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Update data and improve readability #13

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Merged
gmasse merged 6 commits into from
Apr 4, 2025
Merged

Update data and improve readability #13

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09e32a6
style: format JSON
gmasse Apr 4, 2025
eed4b48
feat: add memory type
gmasse Apr 4, 2025
c980972
fix: correct html table stripping
gmasse Apr 4, 2025
19aeb99
docs: remove BF16, FP8, FP4, INT8, INT4 precision for clarity (no data)
gmasse Apr 4, 2025
47872b2
fix: correct FP64 values
gmasse Apr 4, 2025
dbf8f48
Add markdown rendered files
Apr 4, 2025
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8 changes: 2 additions & 6 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -37,26 +37,21 @@ Below is a sample of the GPU specifications data included in the repository:
Attribute (Unit) | H100 | L40S | A100 PCIe 80GB
--- | --- | --- | ---
FP64 (TFLOPS) | 25.6 | 1.4 | 9.7
FP64 Tensor Core (TFLOPS) | 51 | ? | 19.5
FP64 Tensor Core (TFLOPS) | 51 | 1.4 | 19.5
FP32 (TFLOPS) | 51.2 | 91.6 | 19.5
TF32 Tensor Core (TFLOPS) | ? | 183 | 156
TF32 Tensor Core with Sparsity (TFLOPS) | 756 | 366 | 312
FP16 (TFLOPS) | 204.9 | 91.6 | 78
FP16 Tensor Core (TFLOPS) | ? | 362 | 312
FP16 Tensor Core with Sparsity (TFLOPS) | ? | 733 | 624
BF16 (TFLOPS) | ? | ? | ?
BF16 Tensor Core (TFLOPS) | ? | 362 | 312
BF16 Tensor Core with Sparsity (TFLOPS) | 1513 | 733 | 624
FP8 (TFLOPS) | N/A | N/A | N/A
FP8 Tensor Core (TFLOPS) | ? | 733 | N/A
FP8 Tensor Core with Sparsity (TFLOPS) | 3026 | 1466 | N/A
FP4 (TFLOPS) | N/A | N/A | N/A
FP4 Tensor Core (TFLOPS) | N/A | N/A | N/A
FP4 Tensor Core with Sparsity (TFLOPS) | N/A | N/A | N/A
INT8 (TOPS) | ? | ? | ?
INT8 Tensor Core (TOPS) | ? | 733 | 624
INT8 Tensor Core with Sparsity (TOPS) | 3026 | 1466 | 1248
INT4 (TOPS) | N/A | N/A | N/A
INT4 Tensor Core (TOPS) | ? | 733 | ?
INT4 Tensor Core with Sparsity (TOPS) | ? | 1466 | ?
**Architecture Details** | | | |
Expand All @@ -68,6 +63,7 @@ NVIDIA RT Cores | ? | 142 (3rd gen) | ?
NVIDIA Tensor Cores | 456 (4th gen) | 568 (4th gen) | 432 (3rd gen)
NVIDIA CUDA Cores | 14592 | 18176 | 6912
GPU Memory (GB) | 80 | 48 | 80
Memory Type | HBM2e | GDDR6 | HBM2e
Memory Bandwidth (GB/s) | 2048 | 864 | 1935
Interconnect Type | PCIe Gen5 | PCIe Gen4 | PCIe Gen4
Encoders and Decoders | 0, 7 | 3, 3 | 0, 5
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