Download training/vram_autotune.json from Angshul/SpliNet-Embedder: direct link, hf CLI and curl.
- Browser
- Download file 2.7 kB
-
https://huggingface.co/Angshul/SpliNet-Embedder/resolve/main/training/vram_autotune.json
- Command line
-
hf download hf://Angshul/SpliNet-Embedder/training/vram_autotune.json
-
curl -L -o vram_autotune.json https://huggingface.co/Angshul/SpliNet-Embedder/resolve/main/training/vram_autotune.json
2.7 kB
| { | |
| "gpu": "Tesla T4", | |
| "total_vram_gb": 14.56317138671875, | |
| "safety_fraction": 0.92, | |
| "safe_vram_ceiling_gb": 13.39811767578125, | |
| "sequence_length": 512, | |
| "precision": "fp16", | |
| "optimizer": "AdamW", | |
| "full_encoder_finetuning": true, | |
| "temperature": 0.05, | |
| "optimal_micro_batch_pairs": 15, | |
| "sentences_per_micro_batch": 30, | |
| "measurements": [ | |
| { | |
| "pair_batch_size": 1, | |
| "sentence_batch_size": 2, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 0.0, | |
| "peak_allocated_gb": 1.8602900505065918, | |
| "peak_reserved_gb": 2.072265625, | |
| "vram_fraction": 0.14229494180710217 | |
| }, | |
| { | |
| "pair_batch_size": 2, | |
| "sentence_batch_size": 4, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 0.342132568359375, | |
| "peak_allocated_gb": 2.849968910217285, | |
| "peak_reserved_gb": 3.099609375, | |
| "vram_fraction": 0.21283889976236678 | |
| }, | |
| { | |
| "pair_batch_size": 4, | |
| "sentence_batch_size": 8, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 0.7950439453125, | |
| "peak_allocated_gb": 4.306286811828613, | |
| "peak_reserved_gb": 4.677734375, | |
| "vram_fraction": 0.32120300247691774 | |
| }, | |
| { | |
| "pair_batch_size": 8, | |
| "sentence_batch_size": 16, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 1.4732666015625, | |
| "peak_allocated_gb": 7.2357072830200195, | |
| "peak_reserved_gb": 7.658203125, | |
| "vram_fraction": 0.5258609489402899 | |
| }, | |
| { | |
| "pair_batch_size": 12, | |
| "sentence_batch_size": 24, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 1.0550334453582764, | |
| "peak_allocated_gb": 10.169827461242676, | |
| "peak_reserved_gb": 10.623046875, | |
| "vram_fraction": 0.7294459834955973 | |
| }, | |
| { | |
| "pair_batch_size": 14, | |
| "sentence_batch_size": 28, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 0.9702497720718384, | |
| "peak_allocated_gb": 11.684922218322754, | |
| "peak_reserved_gb": 12.13671875, | |
| "vram_fraction": 0.8333843245893807 | |
| }, | |
| { | |
| "pair_batch_size": 15, | |
| "sentence_batch_size": 30, | |
| "success": true, | |
| "within_safety_margin": true, | |
| "loss": 0.7030029296875, | |
| "peak_allocated_gb": 12.402628898620605, | |
| "peak_reserved_gb": 12.9140625, | |
| "vram_fraction": 0.8867616920156075 | |
| }, | |
| { | |
| "pair_batch_size": 16, | |
| "sentence_batch_size": 32, | |
| "success": true, | |
| "within_safety_margin": false, | |
| "loss": 1.680816650390625, | |
| "peak_allocated_gb": 13.109440803527832, | |
| "peak_reserved_gb": 13.408203125, | |
| "vram_fraction": 0.9206925311081587 | |
| } | |
| ] | |
| } |