Add Qwen3.5 Benchmarks
#2
by
JonnaMat - opened
- app.js +10 -2
- config.json +19 -4
- data/Qwen3.5.csv +165 -0
app.js
CHANGED
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@@ -234,7 +234,7 @@ config.filters.forEach(f => {
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});
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// Metric filter (always last)
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-
filtersBar.appendChild(createFilterGroup("
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function createFilterGroup(label, id) {
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const div = document.createElement("div");
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@@ -456,7 +456,15 @@ function buildTables(filtered, chartsShown) {
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const groupFilterCfg = config.filters.find(f => f.column === GROUP_BY);
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const groupVal = filters[GROUP_BY];
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const opts = availableOptions(filters.family);
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-
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// Determine which display columns are visible given current filter state
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const visibleDisplay = (config.display_columns || []).filter(dc => {
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});
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// Metric filter (always last)
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+
filtersBar.appendChild(createFilterGroup("METRIC", "filter-metric"));
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function createFilterGroup(label, id) {
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const div = document.createElement("div");
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const groupFilterCfg = config.filters.find(f => f.column === GROUP_BY);
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const groupVal = filters[GROUP_BY];
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const opts = availableOptions(filters.family);
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+
let groupVals = groupVal === "all" ? (opts[GROUP_BY] || []) : [groupVal];
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+
if (groupVal === "all" && groupFilterCfg?.value_labels) {
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const labelOrder = Object.keys(groupFilterCfg.value_labels);
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groupVals = [...groupVals].sort((a, b) => {
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const ai = labelOrder.indexOf(String(a));
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const bi = labelOrder.indexOf(String(b));
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return (ai === -1 ? Infinity : ai) - (bi === -1 ? Infinity : bi);
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});
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}
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// Determine which display columns are visible given current filter state
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const visibleDisplay = (config.display_columns || []).filter(dc => {
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config.json
CHANGED
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@@ -8,16 +8,16 @@
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"filters": [
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{
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"column": "type",
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-
"label": "
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},
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{
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"column": "batch",
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-
"label": "
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"type": "number"
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},
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{
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"column": "device",
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-
"label": "
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"value_labels": {
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"orin_nano": "Jetson Orin Nano Super",
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"orin_nano_super": "Jetson Orin Nano Super",
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@@ -129,12 +129,27 @@
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"model_families": {
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"Cosmos-Reason2-2B": {
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"data_file": "data/Cosmos-Reason2.csv",
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-
"table_group_by": [
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"experiment_setup": {
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"agx_thor": "Measurement setup: NVIDIA vLLM 26.01, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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"agx_orin": "Measurement setup: NVIDIA AI IoT vLLM 0.14.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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"orin_nano": "Measurement setup: NVIDIA AI IoT vLLM 0.14.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs."
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}
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}
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}
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}
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"filters": [
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{
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"column": "type",
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+
"label": "MODALITY"
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},
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{
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"column": "batch",
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+
"label": "BATCH SIZE",
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"type": "number"
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},
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{
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"column": "device",
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+
"label": "DEVICE",
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"value_labels": {
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"orin_nano": "Jetson Orin Nano Super",
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"orin_nano_super": "Jetson Orin Nano Super",
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"model_families": {
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"Cosmos-Reason2-2B": {
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"data_file": "data/Cosmos-Reason2.csv",
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+
"table_group_by": [
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"res",
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+
"fps"
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+
],
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"experiment_setup": {
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"agx_thor": "Measurement setup: NVIDIA vLLM 26.01, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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"agx_orin": "Measurement setup: NVIDIA AI IoT vLLM 0.14.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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"orin_nano": "Measurement setup: NVIDIA AI IoT vLLM 0.14.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs."
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}
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},
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"Qwen3.5": {
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"data_file": "data/Qwen3.5.csv",
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"table_group_by": [
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"res",
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"fps"
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],
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"experiment_setup": {
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"agx_thor": "Measurement setup: NVIDIA AI IoT vLLM 0.16.0 arm64, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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| 150 |
+
"agx_orin": "Measurement setup: NVIDIA AI IoT vLLM 0.16.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs.",
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| 151 |
+
"orin_nano": "Measurement setup: NVIDIA AI IoT vLLM 0.16.0 tegra, 256 tokens generated, 10 warm-up runs, averaged over 25 runs."
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+
}
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}
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}
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}
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data/Qwen3.5.csv
ADDED
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@@ -0,0 +1,165 @@
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| 1 |
+
model_family,model,type,batch,device,res,fps,frames,e2e,tps,tpot,ttft
|
| 2 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_orin,1280x720,N/A,N/A,3.4767,73.63,10.47,793.82
|
| 3 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_orin,1920x1080,N/A,N/A,3.4601,73.99,10.50,769.59
|
| 4 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_orin,854x480,N/A,N/A,3.4106,75.06,10.46,730.42
|
| 5 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_thor,1280x720,N/A,N/A,2.9966,85.43,9.47,571.74
|
| 6 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_thor,1920x1080,N/A,N/A,3.0482,83.98,9.52,609.01
|
| 7 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,agx_thor,854x480,N/A,N/A,2.9693,86.22,9.53,527.85
|
| 8 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,1,orin_nano_super,1280x720,N/A,N/A,6.0005,42.66,18.24,1327.89
|
| 9 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_orin,1280x720,N/A,N/A,7.6469,267.82,15.99,2367.57
|
| 10 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_orin,1920x1080,N/A,N/A,7.3892,277.16,16.13,2203.89
|
| 11 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_orin,854x480,N/A,N/A,7.1014,288.40,16.26,2035.83
|
| 12 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_thor,1280x720,N/A,N/A,6.2006,330.29,9.36,2363.24
|
| 13 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_thor,1920x1080,N/A,N/A,5.4511,375.70,10.32,1861.66
|
| 14 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,image,8,agx_thor,854x480,N/A,N/A,6.0003,341.32,9.42,2261.71
|
| 15 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,1,agx_orin,N/A,N/A,N/A,2.7044,94.66,10.17,97.49
|
| 16 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,1,agx_thor,N/A,N/A,N/A,2.4818,103.15,9.48,53.33
|
| 17 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,1,orin_nano_super,N/A,N/A,N/A,4.7219,54.21,17.89,140.28
|
| 18 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,8,agx_orin,N/A,N/A,N/A,3.4062,601.25,12.60,168.05
|
| 19 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,8,agx_thor,N/A,N/A,N/A,2.4017,852.74,9.01,88.37
|
| 20 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,text,8,orin_nano_super,N/A,N/A,N/A,20.8941,98.02,19.68,8055.34
|
| 21 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,1280x720,2,6,3.3040,77.48,10.47,622.15
|
| 22 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,1280x720,4,12,3.3010,77.55,10.46,621.82
|
| 23 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,1920x1080,2,6,4.0221,63.65,10.74,1271.07
|
| 24 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,1920x1080,4,12,4.0176,63.72,10.74,1267.31
|
| 25 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,854x480,2,6,2.9961,85.44,10.37,340.53
|
| 26 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_orin,854x480,4,12,2.9951,85.47,10.36,341.15
|
| 27 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,1280x720,2,6,2.8887,88.62,9.52,450.19
|
| 28 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,1280x720,4,12,2.6629,96.13,8.70,435.18
|
| 29 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,1920x1080,2,6,3.3747,75.86,9.72,884.67
|
| 30 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,1920x1080,4,12,3.3594,76.20,9.63,892.37
|
| 31 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,854x480,2,6,2.6786,95.57,9.45,258.06
|
| 32 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,agx_thor,854x480,4,12,2.4043,106.48,8.43,245.77
|
| 33 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,orin_nano_super,1280x720,2,6,5.6980,44.93,18.39,986.43
|
| 34 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,1,orin_nano_super,1280x720,4,12,5.7010,44.90,18.39,989.92
|
| 35 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_orin,1280x720,2,6,6.6254,309.11,16.41,1654.40
|
| 36 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_orin,1280x720,4,12,6.6346,308.68,16.42,1655.22
|
| 37 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_orin,1920x1080,2,6,10.4161,196.62,21.40,3524.47
|
| 38 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_orin,1920x1080,4,12,10.4239,196.47,21.39,3522.93
|
| 39 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_orin,854x480,2,6,4.8609,421.32,14.45,765.52
|
| 40 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,1280x720,2,6,4.7497,431.19,10.90,1235.70
|
| 41 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,1280x720,4,12,4.7227,433.65,10.68,1248.29
|
| 42 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,1920x1080,2,6,7.1575,286.14,12.02,2625.62
|
| 43 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,1920x1080,4,12,7.1444,286.66,11.87,2628.69
|
| 44 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,854x480,2,6,3.3770,606.46,9.37,594.63
|
| 45 |
+
Qwen3.5,Qwen/Qwen3.5-0.8B,video,8,agx_thor,854x480,4,12,3.6522,560.76,10.42,602.73
|
| 46 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_orin,1280x720,N/A,N/A,7.0674,36.22,23.75,983.78
|
| 47 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_orin,1920x1080,N/A,N/A,7.0653,36.23,23.76,980.26
|
| 48 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_orin,854x480,N/A,N/A,6.9196,37.00,23.82,820.85
|
| 49 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_thor,1280x720,N/A,N/A,4.9569,51.65,16.95,617.44
|
| 50 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_thor,1920x1080,N/A,N/A,5.3912,47.48,17.69,861.15
|
| 51 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,1,agx_thor,854x480,N/A,N/A,4.9181,52.05,16.54,683.47
|
| 52 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_orin,1280x720,N/A,N/A,11.5536,177.26,32.50,2388.34
|
| 53 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_orin,1920x1080,N/A,N/A,11.4132,179.44,32.58,2304.88
|
| 54 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_orin,854x480,N/A,N/A,11.3579,180.31,32.44,2347.47
|
| 55 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_thor,1280x720,N/A,N/A,10.4809,195.40,19.87,3211.74
|
| 56 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_thor,1920x1080,N/A,N/A,8.6447,236.91,20.00,2230.21
|
| 57 |
+
Qwen3.5,Qwen/Qwen3.5-2B,image,8,agx_thor,854x480,N/A,N/A,8.7861,233.10,19.94,2283.97
|
| 58 |
+
Qwen3.5,Qwen/Qwen3.5-2B,text,1,agx_orin,N/A,N/A,N/A,6.1086,41.91,23.42,111.25
|
| 59 |
+
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