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NVIDIA RTX 3090 vs NVIDIA RTX A6000
Best GPUs for Deep Learning, AI, compute in 2022 2023. Recommended GPUs. Recommended hardware for deep learning, AI research
Our deep learning, AI and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 4090, RTX 4080, RTX 3090, RTX 3080, A6000, A5000, or RTX 6000 ADA Lovelace is the best GPU for your needs. We provide in-depth analysis of each graphic card's performance so you can make the most informed decision possible. We offer deep learning and 3d rendering benchmarks that will help you get the most out of your hardware.- NVIDIA RTX 4090 vs. RTX 4080 vs. RTX 3090
- NVIDIA RTX 3080 vs. 3080 Ti vs. RTX 3090
- NVIDIA RTX 3090 vs. NVIDIA A6000
- NVIDIA A6000 vs. A5000 vs. NVIDIA RTX 3090
- NVIDIA A100 vs. NVIDIA A6000
- NVIDIA RTX 2080 Ti vs. Titan RTX vs Quadro RTX8000
- NVIDIA Titan RTX vs. Quadro RTX6000 vs. Quadro RTX8000
- NVIDIA GTX 1080 Ti vs RTX 2080 Ti
Benchmarks
Deep Learning Benchmarks
Resnet50 (FP16)
1 GPU
NVIDIA RTX 3090
1071
NVIDIA RTX A6000
1424
4 GPU
NVIDIA RTX 3090
2922
NVIDIA RTX A6000
5383
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 3090
596
NVIDIA RTX A6000
558
4 GPU
NVIDIA RTX 3090
1625
NVIDIA RTX A6000
2126
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 3090
491
NVIDIA RTX A6000
577
4 GPU
NVIDIA RTX 3090
1029
NVIDIA RTX A6000
2181
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 3090
223
NVIDIA RTX A6000
215
4 GPU
NVIDIA RTX 3090
434
NVIDIA RTX A6000
819
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 3090
715
NVIDIA RTX A6000
859
4 GPU
NVIDIA RTX 3090
1720
NVIDIA RTX A6000
3247
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 3090
399
NVIDIA RTX A6000
353
4 GPU
NVIDIA RTX 3090
1267
NVIDIA RTX A6000
1345
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 3090
383
NVIDIA RTX A6000
397
4 GPU
NVIDIA RTX 3090
1022
NVIDIA RTX A6000
1501
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 3090
156
NVIDIA RTX A6000
157
4 GPU
NVIDIA RTX 3090
319
NVIDIA RTX A6000
598
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 3090
577
NVIDIA RTX A6000
508
4 GPU
NVIDIA RTX 3090
1004
NVIDIA RTX A6000
1920
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 3090
341
NVIDIA RTX A6000
321
4 GPU
NVIDIA RTX 3090
1077
NVIDIA RTX A6000
1223
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
4 GPU
NVIDIA RTX 3090
n/a
NVIDIA RTX A6000
n/a
3D Rendering Benchmarks
V-Ray
1 GPU
NVIDIA RTX 3090
2185
NVIDIA RTX A6000
1952
Octane
1 GPU
NVIDIA RTX 3090
769
NVIDIA RTX A6000
635
Redshift
1 GPU
NVIDIA RTX 3090
2.3
NVIDIA RTX A6000
3.01
Blender
1 GPU
NVIDIA RTX 3090
64.5233
NVIDIA RTX A6000
89.4273
Luxmark
1 GPU
NVIDIA RTX 3090
95123
NVIDIA RTX A6000
83609
Technical Specifications
Board Design
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Length | 313 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort | 4x DisplayPort |
| Power Connectors | 2x 8-pin | 8-pin EPS |
| Slot width | Triple-slot | Dual-slot |
| TDP | 350 W | 300 W |
Clock Speeds
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Boost Clock | 1695 MHz | 1860 MHz |
| GPU Clock | 1410 MHz | 1455 MHz |
| Memory Clock | 19496 MHz | 16000 MHz |
Graphics Card
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | GeForce 30 | Quadro (Ax000) |
Graphics Features
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| DirectX | 12 Ultimate (12_2) | 12 Ultimate (12_2) |
| OpenCL | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.6 | 6.6 |
| CUDA | 8.6 | 8.6 |
Graphics Processor
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Architecture | Ampere | Ampere |
| Die Size | 627 mm2 | 628 mm2 |
| GPU Name | GA102-300-A1 | GA102 |
| Process Size | 8 nm | 8 nm |
| Transistors | 28000 million | 28300 million |
Memory
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Bandwidth | 935.8 GB/s | 768 GB/s |
| Memory Bus | 384 bit | 384 bit |
| Memory Size | 24 GB | 48 GB |
| Memory Type | GDDR6X | GDDR6 |
Render Config
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| ROPs | 96 | 112 |
| RT Cores | 82 | 84 |
| Shading Units/ CUDA Cores | 10496 | 10752 |
| TMUs | 328 | 336 |
| Tensor Cores | 328 | 336 |
Theoretical Performance
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| FP16 (half) performance | 71.16 TFLOPS | 38.71 TFLOPS |
| FP32 (float) performance | 35.58 TFLOPS | 38.71 TFLOPS |
| FP64 (double) performance | 1112 GFLOPS | 1210 GFLOPS |
| Pixel Rate | 162.7 GPixel/s | 201.6 GPixel/s |
| Texture Rate | 556 GTexel/s | 604.8 GTexel/s |
Price
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| MSRP | 1499 $ | 4649 $ |
| Release Date | Sep 1st, 2020 | Oct 5th, 2020 |
Test bench configuration
| NVIDIA RTX 3090 | NVIDIA RTX A6000 | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details |
| Software | 3D Rendering: Nvidia Driver: 456.38 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: 461.40 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 |