SpliNet-Embedder / evaluation /inference_vram_autotune.json
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{
"gpu": "Tesla T4",
"total_vram_gb": 14.56317138671875,
"target_vram_gb": 13.5,
"hard_ceiling_fraction": 0.965,
"hard_ceiling_gb": 14.053460388183593,
"selected_inference_batch": 527,
"selected_peak_reserved_gb": 14.041015625,
"selected_peak_allocated_gb": 12.066949844360352,
"measurements": [
{
"batch_size": 64,
"success": true,
"peak_allocated_gb": 2.224550247192383,
"peak_reserved_gb": 2.7890625,
"above_target": false,
"below_ceiling": true
},
{
"batch_size": 128,
"success": true,
"peak_allocated_gb": 3.584657669067383,
"peak_reserved_gb": 4.666015625,
"above_target": false,
"below_ceiling": true
},
{
"batch_size": 256,
"success": true,
"peak_allocated_gb": 6.304872512817383,
"peak_reserved_gb": 8.41796875,
"above_target": false,
"below_ceiling": true
},
{
"batch_size": 512,
"success": true,
"peak_allocated_gb": 11.745302200317383,
"peak_reserved_gb": 13.666015625,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 520,
"success": true,
"peak_allocated_gb": 11.916261672973633,
"peak_reserved_gb": 13.86328125,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 524,
"success": true,
"peak_allocated_gb": 12.001253128051758,
"peak_reserved_gb": 13.962890625,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 526,
"success": true,
"peak_allocated_gb": 12.04667854309082,
"peak_reserved_gb": 14.013671875,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 527,
"success": true,
"peak_allocated_gb": 12.066949844360352,
"peak_reserved_gb": 14.041015625,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 527,
"success": true,
"peak_allocated_gb": 12.066949844360352,
"peak_reserved_gb": 14.041015625,
"above_target": true,
"below_ceiling": true
},
{
"batch_size": 528,
"success": true,
"peak_allocated_gb": 12.086244583129883,
"peak_reserved_gb": 14.0625,
"above_target": true,
"below_ceiling": false
},
{
"batch_size": 544,
"success": false,
"above_target": false,
"below_ceiling": false,
"error": "CUDA OOM"
},
{
"batch_size": 576,
"success": false,
"above_target": false,
"below_ceiling": false,
"error": "CUDA OOM"
},
{
"batch_size": 640,
"success": false,
"above_target": false,
"below_ceiling": false,
"error": "CUDA OOM"
},
{
"batch_size": 768,
"success": false,
"above_target": false,
"below_ceiling": false,
"error": "CUDA OOM"
},
{
"batch_size": 1024,
"success": false,
"above_target": false,
"below_ceiling": false,
"error": "CUDA OOM"
}
]
}