {
            "step_start_ts": "2024-12-03T14:30:15.466000",
            "step_end_ts": "2024-12-03T14:39:31Z",
            "iteration": 0,
            "step_name": "",
            "step_warm_up_num_iterations": null,
            "name": "samples_per_sec",
            "value": 0.23979727678872859,
            "target": null,
            "device_power": null,
            "device_temperature": null
        },
        {
            "step_start_ts": "2024-12-03T14:30:15.466000",
            "step_end_ts": "2024-12-03T14:39:31Z",
            "iteration": 0,
            "step_name": "",
            "step_warm_up_num_iterations": null,
            "name": "total_time",
            "value": 4.170189142227173,
            "target": null,
            "device_power": null,
            "device_temperature": null
        }
    ]
}

[github-actions]

Coverage Report

File	Stmts	Miss	Cover	Missing
src
benchmark.py	40	3	92%	48–50
cicd.py	64	3	95%	85–87
generate_data.py	32	7	78%	48–66
pydantic_models.py	97	0	100%
test_parser.py	16	2	88%	33–34
utils.py	94	3	97%	97, 150–153
src/parsers
junit_xml_utils.py	47	6	87%	85–89, 93–97
parser.py	10	2	80%	23, 33
python_pytest_parser.py	68	6	91%	18, 51, 54, 80, 130–131
python_unittest_parser.py	61	0	100%
TOTAL	529	32	94%

Tests	Skipped	Failures	Errors	Time
5	0 💤	0 ❌	0 🔥	0.669s ⏱️

[vcanicTT]

I think all fields are there.
https://docs.google.com/spreadsheets/d/1IIH563HYQm8uq5aRv21fYaW6f-6MllyXDftqW6ygIQs/edit?pli=1&gid=0#gid=0