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Runcrate

Oct 27

SDXL images per dollar on four GPUs: RTX A6000, L40S, RTX 5090 and H100, eager vs torch.compile

#stablediffusion #gpu #pytorch #benchmark

6 min read

Oct 27

Batching is the feature: serving PyTorch at low traffic

#machinelearning #pytorch #performance

1 min read

Runcrate

Oct 26

4 GPUs, 2x speed: why PyTorch DDP stalled on a PCIe-only 4x RTX A6000, and two flags that took it to 3.6x

#pytorch #gpu #machinelearning #performance

4 min read

Runcrate

Oct 26

How long until a rented GPU runs CUDA? Launch to first matmul on six GPU types, timed

#gpu #cuda #pytorch #devops

5 min read

futurexindiafx-gif

Oct 26

My renderer's seed argument changes nothing — how do I prove the seed actually reaches the sampler?

#machinelearning #pytorch

1 min read

futurexindiafx-gif

Oct 26

Beyond seeds: which determinism flags actually mattered for reproducible fine-tunes on a T4?

#machinelearning #pytorch

1 min read

futurexindiafx-gif

Oct 26

Same fine-tune recipe, different seeds — one narrow behaviour swings wildly. What actually stabilises it?

#machinelearning #pytorch

1 min read

The daily flare

Oct 26

Google and Meta Open-Source TorchTPU for Running PyTorch on TPUs

#pytorch #opensource #ai #google

3 min read

Viswaretas Kotra

Oct 26

Nodus vs Lambda: which is better for GPU training?

#gpu #machinelearning #cloudcomputing #pytorch

8 min read

Aman Singh

Oct 22

Four tools for seismic data

#pytorch #python #cpp #geophysics

26 min read

Oct 22

Why a Keras model fails to convert to TFLite: 11 known cases, 5 traps

#keras #tflite #pytorch #machinelearning

6 min read

Oct 21

EMA's Decay Isn't a Dial. It's a Plateau, a Cliff, and a 10%-Accuracy Crater

#pytorch #machinelearning #deeplearning #hyperparameters

5 min read

jamilxt

Oct 21

TorchTPU vs CUDA: Can Native PyTorch Make Google TPUs Easier to Use?

#pytorch #tpu #cuda #ai

8 min read

Oct 21

Why Long bf16 Training Runs Stall: The Residual Stream Has No Room for Small Updates

#ai #machinelearning #pytorch #llm

8 min read

Oct 20

Google Open-Sourced TorchTPU. PyTorch/XLA Is Deprecated and Gets Archived November 15

#pytorch #machinelearning #google #ai

7 min read

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