---

name: ffmpeg-hardware-acceleration description: Complete GPU-accelerated encoding/decoding system for FFmpeg 7.1 LTS and 8.0.1 (latest stable, released 2025-11-20). PROACTIVELY activate for: (1) NVIDIA NVENC/NVDEC encoding, (2) Intel Quick Sync Video (QSV), (3) AMD AMF encoding, (4) Apple VideoToolbox, (5) Linux VAAPI setup, (6) Vulkan Video 8.0 (FFv1, AV1, VP9, ProRes RAW), (7) VVC/H.266 hardware decoding (VAAPI/QSV), (8) GPU pipeline optimization with pad_cuda, (9) Docker GPU containers, (10) Performance benchmarking. Provides: Platform-specific commands, preset comparisons, quality tuning, full GPU pipeline examples, Vulkan compute codecs, VVC decoding, troubleshooting guides. Ensures: Maximum encoding speed with optimal quality using GPU acceleration.

CRITICAL GUIDELINES

Windows File Path Requirements

MANDATORY: Always Use Backslashes on Windows for File Paths

When using Edit or Write tools on Windows, you MUST use backslashes (\) in file paths, NOT forward slashes (/).

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Quick Reference

Platform	Encoder	Decoder	Detect Command
NVIDIA	h264_nvenc, hevc_nvenc, av1_nvenc	h264_cuvid, hevc_cuvid	ffmpeg -encoders | grep nvenc
Intel QSV	h264_qsv, hevc_qsv, av1_qsv	h264_qsv, hevc_qsv	ffmpeg -encoders | grep qsv
AMD AMF	h264_amf, hevc_amf, av1_amf	N/A (use software)	ffmpeg -encoders | grep amf
Apple	h264_videotoolbox, hevc_videotoolbox	h264_videotoolbox	macOS only
VAAPI	h264_vaapi, hevc_vaapi, av1_vaapi	with -hwaccel vaapi	Linux only

When to Use This Skill

Use when GPU acceleration is needed:

• Encoding speed is critical (10-30x faster than CPU)
• Processing large batches of videos
• Real-time encoding for streaming
• Server-side transcoding at scale
• Docker containers with GPU passthrough

Key decision: GPU encoding trades some quality for massive speed. Use -cq or -qp for quality control.

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FFmpeg Hardware Acceleration (2025)

Comprehensive guide to GPU-accelerated encoding and decoding with NVIDIA, Intel, AMD, Apple, and Vulkan.

Current Latest: FFmpeg 8.0.1 (released 2025-11-20) - Check with ffmpeg -version

Hardware Acceleration Overview

Hardware acceleration uses dedicated GPU/SoC components for video processing:

• NVENC/NVDEC (NVIDIA): Dedicated video encode/decode engines
• QSV (Intel): Quick Sync Video on Intel CPUs with integrated graphics
• AMF (AMD): Advanced Media Framework for AMD GPUs
• VideoToolbox (Apple): macOS/iOS hardware acceleration
• VAAPI (Linux): Video Acceleration API (Intel, AMD on Linux)
• Vulkan Video (Cross-platform): FFmpeg 7.1+/8.0 GPU acceleration

Performance Comparison (2025 Benchmarks)

Method	Speed	Quality	Power	Use Case
libx264 (CPU)	1x	Best	High	Quality-critical
libx265 (CPU)	0.3x	Best	Very High	Archival
h264_nvenc	10-20x	Good	Low	Real-time, streaming
hevc_nvenc	8-15x	Good	Low	4K streaming
h264_qsv	8-15x	Good	Very Low	Laptop, efficiency
h264_amf	8-15x	Good	Low	AMD systems

NVIDIA NVENC/NVDEC

Requirements

• NVIDIA GPU (GTX 600+ / Quadro K series+)
• NVIDIA drivers 450+
• FFmpeg built with --enable-nvenc --enable-cuda --enable-cuvid

Check NVIDIA Support

# Check available NVIDIA codecs
ffmpeg -encoders | grep nvenc
ffmpeg -decoders | grep cuvid

# Check GPU info
nvidia-smi

# List hardware accelerators
ffmpeg -hwaccels

Basic NVENC Encoding

# H.264 NVENC encoding
ffmpeg -i input.mp4 -c:v h264_nvenc -preset p4 -b:v 5M output.mp4

# H.265/HEVC NVENC encoding
ffmpeg -i input.mp4 -c:v hevc_nvenc -preset p4 -b:v 4M output.mp4

# AV1 NVENC (RTX 40 series+)
ffmpeg -i input.mp4 -c:v av1_nvenc -preset p4 -b:v 3M output.mp4

NVENC Presets (FFmpeg 7+)

Preset	Speed	Quality	Use Case
p1	Fastest	Lowest	Real-time capture
p2	Faster	Low	Screen recording
p3	Fast	Medium	General streaming
p4	Medium	Good	Recommended
p5	Slow	Better	High-quality streaming
p6	Slower	Best	Offline encoding
p7	Slowest	Highest	Maximum quality

Full GPU Pipeline (Decode + Encode)

# Keep frames in GPU memory (fastest)
ffmpeg -y -vsync 0 \
  -hwaccel cuda \
  -hwaccel_output_format cuda \
  -i input.mp4 \
  -c:v h264_nvenc \
  -preset p4 \
  -b:v 5M \
  -c:a copy \
  output.mp4

GPU Scaling and Filtering

# GPU-based scaling with scale_cuda
ffmpeg -y -vsync 0 \
  -hwaccel cuda \
  -hwaccel_output_format cuda \
  -i input.mp4 \
  -vf scale_cuda=1280:720 \
  -c:v h264_nvenc \
  -preset p4 \
  output.mp4

# GPU overlay with overlay_cuda
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i main.mp4 \
  -hwaccel cuda -hwaccel_output_format cuda -i overlay.mp4 \
  -filter_complex "[0:v][1:v]overlay_cuda=10:10" \
  -c:v h264_nvenc output.mp4

# GPU padding with pad_cuda (FFmpeg 8.0+)
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i input.mp4 \
  -vf "pad_cuda=1920:1080:(ow-iw)/2:(oh-ih)/2:black" \
  -c:v h264_nvenc output.mp4

# Letterbox with pad_cuda
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i input.mp4 \
  -vf "scale_cuda=1920:-2,pad_cuda=1920:1080:(ow-iw)/2:(oh-ih)/2" \
  -c:v h264_nvenc output.mp4

NVENC Quality Optimization

# High quality with lookahead
ffmpeg -i input.mp4 \
  -c:v hevc_nvenc \
  -preset p5 \
  -tune hq \
  -rc vbr \
  -cq 23 \
  -b:v 0 \
  -rc-lookahead 32 \
  -spatial-aq 1 \
  -temporal-aq 1 \
  -c:a copy \
  output.mp4

# Constant quality mode (CQP)
ffmpeg -i input.mp4 \
  -c:v h264_nvenc \
  -preset p4 \
  -rc constqp \
  -qp 23 \
  -c:a copy \
  output.mp4

NVENC Two-Pass Encoding

# Two-pass for best quality (ABR)
ffmpeg -i input.mp4 \
  -c:v h264_nvenc \
  -preset p5 \
  -2pass 1 \
  -b:v 5M \
  -c:a copy \
  output.mp4

NVENC B-Frames and GOP

# Enable B-frames for better compression
ffmpeg -i input.mp4 \
  -c:v hevc_nvenc \
  -preset p4 \
  -bf 4 \
  -b_ref_mode 2 \
  -g 250 \
  -c:a copy \
  output.mp4

Intel Quick Sync Video (QSV)

Requirements

• Intel CPU with integrated graphics (Sandy Bridge+)
• Intel Media SDK or oneVPL
• FFmpeg built with --enable-libmfx or --enable-libvpl

Check QSV Support

# Check available QSV codecs
ffmpeg -encoders | grep qsv
ffmpeg -decoders | grep qsv

# Verify Intel GPU access (Linux)
ls /dev/dri/
vainfo  # Check VAAPI support

Basic QSV Encoding

# Initialize QSV device
ffmpeg -init_hw_device qsv=hw \
  -filter_hw_device hw \
  -i input.mp4 \
  -c:v h264_qsv \
  -preset medium \
  -b:v 5M \
  output.mp4

# H.265/HEVC QSV
ffmpeg -init_hw_device qsv=hw \
  -filter_hw_device hw \
  -i input.mp4 \
  -c:v hevc_qsv \
  -preset medium \
  -b:v 4M \
  output.mp4

# AV1 QSV (Intel Arc, 12th gen+)
ffmpeg -init_hw_device qsv=hw \
  -filter_hw_device hw \
  -i input.mp4 \
  -c:v av1_qsv \
  -preset medium \
  -b:v 3M \
  output.mp4

Full QSV Pipeline

# Decode and encode on GPU
ffmpeg -hwaccel qsv \
  -hwaccel_output_format qsv \
  -i input.mp4 \
  -c:v h264_qsv \
  -preset medium \
  -b:v 5M \
  output.mp4

QSV with Scaling

# GPU scaling with vpp_qsv
ffmpeg -hwaccel qsv \
  -hwaccel_output_format qsv \
  -i input.mp4 \
  -vf "vpp_qsv=w=1280:h=720" \
  -c:v h264_qsv \
  -preset medium \
  output.mp4

VVC/H.266 QSV Decoding (FFmpeg 7.1+)

# Hardware VVC decoding
ffmpeg -hwaccel qsv \
  -hwaccel_output_format qsv \
  -c:v vvc_qsv \
  -i input.vvc \
  -c:v h264_qsv \
  output.mp4

AMD AMF

Requirements

• AMD GPU (GCN or newer)
• AMD drivers with AMF support
• FFmpeg built with --enable-amf

Check AMF Support

ffmpeg -encoders | grep amf

Basic AMF Encoding

# H.264 AMF
ffmpeg -i input.mp4 \
  -c:v h264_amf \
  -quality balanced \
  -b:v 5M \
  output.mp4

# H.265/HEVC AMF
ffmpeg -i input.mp4 \
  -c:v hevc_amf \
  -quality balanced \
  -b:v 4M \
  output.mp4

# AV1 AMF (RDNA3+)
ffmpeg -i input.mp4 \
  -c:v av1_amf \
  -quality balanced \
  -b:v 3M \
  output.mp4

AMF Quality Presets

Preset	Description
speed	Fastest encoding
balanced	Recommended
quality	Best quality

AMD Hardware Upscaling (FFmpeg 8.0+)

# Super resolution upscaling
ffmpeg -i input.mp4 \
  -vf "sr_amf=4096:2160:algorithm=sr1-1" \
  -c:v hevc_amf \
  output.mp4

VAAPI (Linux)

Requirements

• Intel, AMD, or NVIDIA GPU on Linux
• VAAPI drivers (intel-media-driver, mesa-va-drivers)
• FFmpeg built with --enable-vaapi

Check VAAPI Support

# Check VAAPI info
vainfo

# List VAAPI codecs
ffmpeg -encoders | grep vaapi
ffmpeg -decoders | grep vaapi

Basic VAAPI Encoding

# H.264 VAAPI
ffmpeg -vaapi_device /dev/dri/renderD128 \
  -i input.mp4 \
  -vf 'format=nv12,hwupload' \
  -c:v h264_vaapi \
  -b:v 5M \
  output.mp4

# H.265/HEVC VAAPI
ffmpeg -vaapi_device /dev/dri/renderD128 \
  -i input.mp4 \
  -vf 'format=nv12,hwupload' \
  -c:v hevc_vaapi \
  -b:v 4M \
  output.mp4

Full VAAPI Pipeline

# Decode and encode on GPU
ffmpeg -hwaccel vaapi \
  -hwaccel_device /dev/dri/renderD128 \
  -hwaccel_output_format vaapi \
  -i input.mp4 \
  -c:v h264_vaapi \
  -b:v 5M \
  output.mp4

VAAPI Scaling

ffmpeg -hwaccel vaapi \
  -hwaccel_device /dev/dri/renderD128 \
  -hwaccel_output_format vaapi \
  -i input.mp4 \
  -vf 'scale_vaapi=w=1280:h=720' \
  -c:v h264_vaapi \
  output.mp4

VVC VAAPI Decoding (FFmpeg 8.0+)

FFmpeg 8.0 adds VVC/H.266 hardware decoding on Intel and AMD GPUs via VAAPI.

# Hardware VVC/H.266 decoding
ffmpeg -hwaccel vaapi \
  -hwaccel_device /dev/dri/renderD128 \
  -hwaccel_output_format vaapi \
  -i input.vvc \
  -c:v h264_vaapi \
  output.mp4

# VVC decode + transcode to H.265
ffmpeg -hwaccel vaapi \
  -hwaccel_device /dev/dri/renderD128 \
  -hwaccel_output_format vaapi \
  -i input.mkv \
  -c:v hevc_vaapi \
  -b:v 4M \
  output.mp4

# VVC with Screen Content Coding (SCC) support
# FFmpeg 8.0 adds full SCC support including:
# - IBC (Inter Block Copy)
# - Palette Mode
# - ACT (Adaptive Color Transform)
ffmpeg -hwaccel vaapi \
  -hwaccel_device /dev/dri/renderD128 \
  -i screen_recording.vvc \
  output.mp4

VVC VAAPI Requirements:

• Intel Xe2 graphics (Lunar Lake) or newer for full VVC support
• FFmpeg 8.0 or later
• Intel media driver with VVC support

Apple VideoToolbox

Requirements

• macOS 10.8+ or iOS 8+
• FFmpeg built with --enable-videotoolbox

Check VideoToolbox Support

ffmpeg -encoders | grep videotoolbox
ffmpeg -decoders | grep videotoolbox

Basic VideoToolbox Encoding

# H.264 VideoToolbox
ffmpeg -i input.mp4 \
  -c:v h264_videotoolbox \
  -b:v 5M \
  output.mp4

# H.265/HEVC VideoToolbox
ffmpeg -i input.mp4 \
  -c:v hevc_videotoolbox \
  -b:v 4M \
  -tag:v hvc1 \
  output.mp4

# ProRes VideoToolbox
ffmpeg -i input.mp4 \
  -c:v prores_videotoolbox \
  -profile:v 3 \
  output.mov

VideoToolbox Quality Settings

# Quality-based encoding
ffmpeg -i input.mp4 \
  -c:v h264_videotoolbox \
  -q:v 65 \
  output.mp4

# Hardware accelerated decode + encode
ffmpeg -hwaccel videotoolbox \
  -i input.mp4 \
  -c:v h264_videotoolbox \
  -b:v 5M \
  output.mp4

Vulkan Video (FFmpeg 7.1+/8.0)

Overview

Vulkan Video provides cross-platform GPU acceleration using Vulkan compute shaders. Unlike proprietary hardware accelerators, Vulkan codecs are based on compute shaders and work on any implementation of Vulkan 1.3.

FFmpeg 7.1 Vulkan Features

• H.264 Vulkan encoding
• H.265/HEVC Vulkan encoding

FFmpeg 8.0 Vulkan Features (New)

• AV1 Vulkan encoding - GPU-accelerated AV1 via compute shaders
• VP9 Vulkan decoding - Hardware-accelerated VP9 decode
• FFv1 Vulkan encode/decode - Lossless codec for archival/capture
• ProRes RAW Vulkan decode - Apple ProRes RAW hardware decode

Benefits of Vulkan Compute Codecs:

• Cross-platform: Same code works on AMD, Intel, and NVIDIA
• No vendor lock-in: Works with any Vulkan 1.3 driver
• Ideal for: Lossless screen capture, high-throughput archival, professional workflows

Basic Vulkan Encoding

# H.264 Vulkan
ffmpeg -init_hw_device vulkan \
  -i input.mp4 \
  -c:v h264_vulkan \
  -b:v 5M \
  output.mp4

# H.265/HEVC Vulkan
ffmpeg -init_hw_device vulkan \
  -i input.mp4 \
  -c:v hevc_vulkan \
  -b:v 4M \
  output.mp4

# AV1 Vulkan (FFmpeg 8.0+)
ffmpeg -init_hw_device vulkan \
  -i input.mp4 \
  -c:v av1_vulkan \
  -b:v 3M \
  output.mp4

# FFv1 Vulkan Lossless (FFmpeg 8.0+)
ffmpeg -init_hw_device vulkan \
  -i input.mp4 \
  -c:v ffv1_vulkan \
  output.mkv

Full Vulkan Pipeline

# Complete Vulkan decode-filter-encode
ffmpeg -init_hw_device vulkan=vk \
  -filter_hw_device vk \
  -hwaccel vulkan \
  -hwaccel_output_format vulkan \
  -i input.mp4 \
  -vf "scale_vulkan=1280:720" \
  -c:v h264_vulkan \
  output.mp4

VP9 Vulkan Decoding (FFmpeg 8.0+)

# Hardware decode VP9 with Vulkan
ffmpeg -init_hw_device vulkan \
  -hwaccel vulkan \
  -hwaccel_output_format vulkan \
  -i input.webm \
  -c:v h264_vulkan \
  output.mp4

ProRes RAW Vulkan Decoding (FFmpeg 8.0+)

# Hardware decode ProRes RAW with Vulkan
ffmpeg -init_hw_device vulkan \
  -hwaccel vulkan \
  -i input.mov \
  -c:v libx264 \
  output.mp4

Lossless Screen Capture with FFv1 Vulkan

# High-throughput lossless capture (Linux X11)
ffmpeg -init_hw_device vulkan \
  -f x11grab -framerate 60 -i :0.0 \
  -c:v ffv1_vulkan \
  screen_capture.mkv

# Lossless screen recording (Windows)
ffmpeg -init_hw_device vulkan \
  -f gdigrab -framerate 60 -i desktop \
  -c:v ffv1_vulkan \
  screen_capture.mkv

Upcoming Vulkan Codecs

The next minor update will add:

• ProRes (encode and decode)
• VC-2 (encode and decode)

Docker with Hardware Acceleration

NVIDIA GPU in Docker

# Run with NVIDIA GPU support
docker run --gpus all \
  --rm \
  -v $(pwd):/data \
  jrottenberg/ffmpeg:nvidia \
  -hwaccel cuda \
  -hwaccel_output_format cuda \
  -i /data/input.mp4 \
  -c:v h264_nvenc \
  /data/output.mp4

Intel QSV in Docker

# Run with Intel GPU access
docker run --rm \
  --device=/dev/dri:/dev/dri \
  -v $(pwd):/data \
  jrottenberg/ffmpeg:vaapi \
  -hwaccel qsv \
  -i /data/input.mp4 \
  -c:v h264_qsv \
  /data/output.mp4

Troubleshooting

Common Issues

"No NVENC capable devices found"

# Check GPU support
nvidia-smi
# Verify driver version
nvidia-smi --query-gpu=driver_version --format=csv
# Check CUDA version
nvcc --version

"Cannot load libcuda.so"

# Set library path (Linux)
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH

QSV "Unsupported format"

# Force pixel format conversion
ffmpeg -i input.mp4 \
  -vf "format=nv12" \
  -c:v h264_qsv \
  output.mp4

VAAPI permission denied

# Add user to video/render group
sudo usermod -aG video $USER
sudo usermod -aG render $USER
# Re-login or use newgrp

Performance Debugging

# Benchmark encode speed
ffmpeg -benchmark -i input.mp4 -c:v h264_nvenc -f null -

# Show hardware decode stats
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -benchmark -i input.mp4 -f null -

# Monitor GPU usage (NVIDIA)
nvidia-smi dmon -s u

# Monitor GPU usage (Intel)
intel_gpu_top

Best Practices

1. Use full GPU pipelines when possible to avoid CPU-GPU memory transfers
2. Match decode and encode hardware for best performance
3. Use appropriate presets - faster isn't always better for quality
4. Enable lookahead and AQ for quality-critical encodes
5. Test on target hardware - quality varies by GPU generation
6. Monitor GPU memory for high-resolution content
7. Consider power efficiency for laptops and servers
8. Update drivers regularly for performance and feature improvements

Recommended Settings by Use Case

Live Streaming

ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i input \
  -c:v h264_nvenc -preset p3 -tune ll -zerolatency 1 -b:v 6M \
  -f flv rtmp://server/live/stream

VOD Encoding (Quality)

ffmpeg -i input.mp4 \
  -c:v hevc_nvenc -preset p6 -tune hq \
  -rc vbr -cq 22 -b:v 0 \
  -rc-lookahead 32 -spatial-aq 1 \
  output.mp4

Batch Processing

# Multiple parallel streams on one GPU
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i input1.mp4 -c:v h264_nvenc output1.mp4 &
ffmpeg -hwaccel cuda -hwaccel_output_format cuda -i input2.mp4 -c:v h264_nvenc output2.mp4 &
wait

This guide covers hardware acceleration fundamentals. For specific platform optimizations and advanced configurations, consult the respective vendor documentation.