Spaces:

evgueni-p
/

fbmc-chronos2

Sleeping

App Files Files Community

fbmc-chronos2 / src /forecasting /chronos_inference.py

Commit History

fix: expand context window from 128h to 504h (21 days)

c366480

Evgueni Poloukarov commited on Nov 19

fix: CRITICAL timestamp bug causing 313 vs 336 hour mismatch + validation

67808ce

Evgueni Poloukarov commited on Nov 18

perf: reduce context window from 256h to 128h to fit L4 GPU memory

4be9db4

Evgueni Poloukarov commited on Nov 17

fix: force rebuild with version bump to v1.2.0 (batch_size=32 optimization)

239885b

Evgueni Poloukarov commited on Nov 17

fix: reduce batch_size to 32 and quantiles to 3 for GPU memory optimization

7a9aff9

Evgueni Poloukarov Claude commited on Nov 17

fix: move GPU cache clearing to START of border loop

b8daa7e

Evgueni Poloukarov Claude commited on Nov 17

fix: add GPU cache clearing for multi-border forecasts

3b607e3

Evgueni Poloukarov Claude commited on Nov 17

fix: add PyTorch memory allocator config to prevent fragmentation

c85b8a5

Evgueni Poloukarov Claude commited on Nov 16

perf: reduce context window from 512h to 256h to fit L4 GPU (24GB VRAM)

ef3410d

Evgueni Poloukarov Claude commited on Nov 16

perf: switch to bfloat16 precision for memory efficiency

c8d76da

Evgueni Poloukarov Claude commited on Nov 16

perf: optimize Chronos-2 memory usage with torch.inference_mode()

572e6a8

Evgueni Poloukarov Claude commited on Nov 16

fix: revert context window to 512h and upgrade GPU to 1xL4 (24GB)

42acd7e

Evgueni Poloukarov Claude commited on Nov 16

fix: reduce context window to 256h to fit T4 GPU memory

dfe9aab

Evgueni Poloukarov commited on Nov 16

fix: complete covariate forecasting with predict_df() API

6fa9b28

Evgueni Poloukarov commited on Nov 16

feat: enable multivariate covariate forecasting with 615 features

0b4284f

Evgueni Poloukarov Claude commited on Nov 15

fix: implement sub-batching to avoid CUDA OOM on T4 GPU

2d135b5

Evgueni Poloukarov Claude commited on Nov 15

feat: implement batch inference for 38x speedup (60min -> 2min)

dc9b9db

Evgueni Poloukarov Claude commited on Nov 15

fix: handle 3D forecast tensors by squeezing batch dimension

fe89c45

Evgueni Poloukarov commited on Nov 15

fix: robust axis selection for forecast quantile calculation

09bcf85

Evgueni Poloukarov commited on Nov 15

fix: handle forecast shape correctly for quantile calculation

748ef95

Evgueni Poloukarov commited on Nov 15

debug: add forecast shape logging to diagnose dimension mismatch

2ea0150

Evgueni Poloukarov commited on Nov 15

fix: convert context data to PyTorch tensor for Chronos predict

bf6dbbb

Evgueni Poloukarov commited on Nov 15

feat: add comprehensive error tracking with full tracebacks

f197da0

Evgueni Poloukarov commited on Nov 15

fix: correct Chronos API parameter name from context to inputs

cfde20b

Evgueni Poloukarov commited on Nov 15

fix: correct string literal syntax errors in debug file writing

cd3a36f

Evgueni Poloukarov commited on Nov 15

debug: add diagnostic logging to verify code version and columns

ac3c6b4

Evgueni Poloukarov commited on Nov 15

fix: force Python recompilation with version comment

8e23e5d

Evgueni Poloukarov commited on Nov 15

fix: use renamed 'target' column instead of 'target_border_X' in inference

d2b88b2

Evgueni Poloukarov commited on Nov 14

debug: return debug file when all forecasts fail

7d5b63d

Evgueni Poloukarov commited on Nov 14

debug: add diagnostic logging to inference export step

3f32d3a

Evgueni Poloukarov commited on Nov 14

fix: correct numpy median/quantile calls in inference pipeline

2c1d599

Evgueni Poloukarov commited on Nov 14

refactor: convert HF Space from JupyterLab to Gradio API

12f45c0

Evgueni Poloukarov Claude commited on Nov 14