Raw compute of NVIDIA Tesla V100 versus its generation peers
Jawapan
Peak performance on NVIDIA Tesla V100: 125 FP16 TFLOPS, 15.7 FP32 TFLOPS, 900 GB/s memory bandwidth. Those figures cap theoretical throughput, but real-world performance varies based on kernel efficiency, batch size, and model shape.
For pre-training, expect near-peak utilisation on well-optimised frameworks (PyTorch with Flash Attention, DeepSpeed, Megatron-style tensor parallelism). For serving, KV-cache bandwidth is usually the bottleneck — which is why the 900 GB/s figure often predicts latency better than FP16 TFLOPS.
On ML benchmarks NVIDIA Tesla V100 lands in the tier you'd expect from its Volta generation, with strong performance-per-watt given the 16 GB VRAM capacity.
Deploy NVIDIA Tesla V100 on Vast.ai for $0.13/hr — currently the only tracked provider offering this GPU.
Lebih Banyak FAQ tentang NVIDIA Tesla V100
Ulasan Penyedia GPU Vast.ai & Fakta Utama (April 2026)
Gambaran ringkas Vast.ai: pembiayaan maksimum, pembahagian keuntungan, peraturan penurunan nilai, leverage, instrumen, jadual pembayaran, kaedah pembayaran, kebenaran dagangan dan KYC. Data disahkan April 2026.
|
Vast.ai
GPU Segera. Harga Telus.
|
|
|---|---|
| Gambaran Keseluruhan | |
| Penilaian Trustpilot | 4.4 |
| Ibu Pejabat | United States |
| Jenis Penyedia | Pasaran GPU |
| Terbaik Untuk | Latihan AI inferens penalaan halus Stable Diffusion pemprosesan kelompok penyelidikan perkhidmatan LLM AI generatif |
| Perkakasan GPU | |
| Model GPU | B200 H200 H100 SXM H100 NVL A100 SXM A100 PCIe RTX 5090 RTX 5080 RTX 5070 Ti RTX 6000 Pro RTX 6000 Ada RTX 4500 Ada RTX A6000 RTX A5000 RTX A4000 L40S L40 A40 A10 RTX 4090 RTX 4080 RTX 4070 Ti RTX 4070 RTX 4060 Ti RTX 4060 RTX 3090 Ti RTX 3090 RTX 3080 Ti RTX 3080 RTX 3070 Ti RTX 3070 Tesla V100 Tesla T4 A2 GTX 1080 |
| Maksimum VRAM (GB) | 192 |
| Maksimum GPU/Satu Instans | 8 |
| Sambungan | NVLink, InfiniBand |
| Harga | |
| Harga Mula ($/jam) | $0.06/hr |
| Ketelitian Pengebilan | Per saat |
| Spot/Preemptible | Ya |
| Diskaun Terpelihara | Sehingga 50% (tempahan 1-6 bulan) |
| Kredit Percuma | Kredit ujian kecil semasa pendaftaran |
| Yuran Egress | Berbeza mengikut hos (RM/TB) |
| Penyimpanan | Berbeza mengikut hos (RM/GB/jam, dikenakan semasa instans wujud) |
| Infrastruktur | |
| Wilayah | 500+ lokasi, 40+ pusat data |
| SLA Masa Beroperasi | Tiada SLA rasmi (skor kebolehpercayaan hos boleh dilihat) |
| Pengalaman Pembangun | |
| Rangka Kerja | PyTorch TensorFlow CUDA vLLM ComfyUI |
| Sokongan Docker | Ya |
| Akses SSH | Ya |
| Jupyter Notebooks | Ya |
| API / CLI | Ya |
| Masa Persediaan | Saat |
| Sokongan Kubernetes | Tidak |
| Terma Perniagaan | |
| Komitmen Minimum | Tiada |
| Pematuhan | SOC 2 Jenis 2 HIPAA GDPR CCPA |
Vast.ai