tinygrad

Author	SHA1	Message	Date
chenyuandGitHub	13c381b0c0	remove pm_fold_cast_const from initial symbolic [pr] (#17535 ) interestingly it gives more accurate numerics when composing const like log10	2026-08-14 14:14:40 -04:00
chenyuandGitHub	ac7067ac60	fix deconstruct_function for python 3.11 (#17534 )	2026-08-14 13:38:34 -04:00
chenyuandGitHub	80169c6758	remove where push cast to branches from sym [pr] (#17533 ) * remove where push cast to branches from sym [pr] not really needed and one less place that generates casted weak const when it's not needed * fix	2026-08-14 12:57:56 -04:00
chenyuandGitHub	89ab344c42	fix assign into bitcast with no explicit realize (#17531 )	2026-08-14 09:23:01 -04:00
nimlgenandGitHub	6b35220622	cpu hcq2 (#17503 ) * cpu hcq2 * temp * slop * test with backpressure * x * x * x * x * x * x * Dx * save reverts * um? * x * x * call from py * x? * x * submitters gone * x * x * z * Dx * Dx * x * x * fixes * repl * x * f * for now keep hcqbuffer	2026-08-14 15:06:03 +03:00
George HotzandGitHub	b1859805b1	remove Ops.BIND (#17511 ) * remove Ops.BIND * param arg * simplify that * simplify * cleaner * props, not functions * param and buffer can share	2026-08-13 23:52:16 -07:00
qazalandGitHub	faba071b1d	don't enter CALL body in assign fixups (#17527 ) * fix python time regression in mxfp4 * this saves even more time * s_nop test * itertools count * cleanup	2026-08-14 15:05:04 +09:00
qazalandGitHub	16c5ff2490	add external_benchmark_all2all.py (#17507 ) * add external_benchmark_all2all.py * mv * more minimal * less * fix space	2026-08-13 15:50:43 +09:00
George HotzandGitHub	e103fb2a10	more lil llm improvements (#17514 ) Autogen / In-tree Autogen (comgr 2) (push) Successful in 47s Details Unit Tests / Torch Backend Tests (push) Failing after 1m3s Details Unit Tests / Linters (push) Failing after 1m27s Details Unit Tests / Python Backend (push) Failing after 3m8s Details Unit Tests / Fuzzing (push) Failing after 21s Details Unit Tests / Docs (push) Successful in 3m32s Details Unit Tests / Null Tests (push) Successful in 4m8s Details Unit Tests / Unit Tests (push) Successful in 3m30s Details Unit Tests / CL IMAGE Tests (push) Failing after 44s Details Unit Tests / openpilot Compile Tests (push) Failing after 47s Details Unit Tests / Test LLM (push) Failing after 13s Details Unit Tests / SPEC=2 (1) (push) Successful in 3m53s Details Deploy Docs / deploy (push) Successful in 5m1s Details Unit Tests / Optimization Tests (push) Failing after 49s Details Unit Tests / SPEC=2 (2) (push) Successful in 3m42s Details Unit Tests / Linux (DEV=CL) 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Details Benchmarks / HLB-CIFAR10 (DEV=NV) (push) Canceled after 0s Details Benchmarks / MLPerf (AMD) (push) Canceled after 0s Details Benchmarks / MLPerf (NV) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=AMD) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=METAL) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=NV) (push) Canceled after 0s Details Benchmarks / Tests (DEV=AMD) (push) Canceled after 0s Details Benchmarks / Tests (DEV=METAL) (push) Canceled after 0s Details Benchmarks / Tests (DEV=NV) (push) Canceled after 0s Details Benchmarks / UsbGPU Benchmark (push) Canceled after 0s Details Benchmarks / comma Benchmark (0.11.2) (push) Canceled after 0s Details Benchmarks / comma Benchmark (0.11.0) (push) Canceled after 0s Details Benchmarks / DSP Benchmark (push) Canceled after 0s Details Benchmarks / UsbGPU Benchmark (comma) (push) Canceled after 0s Details Benchmarks / PCI Driver Benchmark (DEV=AMD) (push) Canceled after 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lil llm improvements * default float	2026-08-12 20:13:20 -07:00
George HotzandGitHub	2297118541	lil llm improvements (#17513 )	2026-08-12 19:29:32 -07:00
geohot	ff0cb28c21	skip slow whisper tests	2026-08-12 13:12:37 -07:00
qazalandGitHub	ed8297a102	kerenl opts test from nan in llama 8b (#17510 ) * all2all * nan * remove that * less * has_local * only the nan change here * use nice getitem syntax for INDEX * work * remove * even simpler	2026-08-13 04:07:30 +09:00
RaineandGitHub	de04781b36	simplify equivalent const max (#17505 ) * add const max folds * add regression test * move	2026-08-12 08:39:29 -07:00
qazalandGitHub	2e5a9a4121	no hardcoded device names in test_sliced_buffer_function (#17501 )	2026-08-12 15:19:25 +09:00
sirhcmandGitHub	479ffb0cda	remove Ops.SLICE (#17492 )	2026-08-11 18:50:04 -04:00
George HotzandGitHub	7edf80a48a	small changes from new rangeify + remove flaky tc tests (#17486 ) * small changes from new rangeify * remove test/opt/test_tensor_cores.py	2026-08-10 15:58:49 -07:00
RaineandGitHub	d41ca5e60f	Fix WMMA CI (#17479 ) Autogen / In-tree Autogen (comgr 2) (push) Successful in 44s Details Unit Tests / Torch Backend Tests (push) Failing after 1m0s Details Unit Tests / Linters (push) Failing after 1m35s Details Unit Tests / Python Backend (push) Failing after 3m12s Details Unit Tests / Docs (push) Successful in 3m25s Details Unit Tests / Fuzzing (push) Failing after 22s Details Unit Tests / CL IMAGE Tests (push) Failing after 43s Details Unit Tests / Null Tests (push) Successful in 4m9s Details Unit Tests / Unit Tests (push) Successful in 3m35s Details Unit Tests / openpilot Compile Tests (push) Failing after 48s Details Unit Tests / Test LLM (push) Failing after 12s Details Deploy Docs / deploy (push) Successful in 4m41s Details Unit Tests / Optimization Tests (push) Failing after 43s Details Unit Tests / SPEC=2 (1) (push) Successful in 4m0s Details Unit Tests / Linux (DEV=CL) (push) Failing after 36s Details Unit Tests / SPEC=2 (2) (push) Successful in 3m41s Details Unit Tests / Linux (DEV=CPU:X86) (push) Failing after 25s Details Unit Tests / Linux (DSP) (push) Successful in 1m42s Details Unit Tests / Models (push) Successful in 3m35s Details Unit Tests / Linux (DEV=CPU:LLVM) (push) Successful in 3m15s Details Unit Tests / Linux (DEV=CPU:LVP) (push) Successful in 3m6s Details Unit Tests / hcq2 (push) Failing after 51s Details Unit Tests / Linux (DEV=CPU:CLANG) (push) Successful in 4m18s Details Unit Tests / Linux (am) (push) Failing after 56s Details Unit Tests / AMD ASM IDE (push) Failing after 3m2s Details Unit Tests / ONNX (CPU) Tests (push) Successful in 5m40s Details Unit Tests / Linux (DEV=WEBGPU) (push) Failing after 4m59s Details Autogen / In-tree Autogen (push) Failing after 12m24s Details Unit Tests / Linux (amdllvm gfx1100) (push) Successful in 3m55s Details Unit Tests / Linux (amd gfx1100) (push) Successful in 4m27s Details Unit Tests / Linux (amdllvm gfx1201) (push) Successful in 3m56s Details Unit Tests / Compile-only (ir3) (push) Failing after 30s Details Unit Tests / Compile-only (nak) (push) Failing after 29s Details Unit Tests / Linux (amd gfx1201) (push) Successful in 4m23s Details Unit Tests / Linux (amdllvm gfx950) (push) Successful in 4m3s Details Unit Tests / Linux (amd gfx950) (push) Successful in 5m58s Details Unit Tests / Linux (ptx) (push) Failing after 3m15s Details Unit Tests / Linux (nv) (push) Failing after 5m19s Details Autogen / In-tree Autogen (macos) (push) Canceled after 0s Details Benchmarks / Mac pytest (push) Canceled after 0s Details Benchmarks / LLM (DEV=AMD) (push) Canceled after 0s Details Benchmarks / LLM (DEV=METAL) (push) Canceled after 0s Details Benchmarks / LLM (DEV=NV) (push) Canceled after 0s Details Benchmarks / HLB-CIFAR10 (DEV=AMD) (push) Canceled after 0s Details Benchmarks / HLB-CIFAR10 (DEV=METAL) (push) Canceled after 0s Details Benchmarks / HLB-CIFAR10 (DEV=NV) (push) Canceled after 0s Details Benchmarks / MLPerf (AMD) (push) Canceled after 0s Details Benchmarks / MLPerf (NV) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=AMD) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=METAL) (push) Canceled after 0s Details Benchmarks / Stable Diffusion (DEV=NV) (push) Canceled after 0s Details Benchmarks / Tests (DEV=AMD) (push) Canceled after 0s Details Benchmarks / Tests (DEV=METAL) (push) Canceled after 0s Details Benchmarks / Tests (DEV=NV) (push) Canceled after 0s Details Benchmarks / UsbGPU Benchmark (push) Canceled after 0s Details Benchmarks / comma Benchmark (0.11.2) (push) Canceled after 0s Details Benchmarks / comma Benchmark (0.11.0) (push) Canceled after 0s Details Benchmarks / DSP Benchmark (push) Canceled after 0s Details Benchmarks / UsbGPU Benchmark (comma) (push) Canceled after 0s Details Benchmarks / PCI Driver Benchmark (DEV=AMD) (push) Canceled after 0s Details Benchmarks / PCI Driver Benchmark (DEV=NV) (push) Canceled after 0s Details Benchmarks / LLVM Speed (push) Canceled after 0s Details Platform Tests / MacOS (unit) (push) Canceled after 0s Details Platform Tests / MacOS (unit, mock) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=METAL) (1) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=METAL) (2) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=CPU:CLANG) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=CPU:LLVM) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=CPU:LVP) (push) Canceled after 0s Details Platform Tests / MacOS (DEV=WEBGPU) (push) Canceled after 0s Details Platform Tests / Windows (DEV=CPU:CLANG) (push) Canceled after 0s Details Platform Tests / Windows (DEV=CPU:LLVM) (push) Canceled after 0s Details Platform Tests / Windows (DEV=CPU:X86) (push) Canceled after 0s Details Platform Tests / Windows (DEV=WEBGPU) (push) Canceled after 0s Details Platform Tests / Compile-only (QCOM CL) (push) Canceled after 0s Details * init * split into sub tests * trigger ci	2026-08-10 08:39:14 -07:00
nimlgenandGitHub	e29606f07e	hcq2: copy kernel (#17480 ) * hcq2: copy with kernel * test * x	2026-08-10 17:28:46 +03:00
nimlgenandGitHub	8611fe22a7	fix hevc (#17477 ) * hevc tests * x	2026-08-10 13:33:49 +03:00
qazalandGitHub	44f1f45cd5	llama: custom silu kernels (#17462 ) * start by copying the C * uop kernel * cleanup tests * estimates is part of SPEC	2026-08-10 16:43:01 +09:00
George HotzandGitHub	d4d537c8ae	add SPEC checking for the kernel graph (#17432 ) Unit Tests / Null Tests (pull_request) Failing after 22s Details Unit Tests / Unit Tests (pull_request) Failing after 22s Details Unit Tests / Docs (pull_request) Failing after 34s Details Unit Tests / Fuzzing (pull_request) Failing after 26s Details Unit Tests / Torch Backend Tests (pull_request) Failing after 57s Details Unit Tests / CL IMAGE Tests (pull_request) Failing after 42s Details Unit Tests / Test LLM (pull_request) Failing after 12s Details Unit Tests / openpilot Compile Tests (pull_request) Failing after 48s Details Unit Tests / Linters (pull_request) Failing after 1m29s Details Unit Tests / Optimization Tests (pull_request) Failing after 52s Details Unit Tests / Linux (DEV=CL) (pull_request) Failing after 42s Details Unit Tests / Linux (DSP) (pull_request) Successful in 1m46s Details Unit Tests / Python Backend (pull_request) Failing after 3m11s Details Unit Tests / Linux (DEV=CPU:X86) (pull_request) Failing after 24s Details Unit Tests / SPEC=2 (2) (pull_request) Successful in 3m53s Details Unit Tests / SPEC=2 (1) (pull_request) Successful in 4m4s Details Unit Tests / Linux (am) (pull_request) Canceled after 0s Details Unit Tests / Linux (amd gfx1100) (pull_request) Canceled after 0s Details Unit Tests / Linux (amdllvm gfx1100) (pull_request) Canceled after 0s Details Unit Tests / Linux (amd gfx1201) (pull_request) Canceled after 0s Details Unit Tests / Linux (amdllvm gfx1201) (pull_request) Canceled after 0s Details Unit Tests / Linux (amd gfx950) (pull_request) Canceled after 0s Details Unit Tests / Linux (amdllvm gfx950) (pull_request) Canceled after 0s Details Unit Tests / Linux (nv) (pull_request) Canceled after 0s Details Unit Tests / Linux (ptx) (pull_request) Canceled after 0s Details Unit Tests / MacOS (unit) (pull_request) Canceled after 0s Details Unit Tests / MacOS (unit, mock) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=METAL) (1) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=METAL) (2) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=CPU:CLANG) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=CPU:LLVM) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=CPU:LVP) (pull_request) Canceled after 0s Details Unit Tests / MacOS (DEV=WEBGPU) (pull_request) Canceled after 0s Details Unit Tests / Windows (DEV=CPU:CLANG) (pull_request) Canceled after 0s Details Unit Tests / Windows (DEV=CPU:LLVM) (pull_request) Canceled after 0s Details Unit Tests / Windows (DEV=CPU:X86) (pull_request) Canceled after 0s Details Unit Tests / Windows (DEV=WEBGPU) (pull_request) Canceled after 0s Details Unit Tests / Compile-only (ir3) (pull_request) Canceled after 0s Details Unit Tests / Compile-only (nak) (pull_request) Canceled after 0s Details Unit Tests / Compile-only (QCOM CL) (pull_request) Canceled after 0s Details Check Line Counts / Check PR Branch status (pull_request_target) Canceled after 0s Details Check Line Counts / Core Library Line Difference (pull_request_target) Canceled after 0s Details Unit Tests / Linux (DEV=CPU:LVP) (pull_request) Canceled after 1m10s Details Unit Tests / Models (pull_request) Canceled after 3m4s Details Unit Tests / hcq2 (pull_request) Canceled after 17s Details Unit Tests / AMD ASM IDE (pull_request) Canceled after 28s Details Unit Tests / Linux (DEV=CPU:CLANG) (pull_request) Canceled after 2m35s Details Unit Tests / Linux (DEV=WEBGPU) (pull_request) Canceled after 51s Details Unit Tests / Linux (DEV=CPU:LLVM) (pull_request) Canceled after 2m17s Details Unit Tests / ONNX (CPU) Tests (pull_request) Canceled after 3m46s Details * add SPEC checking for the kernel graph * skip test * raise there, not None * handwritten * issue with unshard * multi works * and bitcast * fix new tests * fix linear * remove call index * fix shrink * fixes	2026-08-08 10:00:06 -07:00
b1tgandGitHub	abe2256299	fix symbolic sharded reshape (#17463 )	2026-08-08 09:18:02 -07:00
b1tgandGitHub	8c49a7a34b	support symbolic shapes in copy (#17461 ) * pad_to is no-op when same shape * support symbolic shapes in copy	2026-08-08 09:16:59 -07:00
nimlgenandGitHub	4c206a52b1	fix ci emu (gpt) (#17437 ) * fix ci emu * x	2026-08-07 22:36:59 +03:00
chenyuandGitHub	4a3b8f6501	better _drop_valid_stmts [pr] (#17454 )	2026-08-07 15:18:35 -04:00
chenyuandGitHub	f76422b8af	fix cast to float _min_max [pr] (#17451 )	2026-08-07 11:56:19 -04:00
Robert JosephandGitHub	0c96cdc300	fix prod gradients at zero (#17404 )	2026-08-07 09:56:52 -04:00
chenyuandGitHub	baa6148066	fix var of large half input (#17444 ) * fix var of large half input similar to mean, we use sum_acc_dtype for denominator * mypy	2026-08-06 23:14:32 -04:00
qazal GitHub geohot	f253c4469d	remove contiguous from custom_kernel (#17149 ) * no user contig on custom_kernel * clean up * non removable * test MXFP4 llama without hipcc * use compiler-free HIPCC renderer in llama CI * move llama coverage to AMD tests * run llama coverage in AMD test matrix * respect configured ROCm path in llama profile * work * clean up * fix * add views back * remove that * update test * test_double_permute one less kernel * test_shrink less kernels --------- Co-authored-by: George Hotz <[email protected]>	2026-08-07 11:20:59 +09:00
chenyuandGitHub	28195d51fb	fix f2f from fp8e5m2fnuz to half (#17442 ) * fix f2f from fp8e5m2fnuz to half * it works if it's supported	2026-08-06 21:19:46 -04:00
chenyuandGitHub	9020a88f03	truncate float in DType.const [pr] (#17439 )	2026-08-06 20:19:08 -04:00
qazalandGitHub	f258708d7d	llama: custom quantize_mxfp4+transpose kernel (codex) (#17434 ) * llama: custom quantize_mxfp4+transpose kernel (codex) * rename to cpp * inline * cleanup * lds load_bf16x4 * more tests, add Estimates	2026-08-06 16:13:28 +09:00
chenyuandGitHub	28e6ef6937	fix postopt symbolic [pr] (#17433 ) REDUCE with src simplied to const would become unparented	2026-08-06 00:12:30 -04:00
chenyuandGitHub	7a9cd8e329	move weak function and pm to uop/weak [PR] (#17429 )	2026-08-05 22:27:40 -04:00
George HotzandGitHub	b4372df9c6	revert wrong custom kernel fix (#17427 )	2026-08-05 18:31:35 -07:00
sirhcmandGitHub	be25207a7a	scope variable names inside CALLs (#17424 )	2026-08-05 20:59:09 -04:00
chenyuandGitHub	d726e5f7f3	split pm_fold_cast_const [PR] (#17425 ) need to delete this rule that writes strong typed CONST	2026-08-05 19:56:04 -04:00
George HotzandGitHub	470c032a5e	fix slice + non contig kernels (#17423 ) * movement: resolve negative int slice bounds against symbolic sizes negative int bounds in a slice against a symbolic dim were passed through unresolved, giving wrong views. resolve them against the (possibly symbolic) size, like slice.indices does for int dims * schedule: realize custom kernel inputs that don't resolve to a buffer state rangeify assigns ranges backward from consumers and CALL contributes none, so the subgraph above a custom kernel input gets no ranges unless something in it is realized, and reduce conversion crashes with a KeyError. realize call inputs that don't resolve to a buffer state. only view-only movement ops preserve the underlying buffer: anything computed (ALU, REDUCE, ...) must be realized even if one of its sources resolves to a buffer, since the whole subgraph above the call has no ranges. unwrapping src[0] unconditionally missed const branches hanging off non-src[0] children and silently resolved REDUCEs to their source buffer. includes regression tests for pure const, mixed buffer+const, and view-over-buffer inputs	2026-08-05 16:18:17 -07:00
George HotzandGitHub	581bfdd94f	merge track_rewrites and profile_matches into rewrite_group [PR] (#17420 ) * merge track_rewrites and profile_matches into rewrite_group * bug * flip ctx polarity	2026-08-05 14:41:38 -07:00
chenyuandGitHub	c2f1e5ae2a	fix weak cast to strong dtype [pr] (#17418 ) weak can mean higher than that strong dtype, so always use that strong dtype is wrong	2026-08-05 15:32:23 -04:00
chenyuandGitHub	6cb419b9b7	regression test for bert nan with weak (#17412 )	2026-08-05 12:14:26 -04:00
chenyuandGitHub	3bf9e70b19	Revert "don't cast weak in _broadcasted [pr] (#17408 )" (#17409 ) This reverts commit `b45058b5ec`.	2026-08-05 02:40:33 -04:00
Raine GitHub George Hotz	77e124e455	fix AMD WMMA emulation and test in CI (#17184 ) * fix SPEC=1 test_tensor_cores * implement i32 WMMA for RDNA3, add regression test to CI * gfx950 scaled mfma llvmir fix * detect VOP3PX2 in emu * start cdna4 scaled mfam emu * fix gfx12 llvmir signatures * oops * fix * fix src2 const field extraction (gpt) * scaled mfma fixes cdna4 (kimi) * fp8 out breaks mfma (glm) * fix const signature * another * fix f string for linter * lint * clean * and a final lint * . * fix mypy * skip slow tests on ci * reduce unroll tensor shape -> 64x64 --------- Co-authored-by: George Hotz <[email protected]>	2026-08-04 23:25:32 -07:00
chenyuandGitHub	b45058b5ec	don't cast weak in _broadcasted [pr] (#17408 ) * don't cast weak in _broadcasted [pr] * fine now?	2026-08-05 02:19:31 -04:00
George HotzandGitHub	46f0003776	more KernelCountException (#17407 )	2026-08-04 22:55:38 -07:00
chenyuandGitHub	9b508dfafc	remove invalid special case in cast [PR] (#17405 )	2026-08-04 23:08:07 -04:00
George HotzandGitHub	e1f42681fa	add new schedule tests + format better (#17402 ) * add new schedule tests + format better * assert_kernel_count	2026-08-04 18:46:38 -07:00
chenyuandGitHub	3eab809e06	update minimum to not create strong type const [PR] (#17401 )	2026-08-04 21:29:24 -04:00
George HotzandGitHub	6122b3c98f	use check_schedule in tests where possible (#17400 )	2026-08-04 18:17:29 -07:00
chenyuandGitHub	d79772f057	fix pow on extreme inputs (#17397 ) * fix pow on extreme inputs * WEBGPU	2026-08-04 19:30:43 -04:00

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