cmdr2 60d2ddebdf cuda/cpu: Increase support for fp16 unary operations (ggml/1125) ...

* Support fp16 unary operations in the CUDA backend

* cpu: increase fp16 support for unary operators in the CPU backend

* cuda: increase fp16 support for unary operators in the CUDA backend

* Add test cases for fp16 unary operators

* metal: update supports_op for unary operators that don't support fp16, to prevent test-backend-ops from failing

* metal: fix PR comments for unary op support after fp16 unary tests

2025-03-08 15:13:01 +02:00

..

template-instances

CUDA: optimize FA for GQA + large batches (llama/12014)

2025-02-27 08:55:36 +02:00

vendors

CUDA/HIP: add support for selectable warp size to mmv (llama/11519)

2025-02-03 22:00:57 +02:00

acc.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

acc.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

arange.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

arange.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

argmax.cu

cuda : optimize argmax (llama/10441)

2024-12-08 20:14:35 +02:00

argmax.cuh

ggml/ex: calculate accuracy in graph, adapt MNIST (ggml/980)

2024-10-05 15:23:51 +03:00

argsort.cu

ggml : reduce hash table reset cost (llama/8698)

2024-08-08 22:48:46 +03:00

argsort.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

binbcast.cu

Support pure float16 add/sub/mul/div operations in the CUDA (and CPU) backend (ggml/1121)

2025-02-27 08:55:36 +02:00

binbcast.cuh

ggml/examples: add backend support for numerical optimization (ggml/949)

2024-09-24 19:45:08 +03:00

clamp.cu

cuda/cpu: Increase support for fp16 unary operations (ggml/1125)

2025-03-08 15:13:01 +02:00

clamp.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

CMakeLists.txt

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

common.cuh

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

concat.cu

fix: add missing msg in static_assert (llama/11143)

2025-01-14 10:38:01 +02:00

concat.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

conv-transpose-1d.cu

feat: cuda implementation for ggml_conv_transpose_1d (ggml/854)

2024-07-08 14:53:55 +03:00

conv-transpose-1d.cuh

feat: cuda implementation for ggml_conv_transpose_1d (ggml/854)

2024-07-08 14:53:55 +03:00

convert.cu

CUDA: use arch list for compatibility check (llama/11775)

2025-02-27 08:55:36 +02:00

convert.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

count-equal.cu

ggml: fix zero division in ‘dne’ calculation in CUDA COUNT_EQUAL operator when ‘ne’ is small (#10213)

2024-11-15 15:21:04 +02:00

count-equal.cuh

ggml/ex: calculate accuracy in graph, adapt MNIST (ggml/980)

2024-10-05 15:23:51 +03:00

cp-async.cuh

CUDA: optimize FA for GQA + large batches (llama/12014)

2025-02-27 08:55:36 +02:00

cpy.cu

cuda: Add Q5_1, Q5_0, Q4_1 and Q4_0 to F32 conversion support. (llama/12000)

2025-02-27 08:55:36 +02:00

cpy.cuh

increase cuda_cpy block size (ggml/996)

2024-11-01 10:19:05 +02:00

cross-entropy-loss.cu

MUSA: support ARM64 and enable dp4a .etc (llama/11843)

2025-02-27 08:55:36 +02:00

cross-entropy-loss.cuh

ggml/examples: add backend support for numerical optimization (ggml/949)

2024-09-24 19:45:08 +03:00

dequantize.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

diagmask.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

diagmask.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

fattn-common.cuh

CUDA: optimize FA for GQA + large batches (llama/12014)

2025-02-27 08:55:36 +02:00

fattn-mma-f16.cuh

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-tile-f16.cu

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-tile-f16.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

fattn-tile-f32.cu

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-tile-f32.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

fattn-vec-f16.cuh

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-vec-f32.cuh

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-wmma-f16.cu

CUDA: app option to compile without FlashAttention (llama/12025)

2025-02-27 08:55:36 +02:00

fattn-wmma-f16.cuh

CUDA: use mma PTX instructions for FlashAttention (llama/11583)

2025-02-03 22:00:57 +02:00

fattn.cu

CUDA: optimize FA for GQA + large batches (llama/12014)

2025-02-27 08:55:36 +02:00

fattn.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

getrows.cu

CUDA: backwards pass for misc. ops, add tests (llama/11257)

2025-02-03 22:00:57 +02:00

getrows.cuh

CUDA: backwards pass for misc. ops, add tests (llama/11257)

2025-02-03 22:00:57 +02:00

ggml-cuda.cu

cuda/cpu: Increase support for fp16 unary operations (ggml/1125)

2025-03-08 15:13:01 +02:00

gla.cu

llama: add support for QRWKV6 model architecture (llama/11001)

2025-01-14 10:38:01 +02:00

gla.cuh

llama: add support for QRWKV6 model architecture (llama/11001)

2025-01-14 10:38:01 +02:00

im2col.cu

CUDA: fix 1D im2col, add tests (ggml/993)

2024-11-01 10:19:05 +02:00

im2col.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

mma.cuh

CUDA: optimize FA for GQA + large batches (llama/12014)

2025-02-27 08:55:36 +02:00

mmq.cu

HIP: Remove GCN from list of devices that avoid MMQ (llama/11831)

2025-02-27 08:55:36 +02:00

mmq.cuh

CUDA: use async data loading for FlashAttention (llama/11894)

2025-02-27 08:55:36 +02:00

mmv.cu

CUDA: support for mat. mul. with ne03 != ne13 (llama/11656)

2025-02-27 08:55:36 +02:00

mmv.cuh

CUDA: remove DMMV, consolidate F16 mult mat vec (llama/10318)

2024-11-20 21:00:08 +02:00

mmvq.cu

rocBLAS: Avoid fp32->fp16->fp32 conversion on cdna (llama/11356)

2025-02-03 22:00:57 +02:00

mmvq.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

norm.cu

CUDA: non-contiguous (RMS) norm support (llama/11659)

2025-02-27 08:55:36 +02:00

norm.cuh

CUDA: backwards pass for misc. ops, add tests (llama/11257)

2025-02-03 22:00:57 +02:00

opt-step-adamw.cu

ggml: new optimization interface (ggml/988)

2024-11-20 21:00:08 +02:00

opt-step-adamw.cuh

ggml/examples: add backend support for numerical optimization (ggml/949)

2024-09-24 19:45:08 +03:00

out-prod.cu

CPU/CUDA: fix (GQA) mul mat back, add CUDA support (llama/11380)

2025-02-03 22:00:57 +02:00

out-prod.cuh

ggml/examples: add backend support for numerical optimization (ggml/949)

2024-09-24 19:45:08 +03:00

pad.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

pad.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

pool2d.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

pool2d.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

quantize.cu

cuda : optimize argmax (llama/10441)

2024-12-08 20:14:35 +02:00

quantize.cuh

CUDA: optimize and refactor MMQ (llama/8416)

2024-08-08 22:48:46 +03:00

rope.cu

CUDA: backwards pass for misc. ops, add tests (llama/11257)

2025-02-03 22:00:57 +02:00

rope.cuh

RoPE: fix back, CUDA support for back + noncont. (llama/11240)

2025-02-03 22:00:57 +02:00

scale.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

scale.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

softmax.cu

HIP: fix flash_attn_stream_k_fixup warning (llama/11604)

2025-02-03 22:00:57 +02:00

softmax.cuh

CUDA: backwards pass for misc. ops, add tests (llama/11257)

2025-02-03 22:00:57 +02:00

sum.cu

CUDA: fix CUDART_VERSION checks (llama/11821)

2025-02-27 08:55:36 +02:00

sum.cuh

tests: add gradient tests for all backends (ggml/932)

2024-09-24 19:45:08 +03:00

sumrows.cu

feat: ref. cross entropy, add CUDA, fix grad test (ggml/929)

2024-08-28 13:22:20 +03:00

sumrows.cuh

feat: ref. cross entropy, add CUDA, fix grad test (ggml/929)

2024-08-28 13:22:20 +03:00

tsembd.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

tsembd.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

unary.cu

cuda/cpu: Increase support for fp16 unary operations (ggml/1125)

2025-03-08 15:13:01 +02:00

unary.cuh

cuda/cpu: Increase support for fp16 unary operations (ggml/1125)

2025-03-08 15:13:01 +02:00

upscale.cu

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

upscale.cuh

whisper : reorganize source code + improve CMake (#2256)

2024-06-26 19:34:09 +03:00

vecdotq.cuh

CUDA: MMQ code deduplication + iquant support (llama/8495)

2024-08-08 22:48:46 +03:00

wkv6.cu

llama: add support for QRWKV6 model architecture (llama/11001)

2025-01-14 10:38:01 +02:00

wkv6.cuh

Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration (llama/10133)

2024-11-15 15:21:04 +02:00