diff --git a/javascript/nvml.js b/javascript/nvml.js
new file mode 100644
index 000000000..6f4dd2d56
--- /dev/null
+++ b/javascript/nvml.js
@@ -0,0 +1,65 @@
+let nvmlInterval = true; // eslint-disable-line prefer-const
+let nvmlEl = null;
+let nvmlTable = null;
+
+async function updateNVML() {
+  try {
+    const res = await fetch('/sdapi/v1/nvml');
+    console.log('HERE1', res);
+    if (!res.ok) {
+      clearInterval(nvmlInterval);
+      nvmlEl.style.display = 'none';
+      return;
+    }
+    const data = await res.json();
+    console.log('HERE2', data);
+    if (!data) {
+      clearInterval(nvmlInterval);
+      nvmlEl.style.display = 'none';
+      return;
+    }
+    const nvmlTbody = nvmlTable.querySelector('tbody');
+    for (const gpu of data) {
+      const rows = `
+        <tr><td>GPU</td><td>${gpu.name}</td></tr>
+        <tr><td>Driver</td><td>${gpu.version.driver}</td></tr>
+        <tr><td>VBIOS</td><td>${gpu.version.vbios}</td></tr>
+        <tr><td>ROM</td><td>${gpu.version.rom}</td></tr>
+        <tr><td>Driver</td><td>${gpu.version.driver}</td></tr>
+        <tr><td>PCI</td><td>Gen.${gpu.pci.link} x${gpu.pci.width}</td></tr>
+        <tr><td>Memory</td><td>${gpu.memory.used}Mb / ${gpu.memory.total}Mb</td></tr>
+        <tr><td>Clock</td><td>${gpu.clock.gpu[0]}Mhz / ${gpu.clock.gpu[1]}Mhz</td></tr>
+        <tr><td>Power</td><td>${gpu.power[0]}W / ${gpu.power[1]}W</td></tr>
+        <tr><td>Load GPU</td><td>${gpu.load.gpu}%</td></tr>
+        <tr><td>Load Memory</td><td>${gpu.load.memory}%</td></tr>
+        <tr><td>Temperature</td><td>${gpu.load.temp}°C</td></tr>
+        <tr><td>Fans</td><td>${gpu.load.fan}%</td></tr>
+        <tr><td>State</td><td>${gpu.state}</td></tr>
+      `;
+      nvmlTbody.innerHTML = rows;
+    }
+    nvmlEl.style.display = 'block';
+  } catch (e) {
+    clearInterval(nvmlInterval);
+    nvmlEl.style.display = 'none';
+  }
+}
+
+async function initNVML() {
+  nvmlEl = document.createElement('div');
+  nvmlEl.className = 'nvml';
+  nvmlEl.id = 'nvml';
+  nvmlTable = document.createElement('table');
+  nvmlTable.className = 'nvml-table';
+  nvmlTable.id = 'nvml-table';
+  nvmlTable.innerHTML = `
+    <thead><tr><th></th><th></th></tr></thead>
+    <tbody></tbody>
+  `;
+  nvmlEl.appendChild(nvmlTable);
+  gradioApp().appendChild(nvmlEl);
+  log('initNVML');
+  // nvmlInterval = setInterval(updateNVML, 1000);
+}
+
+onUiLoaded(initNVML);
diff --git a/javascript/style.css b/javascript/style.css
index c79c48f62..7ba4dc7c8 100644
--- a/javascript/style.css
+++ b/javascript/style.css
@@ -326,6 +326,19 @@ div.controlnet_main_options { display: grid; grid-template-columns: 1fr 1fr; gri
 
 /* custom component */
 .folder-selector textarea { height: 2em !important; padding: 6px !important; }
+.nvml {
+  position: fixed;
+  top: 100px;
+  left: 100px;
+  background: var(--background-fill-primary);
+  border: 1px solid var(--button-primary-border-color);
+  padding: 6px;
+  color: var(--button-primary-text-color);
+  font-size: 0.7em;
+  z-index: 50;
+  font-family: monospace;
+  display: none;
+}
 
 /* Workaround for Gradio dropdowns capturing clicks during and after fadeout */
 .gradio-dropdown > label > div > div:first-child:not(.showOptions) ~ ul.options { pointer-events: none; }
diff --git a/modules/api/nvml.py b/modules/api/nvml.py
index e2150de6c..b7bb3ddd5 100644
--- a/modules/api/nvml.py
+++ b/modules/api/nvml.py
@@ -76,8 +76,8 @@ def get_nvml():
                     'memory': [nv.nvmlDeviceGetClockInfo(dev, 2), nv.nvmlDeviceGetMaxClockInfo(dev, 2)],
                 },
                 'load': {
-                    'gpu': nv.nvmlDeviceGetUtilizationRates(dev).gpu,
-                    'memory': nv.nvmlDeviceGetUtilizationRates(dev).memory,
+                    'gpu': round(nv.nvmlDeviceGetUtilizationRates(dev).gpu),
+                    'memory': round(nv.nvmlDeviceGetUtilizationRates(dev).memory),
                     'temp': nv.nvmlDeviceGetTemperature(dev, 0),
                     'fan': nv.nvmlDeviceGetFanSpeed(dev),
                 },