Session metrics

{% if not monitoring_enabled %}

Session metrics collection is disabled for this deployment. Set monitoring.enabled: true in lablink.yaml to enable.

{% else %}

Total VMs

{{ summary.total_vms }}

% reached training

{{ "%.1f"|format(summary.pct_reached_training) }}%

Median time in {{ subject_software_label or "subject" }}

{{ summary.median_seconds_in_subject_software | default("—") }}

Median time-to-first-train

{{ summary.median_seconds_to_first_train | default("—") }}

Funnel

{% set total = summary.total_vms if summary.total_vms > 0 else 1 %} {% for stage, count in [("Started", summary.funnel.started), ("Labeled", summary.funnel.labeled), ("Trained", summary.funnel.trained), ("Tracked", summary.funnel.tracked)] %} {% set pct = (count / total * 100) | round(0, "common") | int %}

{{ stage }}

 

{{ count }} / {{ summary.total_vms }} ({{ pct }}%)

{% endfor %}

{% for vm in vms %} {% endfor %}

Host	User	Status	Session start	Sealed	Time in {{ subject_software_label or "subject" }} (s)	GPU-active (s)	t→ label	t→ train	t→ track	Frames	Epochs	Final loss
{{ vm.hostname }}	{{ vm.useremail or "" }}	{{ vm.status or "" }}	{{ vm.sessionmetricsstartedat or "—" }}	{{ vm.sessionmetricssealedat or "in-progress" }}	{{ vm.secondsinsubjectsoftware if vm.secondsinsubjectsoftware is not none else "—" }}	{{ vm.gpuactiveseconds if vm.gpuactiveseconds is not none else "—" }}	{{ vm.secondstofirstsleaplabel if vm.secondstofirstsleaplabel is not none else "—" }}	{{ vm.secondstofirstsleaptrain if vm.secondstofirstsleaptrain is not none else "—" }}	{{ vm.secondstofirstsleaptrack if vm.secondstofirstsleaptrack is not none else "—" }}	{{ vm.maxlabeledframes if vm.maxlabeledframes is not none else "—" }}	{{ vm.trainingepochscompleted if vm.trainingepochscompleted is not none else "—" }}	{{ vm.trainingfinalloss if vm.trainingfinalloss is not none else "—" }}

{% endif %}