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NVIDIA RTX A6000 vs NVIDIA A100 40 GB (PCIe)
Best GPUs for Deep Learning in 2022 – Recommended GPUs
Our deep learning and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 3090, RTX 3080, A6000, A5000, or A4000 is the best GPU for your needs. We provide in-depth analysis of each 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 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 A6000
1424
NVIDIA A100 40 GB (PCIe)
2179
4 GPU
NVIDIA RTX A6000
5383
NVIDIA A100 40 GB (PCIe)
8561
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX A6000
558
NVIDIA A100 40 GB (PCIe)
1001
4 GPU
NVIDIA RTX A6000
2126
NVIDIA A100 40 GB (PCIe)
3849
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX A6000
577
NVIDIA A100 40 GB (PCIe)
930
4 GPU
NVIDIA RTX A6000
2181
NVIDIA A100 40 GB (PCIe)
3557
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX A6000
215
NVIDIA A100 40 GB (PCIe)
409
4 GPU
NVIDIA RTX A6000
819
NVIDIA A100 40 GB (PCIe)
1498
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX A6000
859
NVIDIA A100 40 GB (PCIe)
1283
4 GPU
NVIDIA RTX A6000
3247
NVIDIA A100 40 GB (PCIe)
5218
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX A6000
353
NVIDIA A100 40 GB (PCIe)
658
4 GPU
NVIDIA RTX A6000
1345
NVIDIA A100 40 GB (PCIe)
2568
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX A6000
397
NVIDIA A100 40 GB (PCIe)
616
4 GPU
NVIDIA RTX A6000
1501
NVIDIA A100 40 GB (PCIe)
2377
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX A6000
157
NVIDIA A100 40 GB (PCIe)
290
4 GPU
NVIDIA RTX A6000
598
NVIDIA A100 40 GB (PCIe)
1031
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX A6000
508
NVIDIA A100 40 GB (PCIe)
1249
4 GPU
NVIDIA RTX A6000
1920
NVIDIA A100 40 GB (PCIe)
4989
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX A6000
321
NVIDIA A100 40 GB (PCIe)
529
4 GPU
NVIDIA RTX A6000
1223
NVIDIA A100 40 GB (PCIe)
2215
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
4 GPU
NVIDIA RTX A6000
n/a
NVIDIA A100 40 GB (PCIe)
n/a
3D Rendering Benchmarks
V-Ray
1 GPU
NVIDIA RTX A6000
1952
NVIDIA A100 40 GB (PCIe)
1555
Octane
1 GPU
NVIDIA RTX A6000
635
NVIDIA A100 40 GB (PCIe)
498
Redshift
1 GPU
NVIDIA RTX A6000
3.01
NVIDIA A100 40 GB (PCIe)
n/a
Blender
1 GPU
NVIDIA RTX A6000
89.4273
NVIDIA A100 40 GB (PCIe)
107.69625
Luxmark
1 GPU
NVIDIA RTX A6000
83609
NVIDIA A100 40 GB (PCIe)
n/a
Technical Specifications
Board Design
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 4x DisplayPort | No outputs |
| Power Connectors | 8-pin EPS | 8-pin EPS |
| Slot width | Dual-slot | Dual-slot |
| TDP | 300 W | 250 W |
Clock Speeds
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Boost Clock | 1860 MHz | 1410 MHz |
| GPU Clock | 1455 MHz | 765 MHz |
| Memory Clock | 16000 MHz | 2400 MHz |
Graphics Card
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Bus Interface | PCIe 4.0 x16 | PCIe 4.0 x16 |
| Generation | Quadro (Ax000) | Tesla (Axx) |
Graphics Features
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| DirectX | 12 Ultimate (12_2) | |
| OpenCL | 3.0 | 2.0 |
| OpenGL | 4.6 | |
| Shader Model | 6.6 | |
| CUDA | 8.6 | 8.0 |
Graphics Processor
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Architecture | Ampere | Ampere |
| Die Size | 628 mm2 | 826 mm2 |
| GPU Name | GA102 | GA100 |
| Process Size | 8 nm | 7 nm |
| Transistors | 28300 million | 54200 million |
Memory
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Bandwidth | 768 GB/s | 1555 GB/s |
| Memory Bus | 384 bit | 5120 bit |
| Memory Size | 48 GB | 40 GB |
| Memory Type | GDDR6 | HBM2e |
Render Config
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| ROPs | 112 | 160 |
| RT Cores | 84 | |
| Shading Units/ CUDA Cores | 10752 | 6912 |
| TMUs | 336 | 432 |
| Tensor Cores | 336 | 432 |
Theoretical Performance
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| FP16 (half) performance | 38.71 TFLOPS | 77.97 TFLOPS |
| FP32 (float) performance | 38.71 TFLOPS | 19.49 TFLOPS |
| FP64 (double) performance | 1210 GFLOPS | 9746 GFLOPS |
| Pixel Rate | 201.6 GPixel/s | 225.6 GPixel/s |
| Texture Rate | 604.8 GTexel/s | 609.1 GTexel/s |
Price
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| MSRP | 4649 $ | $ |
| Release Date | Oct 5th, 2020 | Jun 22nd, 2020 |
Test bench configuration
| NVIDIA RTX A6000 | NVIDIA A100 40 GB (PCIe) | |
|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details |
| Software | 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 | 3D Rendering: Nvidia Driver: 461.09 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 |