From 1e460bb936d4540f32d8e6d1fd0a298ebbc0eabb Mon Sep 17 00:00:00 2001 From: Concedo <39025047+LostRuins@users.noreply.github.com> Date: Sat, 17 Feb 2024 17:12:59 +0800 Subject: [PATCH] remove junk --- .devops/server-cuda.Dockerfile | 32 - .devops/server-rocm.Dockerfile | 45 - .devops/server.Dockerfile | 20 - awq-py/README.md | 116 - awq-py/awq/apply_awq.py | 254 -- awq-py/requirements.txt | 2 - docs/llama-star/idea-arch.key | Bin 488591 -> 0 bytes docs/llama-star/idea-arch.pdf | Bin 42334 -> 0 bytes kompute | 1 - kompute-shaders/common.comp | 102 - kompute-shaders/op_add.comp | 58 - kompute-shaders/op_addrow.comp | 25 - kompute-shaders/op_cpy_f16_f16.comp | 52 - kompute-shaders/op_cpy_f16_f32.comp | 52 - kompute-shaders/op_cpy_f32_f16.comp | 52 - kompute-shaders/op_cpy_f32_f32.comp | 52 - kompute-shaders/op_diagmask.comp | 30 - kompute-shaders/op_gelu.comp | 22 - kompute-shaders/op_getrows.comp | 17 - kompute-shaders/op_getrows_f16.comp | 31 - kompute-shaders/op_getrows_q4_0.comp | 38 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----------------- tests/test-model-load-cancel.cpp | 27 - 74 files changed, 6041 deletions(-) delete mode 100644 .devops/server-cuda.Dockerfile delete mode 100644 .devops/server-rocm.Dockerfile delete mode 100644 .devops/server.Dockerfile delete mode 100644 awq-py/README.md delete mode 100644 awq-py/awq/apply_awq.py delete mode 100644 awq-py/requirements.txt delete mode 100755 docs/llama-star/idea-arch.key delete mode 100644 docs/llama-star/idea-arch.pdf delete mode 160000 kompute delete mode 100644 kompute-shaders/common.comp delete mode 100644 kompute-shaders/op_add.comp delete mode 100644 kompute-shaders/op_addrow.comp delete mode 100644 kompute-shaders/op_cpy_f16_f16.comp delete mode 100644 kompute-shaders/op_cpy_f16_f32.comp delete mode 100644 kompute-shaders/op_cpy_f32_f16.comp delete mode 100644 kompute-shaders/op_cpy_f32_f32.comp delete mode 100644 kompute-shaders/op_diagmask.comp delete mode 100644 kompute-shaders/op_gelu.comp delete mode 100644 kompute-shaders/op_getrows.comp 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UBUNTU_VERSION=22.04 -# This needs to generally match the container host's environment. -ARG CUDA_VERSION=11.7.1 -# Target the CUDA build image -ARG BASE_CUDA_DEV_CONTAINER=nvidia/cuda:${CUDA_VERSION}-devel-ubuntu${UBUNTU_VERSION} -# Target the CUDA runtime image -ARG BASE_CUDA_RUN_CONTAINER=nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu${UBUNTU_VERSION} - -FROM ${BASE_CUDA_DEV_CONTAINER} as build - -# Unless otherwise specified, we make a fat build. -ARG CUDA_DOCKER_ARCH=all - -RUN apt-get update && \ - apt-get install -y build-essential git - -WORKDIR /app - -COPY . . - -# Set nvcc architecture -ENV CUDA_DOCKER_ARCH=${CUDA_DOCKER_ARCH} -# Enable cuBLAS -ENV LLAMA_CUBLAS=1 - -RUN make - -FROM ${BASE_CUDA_RUN_CONTAINER} as runtime - -COPY --from=build /app/server /server - -ENTRYPOINT [ "/server" ] diff --git a/.devops/server-rocm.Dockerfile b/.devops/server-rocm.Dockerfile deleted file mode 100644 index e9a31647c..000000000 --- a/.devops/server-rocm.Dockerfile +++ /dev/null @@ -1,45 +0,0 @@ -ARG UBUNTU_VERSION=22.04 - -# This needs to generally match the container host's environment. -ARG ROCM_VERSION=5.6 - -# Target the CUDA build image -ARG BASE_ROCM_DEV_CONTAINER=rocm/dev-ubuntu-${UBUNTU_VERSION}:${ROCM_VERSION}-complete - -FROM ${BASE_ROCM_DEV_CONTAINER} as build - -# Unless otherwise specified, we make a fat build. -# List from https://github.com/ggerganov/llama.cpp/pull/1087#issuecomment-1682807878 -# This is mostly tied to rocBLAS supported archs. -ARG ROCM_DOCKER_ARCH=\ - gfx803 \ - gfx900 \ - gfx906 \ - gfx908 \ - gfx90a \ - gfx1010 \ - gfx1030 \ - gfx1100 \ - gfx1101 \ - gfx1102 - -COPY requirements.txt requirements.txt -COPY requirements requirements - -RUN pip install --upgrade pip setuptools wheel \ - && pip install -r requirements.txt - -WORKDIR /app - -COPY . . - -# Set nvcc architecture -ENV GPU_TARGETS=${ROCM_DOCKER_ARCH} -# Enable ROCm -ENV LLAMA_HIPBLAS=1 -ENV CC=/opt/rocm/llvm/bin/clang -ENV CXX=/opt/rocm/llvm/bin/clang++ - -RUN make - -ENTRYPOINT [ "/app/server" ] diff --git a/.devops/server.Dockerfile b/.devops/server.Dockerfile deleted file mode 100644 index 134588fe2..000000000 --- a/.devops/server.Dockerfile +++ /dev/null @@ -1,20 +0,0 @@ -ARG UBUNTU_VERSION=22.04 - -FROM ubuntu:$UBUNTU_VERSION as build - -RUN apt-get update && \ - apt-get install -y build-essential git - -WORKDIR /app - -COPY . . - -RUN make - -FROM ubuntu:$UBUNTU_VERSION as runtime - -COPY --from=build /app/server /server - -ENV LC_ALL=C.utf8 - -ENTRYPOINT [ "/server" ] diff --git a/awq-py/README.md b/awq-py/README.md deleted file mode 100644 index 16e68d027..000000000 --- a/awq-py/README.md +++ /dev/null @@ -1,116 +0,0 @@ -# AWQ: Activation-aware Weight Quantization for LLM - version apply to llamacpp -[[Paper](https://arxiv.org/abs/2306.00978)][[Original Repo](https://github.com/mit-han-lab/llm-awq)][[Easy-to-use Repo](https://github.com/casper-hansen/AutoAWQ)] - -**Supported models:** - -- [X] LLaMA -- [x] LLaMA 2 -- [X] MPT -- [X] Mistral AI v0.1 -- [ ] Bloom -- [ ] Mixtral MoE - -**TODO:** -- [x] Update version work with both MPT and MPT-AWQ model -- [ ] Add OPT model -- [ ] Add Bloom model -- [ ] Add Mixtral MoE -- [ ] Support w3, w2 - - -## Contents - -- [Install](##Install) -- [Convert](##Convert) -- [Quantize](##Quantize) -- [Test](##Test) -- [Benchmark](##Benchmark) -- [Results](##Results) - -## Install -Install requirements -```bash -pip install -r requirements.txt -``` -Get the pre-computed AWQ search results for multiple model families, including LLaMA, LLaMA2, MPT, OPT -```bash -git clone https://huggingface.co/datasets/mit-han-lab/awq-model-zoo awq_cache -``` - -## Convert -Example for llama model -```bash -# For llama7b and llama2 models -python convert.py models/llama-7b/ --awq-path awq_cache/llama-7b-w4-g128.pt --outfile models/llama_7b_fp16.gguf -# For mistral and mpt models -python convert-hf-to-gguf.py models/mpt-7b/ --awq-path awq_cache/mpt-7b-w4-g128.pt --outfile models/mpt_7b_fp16.gguf -``` - -## Quantize -```bash -# We only benchmark and confirm the results on q4_0, q4_1, and q2_k types. -./quantize models/llama_7b_fp16.gguf models/llama_7b_q4_0.gguf q4_0 -``` - -## Test -```bash -# For all models. -./build/bin/main -m models/llama_7b_q4_0.gguf -n 128 --prompt "Once upon a time" -``` - -## Benchmark -The perplexity measurements in table above are done against the `wikitext2` test dataset (https://paperswithcode.com/dataset/wikitext-2), with context length of 512. -```bash -# For llama and llama2, and mistral models. -./perplexity -m models/llama_7b_q4_0.gguf -f datasets/wikitext-2-raw/wiki.test.raw -``` - -## Results -Results are run on OpenBLAS (CPU) and CuBLAS (GPU) for fair comparison -We use three types of llamacpp quantization methods to work with our version, including q4_0, q4_1, and q2_k - -### Llama 7B (Build with OpenBLAS) - -| Model | Measure | F16 | Q4_0 | Q4_1 | Q2_K | -|-----------:|--------------|-------:|-------:|-------:|-------:| -|Llama 7B | perplexity | 5.9066 | 6.1214 | 6.0643 | 6.5808 | -|Llama 7B | file size | 12.9G | 3.5G | 3.9G | 2.7G | -|Llama 7B | bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | -|AWQ-LLama 7B| perplexity | 5.9175 | 6.0252 | 5.9987 | 6.3692 | -|AWQ-LLama 7B| file size | 12.9G | 3.5G | 3.9G | 2.7G | -|AWQ-LLama 7B| bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | - - -### Llama2 7B (Build with CuBLAS) - -| Model | Measure | F16 | Q4_0 | Q4_1 | Q2_K | -|------------:|--------------|-------:|-------:|-------:|-------:| -|Llama2 7B | perplexity | 5.8664 | 6.0260 | 6.0656 | 6.4496 | -|Llama2 7B | file size | 12.9G | 3.5G | 3.9G | 2.7G | -|Llama2 7B | bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | -|AWQ-LLama2 7B| perplexity | 5.8801 | 6.0054 | 5.9849 | 6.3650 | -|AWQ-LLama2 7B| file size | 12.9G | 3.5G | 3.9G | 2.7G | -|AWQ-LLama2 7B| bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | - - -### Mistral 7B v0.1 (Build with CuBLAS) - -| Model | Measure | F16 | Q4_0 | Q4_1 | Q2_K | -|-------------:|--------------|-------:|-------:|-------:|-------:| -|Mistral 7B | perplexity | 5.6931 | 5.8202 | 5.8268 | 6.1645 | -|Mistral 7B | file size | 14.5G | 4.1G | 4.5G | 3.1G | -|Mistral 7B | bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | -|AWQ-Mistral 7B| perplexity | 5.6934 | 5.8020 | 5.7691 | 6.0426 | -|AWQ-Mistral 7B| file size | 14.5G | 4.1G | 4.5G | 3.1G | -|AWQ-Mistral 7B| bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | - -### MPT 7B (Build with OpenBLAS) - -| Model | Measure | F16 | Q4_0 | Q4_1 | Q2_K | -|---------:|--------------|-------:|-------:|-------:|--------:| -|MPT 7B | perplexity | 8.4369 | 8.7956 | 8.6265 | 11.4913 | -|MPT 7B | file size | 13.7G | 3.9G | 4.3G | 2.8G | -|MPT 7B | bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | -|AWQ-MPT 7B| perplexity | 8.4944 | 8.7053 | 8.6750 | 10.2873| -|AWQ-MPT 7B| file size | 13.7G | 3.9G | 4.3G | 2.8G | -|AWQ-MPT 7B| bits/weight | 16.0 | 4.5 | 5.0 | 2.6 | diff --git a/awq-py/awq/apply_awq.py b/awq-py/awq/apply_awq.py deleted file mode 100644 index 11132c5d2..000000000 --- a/awq-py/awq/apply_awq.py +++ /dev/null @@ -1,254 +0,0 @@ -""" -Implements the AWQ for llama.cpp use cases. -Original paper: https://arxiv.org/abs/2306.00978 - -This code is based on versions of the AWQ implementation found in the following repositories: -* https://github.com/mit-han-lab/llm-awq -* https://github.com/casper-hansen/AutoAWQ -""" - -import os -import torch -import torch.nn as nn - -from transformers import AutoModelForCausalLM, AutoConfig -from transformers.models.bloom.modeling_bloom import BloomGelu -from transformers.models.llama.modeling_llama import LlamaRMSNorm -from transformers.activations import GELUActivation - - -class ScaledActivation(nn.Module): - """ - ScaledActivation module wraps an existing activation function and applies a - scale factor to its output. - - Args: - module (nn.Module): The activation function to be scaled. - scales (torch.Tensor): A tensor of size (num_features,) containing the initial - scale factors for each feature. - - Returns: - torch.Tensor: The scaled output of the activation function. - """ - - def __init__(self, module, scales): - super().__init__() - self.act = module - self.scales = nn.Parameter(scales.data) - - def forward(self, x): - return self.act(x) / self.scales.view(1, 1, -1).to(x.device) - - -def set_op_by_name(layer, name, new_module): - """ - Set the new module for given module's name. - - Args: - layer (nn.Module): The layer in which to replace the submodule. - name (str): The path to the submodule to be replaced, using dot notation - to access nested modules. - new_module (nn.Module): The new module to replace the existing one. - """ - levels = name.split(".") - if len(levels) > 1: - mod_ = layer - for l_idx in range(len(levels) - 1): - if levels[l_idx].isdigit(): - mod_ = mod_[int(levels[l_idx])] - else: - mod_ = getattr(mod_, levels[l_idx]) - setattr(mod_, levels[-1], new_module) - else: - setattr(layer, name, new_module) - - -def get_op_by_name(module, op_name): - """ - Retrieves a submodule within a given layer based on its name. - - Args: - module (nn.Module): The layer containing the submodule to find. - op_name (str): The name of the submodule. - - Returns: - nn.Module: The requested submodule found within the given layer. - - Raises: - ValueError: If the specified submodule cannot be found within the layer. - """ - for name, m in module.named_modules(): - if name == op_name: - return m - raise ValueError(f"Cannot find op {op_name} in module {module}") - - -@torch.no_grad() -def scale_ln_fcs(ln, fcs, scales): - """ - Scales the weights of a LayerNorm and a list of fully-connected layers proportionally. - - Args: - ln (nn.LayerNorm): The LayerNorm module to be scaled. - fcs (List[nn.Linear]): A list of fully-connected layers to be scaled. - scales (torch.Tensor): A 1D tensor of size (num_features,). - """ - - if not isinstance(fcs, list): - fcs = [fcs] - - scales = scales.to(ln.weight.device) - - ln.weight.div_(scales) - if hasattr(ln, "bias") and ln.bias is not None: - ln.bias.div_(scales) - - for fc in fcs: - fc.weight.mul_(scales.view(1, -1)) - - for p in ln.parameters(): - assert torch.isnan(p).sum() == 0 - for fc in fcs: - for p in fc.parameters(): - assert torch.isnan(p).sum() == 0 - - -@torch.no_grad() -def scale_fc_fc(fc1, fc2, scales): - """ - Scales the weights of two fully-connected layers in a specific pattern. - - Args: - fc1 (nn.Linear): The first fully-connected layer to be scaled. - fc2 (nn.Linear): The second fully-connected layer to be scaled. - scales (torch.Tensor): A 1D tensor of size (num_features,). - """ - assert isinstance(fc1, nn.Linear) - assert isinstance(fc2, nn.Linear) - - scales = scales.to(fc1.weight.device) - - fc1.weight[-scales.size(0):].div_(scales.view(-1, 1)) - if fc1.bias is not None: - fc1.bias.div_(scales.view(-1)) - - fc2.weight.mul_(scales.view(1, -1)) - - for p in fc1.parameters(): - assert torch.isnan(p).sum() == 0 - for p in fc2.parameters(): - assert torch.isnan(p).sum() == 0 - - -@torch.no_grad() -def scale_gelu_fc(gelu, fc, scales): - """ - Scales the weight of a GELU activation and a fully-connected layer proportionally. - - Args: - gelu (Union[nn.GELU, BloomGelu, GELUActivation]): The GELU activation module to be scaled. - fc (nn.Linear): The fully-connected layer to be scaled. - scales (torch.Tensor): A 1D tensor of size (num_features,). - - Raises: - TypeError: If the `gelu` module is not of type `nn.GELU`, `BloomGelu`, or `GELUActivation`. - TypeError: If the `fc` module is not of type `nn.Linear`. - """ - assert isinstance(gelu, (nn.GELU, BloomGelu, GELUActivation)) - assert isinstance(fc, nn.Linear) - - fc.weight.mul_(scales.view(1, -1).to(fc.weight.device)) - - for p in fc.parameters(): - assert torch.isnan(p).sum() == 0 - - -def apply_scale(module, scales_list, input_feat_dict=None): - """ - Applies different scaling strategies to layers based on their type and hierarchy within a given module. - - Args: - module (nn.Module): The module containing the layers to be scaled. - scales_list (List[Tuple[str, List[str], torch.Tensor]]): A list of tuples containing: - * prev_op_name (str): The name of the preceding operation or module, - relative to which the layers to be scaled are located. - * layer_names (List[str]): A list of names of the layers to be scaled, relative to the preceding operation. - * scales (torch.Tensor): A 1D tensor of size (num_features,) containing the scaling factors for each feature. - input_feat_dict (Optional[Dict[str, torch.Tensor]]): A dictionary mapping layer names to their corresponding - input features (optional). - """ - for prev_op_name, layer_names, scales in scales_list: - prev_op = get_op_by_name(module, prev_op_name) - layers = [get_op_by_name(module, name) for name in layer_names] - - prev_op.cuda() - for layer in layers: - layer.cuda() - scales.cuda() - - if isinstance(prev_op, nn.Linear): - assert len(layers) == 1 - scale_fc_fc(prev_op, layers[0], scales) - elif isinstance(prev_op, (nn.LayerNorm, LlamaRMSNorm)) or "rmsnorm" in str(prev_op.__class__).lower(): - scale_ln_fcs(prev_op, layers, scales) - elif isinstance(prev_op, (nn.GELU, BloomGelu, GELUActivation)): - new_module = ScaledActivation(prev_op, scales) - set_op_by_name(module, prev_op_name, new_module) - scale_gelu_fc(prev_op, layers[0], scales) - else: - raise NotImplementedError(f"prev_op {type(prev_op)} not supported yet!") - - # apply the scaling to input feat if given; prepare it for clipping - if input_feat_dict is not None: - for layer_name in layer_names: - inp = input_feat_dict[layer_name] - inp.div_(scales.view(1, -1).to(inp.device)) - - prev_op.cpu() - for layer in layers: - layer.cpu() - scales.cpu() - - -@torch.no_grad() -def apply_clip(module, clip_list): - """ - Applies element-wise clipping to the weight of a specific layer within a given module. - - Args: - module (nn.Module): The module containing the layer to be clipped. - clip_list (List[Tuple[str, torch.Tensor]]): A list of tuples containing: - * name (str): The name of the layer to be clipped, relative to the root of the module. - * max_val (torch.Tensor): A 1D or 2D tensor defining the upper bound for each element of the layer's weight. - """ - for name, max_val in clip_list: - layer = get_op_by_name(module, name) - layer.cuda() - max_val = max_val.to(layer.weight.device) - org_shape = layer.weight.shape - layer.weight.data = layer.weight.data.reshape(*max_val.shape[:2], -1) - layer.weight.data = torch.clamp(layer.weight.data, -max_val, max_val) - layer.weight.data = layer.weight.data.reshape(org_shape) - layer.cpu() - - -def add_scale_weights(model_path, scale_path, tmp_path): - """ - Adds pre-computed Activation Weight Quantization (AWQ) results to a model, - including scaling factors and clipping bounds. - - Args: - model_path (str): Path to the pre-trained model to be equipped with AWQ. - scale_path (str): Path to the AWQ scale factors (.pt file). - tmp_path (str): Path to the temporary directory where the equipped model will be saved. - """ - config = AutoConfig.from_pretrained(model_path, trust_remote_code=True) - model = AutoModelForCausalLM.from_pretrained( - model_path, config=config, trust_remote_code=True - ) - model.eval() - awq_results = torch.load(str(scale_path), map_location="cpu") - apply_scale(model, awq_results["scale"]) - apply_clip(model, awq_results["clip"]) - model.save_pretrained(str(tmp_path)) - os.system(f"cp {str(model_path)}/tokenizer* {str(tmp_path)}") diff --git a/awq-py/requirements.txt b/awq-py/requirements.txt deleted file mode 100644 index 991896116..000000000 --- a/awq-py/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -torch>=2.1.1 -transformers>=4.32.0 diff --git a/docs/llama-star/idea-arch.key b/docs/llama-star/idea-arch.key deleted file mode 100755 index 3e068e7075c2ebb53a270b57c51e9281618d8f29..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 488591 zcmbTd1ymft(=WQXLxA9#EQAo;AvgpJA-Dv04eo)kIKeGQ(BKvzxbNaF2^tm&PVij_ 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zPsb@U3)DLOs9lz)V$vve88vY3}$|MJ%ZdedeYC}r`J^gWGXyugXQVm2eUj~{~(u?Cu<29di&?m zIkP}^7f-T(oE3ln-yqFCc`aF(o?cT}fKY4hqhleH>uL71pIJap_DBF0@YD5*g#}6| zf7Ax+)Afpl6{>@JRLA!8It@AWNk6j!pjP<5kA>htpJu?PYc?A*)Ry_^Sm-^fM;YW2 z^|)Vvkm&I_16i1!j29pq)4z{NI~#2X>emJyy1SM$cF~7!P>C31EiEB*Vd$8IvitvG zo&)}|H$xu@KmgyI2D(hTtZa;I%#1n)dSG2WHbxMDNe_ZD*V8cofLVdu@c(nk|Gsl+ YYX{kr|Fb&=vN5v&;K|4YrG?=C7q_CA!~g&Q diff --git a/kompute b/kompute deleted file mode 160000 index 4565194ed..000000000 --- a/kompute +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 4565194ed7c32d1d2efa32ceab4d3c6cae006306 diff --git a/kompute-shaders/common.comp b/kompute-shaders/common.comp deleted file mode 100644 index 62d62b025..000000000 --- a/kompute-shaders/common.comp +++ /dev/null @@ -1,102 +0,0 @@ -#extension GL_EXT_shader_16bit_storage: require -#extension GL_EXT_shader_8bit_storage: require -#extension GL_EXT_shader_explicit_arithmetic_types_float16: require -#extension GL_EXT_shader_explicit_arithmetic_types_int8: require -#extension GL_EXT_shader_explicit_arithmetic_types_int16: require -#extension GL_EXT_control_flow_attributes: enable -#extension GL_KHR_shader_subgroup_arithmetic : require -#extension GL_EXT_debug_printf : enable - -#define QK4_0 32 -#define QK4_1 32 - -#define GELU_COEF_A 0.044715 -#define SQRT_2_OVER_PI 0.79788456080286535587989211986876 -#define TWOPI_F 6.283185307179586f - -#define QK_K 256 - -#define u8BufToU16(buf, idx) (((uint16_t(buf[idx + 1]) << 8)) | buf[idx]) -#define u8BufToFloat16(buf, idx) uint16BitsToHalf u8BufToU16(buf, idx) -#define u8BufToU32(buf, idx) (((uint32_t u8BufToU16(buf, idx + 2) << 8 | buf[idx + 1]) << 8) | buf[idx]) -#define u8BufToFloat(buf, idx) uintBitsToFloat u8BufToU32(buf, idx) - -#define sizeof_block_q4_0 0x12 -struct block_q4_0 { - float16_t d; - uint8_t qs[QK4_0 / 2]; -}; -mat4 dequantize_q4_0(const block_q4_0 xb, uint il) { - const float d1 = il != 0 ? (xb.d / 16.f) : xb.d; - const float d2 = d1 / 256.f; - const float md = -8.f * xb.d; - const uint16_t mask0 = il != 0 ? uint16_t(0x00F0) : uint16_t(0x000F); - const uint16_t mask1 = mask0 << 8; - - mat4 reg; - for (int i=0;i<8;i++) { - uint16_t b = (uint16_t(xb.qs[2 * i + 1]) << 8) | uint16_t(xb.qs[2 * i]); - reg[i/2][2*(i%2)+0] = d1 * (b & mask0) + md; - reg[i/2][2*(i%2)+1] = d2 * (b & mask1) + md; - } - return reg; -} - -#define sizeof_block_q4_1 0x14 -struct block_q4_1 { - float16_t d; - float16_t m; - uint8_t qs[QK4_1 / 2]; -}; -mat4 dequantize_q4_1(const block_q4_1 xb, uint il) { - const float d1 = il != 0 ? (xb.d / 16.f) : xb.d; - const float d2 = d1 / 256.f; - const float m = xb.m; - const uint16_t mask0 = il != 0 ? uint16_t(0x00F0) : uint16_t(0x000F); - const uint16_t mask1 = mask0 << 8; - - mat4 reg; - for (int i=0;i<8;i++) { - uint16_t b = (uint16_t(xb.qs[2 * i + 1]) << 8) | uint16_t(xb.qs[2 * i]); - reg[i/2][2*(i%2)+0] = ((b & mask0) * d1) + m; - reg[i/2][2*(i%2)+1] = ((b & mask1) * d2) + m; - } - return reg; -} - -#define sizeof_block_q6_k 210 -struct block_q6_k { - uint8_t ql[QK_K/2]; // quants, lower 4 bits - uint8_t qh[QK_K/4]; // quants, upper 2 bits - int8_t scales[QK_K/16]; // scales, quantized with 8 bits - float16_t d; // super-block scale -}; -mat4 dequantize_q6_k(const block_q6_k xb, uint il) { - const float16_t d_all = xb.d; - - const uint qlIndex = 64*(il/8) + 32*((il/2)&1) + 16*(il&1); - const uint qhIndex = 32*(il/8) + 16*(il&1); - float16_t sc = xb.scales[(il%2) + 2 * ((il/2))]; - il = (il/2) & 3; - - const uint16_t kmask1 = il>1 ? uint16_t(il>2 ? 192 : 48) : uint16_t(il>0 ? 12 : 3); - const uint16_t kmask2 = il>1 ? uint8_t(0xF0) : uint8_t(0x0F); - const float16_t coef = il>1 ? float16_t(1.f/16.f) : float16_t(1.f); - const float16_t ml = float16_t(d_all * sc * 32.f); - const float16_t dl = float16_t(d_all * sc * coef); - mat4 reg; - for (int i = 0; i < 16; ++i) { - const float16_t q = (il&1) != 0 ? ((xb.ql[qlIndex + i] & kmask2) | ((xb.qh[qhIndex + i] & kmask1) << 2)) - : ((xb.ql[qlIndex + i] & kmask2) | ((xb.qh[qhIndex + i] & kmask1) << 4)); - reg[i/4][i%4] = dl * q - ml; - } - return reg; -} - - -#define QK8_0 32 -// struct block_q8_0 { -// float16_t d; // delta -// int8_t qs[QK8_0]; // quants -// }; -#define sizeof_block_q8_0 34 diff --git a/kompute-shaders/op_add.comp b/kompute-shaders/op_add.comp deleted file mode 100644 index b7b76a79d..000000000 --- a/kompute-shaders/op_add.comp +++ /dev/null @@ -1,58 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1024) in; - -layout(binding = 0) buffer restrict readonly tensorInA { float inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { float inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb00; - int nb01; - int nb02; - int nb03; - int ne10; - int ne11; - int ne12; - int ne13; - int nb10; - int nb11; - int nb12; - int nb13; - int ne0; - int nb0; - int nb1; - int nb2; - int nb3; - //int offs; // TODO: needed for GGML_OP_ACC, see metal code -} pcs; - -// general-purpose kernel for addition of two tensors -// pros: works for non-contiguous tensors, supports broadcast across dims 1, 2 and 3 -// cons: not very efficient -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const uint i13 = i03 % pcs.ne13; - const uint i12 = i02 % pcs.ne12; - const uint i11 = i01 % pcs.ne11; - - int offs = 0; // TMP (see above) - - uint src0_off = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01 + offs) / 4); - uint src1_off = uint((i13*pcs.nb13 + i12*pcs.nb12 + i11*pcs.nb11 ) / 4); - uint dst_off = uint((i03*pcs.nb3 + i02*pcs.nb2 + i01*pcs.nb1 + offs) / 4); - - for (uint i0 = gl_LocalInvocationID.x; i0 < pcs.ne0; i0 += gl_WorkGroupSize.x) { - const uint i10 = i0 % pcs.ne10; - out_[pcs.outOff + dst_off + i0] = inA[pcs.inAOff + src0_off + i0] + inB[pcs.inBOff + src1_off + i10]; - } -} diff --git a/kompute-shaders/op_addrow.comp b/kompute-shaders/op_addrow.comp deleted file mode 100644 index 2376a6b8f..000000000 --- a/kompute-shaders/op_addrow.comp +++ /dev/null @@ -1,25 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorInA { float inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { float inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inAOff; - uint inBOff; - uint outOff; - uint row; -} pcs; - -void main() { - const uint baseIndex = gl_WorkGroupID.x * 4; - - for (uint x = 0; x < 4; x++) { - const uint i = baseIndex + x; - out_[i + pcs.outOff] = inA[i + pcs.inAOff] + inB[(i % pcs.row) + pcs.inBOff]; - } -} diff --git a/kompute-shaders/op_cpy_f16_f16.comp b/kompute-shaders/op_cpy_f16_f16.comp deleted file mode 100644 index d57247d2d..000000000 --- a/kompute-shaders/op_cpy_f16_f16.comp +++ /dev/null @@ -1,52 +0,0 @@ -#version 450 - -#include "common.comp" - -#define IN_TYPE float16_t -#define IN_TYPE_SIZE 2 -#define OUT_TYPE float16_t -#define OUT_TYPE_SIZE 2 - -layout(local_size_x = 1024) in; - -layout (binding = 0) readonly buffer tensorIn { IN_TYPE in_[]; }; -layout (binding = 1) writeonly buffer tensorOut { OUT_TYPE out_[]; }; - -layout (push_constant) uniform parameter { - uint inOff; - uint outOff; - int ne00; - int ne01; - int ne02; - uint nb00; - uint nb01; - uint nb02; - uint nb03; - int ne0; - int ne1; - int ne2; - uint nb0; - uint nb1; - uint nb2; - uint nb3; -} pcs; - -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const int n = int(i03)*pcs.ne02*pcs.ne01*pcs.ne00 + int(i02)*pcs.ne01*pcs.ne00 + int(i01)*pcs.ne00; - - const int i3 = n / (pcs.ne2*pcs.ne1*pcs.ne0); - const int i2 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0) / (pcs.ne1*pcs.ne0); - const int i1 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0) / pcs.ne0; - const int i0 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0 - i1*pcs.ne0); - - const uint dst_data = (i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / OUT_TYPE_SIZE + pcs.outOff; // Based from out_ - - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - const uint src = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01 + i00*pcs.nb00) / IN_TYPE_SIZE) + pcs.inOff; // Based from in_ - out_[dst_data+i00] = OUT_TYPE(in_[src]); - } -} diff --git a/kompute-shaders/op_cpy_f16_f32.comp b/kompute-shaders/op_cpy_f16_f32.comp deleted file mode 100644 index b568bcd7b..000000000 --- a/kompute-shaders/op_cpy_f16_f32.comp +++ /dev/null @@ -1,52 +0,0 @@ -#version 450 - -#include "common.comp" - -#define IN_TYPE float16_t -#define IN_TYPE_SIZE 2 -#define OUT_TYPE float -#define OUT_TYPE_SIZE 4 - -layout(local_size_x = 1024) in; - -layout (binding = 0) readonly buffer tensorIn { IN_TYPE in_[]; }; -layout (binding = 1) writeonly buffer tensorOut { OUT_TYPE out_[]; }; - -layout (push_constant) uniform parameter { - uint inOff; - uint outOff; - int ne00; - int ne01; - int ne02; - uint nb00; - uint nb01; - uint nb02; - uint nb03; - int ne0; - int ne1; - int ne2; - uint nb0; - uint nb1; - uint nb2; - uint nb3; -} pcs; - -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const int n = int(i03)*pcs.ne02*pcs.ne01*pcs.ne00 + int(i02)*pcs.ne01*pcs.ne00 + int(i01)*pcs.ne00; - - const int i3 = n / (pcs.ne2*pcs.ne1*pcs.ne0); - const int i2 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0) / (pcs.ne1*pcs.ne0); - const int i1 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0) / pcs.ne0; - const int i0 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0 - i1*pcs.ne0); - - const uint dst_data = (i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / OUT_TYPE_SIZE + pcs.outOff; // Based from out_ - - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - const uint src = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01 + i00*pcs.nb00) / IN_TYPE_SIZE) + pcs.inOff; // Based from in_ - out_[dst_data+i00] = OUT_TYPE(in_[src]); - } -} diff --git a/kompute-shaders/op_cpy_f32_f16.comp b/kompute-shaders/op_cpy_f32_f16.comp deleted file mode 100644 index 99b228343..000000000 --- a/kompute-shaders/op_cpy_f32_f16.comp +++ /dev/null @@ -1,52 +0,0 @@ -#version 450 - -#include "common.comp" - -#define IN_TYPE float -#define IN_TYPE_SIZE 4 -#define OUT_TYPE float16_t -#define OUT_TYPE_SIZE 2 - -layout(local_size_x = 1024) in; - -layout (binding = 0) readonly buffer tensorIn { IN_TYPE in_[]; }; -layout (binding = 1) writeonly buffer tensorOut { OUT_TYPE out_[]; }; - -layout (push_constant) uniform parameter { - uint inOff; - uint outOff; - int ne00; - int ne01; - int ne02; - uint nb00; - uint nb01; - uint nb02; - uint nb03; - int ne0; - int ne1; - int ne2; - uint nb0; - uint nb1; - uint nb2; - uint nb3; -} pcs; - -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const int n = int(i03)*pcs.ne02*pcs.ne01*pcs.ne00 + int(i02)*pcs.ne01*pcs.ne00 + int(i01)*pcs.ne00; - - const int i3 = n / (pcs.ne2*pcs.ne1*pcs.ne0); - const int i2 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0) / (pcs.ne1*pcs.ne0); - const int i1 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0) / pcs.ne0; - const int i0 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0 - i1*pcs.ne0); - - const uint dst_data = (i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / OUT_TYPE_SIZE + pcs.outOff; // Based from out_ - - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - const uint src = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01 + i00*pcs.nb00) / IN_TYPE_SIZE) + pcs.inOff; // Based from in_ - out_[dst_data+i00] = OUT_TYPE(in_[src]); - } -} diff --git a/kompute-shaders/op_cpy_f32_f32.comp b/kompute-shaders/op_cpy_f32_f32.comp deleted file mode 100644 index 2fc998492..000000000 --- a/kompute-shaders/op_cpy_f32_f32.comp +++ /dev/null @@ -1,52 +0,0 @@ -#version 450 - -#include "common.comp" - -#define IN_TYPE float -#define IN_TYPE_SIZE 4 -#define OUT_TYPE float -#define OUT_TYPE_SIZE 4 - -layout(local_size_x = 1024) in; - -layout (binding = 0) readonly buffer tensorIn { IN_TYPE in_[]; }; -layout (binding = 1) writeonly buffer tensorOut { OUT_TYPE out_[]; }; - -layout (push_constant) uniform parameter { - uint inOff; - uint outOff; - int ne00; - int ne01; - int ne02; - uint nb00; - uint nb01; - uint nb02; - uint nb03; - int ne0; - int ne1; - int ne2; - uint nb0; - uint nb1; - uint nb2; - uint nb3; -} pcs; - -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const int n = int(i03)*pcs.ne02*pcs.ne01*pcs.ne00 + int(i02)*pcs.ne01*pcs.ne00 + int(i01)*pcs.ne00; - - const int i3 = n / (pcs.ne2*pcs.ne1*pcs.ne0); - const int i2 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0) / (pcs.ne1*pcs.ne0); - const int i1 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0) / pcs.ne0; - const int i0 = (n - i3*pcs.ne2*pcs.ne1*pcs.ne0 - i2*pcs.ne1*pcs.ne0 - i1*pcs.ne0); - - const uint dst_data = (i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / OUT_TYPE_SIZE + pcs.outOff; // Based from out_ - - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - const uint src = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01 + i00*pcs.nb00) / IN_TYPE_SIZE) + pcs.inOff; // Based from in_ - out_[dst_data+i00] = OUT_TYPE(in_[src]); - } -} diff --git a/kompute-shaders/op_diagmask.comp b/kompute-shaders/op_diagmask.comp deleted file mode 100644 index 291c3fc18..000000000 --- a/kompute-shaders/op_diagmask.comp +++ /dev/null @@ -1,30 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; - uint n_past; - int ne00; - int ne01; -} pcs; - -void main() { - const uint i02 = gl_WorkGroupID.z; - const uint i01 = gl_WorkGroupID.y; - const uint i00 = gl_WorkGroupID.x; - - const uint index = i02*pcs.ne01*pcs.ne00 + i01*pcs.ne00 + i00; - - if (i00 > pcs.n_past + i01) { - out_[index + pcs.outOff] = uintBitsToFloat(0xFF800000); - } else { - out_[index + pcs.outOff] = in_[index + pcs.inOff]; - } -} diff --git a/kompute-shaders/op_gelu.comp b/kompute-shaders/op_gelu.comp deleted file mode 100644 index 9d8c53710..000000000 --- a/kompute-shaders/op_gelu.comp +++ /dev/null @@ -1,22 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; -} pcs; - -void main() { - const uint baseIndex = gl_WorkGroupID.x * 8; - - for (uint x = 0; x < 8; x++) { - const uint i = baseIndex + x; - const float y = in_[i + pcs.inOff]; - out_[i + pcs.outOff] = 0.5*y*(1.0 + tanh(clamp(SQRT_2_OVER_PI*y*(1.0 + GELU_COEF_A*y*y), -15.0, 15.0))); - } -} diff --git a/kompute-shaders/op_getrows.comp b/kompute-shaders/op_getrows.comp deleted file mode 100644 index 1a5581b23..000000000 --- a/kompute-shaders/op_getrows.comp +++ /dev/null @@ -1,17 +0,0 @@ -void main() { - const uint i = gl_WorkGroupID.x; - const int r = inB[i + pcs.inBOff]; - - int z = 0; - for (uint ind = gl_LocalInvocationID.x; ind < pcs.ne00/16; ind += gl_WorkGroupSize.x) { - const uint inIndex = (r * pcs.nb01 + pcs.inAOff) + ind/NL * SIZE_OF_BLOCK; - const mat4 result = dequantize_block(inIndex, ind%NL); - for (uint j = 0; j < 4; ++j) { - for (uint k = 0; k < 4; ++k) { - const uint outIndex = i * pcs.nb1/BYTES_FOR_TYPE + pcs.outOff + z; - out_[outIndex] = result[j][k]; - ++z; - } - } - } -} diff --git a/kompute-shaders/op_getrows_f16.comp b/kompute-shaders/op_getrows_f16.comp deleted file mode 100644 index 48c936108..000000000 --- a/kompute-shaders/op_getrows_f16.comp +++ /dev/null @@ -1,31 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout (binding = 0) readonly buffer tensorInA { float16_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { int inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb01; - int nb1; -} pcs; - -void dequantize_row_f16(uint x /*Based from inA unaligned*/, uint y /*Based from out_*/, int k) { - for (int j = 0; j < k; j++) { - out_[y + j] = inA[x + j]; - } -} - -void main() { - const uint i = gl_WorkGroupID.x; - const int r = inB[i + pcs.inBOff]; - - dequantize_row_f16(r*pcs.nb01/2/*bytes for float16*/ + pcs.inAOff, i*pcs.nb1/4 + pcs.outOff, pcs.ne00); -} diff --git a/kompute-shaders/op_getrows_q4_0.comp b/kompute-shaders/op_getrows_q4_0.comp deleted file mode 100644 index 32b2e891e..000000000 --- a/kompute-shaders/op_getrows_q4_0.comp +++ /dev/null @@ -1,38 +0,0 @@ -#version 450 - -#include "common.comp" - -#define NL 2 -#define BYTES_FOR_TYPE 4 /*bytes for float*/ -#define SIZE_OF_BLOCK sizeof_block_q4_0 - -layout(local_size_x = 1) in; - -layout (binding = 0) readonly buffer tensorInA { uint8_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { int inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb01; - int nb1; -} pcs; - -block_q4_0 get_unaligned_block_q4_0(uint index) { - block_q4_0 fres; - fres.d = u8BufToFloat16(inA, index); - [[unroll]] for (uint it = 0; it != QK4_0 / 2; it++) { - fres.qs[it] = inA[index+2+it]; - } - return fres; -} - -mat4 dequantize_block(uint index, uint il) { - const block_q4_0 block = get_unaligned_block_q4_0(index); - return dequantize_q4_0(block, il); -} - -#include "op_getrows.comp" diff --git a/kompute-shaders/op_getrows_q4_1.comp b/kompute-shaders/op_getrows_q4_1.comp deleted file mode 100644 index 87f2fbe17..000000000 --- a/kompute-shaders/op_getrows_q4_1.comp +++ /dev/null @@ -1,39 +0,0 @@ -#version 450 - -#include "common.comp" - -#define NL 2 -#define BYTES_FOR_TYPE 4 /*bytes for float*/ -#define SIZE_OF_BLOCK sizeof_block_q4_1 - -layout(local_size_x = 1) in; - -layout (binding = 0) readonly buffer tensorInA { uint8_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { int inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb01; - int nb1; -} pcs; - -block_q4_1 get_unaligned_block_q4_1(uint index) { - block_q4_1 fres; - fres.d = u8BufToFloat16(inA, index); - fres.m = u8BufToFloat16(inA, index+2); - [[unroll]] for (uint it = 0; it != QK4_1 / 2; it++) { - fres.qs[it] = inA[index+4+it]; - } - return fres; -} - -mat4 dequantize_block(uint index, uint il) { - const block_q4_1 block = get_unaligned_block_q4_1(index); - return dequantize_q4_1(block, il); -} - -#include "op_getrows.comp" diff --git a/kompute-shaders/op_getrows_q6_k.comp b/kompute-shaders/op_getrows_q6_k.comp deleted file mode 100644 index 9ce3545d1..000000000 --- a/kompute-shaders/op_getrows_q6_k.comp +++ /dev/null @@ -1,44 +0,0 @@ -#version 450 - -#include "common.comp" - -#define NL 16 -#define BYTES_FOR_TYPE 4 /*bytes for float*/ -#define SIZE_OF_BLOCK sizeof_block_q6_k - -layout(local_size_x = 1) in; - -layout (binding = 0) readonly buffer tensorInA { uint8_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { int inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb01; - int nb1; -} pcs; - -block_q6_k get_unaligned_block_q6_k(uint index) { - block_q6_k fres; - [[unroll]] for (uint it = 0; it != QK_K / 2; it++) { - fres.ql[it] = inA[index + it]; - } - [[unroll]] for (uint it = 0; it != QK_K / 4; it++) { - fres.qh[it] = inA[index + QK_K/2 + it]; - } - [[unroll]] for (uint it = 0; it != QK_K / 16; it++) { - fres.scales[it] = int8_t(inA[index + QK_K/2 + QK_K/4 + it]); - } - fres.d = u8BufToFloat16(inA, index + QK_K/2 + QK_K/4 + QK_K/16); - return fres; -} - -mat4 dequantize_block(uint index, uint il) { - const block_q6_k block = get_unaligned_block_q6_k(index); - return dequantize_q6_k(block, il); -} - -#include "op_getrows.comp" diff --git a/kompute-shaders/op_mul.comp b/kompute-shaders/op_mul.comp deleted file mode 100644 index c92647c4d..000000000 --- a/kompute-shaders/op_mul.comp +++ /dev/null @@ -1,52 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1024) in; - -layout(binding = 0) buffer restrict readonly tensorInA { float inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { float inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int nb00; - int nb01; - int nb02; - int nb03; - int ne10; - int ne11; - int ne12; - int ne13; - int nb10; - int nb11; - int nb12; - int nb13; - int ne0; - int nb0; - int nb1; - int nb2; - int nb3; -} pcs; - -void main() { - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const uint i13 = i03 % pcs.ne13; - const uint i12 = i02 % pcs.ne12; - const uint i11 = i01 % pcs.ne11; - - uint src0_off = uint((i03*pcs.nb03 + i02*pcs.nb02 + i01*pcs.nb01) / 4); - uint src1_off = uint((i13*pcs.nb13 + i12*pcs.nb12 + i11*pcs.nb11) / 4); - uint dst_off = uint((i03*pcs.nb3 + i02*pcs.nb2 + i01*pcs.nb1) / 4); - - for (uint i0 = gl_LocalInvocationID.x; i0 < pcs.ne0; i0 += gl_WorkGroupSize.x) { - const uint i10 = i0 % pcs.ne10; - out_[pcs.outOff + dst_off + i0] = inA[pcs.inAOff + src0_off + i0] * inB[pcs.inBOff + src1_off + i10]; - } -} diff --git a/kompute-shaders/op_mul_mat_f16.comp b/kompute-shaders/op_mul_mat_f16.comp deleted file mode 100644 index 8f0a9031f..000000000 --- a/kompute-shaders/op_mul_mat_f16.comp +++ /dev/null @@ -1,67 +0,0 @@ -#version 450 - -#include "common.comp" - -#extension GL_KHR_shader_subgroup_arithmetic : require - -layout(local_size_x_id = 0) in; - -layout (binding = 0) readonly buffer tensorInA { float16_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { float inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int ne01; - int ne02; - uint nb00; - uint nb01; - uint nb02; - int ne10; - int ne11; - int ne12; - uint nb10; - uint nb11; - uint nb12; - int ne0; - int ne1; - uint r2; - uint r3; -} pcs; - -#define N_F16_F32 4 - -void main() { - const uint r0 = gl_WorkGroupID.x; - const uint rb = gl_WorkGroupID.y*N_F16_F32; - const uint im = gl_WorkGroupID.z; - - const uint i12 = im%pcs.ne12; - const uint i13 = im/pcs.ne12; - - const uint offset0 = r0*pcs.nb01 + (i12/pcs.r2)*pcs.nb02 + (i13/pcs.r3)*pcs.nb02*pcs.ne02; - - const uint x = offset0 / 2 + pcs.inAOff; // Based from inA - - for (uint row = 0; row < N_F16_F32; ++row) { - uint r1 = rb + row; - if (r1 >= pcs.ne11) { - break; - } - - const uint y = (r1*pcs.nb11 + im*pcs.nb12) / 4 + pcs.inBOff; // Based from inB - - float sumf = 0; - for (uint i = gl_SubgroupInvocationID.x; i < pcs.ne00; i += gl_SubgroupSize) { - sumf += float(inA[x+i]) * float(inB[y+i]); - } - - const float all_sum = subgroupAdd(sumf); - if (subgroupElect()) { - out_[im*pcs.ne1*pcs.ne0 + r1*pcs.ne0 + r0 + pcs.outOff] = all_sum; - } - } -} diff --git a/kompute-shaders/op_mul_mat_mat_f32.comp b/kompute-shaders/op_mul_mat_mat_f32.comp deleted file mode 100644 index d1ca4ad6c..000000000 --- a/kompute-shaders/op_mul_mat_mat_f32.comp +++ /dev/null @@ -1,51 +0,0 @@ -#version 450 - -#include "common.comp" - -#extension GL_KHR_shader_subgroup_arithmetic : require -#extension GL_EXT_debug_printf : enable - -// device subgroup size -layout (local_size_x_id = 0) in; - -layout(binding = 0) readonly buffer tensorInA { float inA[]; }; -layout(binding = 1) readonly buffer tensorInB { float inB[]; }; -layout(binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout(push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int ne01; - int ne02; - int ne11; - int ne12; - uint nb01; - uint nb02; - uint nb11; - uint nb12; - uint nb1; - uint nb2; -} -pcs; - - -void main() { - uvec3 gid = gl_WorkGroupID; - - uint bc_ab = pcs.ne12 > pcs.ne02 ? gid.z / (pcs.ne12 / pcs.ne02) : gid.z; - uint bc_ba = pcs.ne02 > pcs.ne12 ? gid.z / (pcs.ne02 / pcs.ne12) : gid.z; - - const uint x = (gid.x*pcs.nb01 + bc_ab*pcs.nb02) / 4 + pcs.inAOff; // Based from inA - const uint y = (gid.y*pcs.nb11 + bc_ba*pcs.nb12) / 4 + pcs.inBOff; // based from inB - float sum = 0.0f; - for (uint i = gl_SubgroupInvocationID.x; i < pcs.ne00; i += gl_SubgroupSize) { - sum += float(inA[x+i]) * float(inB[y+i]); - } - - const float all_sum = subgroupAdd(sum); - if (subgroupElect()) { - out_[gid.z*(pcs.nb2/4) + gid.y*(pcs.nb1/4) + gid.x + pcs.outOff] = all_sum; - } -} diff --git a/kompute-shaders/op_mul_mat_q4_0.comp b/kompute-shaders/op_mul_mat_q4_0.comp deleted file mode 100644 index b0cea8bbe..000000000 --- a/kompute-shaders/op_mul_mat_q4_0.comp +++ /dev/null @@ -1,33 +0,0 @@ -#version 450 - -#include "common.comp" - -#define BLOCKS_IN_QUANT QK4_0 -#define SIZE_OF_BLOCK sizeof_block_q4_0 -#define N_ROWS 4 - -#include "op_mul_mv_q_n_pre.comp" - -// The q4_0 version of this function -float block_q_n_dot_y(uint block_index, uint yb, uint il) { - vec2 acc = vec2(0.0, 0.0); - const uint index = (block_index) * SIZE_OF_BLOCK + pcs.inAOff; - float d = float(u8BufToFloat16(inA, index)); - float sumy = 0.0f; - for (int i = 0; i < BLOCKS_IN_QUANT/4; i+=2) { - const uint16_t b = u8BufToU16(inA, index + 2 + il + i); - - const float yl0 = inB[yb + i]; - const float yl1 = inB[yb + i + 1]; - const float yl8 = inB[yb + i + BLOCKS_IN_QUANT/2]; - const float yl9 = inB[yb + i + BLOCKS_IN_QUANT/2 + 1]; - - sumy += yl0 + yl1 + yl8 + yl9; - - acc[0] += yl0 * (b & 0x000F) + yl1 / 256.f * (b & 0x0F00); - acc[1] += yl8 / 16.f * (b & 0x00F0) + yl9 / 4096.f * (b & 0xF000); - } - return d * (sumy * -8.f + acc[0] + acc[1]); -} - -#include "op_mul_mv_q_n.comp" diff --git a/kompute-shaders/op_mul_mat_q4_1.comp b/kompute-shaders/op_mul_mat_q4_1.comp deleted file mode 100644 index 8582c61a3..000000000 --- a/kompute-shaders/op_mul_mat_q4_1.comp +++ /dev/null @@ -1,35 +0,0 @@ -#version 450 - -#include "common.comp" - -#define BLOCKS_IN_QUANT QK4_1 -#define SIZE_OF_BLOCK sizeof_block_q4_1 -#define N_ROWS 4 - -#include "op_mul_mv_q_n_pre.comp" - -// The q4_1 version of this function -float block_q_n_dot_y(uint block_index, uint yb, uint il) { - vec2 acc = vec2(0.0, 0.0); - const uint index = (block_index) * SIZE_OF_BLOCK + pcs.inAOff; - float d = float(u8BufToFloat16(inA, index)); - float m = float(u8BufToFloat16(inA, index+2)); - - float sumy = 0.0f; - for (int i = 0; i < BLOCKS_IN_QUANT/4; i+=2) { - const uint16_t b = u8BufToU16(inA, index + 4 + il + i); - - const float yl0 = inB[yb + i]; - const float yl1 = inB[yb + i + 1]; - const float yl8 = inB[yb + i + BLOCKS_IN_QUANT/2]; - const float yl9 = inB[yb + i + BLOCKS_IN_QUANT/2 + 1]; - - sumy += yl0 + yl1 + yl8 + yl9; - - acc[0] += yl0 * (b & 0x000F) + yl1 / 256.f * (b & 0x0F00); - acc[1] += yl8 / 16.f * (b & 0x00F0) + yl9 / 4096.f * (b & 0xF000); - } - return d * (acc[0] + acc[1]) + sumy * m; -} - -#include "op_mul_mv_q_n.comp" diff --git a/kompute-shaders/op_mul_mat_q6_k.comp b/kompute-shaders/op_mul_mat_q6_k.comp deleted file mode 100644 index c9baebdf4..000000000 --- a/kompute-shaders/op_mul_mat_q6_k.comp +++ /dev/null @@ -1,94 +0,0 @@ -#version 450 - -#include "common.comp" - -#define SIZE_OF_BLOCK sizeof_block_q6_k - -layout(local_size_x_id = 0) in; -layout(local_size_y_id = 1) in; -layout(local_size_z = 1) in; - -layout (binding = 0) readonly buffer tensorInA { uint8_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { float inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int ne10; - int ne0; - int ne1; - int ne01; - int gqa; -} pcs; - -void main() { - const uint8_t kmask1 = uint8_t(0x03); - const uint8_t kmask2 = uint8_t(0x0C); - const uint8_t kmask3 = uint8_t(0x30); - const uint8_t kmask4 = uint8_t(0xC0); - - const uint nb = pcs.ne00/QK_K; - - const uint r0 = gl_WorkGroupID.x; - const uint r1 = gl_WorkGroupID.y; - const uint r2 = gl_WorkGroupID.z; - - const uint row = (r0 * gl_NumSubgroups + gl_SubgroupID); - const uint offset0 = r2/pcs.gqa*(nb*pcs.ne0); - const uint x = row * nb + offset0; // Based from inA without base offset - const uint yy = r1*pcs.ne10 + r2*pcs.ne00*pcs.ne1+pcs.inBOff; // Based from inB - - float sumf = 0; - - // bits of invocation ID for gl_SubgroupSize=32: - // x x x x x - // 4 3 2 1 0 - // ( tid ) ix - // ip ( il ) - - const uint block_stride = gl_SubgroupSize / 16; // number of blocks each subgroup processes - const uint tid = gl_SubgroupInvocationID/block_stride; // first block_stride groups have tid=0 - const uint ix = gl_SubgroupInvocationID%block_stride; // first block is 0..block_stride-1 - const uint ip = tid/8; // first or second half of block (0 or 1) - const uint il = tid%8; // each half has 8 parts, one per scale - const uint n = 4; // 4 scales at a time (and 4 sums) - const uint l0 = n*il; // offset into half-block, 0..28 - const uint is = 8*ip + l0/16; // 0, 1, 8, 9 - - const uint y_offset = 128*ip + l0; - const uint q_offset_l = 64*ip + l0; - const uint q_offset_h = 32*ip + l0; - - for (uint i = ix; i < nb; i += block_stride) { - - const uint baseIndex = (x + i) * SIZE_OF_BLOCK + pcs.inAOff; - - const uint qlIndex = q_offset_l; - const uint q2Index = qlIndex + QK_K/8; - const uint qhIndex = q_offset_h; - const uint y = yy + i * QK_K + y_offset; - - float sums[4] = {0.0f, 0.0f, 0.0f, 0.0f}; - for (uint l = 0; l < n; ++l) { - const uint8_t currentQ1 = inA[baseIndex + qlIndex + l]; - const uint8_t currentQ2 = inA[baseIndex + q2Index + l]; - const uint8_t currentQh = inA[baseIndex + QK_K/2 + qhIndex + l]; - - sums[0] += inB[y+l+ 0] * (int8_t((currentQ1 & 0xF) | ((currentQh & kmask1) << 4)) - 32); - sums[1] += inB[y+l+32] * (int8_t((currentQ2 & 0xF) | ((currentQh & kmask2) << 2)) - 32); - sums[2] += inB[y+l+64] * (int8_t((currentQ1 >> 4) | ((currentQh & kmask3) << 0)) - 32); - sums[3] += inB[y+l+96] * (int8_t((currentQ2 >> 4) | ((currentQh & kmask4) >> 2)) - 32); - } - - float d = u8BufToFloat16(inA, baseIndex + QK_K/2 + QK_K/4 + QK_K/16); - sumf += d * (sums[0] * int8_t(inA[baseIndex + QK_K/2 + QK_K/4 + is]) + sums[1] * int8_t(inA[baseIndex + QK_K/2 + QK_K/4 + 2 + is]) + sums[2] * int8_t(inA[baseIndex + QK_K/2 + QK_K/4 + 4 + is]) + sums[3] * int8_t(inA[baseIndex + QK_K/2 + QK_K/4 + 6 + is])); - } - - const float tot = subgroupAdd(sumf); - if (subgroupElect()) { - out_[r1*pcs.ne0 + r2*pcs.ne0*pcs.ne1 + row + pcs.outOff] = tot; - } -} diff --git a/kompute-shaders/op_mul_mat_q8_0.comp b/kompute-shaders/op_mul_mat_q8_0.comp deleted file mode 100644 index 34d015e90..000000000 --- a/kompute-shaders/op_mul_mat_q8_0.comp +++ /dev/null @@ -1,73 +0,0 @@ -#version 450 - -#include "common.comp" - -#include "op_mul_mv_q_n_pre.comp" - -#define SIZE_OF_D 2 - -#define N_DST 4 // each SIMD group works on 4 rows -#define N_SIMDGROUP 2 // number of SIMD groups in a thread group -#define N_SIMDWIDTH 32 // assuming SIMD group size is 32 - -#define NB_Q8_0 8 - -void main() { - // NB: hack to make compatible with AMD GPUs that have a subgroup size of 64 - if (gl_SubgroupInvocationID > 31) - return; - - const int nr = N_DST; - const int nsg = N_SIMDGROUP; - const int nw = N_SIMDWIDTH; - - const int nb = pcs.ne00/QK8_0; - const uint r0 = gl_WorkGroupID.x; - const uint r1 = gl_WorkGroupID.y; - const uint im = gl_WorkGroupID.z; - - const uint first_row = (r0 * nsg + gl_SubgroupID) * nr; - - const uint i12 = im%pcs.ne12; - const uint i13 = im/pcs.ne12; - - const uint offset0 = first_row * nb + (i12/pcs.r2)*(nb*pcs.ne01) + (i13/pcs.r3)*(nb*pcs.ne01*pcs.ne02); - - const uint x = offset0*sizeof_block_q8_0 + pcs.inAOff; // Based from inA - const uint y = r1*pcs.ne10 + im*pcs.ne00*pcs.ne1 + pcs.inBOff; // based from inB - - float yl[NB_Q8_0]; - float sumf[N_DST]={0.f, 0.f, 0.f, 0.f}; - - const uint ix = gl_SubgroupInvocationID.x/4; - const uint il = gl_SubgroupInvocationID.x%4; - - uint yb = y + ix * QK8_0 + NB_Q8_0*il; - - // each thread in a SIMD group deals with NB_Q8_0 quants at a time - for (uint ib = ix; ib < nb; ib += nw/4) { - for (int i = 0; i < NB_Q8_0; ++i) { - yl[i] = inB[yb + i]; - } - - for (int row = 0; row < nr; row++) { - const uint block_offset = (ib+row*nb) * sizeof_block_q8_0; - float sumq = 0.f; - for (int iq = 0; iq < NB_Q8_0; ++iq) { - const int8_t qs_iq = int8_t(inA[x + block_offset + SIZE_OF_D + NB_Q8_0*il + iq]); - sumq += qs_iq * yl[iq]; - } - const float16_t d = u8BufToFloat16(inA, x + block_offset); - sumf[row] += sumq*d; - } - - yb += NB_Q8_0 * nw; - } - - for (int row = 0; row < nr; ++row) { - const float tot = subgroupAdd(sumf[row]); - if (subgroupElect() && first_row + row < pcs.ne01) { - out_[r1*pcs.ne0 + im*pcs.ne0*pcs.ne1 + first_row + row] = tot; - } - } -} diff --git a/kompute-shaders/op_mul_mv_q_n.comp b/kompute-shaders/op_mul_mv_q_n.comp deleted file mode 100644 index 440b5ab2c..000000000 --- a/kompute-shaders/op_mul_mv_q_n.comp +++ /dev/null @@ -1,48 +0,0 @@ -void main() { - // NB: hack to make compatible with AMD GPUs that have a subgroup size of 64 - if (gl_SubgroupInvocationID > 31) - return; - - const uint nb = uint(pcs.ne00/BLOCKS_IN_QUANT); - - const uint r0 = gl_WorkGroupID.x; - const uint r1 = gl_WorkGroupID.y; - const uint im = gl_WorkGroupID.z; - - const uint first_row = (r0 * gl_NumSubgroups + gl_SubgroupID) * N_ROWS; - - const uint i12 = im%pcs.ne12; - const uint i13 = im/pcs.ne12; - - const uint offset0 = first_row * nb + (i12/pcs.r2)*(nb*pcs.ne01) + (i13/pcs.r3)*(nb*pcs.ne01*pcs.ne02); - - const uint x = offset0; // Based from inA without base offset - const uint y = r1*uint(pcs.ne10)+im*pcs.ne00*pcs.ne1+pcs.inBOff; // Based from inB - - float sumf[N_ROWS] = {0.0f, 0.0f, 0.0f, 0.0f}; - - const uint ix = gl_SubgroupInvocationID/2; - const uint il = (BLOCKS_IN_QUANT/4)*(gl_SubgroupInvocationID%2); - - uint yb = y + ix * BLOCKS_IN_QUANT + il; - - //debugPrintfEXT("gl_NumSubgroups=%d, gl_SubgroupID=%d, gl_SubgroupInvocationID=%d, glSubgroupSize=%d, gl_WorkGroupSize.x=%d, gl_WorkGroupSize.y=%d, gl_WorkGroupSize.z=%d\n", - // gl_NumSubgroups, gl_SubgroupID, gl_SubgroupInvocationID, gl_SubgroupSize, - // gl_WorkGroupSize.x, gl_WorkGroupSize.y, gl_WorkGroupSize.z); - - for (uint ib = ix; ib < nb; ib += 16) { - for (int row = 0; row < N_ROWS; row++) { - const uint block_index = x + ib + row * nb; - sumf[row] += block_q_n_dot_y(block_index, yb, il); - } - - yb += BLOCKS_IN_QUANT * 16; - } - - for (int row = 0; row < N_ROWS; ++row) { - const float tot = subgroupAdd(sumf[row]); - if (first_row + row < pcs.ne01 && subgroupElect()) { - out_[r1*pcs.ne0 + im*pcs.ne0*pcs.ne1 + first_row + row + pcs.outOff] = tot; - } - } -} diff --git a/kompute-shaders/op_mul_mv_q_n_pre.comp b/kompute-shaders/op_mul_mv_q_n_pre.comp deleted file mode 100644 index 7912b09ac..000000000 --- a/kompute-shaders/op_mul_mv_q_n_pre.comp +++ /dev/null @@ -1,22 +0,0 @@ -layout(local_size_x_id = 0) in; -layout(local_size_y = 1) in; -layout(local_size_z = 1) in; - -layout (binding = 0) readonly buffer tensorInA { uint8_t inA[]; }; -layout (binding = 1) readonly buffer tensorInB { float inB[]; }; -layout (binding = 2) writeonly buffer tensorOut { float out_[]; }; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int ne01; - int ne02; - int ne10; - int ne12; - int ne0; - int ne1; - uint r2; - uint r3; -} pcs; diff --git a/kompute-shaders/op_norm.comp b/kompute-shaders/op_norm.comp deleted file mode 100644 index ad0c3c01b..000000000 --- a/kompute-shaders/op_norm.comp +++ /dev/null @@ -1,84 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 256) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; - uint ne00; - uint nb01; - float eps; -} pcs; - -shared float sum[gl_WorkGroupSize.x]; - -void main() { - const uint x = (gl_WorkGroupID.x*pcs.nb01/4) + pcs.inOff; // Based from in_ - // MEAN - // parallel sum - sum[gl_LocalInvocationID.x] = 0.0; - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - sum[gl_LocalInvocationID.x] += in_[x+i00]; - } - - // reduce - barrier(); - memoryBarrierShared(); - [[unroll]] for (uint i = gl_WorkGroupSize.x/2; i > 0; i /= 2) { - if (gl_LocalInvocationID.x < i) { - sum[gl_LocalInvocationID.x] += sum[gl_LocalInvocationID.x + i]; - } - barrier(); - memoryBarrierShared(); - } - - // broadcast - if (gl_LocalInvocationID.x == 0) { - sum[0] /= float(pcs.ne00); - } - barrier(); - memoryBarrierShared(); - const float mean = sum[0]; - - // recenter - const uint y = (gl_WorkGroupID.x*pcs.ne00) + pcs.outOff; // Based from out_ - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - out_[y+i00] = in_[x+i00] - mean; - } - - // VARIANCE - // parallel sum - sum[gl_LocalInvocationID.x] = 0.0; - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - sum[gl_LocalInvocationID.x] += out_[y+i00] * out_[y+i00]; - } - - // reduce - barrier(); - memoryBarrierShared(); - [[unroll]] for (uint i = gl_WorkGroupSize.x/2; i > 0; i /= 2) { - if (gl_LocalInvocationID.x < i) { - sum[gl_LocalInvocationID.x] += sum[gl_LocalInvocationID.x + i]; - } - barrier(); - memoryBarrierShared(); - } - - // broadcast - if (gl_LocalInvocationID.x == 0) { - sum[0] /= float(pcs.ne00); - } - barrier(); - memoryBarrierShared(); - const float variance = sum[0]; - - const float scale = 1.0f/sqrt(variance + pcs.eps); - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - out_[y+i00] *= scale; - } -} diff --git a/kompute-shaders/op_relu.comp b/kompute-shaders/op_relu.comp deleted file mode 100644 index 52a601fe6..000000000 --- a/kompute-shaders/op_relu.comp +++ /dev/null @@ -1,21 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; -} pcs; - -void main() { - const uint baseIndex = gl_WorkGroupID.x * 4; - - for (uint x = 0; x < 4; x++) { - const uint i = baseIndex + x; - out_[i + pcs.outOff] = max(0.0, in_[i + pcs.inOff]); - } -} diff --git a/kompute-shaders/op_rmsnorm.comp b/kompute-shaders/op_rmsnorm.comp deleted file mode 100644 index da658c160..000000000 --- a/kompute-shaders/op_rmsnorm.comp +++ /dev/null @@ -1,53 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 512) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; - uint ne00; - uint nb01; - float eps; -} pcs; - -shared float sum[gl_WorkGroupSize.x]; - -void main() { - const uint x = (gl_WorkGroupID.x*pcs.nb01/4) + pcs.inOff; // Based from in_ - - // parallel sum - sum[gl_LocalInvocationID.x] = 0.0; - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - sum[gl_LocalInvocationID.x] += in_[x+i00] * in_[x+i00]; - } - - // reduce - barrier(); - memoryBarrierShared(); - [[unroll]] for (uint i = gl_WorkGroupSize.x/2; i > 0; i /= 2) { - if (gl_LocalInvocationID.x < i) { - sum[gl_LocalInvocationID.x] += sum[gl_LocalInvocationID.x + i]; - } - barrier(); - memoryBarrierShared(); - } - - // broadcast - if (gl_LocalInvocationID.x == 0) { - sum[0] /= float(pcs.ne00); - } - barrier(); - memoryBarrierShared(); - - const float scale = 1.0f/sqrt(sum[0] + pcs.eps); - - const uint y = (gl_WorkGroupID.x*pcs.ne00) + pcs.outOff; // Based from out_ - for (uint i00 = gl_LocalInvocationID.x; i00 < pcs.ne00; i00 += gl_WorkGroupSize.x) { - out_[y+i00] = in_[x+i00] * scale; - } -} diff --git a/kompute-shaders/op_rope_f16.comp b/kompute-shaders/op_rope_f16.comp deleted file mode 100644 index b44622584..000000000 --- a/kompute-shaders/op_rope_f16.comp +++ /dev/null @@ -1,73 +0,0 @@ -#version 450 - -#include "rope_common.comp" - -layout(binding = 0) buffer restrict readonly tensorInA { float16_t inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { int inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float16_t out_[]; }; - -void main() { - const uint i3 = gl_WorkGroupID.z; - const uint i2 = gl_WorkGroupID.y; - const uint i1 = gl_WorkGroupID.x; - - const bool is_neox = (pcs.mode & 2) != 0; - - float corr_dims[2]; - rope_yarn_corr_dims(pcs.n_dims, pcs.n_orig_ctx, pcs.freq_base, pcs.beta_fast, pcs.beta_slow, corr_dims); - - const float theta_scale = pow(pcs.freq_base, -2.0/pcs.n_dims); - - const int p = inB[pcs.inBOff + i2]; - - float theta = float(p); - - if (!is_neox) { - for (uint i0 = 0; i0 < pcs.ne0; i0 += 2) { - float cos_theta, sin_theta; - rope_yarn(theta, pcs.freq_scale, corr_dims, i0, pcs.ext_factor, pcs.attn_factor, cos_theta, sin_theta); - - theta *= theta_scale; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 2) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 2) + pcs.outOff; // Based from out_ - - const float x0 = float(inA[src]); - const float x1 = float(inA[src+1]); - - out_[dst_data] = float16_t(x0*cos_theta - x1*sin_theta); - out_[dst_data+1] = float16_t(x0*sin_theta + x1*cos_theta); - } - } else { - const float inv_ndims = -1.f/pcs.n_dims; - for (uint ic = 0; ic < pcs.n_dims; ic += 2) { - const uint cur_rot = ic; - - float cos_theta, sin_theta; - rope_yarn(theta, pcs.freq_scale, corr_dims, cur_rot, pcs.ext_factor, pcs.attn_factor, cos_theta, sin_theta); - - theta *= theta_scale; - - const uint i0 = ic/2; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 2) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 2) + pcs.outOff; // Based from out_ - - const float x0 = float(inA[src]); - const float x1 = float(inA[src+pcs.n_dims/2]); - - out_[dst_data] = float16_t(x0*cos_theta - x1*sin_theta); - out_[dst_data+pcs.n_dims/2] = float16_t(x0*sin_theta + x1*cos_theta); - } - - for (uint ic = pcs.n_dims; ic < pcs.ne0; ic += 2) { - const uint i0 = ic; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 2) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 2) + pcs.outOff; // Based from out_ - - out_[dst_data + 0] = inA[src + 0]; - out_[dst_data + 1] = inA[src + 1]; - } - } -} diff --git a/kompute-shaders/op_rope_f32.comp b/kompute-shaders/op_rope_f32.comp deleted file mode 100644 index 2c0235d75..000000000 --- a/kompute-shaders/op_rope_f32.comp +++ /dev/null @@ -1,73 +0,0 @@ -#version 450 - -#include "rope_common.comp" - -layout(binding = 0) buffer restrict readonly tensorInA { float inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { int inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float out_[]; }; - -void main() { - const uint i3 = gl_WorkGroupID.z; - const uint i2 = gl_WorkGroupID.y; - const uint i1 = gl_WorkGroupID.x; - - const bool is_neox = (pcs.mode & 2) != 0; - - float corr_dims[2]; - rope_yarn_corr_dims(pcs.n_dims, pcs.n_orig_ctx, pcs.freq_base, pcs.beta_fast, pcs.beta_slow, corr_dims); - - const float theta_scale = pow(pcs.freq_base, -2.0/pcs.n_dims); - - const int p = inB[pcs.inBOff + i2]; - - float theta = float(p); - - if (!is_neox) { - for (uint i0 = 0; i0 < pcs.ne0; i0 += 2) { - float cos_theta, sin_theta; - rope_yarn(theta, pcs.freq_scale, corr_dims, i0, pcs.ext_factor, pcs.attn_factor, cos_theta, sin_theta); - - theta *= theta_scale; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 4) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 4) + pcs.outOff; // Based from out_ - - const float x0 = inA[src]; - const float x1 = inA[src+1]; - - out_[dst_data] = x0*cos_theta - x1*sin_theta; - out_[dst_data+1] = x0*sin_theta + x1*cos_theta; - } - } else { - const float inv_ndims = -1.f/pcs.n_dims; - for (uint ic = 0; ic < pcs.n_dims; ic += 2) { - const uint cur_rot = ic; - - float cos_theta, sin_theta; - rope_yarn(theta, pcs.freq_scale, corr_dims, cur_rot, pcs.ext_factor, pcs.attn_factor, cos_theta, sin_theta); - - theta *= theta_scale; - - const uint i0 = ic/2; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 4) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 4) + pcs.outOff; // Based from out_ - - const float x0 = inA[src]; - const float x1 = inA[src+pcs.n_dims/2]; - - out_[dst_data] = x0*cos_theta - x1*sin_theta; - out_[dst_data+pcs.n_dims/2] = x0*sin_theta + x1*cos_theta; - } - - for (uint ic = pcs.n_dims; ic < pcs.ne0; ic += 2) { - const uint i0 = ic; - - const uint src = uint((i3*pcs.nb03 + i2*pcs.nb02 + i1*pcs.nb01 + i0*pcs.nb00) / 4) + pcs.inAOff; // Based from in - const uint dst_data = uint((i3*pcs.nb3 + i2*pcs.nb2 + i1*pcs.nb1 + i0*pcs.nb0) / 4) + pcs.outOff; // Based from out_ - - out_[dst_data + 0] = inA[src + 0]; - out_[dst_data + 1] = inA[src + 1]; - } - } -} diff --git a/kompute-shaders/op_scale.comp b/kompute-shaders/op_scale.comp deleted file mode 100644 index bdae26738..000000000 --- a/kompute-shaders/op_scale.comp +++ /dev/null @@ -1,19 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; - float scale; -} pcs; - -void main() { - const uint i = gl_WorkGroupID.x; - out_[i + pcs.outOff] = in_[i + pcs.inOff] * pcs.scale; -} diff --git a/kompute-shaders/op_scale_8.comp b/kompute-shaders/op_scale_8.comp deleted file mode 100644 index ada69754b..000000000 --- a/kompute-shaders/op_scale_8.comp +++ /dev/null @@ -1,23 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; - float scale; -} pcs; - -void main() { - const uint baseIndex = gl_WorkGroupID.x * 8; - - for (uint x = 0; x < 8; x++) { - const uint i = baseIndex + x; - out_[i + pcs.outOff] = in_[i + pcs.inOff] * pcs.scale; - } -} diff --git a/kompute-shaders/op_silu.comp b/kompute-shaders/op_silu.comp deleted file mode 100644 index 0fb8e4b74..000000000 --- a/kompute-shaders/op_silu.comp +++ /dev/null @@ -1,22 +0,0 @@ -#version 450 - -#include "common.comp" - -layout(local_size_x = 1) in; - -layout(binding = 0) buffer restrict readonly tensorIn { float in_[]; }; -layout(binding = 1) buffer restrict writeonly tensorOut { float out_[]; }; -layout(push_constant) uniform PushConstants { - uint inOff; - uint outOff; -} pcs; - -void main() { - const uint baseIndex = gl_WorkGroupID.x * 4; - - for (uint x = 0; x < 4; x++) { - const uint i = baseIndex + x; - const float y = in_[i + pcs.inOff]; - out_[i + pcs.outOff] = y / (1.0 + exp(-y)); - } -} diff --git a/kompute-shaders/op_softmax.comp b/kompute-shaders/op_softmax.comp deleted file mode 100644 index 7bc9176ca..000000000 --- a/kompute-shaders/op_softmax.comp +++ /dev/null @@ -1,56 +0,0 @@ -// TODO: implement multi-simd softmax (llama.cpp commit e16b9fa4) - -#version 450 - -#include "common.comp" - -layout(local_size_x_id = 0) in; - -layout(binding = 0) buffer restrict readonly tensorInA { float inA[]; }; -layout(binding = 1) buffer restrict readonly tensorInB { float inB[]; }; -layout(binding = 2) buffer restrict writeonly tensorOut { float out_[]; }; - -layout(push_constant) uniform PushConstants { - uint inAOff; - uint inBOff; - uint outOff; - int ne00; - int ne01; - int ne02; - float scale; - int mask; -} pcs; - -void main() { - if (gl_SubgroupInvocationID > 31) - return; - - const uint i03 = gl_WorkGroupID.z; - const uint i02 = gl_WorkGroupID.y; - const uint i01 = gl_WorkGroupID.x; - - const uint extra_off = i03*pcs.ne02*pcs.ne01*pcs.ne00 + i02*pcs.ne01*pcs.ne00 + i01*pcs.ne00; - const uint psrc0 = extra_off + pcs.inAOff; // Based from inA - const uint pmask = i01*pcs.ne00 + pcs.inBOff; // Based from inB - const uint pdst = extra_off + pcs.outOff; // Based from out_ - - // parallel max - float localMax = uintBitsToFloat(0xFF800000); - for (uint i00 = gl_SubgroupInvocationID.x; i00 < pcs.ne00; i00 += 32) { - localMax = max(localMax, inA[psrc0 + i00]*pcs.scale + (pcs.mask!=0 ? inB[pmask + i00] : 0.0f)); - } - float max_ = subgroupMax(localMax); - - // parallel sum - float localSum = 0.0f; - for (uint i00 = gl_SubgroupInvocationID.x; i00 < pcs.ne00; i00 += 32) { - const float exp_psrc0 = exp(inA[psrc0 + i00]*pcs.scale + (pcs.mask!=0 ? inB[pmask + i00] : 0.0f) - max_); - localSum += exp_psrc0; - out_[pdst + i00] = exp_psrc0; - } - - const float sum = subgroupAdd(localSum); - for (uint i00 = gl_SubgroupInvocationID.x; i00 < pcs.ne00; i00 += 32) { - out_[pdst + i00] /= sum; - } -} diff --git a/kompute-shaders/rope_common.comp b/kompute-shaders/rope_common.comp deleted file mode 100644 index 57ba6597a..000000000 --- a/kompute-shaders/rope_common.comp +++ /dev/null @@ -1,67 +0,0 @@ -#include "common.comp" - -// TODO: use a local size of 32 or more (Metal uses 1024) -layout(local_size_x = 1) in; - -layout (push_constant) uniform parameter { - uint inAOff; - uint inBOff; - uint outOff; - int n_dims; - int mode; - int n_orig_ctx; - float freq_base; - float freq_scale; - float ext_factor; - float attn_factor; - float beta_fast; - float beta_slow; - uint nb00; - uint nb01; - uint nb02; - uint nb03; - int ne0; - uint nb0; - uint nb1; - uint nb2; - uint nb3; -} pcs; - -float rope_yarn_ramp(const float low, const float high, const float i0) { - const float y = (i0 / 2 - low) / max(0.001f, high - low); - return 1.0f - min(1.0f, max(0.0f, y)); -} - -// YaRN algorithm based on LlamaYaRNScaledRotaryEmbedding.py from https://github.com/jquesnelle/yarn -// MIT licensed. Copyright (c) 2023 Jeffrey Quesnelle and Bowen Peng. -void rope_yarn( - float theta_extrap, float freq_scale, float corr_dims[2], float i0, float ext_factor, float mscale, - out float cos_theta, out float sin_theta -) { - // Get n-d rotational scaling corrected for extrapolation - float theta_interp = freq_scale * theta_extrap; - float theta = theta_interp; - if (ext_factor != 0.0f) { - float ramp_mix = rope_yarn_ramp(corr_dims[0], corr_dims[1], i0) * ext_factor; - theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix; - - // Get n-d magnitude scaling corrected for interpolation - mscale *= 1.0f + 0.1f * log(1.0f / freq_scale); - } - cos_theta = cos(theta) * mscale; - sin_theta = sin(theta) * mscale; -} - -// Apparently solving `n_rot = 2pi * x * base^((2 * max_pos_emb) / n_dims)` for x, we get -// `corr_fac(n_rot) = n_dims * log(max_pos_emb / (n_rot * 2pi)) / (2 * log(base))` -float rope_yarn_corr_factor(int n_dims, int n_orig_ctx, float n_rot, float base) { - return n_dims * log(n_orig_ctx / (n_rot * TWOPI_F)) / (2 * log(base)); -} - -void rope_yarn_corr_dims( - int n_dims, int n_orig_ctx, float freq_base, float beta_fast, float beta_slow, out float dims[2] -) { - // start and end correction dims - dims[0] = max(0.0f, floor(rope_yarn_corr_factor(n_dims, n_orig_ctx, beta_fast, freq_base))); - dims[1] = min(n_dims - 1.0f, ceil(rope_yarn_corr_factor(n_dims, n_orig_ctx, beta_slow, freq_base))); -} diff --git a/models/ggml-vocab-gpt2.gguf b/models/ggml-vocab-gpt2.gguf deleted file mode 100644 index 1fbc72c1e4d9e210e5c5689b31e1debfa33d4b6a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1766799 zcmZs^`I97Ba^FYYwgw*99`uE-njL~9w2aEis*35X zjNClBx`rf70(4UMeM>2Tph$@#MM&;i)TMzEv>ZYeBw{QJ3 zISylfbTS(zZ+<)(HuH6SE57m1`TfZ-Ur*nye>|Jc&({}iI{fEf@JFVXC)3l@etzx` zvDkmnA3B>(Pk($iEU&udsXxaD|0RE}Td$|{bwA8Mx|nvSq zKb|gD{cM>3!#wy`e(%Fi{@Hxt24ZLZZ2IH%^ATNG4FaA(o{NcR#BYE**UVJAn 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As of 2023-12-22, this writes ~2.7GB of data. An adequately -# sized tmpfs /tmp or ramdisk is recommended if running this frequently. -# -# usage: check-requirements.sh [] -# check-requirements.sh nocleanup [] -# -# where: -# - is a directory that can be used as the base for -# setting up the venvs. Defaults to `/tmp`. -# - 'nocleanup' as the first argument will disable automatic cleanup -# of the files created by this script. -# -# requires: -# - bash >= 3.2.57 -# - shellcheck -# -# For each script, it creates a fresh venv, `pip install`s the requirements, and -# finally imports the python script to check for `ImportError`. -# - -log() { - local level=$1 msg=$2 - printf >&2 '%s: %s\n' "$level" "$msg" -} - -debug() { - log DEBUG "$@" -} - -info() { - log INFO "$@" -} - -fatal() { - log FATAL "$@" - exit 1 -} - -cleanup() { - if [[ -n ${workdir+x} && -d $workdir && -w $workdir ]]; then - info "Removing $workdir" - local count=0 - rm -rfv -- "$workdir" | while read -r; do - if (( count++ > 750 )); then - printf . - count=0 - fi - done - printf '\n' - info "Removed $workdir" - fi -} - -do_cleanup=1 -if [[ ${1-} == nocleanup ]]; then - do_cleanup=0; shift -fi - -if (( do_cleanup )); then - trap exit INT TERM - trap cleanup EXIT -fi - -this=$(realpath -- "$0"); readonly this -cd "$(dirname "$this")/.." # PWD should stay in llama.cpp project directory - -shellcheck "$this" - -readonly reqs_dir=requirements - -if [[ ${1+x} ]]; then - tmp_dir=$(realpath -- "$1") - if [[ ! ( -d $tmp_dir && -w $tmp_dir ) ]]; then - fatal "$tmp_dir is not a writable directory" - fi -else - tmp_dir=/tmp -fi - -workdir=$(mktemp -d "$tmp_dir/check-requirements.XXXX"); readonly workdir -info "Working directory: $workdir" - -check_requirements() { - local reqs=$1 - - info "$reqs: beginning check" - pip --disable-pip-version-check install -qr "$reqs" - info "$reqs: OK" -} - -check_convert_script() { - local py=$1 # e.g. ./convert-hf-to-gguf.py - local pyname=${py##*/} # e.g. convert-hf-to-gguf.py - pyname=${pyname%.py} # e.g. convert-hf-to-gguf - - info "$py: beginning check" - - local reqs="$reqs_dir/requirements-$pyname.txt" - if [[ ! -r $reqs ]]; then - fatal "$py missing requirements. Expected: $reqs" - fi - - local venv="$workdir/$pyname-venv" - python3 -m venv "$venv" - - ( - # shellcheck source=/dev/null - source "$venv/bin/activate" - - check_requirements "$reqs" - - python - "$py" "$pyname" <<'EOF' -import sys -from importlib.machinery import SourceFileLoader -py, pyname = sys.argv[1:] -SourceFileLoader(pyname, py).load_module() -EOF - ) - - if (( do_cleanup )); then - rm -rf -- "$venv" - fi - - info "$py: imports OK" -} - -readonly ignore_eq_eq='check_requirements: ignore "=="' - -for req in "$reqs_dir"/*; do - # Check that all sub-requirements are added to top-level requirements.txt - if ! grep -qF "$req" requirements.txt; then - fatal "$req needs to be added to requirements.txt" - fi - - # Make sure exact release versions aren't being pinned in the requirements - # Filters out the ignore string - if grep -vF "$ignore_eq_eq" "$req" | grep -q '=='; then - tab=$'\t' - cat >&2 <&2 <<'EOF' -usage: - ci-run.sh [] - -This script wraps ci/run.sh: -* If is a ramdisk, you can reduce writes to your SSD. If is not a ramdisk, keep in mind that total writes will increase by the size of . - (openllama_3b_v2: quantized models are about 30GB) -* Persistent model and data files are synced to and from , - excluding generated .gguf files. - (openllama_3b_v2: persistent files are about 6.6GB) -* defaults to ~/.cache/llama.cpp -EOF - exit 1 -fi - -cd .. # => llama.cpp repo root - -tmp="$1" -mkdir -p "$tmp" -tmp=$(realpath "$tmp") -echo >&2 "Using tmp=$tmp" - -cache="${2-$HOME/.cache/llama.cpp}" -mkdir -p "$cache" -cache=$(realpath "$cache") -echo >&2 "Using cache=$cache" - -_sync() { - local from="$1"; shift - local to="$1"; shift - - echo >&2 "Syncing from $from to $to" - mkdir -p "$from" "$to" - rsync -a "$from" "$to" --delete-during "$@" -} - -_sync "$(realpath .)/" "$tmp/llama.cpp" -_sync "$cache/ci-mnt/models/" "$tmp/llama.cpp/ci-mnt/models/" - -cd "$tmp/llama.cpp" -bash ci/run.sh ci-out ci-mnt - -_sync 'ci-mnt/models/' "$cache/ci-mnt/models/" --exclude='*.gguf' -P diff --git a/scripts/compare-commits.sh b/scripts/compare-commits.sh deleted file mode 100755 index 331c4b9ce..000000000 --- a/scripts/compare-commits.sh +++ /dev/null @@ -1,37 +0,0 @@ -#!/bin/bash - -if [ $# -lt 2 ]; then - echo "usage: ./scripts/compare-commits.sh [additional llama-bench arguments]" - exit 1 -fi - -set -e -set -x - -bench_args="${@:3}" - -rm -f llama-bench.sqlite - -backend="cpu" - -if [[ "$OSTYPE" == "darwin"* ]]; then - backend="metal" -elif command -v nvcc &> /dev/null; then - backend="cuda" -fi - -make_opts="" - -if [[ "$backend" == "cuda" ]]; then - make_opts="LLAMA_CUBLAS=1" -fi - -git checkout $1 -make clean && make -j32 $make_opts llama-bench -./llama-bench -o sql $bench_args | tee /dev/tty | sqlite3 llama-bench.sqlite - -git checkout $2 -make clean && make -j32 $make_opts llama-bench -./llama-bench -o sql $bench_args | tee /dev/tty | sqlite3 llama-bench.sqlite - -./scripts/compare-llama-bench.py -b $1 -c $2 diff --git a/scripts/compare-llama-bench.py b/scripts/compare-llama-bench.py deleted file mode 100755 index 70737f976..000000000 --- a/scripts/compare-llama-bench.py +++ /dev/null @@ -1,374 +0,0 @@ -#!/usr/bin/env python3 - -import argparse -import heapq -import sys -import os -from glob import glob -import sqlite3 - -try: - import git - from tabulate import tabulate -except ImportError as e: - print("ERROR: the following Python libraries are required: GitPython, tabulate.") - raise e - -# Properties by which to differentiate results per commit: -KEY_PROPERTIES = [ - "cpu_info", "gpu_info", "n_gpu_layers", "main_gpu", "cuda", "opencl", "metal", "gpu_blas", - "blas", "model_filename", "model_type", "model_size", "model_n_params", "n_batch", "n_threads", - "type_k", "type_v", "no_kv_offload", "mul_mat_q", "tensor_split", "n_prompt", "n_gen" -] - -# Properties that are boolean and are converted to Yes/No for the table: -BOOL_PROPERTIES = ["cuda", "opencl", "metal", "gpu_blas", "blas"] - -# Header names for the table: -PRETTY_NAMES = { - "cuda": "CUDA", "opencl": "OpenCL", "metal": "Metal", "gpu_blas": "GPU BLAS", "blas": "BLAS", - "cpu_info": "CPU", "gpu_info": "GPU", "model_filename": "File", "model_type": "Model", - "model_size": "Model Size [GiB]", "model_n_params": "Num. of Parameters", - "n_batch": "Batch size", "n_threads": "Threads", "type_k": "K type", "type_v": "V type", - "n_gpu_layers": "GPU layers", "main_gpu": "Main GPU", "no_kv_offload": "NKVO", - "mul_mat_q": "MMQ", "tensor_split": "Tensor split" -} - -DEFAULT_SHOW = ["model_type"] # Always show these properties by default. -DEFAULT_HIDE = ["model_filename"] # Always hide these properties by default. -GPU_NAME_STRIP = ["NVIDIA GeForce ", "Tesla ", "AMD Radeon "] # Strip prefixes for smaller tables. -MODEL_SUFFIX_REPLACE = {" - Small": "_S", " - Medium": "_M", " - Large": "_L"} - -DESCRIPTION = """Creates tables from llama-bench data written to an SQLite database. Example usage (Linux): - -$ git checkout master -$ make clean && make llama-bench -$ ./llama-bench -o sql | sqlite3 llama-bench.sqlite -$ git checkout some_branch -$ make clean && make llama-bench -$ ./llama-bench -o sql | sqlite3 llama-bench.sqlite -$ ./scripts/compare-llama-bench.py - -Performance numbers from multiple runs per commit are averaged WITHOUT being weighted by the --repetitions parameter of llama-bench. -""" - -parser = argparse.ArgumentParser( - description=DESCRIPTION, formatter_class=argparse.RawDescriptionHelpFormatter) -help_b = ( - "The baseline commit to compare performance to. " - "Accepts either a branch name, tag name, or commit hash. " - "Defaults to latest master commit with data." -) -parser.add_argument("-b", "--baseline", help=help_b) -help_c = ( - "The commit whose performance is to be compared to the baseline. " - "Accepts either a branch name, tag name, or commit hash. " - "Defaults to the non-master commit for which llama-bench was run most recently." -) -parser.add_argument("-c", "--compare", help=help_c) -help_i = ( - "Input SQLite file for comparing commits. " - "Defaults to 'llama-bench.sqlite' in the current working directory. " - "If no such file is found and there is exactly one .sqlite file in the current directory, " - "that file is instead used as input." -) -parser.add_argument("-i", "--input", help=help_i) -help_o = ( - "Output format for the table. " - "Defaults to 'pipe' (GitHub compatible). " - "Also supports e.g. 'latex' or 'mediawiki'. " - "See tabulate documentation for full list." -) -parser.add_argument("-o", "--output", help=help_o, default="pipe") -help_s = ( - "Columns to add to the table. " - "Accepts a comma-separated list of values. " - f"Legal values: {', '.join(KEY_PROPERTIES[:-2])}. " - "Defaults to model name (model_type) and CPU and/or GPU name (cpu_info, gpu_info) " - "plus any column where not all data points are the same. " - "If the columns are manually specified, then the results for each unique combination of the " - "specified values are averaged WITHOUT weighing by the --repetitions parameter of llama-bench." -) -parser.add_argument("-s", "--show", help=help_s) - -known_args, unknown_args = parser.parse_known_args() - -if unknown_args: - print(f"ERROR: Received unknown args: {unknown_args}.") - print() - parser.print_help() - sys.exit(1) - -input_file = known_args.input -if input_file is None and os.path.exists("./llama-bench.sqlite"): - input_file = "llama-bench.sqlite" -if input_file is None: - sqlite_files = glob("*.sqlite") - if len(sqlite_files) == 1: - input_file = sqlite_files[0] - -if input_file is None: - print("ERROR: Cannot find a suitable input file, please provide one.") - print() - parser.print_help() - sys.exit(1) - -connection = sqlite3.connect(input_file) -cursor = connection.cursor() -builds = cursor.execute("SELECT DISTINCT build_commit FROM test;").fetchall() - -try: - repo = git.Repo(".", search_parent_directories=True) -except git.exc.InvalidGitRepositoryError: - repo = None - - -def find_parent_in_data(commit): - """Helper function to find the most recent parent measured in number of commits for which there is data.""" - heap = [(0, commit)] - seen_hexsha8 = set() - while heap: - depth, current_commit = heapq.heappop(heap) - current_hexsha8 = commit.hexsha[:8] - if (current_hexsha8,) in builds: - return current_hexsha8 - for parent in commit.parents: - parent_hexsha8 = parent.hexsha[:8] - if parent_hexsha8 not in seen_hexsha8: - seen_hexsha8.add(parent_hexsha8) - heapq.heappush(heap, (depth + 1, parent)) - return None - - -def get_all_parent_hexsha8s(commit): - """Helper function to recursively get hexsha8 values for all parents of a commit.""" - unvisited = [commit] - visited = [] - - while unvisited: - current_commit = unvisited.pop(0) - visited.append(current_commit.hexsha[:8]) - for parent in current_commit.parents: - if parent.hexsha[:8] not in visited: - unvisited.append(parent) - - return visited - - -def get_commit_name(hexsha8): - """Helper function to find a human-readable name for a commit if possible.""" - if repo is None: - return hexsha8 - for h in repo.heads: - if h.commit.hexsha[:8] == hexsha8: - return h.name - for t in repo.tags: - if t.commit.hexsha[:8] == hexsha8: - return t.name - return hexsha8 - - -def get_commit_hexsha8(name): - """Helper function to search for a commit given a human-readable name.""" - if repo is None: - return None - for h in repo.heads: - if h.name == name: - return h.commit.hexsha[:8] - for t in repo.tags: - if t.name == name: - return t.commit.hexsha[:8] - return None - - -hexsha8_baseline = name_baseline = None - -# If the user specified a baseline, try to find a commit for it: -if known_args.baseline is not None: - if (known_args.baseline,) in builds: - hexsha8_baseline = known_args.baseline - if hexsha8_baseline is None: - hexsha8_baseline = get_commit_hexsha8(known_args.baseline) - name_baseline = known_args.baseline - if hexsha8_baseline is None: - print(f"ERROR: cannot find data for baseline={known_args.baseline}.") - sys.exit(1) -# Otherwise, search for the most recent parent of master for which there is data: -elif repo is not None: - hexsha8_baseline = find_parent_in_data(repo.heads.master.commit) - - if hexsha8_baseline is None: - print("ERROR: No baseline was provided and did not find data for any master branch commits.") - print() - parser.print_help() - sys.exit(1) -else: - print( - "ERROR: No baseline was provided and the current working directory " - "is not part of a git repository from which a baseline could be inferred." - ) - print() - parser.print_help() - sys.exit(1) - - -name_baseline = get_commit_name(hexsha8_baseline) - -hexsha8_compare = name_compare = None - -# If the user has specified a compare value, try to find a corresponding commit: -if known_args.compare is not None: - if (known_args.compare,) in builds: - hexsha8_compare = known_args.compare - if hexsha8_compare is None: - hexsha8_compare = get_commit_hexsha8(known_args.compare) - name_compare = known_args.compare - if hexsha8_compare is None: - print(f"ERROR: cannot find data for baseline={known_args.compare}.") - sys.exit(1) -# Otherwise, search for the commit for llama-bench was most recently run -# and that is not a parent of master: -elif repo is not None: - hexsha8s_master = get_all_parent_hexsha8s(repo.heads.master.commit) - builds_timestamp = cursor.execute( - "SELECT build_commit, test_time FROM test ORDER BY test_time;").fetchall() - for (hexsha8, _) in reversed(builds_timestamp): - if hexsha8 not in hexsha8s_master: - hexsha8_compare = hexsha8 - break - - if hexsha8_compare is None: - print("ERROR: No compare target was provided and did not find data for any non-master commits.") - print() - parser.print_help() - sys.exit(1) -else: - print( - "ERROR: No compare target was provided and the current working directory " - "is not part of a git repository from which a compare target could be inferred." - ) - print() - parser.print_help() - sys.exit(1) - -name_compare = get_commit_name(hexsha8_compare) - - -def get_rows(properties): - """ - Helper function that gets table rows for some list of properties. - Rows are created by combining those where all provided properties are equal. - The resulting rows are then grouped by the provided properties and the t/s values are averaged. - The returned rows are unique in terms of property combinations. - """ - select_string = ", ".join( - [f"tb.{p}" for p in properties] + ["tb.n_prompt", "tb.n_gen", "AVG(tb.avg_ts)", "AVG(tc.avg_ts)"]) - equal_string = " AND ".join( - [f"tb.{p} = tc.{p}" for p in KEY_PROPERTIES] + [ - f"tb.build_commit = '{hexsha8_baseline}'", f"tc.build_commit = '{hexsha8_compare}'"] - ) - group_order_string = ", ".join([f"tb.{p}" for p in properties] + ["tb.n_gen", "tb.n_prompt"]) - query = (f"SELECT {select_string} FROM test tb JOIN test tc ON {equal_string} " - f"GROUP BY {group_order_string} ORDER BY {group_order_string};") - return cursor.execute(query).fetchall() - - -# If the user provided columns to group the results by, use them: -if known_args.show is not None: - show = known_args.show.split(",") - unknown_cols = [] - for prop in show: - if prop not in KEY_PROPERTIES[:-2]: # Last two values are n_prompt, n_gen. - unknown_cols.append(prop) - if unknown_cols: - print(f"ERROR: Unknown values for --show: {', '.join(unknown_cols)}") - print() - parser.print_usage() - sys.exit(1) - rows_show = get_rows(show) -# Otherwise, select those columns where the values are not all the same: -else: - rows_full = get_rows(KEY_PROPERTIES) - properties_different = [] - for i, kp_i in enumerate(KEY_PROPERTIES): - if kp_i in DEFAULT_SHOW or kp_i == "n_prompt" or kp_i == "n_gen": - continue - for row_full in rows_full: - if row_full[i] != rows_full[0][i]: - properties_different.append(kp_i) - break - - show = [] - # Show CPU and/or GPU by default even if the hardware for all results is the same: - if "gpu_blas" not in properties_different and "n_gpu_layers" not in properties_different: - gpu_blas = bool(rows_full[0][KEY_PROPERTIES.index("gpu_blas")]) - ngl = int(rows_full[0][KEY_PROPERTIES.index("n_gpu_layers")]) - - if not gpu_blas or ngl != 99 and "cpu_info" not in properties_different: - show.append("cpu_info") - if gpu_blas and "gpu_info" not in properties_different: - show.append("gpu_info") - - show += properties_different - - index_default = 0 - for prop in ["cpu_info", "gpu_info", "n_gpu_layers", "main_gpu"]: - if prop in show: - index_default += 1 - show = show[:index_default] + DEFAULT_SHOW + show[index_default:] - for prop in DEFAULT_HIDE: - try: - show.remove(prop) - except ValueError: - pass - rows_show = get_rows(show) - -table = [] -for row in rows_show: - n_prompt = int(row[-4]) - n_gen = int(row[-3]) - assert n_prompt == 0 or n_gen == 0 - test_name = f"tg{n_gen}" if n_prompt == 0 else f"pp{n_prompt}" - # Regular columns test name avg t/s values Speedup - # VVVVVVVVVVVVV VVVVVVVVV VVVVVVVVVVVVVV VVVVVVV - table.append(list(row[:-4]) + [test_name] + list(row[-2:]) + [float(row[-1]) / float(row[-2])]) - -# Some a-posteriori fixes to make the table contents prettier: -for bool_property in BOOL_PROPERTIES: - if bool_property in show: - ip = show.index(bool_property) - for row_table in table: - row_table[ip] = "Yes" if int(row_table[ip]) == 1 else "No" - -if "model_type" in show: - ip = show.index("model_type") - for (old, new) in MODEL_SUFFIX_REPLACE.items(): - for row_table in table: - row_table[ip] = row_table[ip].replace(old, new) - -if "model_size" in show: - ip = show.index("model_size") - for row_table in table: - row_table[ip] = float(row_table[ip]) / 1024 ** 3 - -if "gpu_info" in show: - ip = show.index("gpu_info") - for row_table in table: - for gns in GPU_NAME_STRIP: - row_table[ip] = row_table[ip].replace(gns, "") - - gpu_names = row_table[ip].split("/") - num_gpus = len(gpu_names) - all_names_the_same = len(set(gpu_names)) == 1 - if len(gpu_names) >= 2 and all_names_the_same: - row_table[ip] = f"{num_gpus}x {gpu_names[0]}" - -headers = [PRETTY_NAMES[p] for p in show] -headers += ["Test", f"t/s {name_baseline}", f"t/s {name_compare}", "Speedup"] - -print(tabulate( - table, - headers=headers, - floatfmt=".2f", - tablefmt=known_args.output -)) diff --git a/scripts/gen-build-info-cpp.cmake b/scripts/gen-build-info-cpp.cmake deleted file mode 100644 index d89338920..000000000 --- a/scripts/gen-build-info-cpp.cmake +++ /dev/null @@ -1,24 +0,0 @@ -include(${CMAKE_CURRENT_SOURCE_DIR}/scripts/build-info.cmake) - -set(TEMPLATE_FILE "${CMAKE_CURRENT_SOURCE_DIR}/common/build-info.cpp.in") -set(OUTPUT_FILE "${CMAKE_CURRENT_SOURCE_DIR}/common/build-info.cpp") - -# Only write the build info if it changed -if(EXISTS ${OUTPUT_FILE}) - file(READ ${OUTPUT_FILE} CONTENTS) - string(REGEX MATCH "LLAMA_COMMIT = \"([^\"]*)\";" _ ${CONTENTS}) - set(OLD_COMMIT ${CMAKE_MATCH_1}) - string(REGEX MATCH "LLAMA_COMPILER = \"([^\"]*)\";" _ ${CONTENTS}) - set(OLD_COMPILER ${CMAKE_MATCH_1}) - string(REGEX MATCH "LLAMA_BUILD_TARGET = \"([^\"]*)\";" _ ${CONTENTS}) - set(OLD_TARGET ${CMAKE_MATCH_1}) - if ( - NOT OLD_COMMIT STREQUAL BUILD_COMMIT OR - NOT OLD_COMPILER STREQUAL BUILD_COMPILER OR - NOT OLD_TARGET STREQUAL BUILD_TARGET - ) - configure_file(${TEMPLATE_FILE} ${OUTPUT_FILE}) - endif() -else() - configure_file(${TEMPLATE_FILE} ${OUTPUT_FILE}) -endif() diff --git a/scripts/get-flags.mk b/scripts/get-flags.mk deleted file mode 100644 index 596d7ead1..000000000 --- a/scripts/get-flags.mk +++ /dev/null @@ -1,38 +0,0 @@ -ifeq '' '$(findstring clang,$(shell $(GF_CC) --version))' - GF_CC_IS_GCC = 1 - GF_CC_VER := $(shell { $(GF_CC) -dumpfullversion 2>/dev/null || $(GF_CC) -dumpversion; } | awk -F. '{ printf("%02d%02d%02d", $$1, $$2, $$3) }') -else - GF_CC_IS_CLANG = 1 - ifeq '' '$(findstring Apple,$(shell $(GF_CC) --version))' - GF_CC_IS_LLVM_CLANG = 1 - else - GF_CC_IS_APPLE_CLANG = 1 - endif - GF_CC_VER := \ - $(shell $(GF_CC) --version | sed -n 's/^.* version \([0-9.]*\).*$$/\1/p' \ - | awk -F. '{ printf("%02d%02d%02d", $$1, $$2, $$3) }') -endif - -ifeq ($(GF_CC_IS_CLANG), 1) - # clang options - GF_CFLAGS = -Wunreachable-code-break -Wunreachable-code-return - GF_CXXFLAGS = -Wunreachable-code-break -Wunreachable-code-return -Wmissing-prototypes -Wextra-semi - - ifneq '' '$(and $(GF_CC_IS_LLVM_CLANG),$(filter 1,$(shell expr $(GF_CC_VER) \>= 030800)))' - GF_CFLAGS += -Wdouble-promotion - endif - ifneq '' '$(and $(GF_CC_IS_APPLE_CLANG),$(filter 1,$(shell expr $(GF_CC_VER) \>= 070300)))' - GF_CFLAGS += -Wdouble-promotion - endif -else - # gcc options - GF_CFLAGS = -Wdouble-promotion - GF_CXXFLAGS = -Wno-array-bounds - - ifeq ($(shell expr $(GF_CC_VER) \>= 070100), 1) - GF_CXXFLAGS += -Wno-format-truncation - endif - ifeq ($(shell expr $(GF_CC_VER) \>= 080100), 1) - GF_CXXFLAGS += -Wextra-semi - endif -endif diff --git a/scripts/get-hellaswag.sh b/scripts/get-hellaswag.sh deleted file mode 100755 index 121979fe2..000000000 --- a/scripts/get-hellaswag.sh +++ /dev/null @@ -1,10 +0,0 @@ -#!/bin/bash - -wget https://raw.githubusercontent.com/klosax/hellaswag_text_data/main/hellaswag_val_full.txt - -echo "Usage:" -echo "" -echo " ./perplexity -m model.gguf -f hellaswag_val_full.txt --hellaswag [--hellaswag-tasks N] [other params]" -echo "" - -exit 0 diff --git a/scripts/get-pg.sh b/scripts/get-pg.sh deleted file mode 100755 index b027793e1..000000000 --- a/scripts/get-pg.sh +++ /dev/null @@ -1,70 +0,0 @@ -#!/bin/bash - -function usage { - echo "usage: $0" - echo "note: n is the number of essays to download" - echo "for specific n, the resulting pg.txt file will have the following number of tokens:" - echo "n | tokens" - echo "--- | ---" - echo "1 | 6230" - echo "2 | 23619" - echo "5 | 25859" - echo "10 | 36888" - echo "15 | 50188" - echo "20 | 59094" - echo "25 | 88764" - echo "30 | 103121" - echo "32 | 108338" - echo "35 | 113403" - echo "40 | 127699" - echo "45 | 135896" - exit 1 -} - -function has_cmd { - if ! [ -x "$(command -v $1)" ]; then - echo "error: $1 is not available" >&2 - exit 1 - fi -} - -# check for: curl, html2text, tail, sed, fmt -has_cmd curl -has_cmd html2text -has_cmd tail -has_cmd sed - -if [ $# -ne 1 ]; then - usage -fi - -n=$1 - -# get urls -urls="$(curl http://www.aaronsw.com/2002/feeds/pgessays.rss | grep html | sed -e "s/.*http/http/" | sed -e "s/html.*/html/" | head -n $n)" - -printf "urls:\n%s\n" "$urls" - -if [ -f pg.txt ]; then - rm pg.txt -fi - -c=1 -for url in $urls; do - echo "processing $url" - - cc=$(printf "%03d" $c) - - curl -L $url | html2text | tail -n +4 | sed -E "s/^[[:space:]]+//g" | fmt -w 80 >> pg-$cc-one.txt - cat pg-$cc-one.txt >> pg.txt - - cp -v pg.txt pg-$cc-all.txt - c=$((c+1)) - - # don't flood the server - sleep 1 -done - -echo "done. data in pg.txt" - -exit 0 diff --git a/scripts/get-winogrande.sh b/scripts/get-winogrande.sh deleted file mode 100755 index 5f234468e..000000000 --- a/scripts/get-winogrande.sh +++ /dev/null @@ -1,10 +0,0 @@ -#!/bin/bash - -wget https://huggingface.co/datasets/ikawrakow/winogrande-eval-for-llama.cpp/raw/main/winogrande-debiased-eval.csv - -echo "Usage:" -echo "" -echo " ./perplexity -m model.gguf -f winogrande-debiased-eval.csv --winogrande [--winogrande-tasks N] [other params]" -echo "" - -exit 0 diff --git a/scripts/hf.sh b/scripts/hf.sh deleted file mode 100755 index 1e9e5a6ea..000000000 --- a/scripts/hf.sh +++ /dev/null @@ -1,107 +0,0 @@ -#!/bin/bash -# -# Shortcut for downloading HF models -# -# Usage: -# ./main -m $(./examples/hf.sh https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GGUF/resolve/main/mixtral-8x7b-v0.1.Q4_K_M.gguf) -# ./main -m $(./examples/hf.sh --url https://huggingface.co/TheBloke/Mixtral-8x7B-v0.1-GGUF/blob/main/mixtral-8x7b-v0.1.Q4_K_M.gguf) -# ./main -m $(./examples/hf.sh --repo TheBloke/Mixtral-8x7B-v0.1-GGUF --file mixtral-8x7b-v0.1.Q4_K_M.gguf) -# - -# all logs go to stderr -function log { - echo "$@" 1>&2 -} - -function usage { - log "Usage: $0 [[--url] ] [--repo ] [--file ] [-h|--help]" - exit 1 -} - -# check for curl or wget -function has_cmd { - if ! [ -x "$(command -v $1)" ]; then - return 1 - fi -} - -if has_cmd wget; then - cmd="wget -q --show-progress -c -O %s %s" -elif has_cmd curl; then - cmd="curl -C - -f -o %s -L %s" -else - log "[E] curl or wget not found" - exit 1 -fi - -url="" -repo="" -file="" - -# parse args -while [[ $# -gt 0 ]]; do - case "$1" in - --url) - url="$2" - shift 2 - ;; - --repo) - repo="$2" - shift 2 - ;; - --file) - file="$2" - shift 2 - ;; - -h|--help) - usage - ;; - *) - url="$1" - shift - ;; - esac -done - -if [ -n "$repo" ] && [ -n "$file" ]; then - url="https://huggingface.co/$repo/resolve/main/$file" -fi - -if [ -z "$url" ]; then - log "[E] missing --url" - usage -fi - -# check if the URL is a HuggingFace model, and if so, try to download it -is_url=false - -if [[ ${#url} -gt 22 ]]; then - if [[ ${url:0:22} == "https://huggingface.co" ]]; then - is_url=true - fi -fi - -if [ "$is_url" = false ]; then - log "[E] invalid URL, must start with https://huggingface.co" - exit 0 -fi - -# replace "blob/main" with "resolve/main" -url=${url/blob\/main/resolve\/main} - -basename=$(basename $url) - -log "[+] attempting to download $basename" - -if [ -n "$cmd" ]; then - cmd=$(printf "$cmd" "$basename" "$url") - log "[+] $cmd" - if $cmd; then - echo $basename - exit 0 - fi -fi - -log "[-] failed to download" - -exit 1 diff --git a/scripts/install-oneapi.bat b/scripts/install-oneapi.bat deleted file mode 100644 index e99bef14a..000000000 --- a/scripts/install-oneapi.bat +++ /dev/null @@ -1,19 +0,0 @@ -:: MIT license -:: Copyright (C) 2024 Intel Corporation -:: SPDX-License-Identifier: MIT - - -set URL=%1 -set COMPONENTS=%2 - -curl.exe --output %TEMP%\webimage.exe --url %URL% --retry 5 --retry-delay 5 -start /b /wait %TEMP%\webimage.exe -s -x -f webimage_extracted --log extract.log -del %TEMP%\webimage.exe -if "%COMPONENTS%"=="" ( - webimage_extracted\bootstrapper.exe -s --action install --eula=accept -p=NEED_VS2017_INTEGRATION=0 -p=NEED_VS2019_INTEGRATION=0 -p=NEED_VS2022_INTEGRATION=0 --log-dir=. -) else ( - webimage_extracted\bootstrapper.exe -s --action install --components=%COMPONENTS% --eula=accept -p=NEED_VS2017_INTEGRATION=0 -p=NEED_VS2019_INTEGRATION=0 -p=NEED_VS2022_INTEGRATION=0 --log-dir=. -) -set installer_exit_code=%ERRORLEVEL% -rd /s/q "webimage_extracted" -exit /b %installer_exit_code% diff --git a/scripts/run-with-preset.py b/scripts/run-with-preset.py deleted file mode 100755 index a18252730..000000000 --- a/scripts/run-with-preset.py +++ /dev/null @@ -1,140 +0,0 @@ -#!/usr/bin/env python3 - -import argparse -import os -import subprocess -import sys - -import yaml - -CLI_ARGS_MAIN_PERPLEXITY = [ - "batch-size", "cfg-negative-prompt", "cfg-scale", "chunks", "color", "ctx-size", "escape", - "export", "file", "frequency-penalty", "grammar", "grammar-file", "hellaswag", - "hellaswag-tasks", "ignore-eos", "in-prefix", "in-prefix-bos", "in-suffix", "instruct", - "interactive", "interactive-first", "keep", "logdir", "logit-bias", "lora", "lora-base", - "low-vram", "main-gpu", "memory-f32", "mirostat", "mirostat-ent", "mirostat-lr", "mlock", - "model", "multiline-input", "n-gpu-layers", "n-predict", "no-mmap", "no-mul-mat-q", - "np-penalize-nl", "numa", "ppl-output-type", "ppl-stride", "presence-penalty", "prompt", - "prompt-cache", "prompt-cache-all", "prompt-cache-ro", "random-prompt", "repeat-last-n", - "repeat-penalty", "reverse-prompt", "rope-freq-base", "rope-freq-scale", "rope-scale", "seed", - "simple-io", "tensor-split", "threads", "temp", "tfs", "top-k", "top-p", "typical", - "verbose-prompt" -] - -CLI_ARGS_LLAMA_BENCH = [ - "batch-size", "memory-f32", "low-vram", "model", "mul-mat-q", "n-gen", "n-gpu-layers", - "n-prompt", "output", "repetitions", "tensor-split", "threads", "verbose" -] - -CLI_ARGS_SERVER = [ - "alias", "batch-size", "ctx-size", "embedding", "host", "memory-f32", "lora", "lora-base", - "low-vram", "main-gpu", "mlock", "model", "n-gpu-layers", "n-probs", "no-mmap", "no-mul-mat-q", - "numa", "path", "port", "rope-freq-base", "timeout", "rope-freq-scale", "tensor-split", - "threads", "verbose" -] - -description = """Run llama.cpp binaries with presets from YAML file(s). -To specify which binary should be run, specify the "binary" property (main, perplexity, llama-bench, and server are supported). -To get a preset file template, run a llama.cpp binary with the "--logdir" CLI argument. - -Formatting considerations: -- The YAML property names are the same as the CLI argument names of the corresponding binary. -- Properties must use the long name of their corresponding llama.cpp CLI arguments. -- Like the llama.cpp binaries the property names do not differentiate between hyphens and underscores. -- Flags must be defined as ": true" to be effective. -- To define the logit_bias property, the expected format is ": " in the "logit_bias" namespace. -- To define multiple "reverse_prompt" properties simultaneously the expected format is a list of strings. -- To define a tensor split, pass a list of floats. -""" -usage = "run-with-preset.py [-h] [yaml_files ...] [-- ...]" -epilog = (" -- specify additional CLI ars to be passed to the binary (override all preset files). " - "Unknown args will be ignored.") - -parser = argparse.ArgumentParser( - description=description, usage=usage, epilog=epilog, formatter_class=argparse.RawTextHelpFormatter) -parser.add_argument("-bin", "--binary", help="The binary to run.") -parser.add_argument("yaml_files", nargs="*", - help="Arbitrary number of YAML files from which to read preset values. " - "If two files specify the same values the later one will be used.") - -known_args, unknown_args = parser.parse_known_args() - -if not known_args.yaml_files and not unknown_args: - parser.print_help() - sys.exit(0) - -props = dict() - -for yaml_file in known_args.yaml_files: - with open(yaml_file, "r") as f: - props.update(yaml.load(f, yaml.SafeLoader)) - -props = {prop.replace("_", "-"): val for prop, val in props.items()} - -binary = props.pop("binary", "main") -if known_args.binary: - binary = known_args.binary - -if os.path.exists(f"./{binary}"): - binary = f"./{binary}" - -if binary.lower().endswith("main") or binary.lower().endswith("perplexity"): - cli_args = CLI_ARGS_MAIN_PERPLEXITY -elif binary.lower().endswith("llama-bench"): - cli_args = CLI_ARGS_LLAMA_BENCH -elif binary.lower().endswith("server"): - cli_args = CLI_ARGS_SERVER -else: - print(f"Unknown binary: {binary}") - sys.exit(1) - -command_list = [binary] - -for cli_arg in cli_args: - value = props.pop(cli_arg, None) - - if not value or value == -1: - continue - - if cli_arg == "logit-bias": - for token, bias in value.items(): - command_list.append("--logit-bias") - command_list.append(f"{token}{bias:+}") - continue - - if cli_arg == "reverse-prompt" and not isinstance(value, str): - for rp in value: - command_list.append("--reverse-prompt") - command_list.append(str(rp)) - continue - - command_list.append(f"--{cli_arg}") - - if cli_arg == "tensor-split": - command_list.append(",".join([str(v) for v in value])) - continue - - value = str(value) - - if value != "True": - command_list.append(str(value)) - -num_unused = len(props) -if num_unused > 10: - print(f"The preset file contained a total of {num_unused} unused properties.") -elif num_unused > 0: - print("The preset file contained the following unused properties:") - for prop, value in props.items(): - print(f" {prop}: {value}") - -command_list += unknown_args - -sp = subprocess.Popen(command_list) - -while sp.returncode is None: - try: - sp.wait() - except KeyboardInterrupt: - pass - -sys.exit(sp.returncode) diff --git a/scripts/server-llm.sh b/scripts/server-llm.sh deleted file mode 100644 index 30bbac321..000000000 --- a/scripts/server-llm.sh +++ /dev/null @@ -1,423 +0,0 @@ -#!/bin/bash -# -# Helper script for deploying llama.cpp server with a single Bash command -# -# - Works on Linux and macOS -# - Supports: CPU, CUDA, Metal, OpenCL -# - Can run all GGUF models from HuggingFace -# - Can serve requests in parallel -# - Always builds latest llama.cpp from GitHub -# -# Limitations -# -# - Chat templates are poorly supported (base models recommended) -# - Might be unstable! -# -# Usage: -# ./server-llm.sh [--port] [--repo] [--wtype] [--backend] [--gpu-id] [--n-parallel] [--n-kv] [--verbose] [-non-interactive] -# -# --port: port number, default is 8888 -# --repo: path to a repo containing GGUF model files -# --wtype: weights type (f16, q8_0, q4_0, q4_1), default is user-input -# --backend: cpu, cuda, metal, opencl, depends on the OS -# --gpu-id: gpu id, default is 0 -# --n-parallel: number of parallel requests, default is 8 -# --n-kv: KV cache size, default is 4096 -# --verbose: verbose output -# --non-interactive: run without asking a permission to run -# -# Example: -# -# bash -c "$(curl -s https://ggml.ai/server-llm.sh)" -# - -set -e - -# required utils: curl, git, make -if ! command -v curl &> /dev/null; then - printf "[-] curl not found\n" - exit 1 -fi -if ! command -v git &> /dev/null; then - printf "[-] git not found\n" - exit 1 -fi -if ! command -v make &> /dev/null; then - printf "[-] make not found\n" - exit 1 -fi - -# parse arguments -is_interactive=1 -port=8888 -repo="" -wtype="" -backend="cpu" - -# if macOS, use metal backend by default -if [[ "$OSTYPE" == "darwin"* ]]; then - backend="metal" -elif command -v nvcc &> /dev/null; then - backend="cuda" -fi - -gpu_id=0 -n_parallel=8 -n_kv=4096 -verbose=0 - -function print_usage { - printf "Usage:\n" - printf " ./server-llm.sh [--port] [--repo] [--wtype] [--backend] [--gpu-id] [--n-parallel] [--n-kv] [--verbose] [-non-interactive]\n\n" - printf " --port: port number, default is 8888\n" - printf " --repo: path to a repo containing GGUF model files\n" - printf " --wtype: weights type (f16, q8_0, q4_0, q4_1), default is user-input\n" - printf " --backend: cpu, cuda, metal, opencl, depends on the OS\n" - printf " --gpu-id: gpu id, default is 0\n" - printf " --n-parallel: number of parallel requests, default is 8\n" - printf " --n-kv: KV cache size, default is 4096\n" - printf " --verbose: verbose output\n\n" - printf " --non-interactive: run without asking a permission to run\n" - printf "Example:\n\n" - printf ' bash -c "$(curl -s https://ggml.ai/server-llm.sh)"\n\n' -} - -while [[ $# -gt 0 ]]; do - key="$1" - case $key in - --non-interactive) - is_interactive=0 - shift - ;; - --port) - port="$2" - shift - shift - ;; - --repo) - repo="$2" - shift - shift - ;; - --wtype) - wtype="$2" - shift - shift - ;; - --backend) - backend="$2" - shift - shift - ;; - --gpu-id) - gpu_id="$2" - shift - shift - ;; - --n-parallel) - n_parallel="$2" - shift - shift - ;; - --n-kv) - n_kv="$2" - shift - shift - ;; - --verbose) - verbose=1 - shift - ;; - --help) - print_usage - exit 0 - ;; - *) - echo "Unknown argument: $key" - print_usage - exit 1 - ;; - esac -done - -# available weights types -wtypes=("F16" "Q8_0" "Q4_0" "Q4_1" "Q5_0" "Q5_1" "Q6_K" "Q5_K_M" "Q5_K_S" "Q4_K_M" "Q4_K_S" "Q3_K_L" "Q3_K_M" "Q3_K_S" "Q2_K") - -wfiles=() -for wt in "${wtypes[@]}"; do - wfiles+=("") -done - -# map wtype input to index -if [[ ! -z "$wtype" ]]; then - iw=-1 - is=0 - for wt in "${wtypes[@]}"; do - # uppercase - uwt=$(echo "$wt" | tr '[:lower:]' '[:upper:]') - if [[ "$uwt" == "$wtype" ]]; then - iw=$is - break - fi - is=$((is+1)) - done - - if [[ $iw -eq -1 ]]; then - printf "[-] Invalid weight type: %s\n" "$wtype" - exit 1 - fi - - wtype="$iw" -fi - -# sample repos -repos=( - "https://huggingface.co/TheBloke/Llama-2-7B-GGUF" - "https://huggingface.co/TheBloke/Llama-2-13B-GGUF" - "https://huggingface.co/TheBloke/Llama-2-70B-GGUF" - "https://huggingface.co/TheBloke/CodeLlama-7B-GGUF" - "https://huggingface.co/TheBloke/CodeLlama-13B-GGUF" - "https://huggingface.co/TheBloke/CodeLlama-34B-GGUF" - "https://huggingface.co/TheBloke/Mistral-7B-v0.1-GGUF" - "https://huggingface.co/TheBloke/zephyr-7B-beta-GGUF" - "https://huggingface.co/TheBloke/OpenHermes-2-Mistral-7B-GGUF" - "https://huggingface.co/TheBloke/CausalLM-7B-GGUF" -) -if [ $is_interactive -eq 1 ]; then - printf "\n" - printf "[I] This is a helper script for deploying llama.cpp's server on this machine.\n\n" - printf " Based on the options that follow, the script might download a model file\n" - printf " from the internet, which can be a few GBs in size. The script will also\n" - printf " build the latest llama.cpp source code from GitHub, which can be unstable.\n" - printf "\n" - printf " Upon success, an HTTP server will be started and it will serve the selected\n" - printf " model using llama.cpp for demonstration purposes.\n" - printf "\n" - printf " Please note:\n" - printf "\n" - printf " - All new data will be stored in the current folder\n" - printf " - The server will be listening on all network interfaces\n" - printf " - The server will run with default settings which are not always optimal\n" - printf " - Do not judge the quality of a model based on the results from this script\n" - printf " - Do not use this script to benchmark llama.cpp\n" - printf " - Do not use this script in production\n" - printf " - This script is only for demonstration purposes\n" - printf "\n" - printf " If you don't know what you are doing, please press Ctrl-C to abort now\n" - printf "\n" - printf " Press Enter to continue ...\n\n" - - read -fi - -if [[ -z "$repo" ]]; then - printf "[+] No repo provided from the command line\n" - printf " Please select a number from the list below or enter an URL:\n\n" - - is=0 - for r in "${repos[@]}"; do - printf " %2d) %s\n" $is "$r" - is=$((is+1)) - done - - # ask for repo until index of sample repo is provided or an URL - while [[ -z "$repo" ]]; do - printf "\n Or choose one from: https://huggingface.co/models?sort=trending&search=gguf\n\n" - read -p "[+] Select repo: " repo - - # check if the input is a number - if [[ "$repo" =~ ^[0-9]+$ ]]; then - if [[ "$repo" -ge 0 && "$repo" -lt ${#repos[@]} ]]; then - repo="${repos[$repo]}" - else - printf "[-] Invalid repo index: %s\n" "$repo" - repo="" - fi - elif [[ "$repo" =~ ^https?:// ]]; then - repo="$repo" - else - printf "[-] Invalid repo URL: %s\n" "$repo" - repo="" - fi - done -fi - -# remove suffix -repo=$(echo "$repo" | sed -E 's/\/tree\/main$//g') - -printf "[+] Checking for GGUF model files in %s\n" "$repo" - -# find GGUF files in the source -# TODO: better logic -model_tree="${repo%/}/tree/main" -model_files=$(curl -s "$model_tree" | grep -i "\\.gguf" | sed -E 's/.*(.*)<\/span><\/a>/\1/g') - -# list all files in the provided git repo -printf "[+] Model files:\n\n" -for file in $model_files; do - # determine iw by grepping the filename with wtypes - iw=-1 - is=0 - for wt in "${wtypes[@]}"; do - # uppercase - ufile=$(echo "$file" | tr '[:lower:]' '[:upper:]') - if [[ "$ufile" =~ "$wt" ]]; then - iw=$is - break - fi - is=$((is+1)) - done - - if [[ $iw -eq -1 ]]; then - continue - fi - - wfiles[$iw]="$file" - - have=" " - if [[ -f "$file" ]]; then - have="*" - fi - - printf " %2d) %s %s\n" $iw "$have" "$file" -done - -wfile="${wfiles[$wtype]}" - -# ask for weights type until provided and available -while [[ -z "$wfile" ]]; do - printf "\n" - read -p "[+] Select weight type: " wtype - wfile="${wfiles[$wtype]}" - - if [[ -z "$wfile" ]]; then - printf "[-] Invalid weight type: %s\n" "$wtype" - wtype="" - fi -done - -printf "[+] Selected weight type: %s (%s)\n" "$wtype" "$wfile" - -url="${repo%/}/resolve/main/$wfile" - -# check file if the model has been downloaded before -chk="$wfile.chk" - -# check if we should download the file -# - if $wfile does not exist -# - if $wfile exists but $chk does not exist -# - if $wfile exists and $chk exists but $wfile is newer than $chk -# TODO: better logic using git lfs info - -do_download=0 - -if [[ ! -f "$wfile" ]]; then - do_download=1 -elif [[ ! -f "$chk" ]]; then - do_download=1 -elif [[ "$wfile" -nt "$chk" ]]; then - do_download=1 -fi - -if [[ $do_download -eq 1 ]]; then - printf "[+] Downloading weights from %s\n" "$url" - - # download the weights file - curl -o "$wfile" -# -L "$url" - - # create a check file if successful - if [[ $? -eq 0 ]]; then - printf "[+] Creating check file %s\n" "$chk" - touch "$chk" - fi -else - printf "[+] Using cached weights %s\n" "$wfile" -fi - -# get latest llama.cpp and build - -printf "[+] Downloading latest llama.cpp\n" - -llama_cpp_dir="__llama_cpp_port_${port}__" - -if [[ -d "$llama_cpp_dir" && ! -f "$llama_cpp_dir/__ggml_script__" ]]; then - # if the dir exists and there isn't a file "__ggml_script__" in it, abort - printf "[-] Directory %s already exists\n" "$llama_cpp_dir" - printf "[-] Please remove it and try again\n" - exit 1 -elif [[ -d "$llama_cpp_dir" ]]; then - printf "[+] Directory %s already exists\n" "$llama_cpp_dir" - printf "[+] Using cached llama.cpp\n" - - cd "$llama_cpp_dir" - git reset --hard - git fetch - git checkout origin/master - - cd .. -else - printf "[+] Cloning llama.cpp\n" - - git clone https://github.com/ggerganov/llama.cpp "$llama_cpp_dir" -fi - -# mark that that the directory is made by this script -touch "$llama_cpp_dir/__ggml_script__" - -if [[ $verbose -eq 1 ]]; then - set -x -fi - -# build -cd "$llama_cpp_dir" - -make clean - -log="--silent" -if [[ $verbose -eq 1 ]]; then - log="" -fi - -if [[ "$backend" == "cuda" ]]; then - printf "[+] Building with CUDA backend\n" - LLAMA_CUBLAS=1 make -j server $log -elif [[ "$backend" == "cpu" ]]; then - printf "[+] Building with CPU backend\n" - make -j server $log -elif [[ "$backend" == "metal" ]]; then - printf "[+] Building with Metal backend\n" - make -j server $log -elif [[ "$backend" == "opencl" ]]; then - printf "[+] Building with OpenCL backend\n" - LLAMA_CLBLAST=1 make -j server $log -else - printf "[-] Unknown backend: %s\n" "$backend" - exit 1 -fi - -# run the server - -printf "[+] Running server\n" - -args="" -if [[ "$backend" == "cuda" ]]; then - export CUDA_VISIBLE_DEVICES=$gpu_id - args="-ngl 999" -elif [[ "$backend" == "cpu" ]]; then - args="-ngl 0" -elif [[ "$backend" == "metal" ]]; then - args="-ngl 999" -elif [[ "$backend" == "opencl" ]]; then - args="-ngl 999" -else - printf "[-] Unknown backend: %s\n" "$backend" - exit 1 -fi - -if [[ $verbose -eq 1 ]]; then - args="$args --verbose" -fi - -./server -m "../$wfile" --host 0.0.0.0 --port "$port" -c $n_kv -np "$n_parallel" $args - -exit 0 diff --git a/scripts/sync-ggml-am.sh b/scripts/sync-ggml-am.sh deleted file mode 100755 index 2c391e641..000000000 --- a/scripts/sync-ggml-am.sh +++ /dev/null @@ -1,168 +0,0 @@ -#!/bin/bash -# -# Synchronize ggml changes to llama.cpp -# -# Usage: -# -# $ cd /path/to/llama.cpp -# $ ./scripts/sync-ggml-am.sh -skip hash0,hash1,hash2... -# - -set -e - -sd=$(dirname $0) -cd $sd/../ - -SRC_LLAMA=$(pwd) -SRC_GGML=$(cd ../ggml; pwd) - -if [ ! -d $SRC_GGML ]; then - echo "ggml not found at $SRC_GGML" - exit 1 -fi - -lc=$(cat $SRC_LLAMA/scripts/sync-ggml.last) -echo "Syncing ggml changes since commit $lc" - -to_skip="" -if [ "$1" == "-skip" ]; then - to_skip=$2 -fi - -cd $SRC_GGML - -git log --oneline $lc..HEAD -git log --oneline $lc..HEAD --reverse | grep -v "(llama/[0-9]*)" | cut -d' ' -f1 > $SRC_LLAMA/ggml-commits - -if [ ! -s $SRC_LLAMA/ggml-commits ]; then - rm -v $SRC_LLAMA/ggml-commits - echo "No new commits" - exit 0 -fi - -if [ -f $SRC_LLAMA/ggml-src.patch ]; then - rm -v $SRC_LLAMA/ggml-src.patch -fi - -while read c; do - if [ -n "$to_skip" ]; then - if [[ $to_skip == *"$c"* ]]; then - echo "Skipping $c" - continue - fi - fi - - git format-patch -k $c~1..$c --stdout -- \ - include/ggml/ggml*.h \ - src/ggml*.h \ - src/ggml*.c \ - src/ggml*.cpp \ - src/ggml*.m \ - src/ggml*.metal \ - src/ggml*.cu \ - tests/test-opt.cpp \ - tests/test-grad0.cpp \ - tests/test-quantize-fns.cpp \ - tests/test-quantize-perf.cpp \ - tests/test-backend-ops.cpp \ - >> $SRC_LLAMA/ggml-src.patch -done < $SRC_LLAMA/ggml-commits - -rm -v $SRC_LLAMA/ggml-commits - -# delete files if empty -if [ ! -s $SRC_LLAMA/ggml-src.patch ]; then - rm -v $SRC_LLAMA/ggml-src.patch -fi - -cd $SRC_LLAMA - -if [ -f $SRC_LLAMA/ggml-src.patch ]; then - # replace PR numbers - # - # Subject: some text (#1234) - # Subject: some text (ggml/1234) - cat ggml-src.patch | sed -e 's/^Subject: \(.*\) (#\([0-9]*\))/Subject: \1 (ggml\/\2)/' > ggml-src.patch.tmp - mv ggml-src.patch.tmp ggml-src.patch - - cat ggml-src.patch | sed -e 's/^\(.*\) (#\([0-9]*\))$/\1 (ggml\/\2)/' > ggml-src.patch.tmp - mv ggml-src.patch.tmp ggml-src.patch - - # replace filenames: - # - # src/ggml.c -> ggml.c - # src/ggml-alloc.c -> ggml-alloc.c - # src/ggml-backend-impl.h -> ggml-backend-impl.h - # src/ggml-backend.c -> ggml-backend.c - # src/ggml-cuda.cu -> ggml-cuda.cu - # src/ggml-cuda.h -> ggml-cuda.h - # src/ggml-impl.h -> ggml-impl.h - # src/ggml-kompute.cpp -> ggml-kompute.cpp - # src/ggml-kompute.h -> ggml-kompute.h - # src/ggml-metal.h -> ggml-metal.h - # src/ggml-metal.m -> ggml-metal.m - # src/ggml-mpi.h -> ggml-mpi.h - # src/ggml-mpi.c -> ggml-mpi.c - # src/ggml-opencl.cpp -> ggml-opencl.cpp - # src/ggml-opencl.h -> ggml-opencl.h - # src/ggml-quants.c -> ggml-quants.c - # src/ggml-quants.h -> ggml-quants.h - # src/ggml-sycl.cpp -> ggml-sycl.cpp - # src/ggml-sycl.h -> ggml-sycl.h - # src/ggml-vulkan.cpp -> ggml-vulkan.cpp - # src/ggml-vulkan.h -> ggml-vulkan.h - # include/ggml/ggml.h -> ggml.h - # include/ggml/ggml-alloc.h -> ggml-alloc.h - # include/ggml/ggml-backend.h -> ggml-backend.h - # - # tests/test-opt.cpp -> tests/test-opt.cpp - # tests/test-grad0.cpp -> tests/test-grad0.cpp - # tests/test-quantize-fns.cpp -> tests/test-quantize-fns.cpp - # tests/test-quantize-perf.cpp -> tests/test-quantize-perf.cpp - # tests/test-backend-ops.cpp -> tests/test-backend-ops.cpp - - cat ggml-src.patch | sed \ - -e 's/src\/ggml\.c/ggml.c/g' \ - -e 's/src\/ggml-alloc\.c/ggml-alloc.c/g' \ - -e 's/src\/ggml-backend-impl\.h/ggml-backend-impl.h/g' \ - -e 's/src\/ggml-backend\.c/ggml-backend.c/g' \ - -e 's/src\/ggml-cuda\.cu/ggml-cuda.cu/g' \ - -e 's/src\/ggml-cuda\.h/ggml-cuda.h/g' \ - -e 's/src\/ggml-impl\.h/ggml-impl.h/g' \ - -e 's/src\/ggml-kompute\.cpp/ggml-kompute.cpp/g' \ - -e 's/src\/ggml-kompute\.h/ggml-kompute.h/g' \ - -e 's/src\/ggml-metal\.h/ggml-metal.h/g' \ - -e 's/src\/ggml-metal\.m/ggml-metal.m/g' \ - -e 's/src\/ggml-mpi\.h/ggml-mpi.h/g' \ - -e 's/src\/ggml-mpi\.c/ggml-mpi.c/g' \ - -e 's/src\/ggml-opencl\.cpp/ggml-opencl.cpp/g' \ - -e 's/src\/ggml-opencl\.h/ggml-opencl.h/g' \ - -e 's/src\/ggml-quants\.c/ggml-quants.c/g' \ - -e 's/src\/ggml-quants\.h/ggml-quants.h/g' \ - -e 's/src\/ggml-sycl\.cpp/ggml-sycl.cpp/g' \ - -e 's/src\/ggml-sycl\.h/ggml-sycl.h/g' \ - -e 's/src\/ggml-vulkan\.cpp/ggml-vulkan.cpp/g' \ - -e 's/src\/ggml-vulkan\.h/ggml-vulkan.h/g' \ - -e 's/include\/ggml\/ggml\.h/ggml.h/g' \ - -e 's/include\/ggml\/ggml-alloc\.h/ggml-alloc.h/g' \ - -e 's/include\/ggml\/ggml-backend\.h/ggml-backend.h/g' \ - -e 's/tests\/test-opt\.cpp/tests\/test-opt.cpp/g' \ - -e 's/tests\/test-grad0\.cpp/tests\/test-grad0.cpp/g' \ - -e 's/tests\/test-quantize-fns\.cpp/tests\/test-quantize-fns.cpp/g' \ - -e 's/tests\/test-quantize-perf\.cpp/tests\/test-quantize-perf.cpp/g' \ - -e 's/tests\/test-backend-ops\.cpp/tests\/test-backend-ops.cpp/g' \ - > ggml-src.patch.tmp - mv ggml-src.patch.tmp ggml-src.patch - - git am ggml-src.patch - - rm -v $SRC_LLAMA/ggml-src.patch -fi - -# update last commit -cd $SRC_GGML -git log -1 --format=%H > $SRC_LLAMA/scripts/sync-ggml.last - -echo "Done" - -exit 0 diff --git a/scripts/sync-ggml.last b/scripts/sync-ggml.last deleted file mode 100644 index 7a23ab162..000000000 --- a/scripts/sync-ggml.last +++ /dev/null @@ -1 +0,0 @@ -5070f078a67c18c11736e78316ab715ca9afde16 diff --git a/spm-headers/ggml-alloc.h b/spm-headers/ggml-alloc.h deleted file mode 120000 index a49d385a1..000000000 --- a/spm-headers/ggml-alloc.h +++ /dev/null @@ -1 +0,0 @@ -../ggml-alloc.h \ No newline at end of file diff --git a/spm-headers/ggml-backend.h b/spm-headers/ggml-backend.h deleted file mode 120000 index 17c2cf14f..000000000 --- a/spm-headers/ggml-backend.h +++ /dev/null @@ -1 +0,0 @@ -../ggml-backend.h \ No newline at end of file diff --git a/spm-headers/ggml.h b/spm-headers/ggml.h deleted file mode 120000 index 39215298f..000000000 --- a/spm-headers/ggml.h +++ /dev/null @@ -1 +0,0 @@ -../ggml.h \ No newline at end of file diff --git a/tests/.gitignore b/tests/.gitignore deleted file mode 100644 index 9427cf13d..000000000 --- a/tests/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -* -!*.* -*.o diff --git a/tests/get-model.cpp b/tests/get-model.cpp deleted file mode 100644 index 4edb685f0..000000000 --- a/tests/get-model.cpp +++ /dev/null @@ -1,21 +0,0 @@ -#include -#include -#include - -#include "get-model.h" - -char * get_model_or_exit(int argc, char *argv[]) { - char * model_path; - if (argc > 1) { - model_path = argv[1]; - - } else { - model_path = getenv("LLAMACPP_TEST_MODELFILE"); - if (!model_path || strlen(model_path) == 0) { - fprintf(stderr, "\033[33mWARNING: No model file provided. Skipping this test. Set LLAMACPP_TEST_MODELFILE= to silence this warning and run this test.\n\033[0m"); - exit(EXIT_SUCCESS); - } - } - - return model_path; -} diff --git a/tests/get-model.h b/tests/get-model.h deleted file mode 100644 index 81a3a0fef..000000000 --- a/tests/get-model.h +++ /dev/null @@ -1,2 +0,0 @@ -#pragma once -char * get_model_or_exit(int, char*[]); diff --git a/tests/test-autorelease.cpp b/tests/test-autorelease.cpp deleted file mode 100644 index 57fa00011..000000000 --- a/tests/test-autorelease.cpp +++ /dev/null @@ -1,24 +0,0 @@ -// ref: https://github.com/ggerganov/llama.cpp/issues/4952#issuecomment-1892864763 - -#include -#include -#include - -#include "llama.h" -#include "get-model.h" - -// This creates a new context inside a pthread and then tries to exit cleanly. -int main(int argc, char ** argv) { - auto * model_path = get_model_or_exit(argc, argv); - - std::thread([&model_path]() { - llama_backend_init(); - auto * model = llama_load_model_from_file(model_path, llama_model_default_params()); - auto * ctx = llama_new_context_with_model(model, llama_context_default_params()); - llama_free(ctx); - llama_free_model(model); - llama_backend_free(); - }).join(); - - return 0; -} diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp deleted file mode 100644 index 9af8517d9..000000000 --- a/tests/test-backend-ops.cpp +++ /dev/null @@ -1,2253 +0,0 @@ -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include - -static void init_tensor_uniform(ggml_tensor * tensor, float min = -1.0f, float max = 1.0f) { - // static RNG initialization (revisit if n_threads stops being constant) - static const size_t n_threads = std::thread::hardware_concurrency(); - static std::vector generators = []() { - std::random_device rd; - std::vector vec; - vec.reserve(n_threads); - //for (size_t i = 0; i < n_threads; i++) { vec.emplace_back(1234 + i); } // fixed seed - for (size_t i = 0; i < n_threads; i++) { vec.emplace_back(rd()); } - return vec; - }(); - - size_t size = ggml_nelements(tensor); - std::vector data(size); - - auto init_thread = [&](size_t ith, size_t start, size_t end) { - std::uniform_real_distribution distribution(min, max); - for (size_t i = start; i < end; i++) { - data[i] = distribution(generators[ith]); - } - }; - - std::vector threads; - threads.reserve(n_threads); - for (size_t i = 0; i < n_threads; i++) { - size_t start = i*size/n_threads; - size_t end = (i+1)*size/n_threads; - threads.emplace_back(init_thread, i, start, end); - } - for (auto & t : threads) { - t.join(); - } - - if (tensor->type == GGML_TYPE_F32 || tensor->type == GGML_TYPE_I32) { - ggml_backend_tensor_set(tensor, data.data(), 0, size * sizeof(float)); - } else if (ggml_is_quantized(tensor->type) || tensor->type == GGML_TYPE_F16) { - GGML_ASSERT(size % ggml_blck_size(tensor->type) == 0); - std::vector dataq(ggml_row_size(tensor->type, size)); - int64_t hist[16]; - std::vector imatrix(tensor->ne[0], 1.0f); // dummy importance matrix - const float * im = imatrix.data(); - if (!ggml_quantize_requires_imatrix(tensor->type)) { - // when the imatrix is optional, we want to test both quantization with and without imatrix - // use one of the random numbers to decide - if (data[0] > 0.5f*(min + max)) { - im = nullptr; - } - } - ggml_quantize_chunk(tensor->type, data.data(), dataq.data(), 0, size/tensor->ne[0], tensor->ne[0], hist, im); - ggml_backend_tensor_set(tensor, dataq.data(), 0, dataq.size()); - } else if (tensor->type == GGML_TYPE_I8 || tensor->type == GGML_TYPE_I16 || tensor->type == GGML_TYPE_I32) { - // This is going to create some weird integers though. - ggml_backend_tensor_set(tensor, data.data(), 0, ggml_nbytes(tensor)); - } else { - GGML_ASSERT(false); - } -} - -static std::vector tensor_to_float(const ggml_tensor * t) { - std::vector tv; - tv.reserve(ggml_nelements(t)); - - std::vector buf(ggml_nbytes(t)); - ggml_backend_tensor_get(t, buf.data(), 0, ggml_nbytes(t)); - - ggml_type_traits_t tt = ggml_internal_get_type_traits(t->type); - size_t bs = ggml_blck_size(t->type); - std::vector vq(ggml_blck_size(t->type)); - bool quantized = ggml_is_quantized(t->type); - - // access elements by index to avoid gaps in views - for (int64_t i3 = 0; i3 < t->ne[3]; i3++) { - for (int64_t i2 = 0; i2 < t->ne[2]; i2++) { - for (int64_t i1 = 0; i1 < t->ne[1]; i1++) { - for (int64_t i0 = 0; i0 < t->ne[0]; i0 += bs) { - size_t i = i3*t->nb[3] + i2*t->nb[2] + i1*t->nb[1] + i0/bs*t->nb[0]; - if (t->type == GGML_TYPE_F16) { - tv.push_back(ggml_fp16_to_fp32(*(ggml_fp16_t*)&buf[i])); - } else if (t->type == GGML_TYPE_F32) { - tv.push_back(*(float *) &buf[i]); - } else if (t->type == GGML_TYPE_I32) { - tv.push_back((float)*(int32_t *) &buf[i]); - } else if (t->type == GGML_TYPE_I16) { - tv.push_back((float)*(int16_t *) &buf[i]); - } else if (t->type == GGML_TYPE_I8) { - tv.push_back((float)*(int8_t *) &buf[i]); - } else if (quantized) { - tt.to_float(&buf[i], vq.data(), ggml_blck_size(t->type)); - tv.insert(tv.end(), vq.begin(), vq.end()); - } else { - GGML_ASSERT(false); - } - } - } - } - } - - return tv; -} - -/* -static double cosine_similarity(const float * v1, const float * v2, size_t n) { - double dot = 0.0; - double mag1 = 0.0; - double mag2 = 0.0; - - for (size_t i = 0; i < n; i++) { - if (std::isnan(v1[i]) || std::isnan(v2[i])) { - return -1.0f; - } - if (std::isinf(v1[i]) && std::isinf(v2[i])) { - continue; - } - dot += v1[i]*v2[i]; - mag1 += v1[i]*v1[i]; - mag2 += v2[i]*v2[i]; - } - - return dot/sqrt(mag1*mag2); -} - -static float distance(const float * v1, const float * v2, size_t n) { - double d = 0.0; - - for (size_t i = 0; i < n; i++) { - if (std::isnan(v1[i]) || std::isnan(v2[i])) { - return INFINITY; - } - if (std::isinf(v1[i]) && std::isinf(v2[i])) { - continue; - } - d += (v1[i] - v2[i])*(v1[i] - v2[i]); - } - - return sqrt(d); -} - -static float vec_len(const float * v, size_t n) { - double d = 0.0; - - for (size_t i = 0; i < n; i++) { - if (std::isnan(v[i])) { - return INFINITY; - } - if (std::isinf(v[i])) { - continue; - } - d += v[i]*v[i]; - } - - return sqrt(d); -} -*/ - -// normalized mean squared error = mse(a, b) / mse(a, 0) -static double nmse(const float * a, const float * b, size_t n) { - double mse_a_b = 0.0; - double mse_a_0 = 0.0; - - for (size_t i = 0; i < n; i++) { - float a_i = a[i]; - float b_i = b[i]; - - mse_a_b += (a_i - b_i) * (a_i - b_i); - mse_a_0 += a_i * a_i; - } - - return mse_a_b / mse_a_0; -} - -// utils for printing the variables of the test cases -#define VAR_TO_STR(x) (#x "=" + var_to_str(x)) - -template -static std::string var_to_str(const T & x) { - return std::to_string(x); -} - -template -static std::string var_to_str(const T (&x)[N]) { - std::string s = "["; - for (size_t i = 0; i < N; i++) { - if (i > 0) { - s += ","; - } - s += var_to_str(x[i]); - } - s += "]"; - return s; -} - -template -static std::string var_to_str(const std::array & x) { - std::string s = "["; - for (size_t i = 0; i < N; i++) { - if (i > 0) { - s += ","; - } - s += var_to_str(x[i]); - } - s += "]"; - return s; -} - -//static std::string var_to_str(ggml_unary_op unary_op) { -// return ggml_unary_op_name(unary_op); -//} - -static std::string var_to_str(ggml_type type) { - return ggml_type_name(type); -} - -static std::string var_to_str(ggml_op_pool pool) { - switch (pool) { - case GGML_OP_POOL_AVG: return "avg"; - case GGML_OP_POOL_MAX: return "max"; - default: return std::to_string(pool); - } -} - -#define VARS_TO_STR1(a) VAR_TO_STR(a) -#define VARS_TO_STR2(a, b) VAR_TO_STR(a) + "," + VAR_TO_STR(b) -#define VARS_TO_STR3(a, b, c) VAR_TO_STR(a) + "," + VARS_TO_STR2(b, c) -#define VARS_TO_STR4(a, b, c, d) VAR_TO_STR(a) + "," + VARS_TO_STR3(b, c, d) -#define VARS_TO_STR5(a, b, c, d, e) VAR_TO_STR(a) + "," + VARS_TO_STR4(b, c, d, e) -#define VARS_TO_STR6(a, b, c, d, e, f) VAR_TO_STR(a) + "," + VARS_TO_STR5(b, c, d, e, f) -#define VARS_TO_STR7(a, b, c, d, e, f, g) VAR_TO_STR(a) + "," + VARS_TO_STR6(b, c, d, e, f, g) -#define VARS_TO_STR8(a, b, c, d, e, f, g, h) VAR_TO_STR(a) + "," + VARS_TO_STR7(b, c, d, e, f, g, h) -#define VARS_TO_STR9(a, b, c, d, e, f, g, h, i) VAR_TO_STR(a) + "," + VARS_TO_STR8(b, c, d, e, f, g, h, i) -#define VARS_TO_STR10(a, b, c, d, e, f, g, h, i, j) VAR_TO_STR(a) + "," + VARS_TO_STR9(b, c, d, e, f, g, h, i, j) -#define VARS_TO_STR11(a, b, c, d, e, f, g, h, i, j, k) VAR_TO_STR(a) + "," + VARS_TO_STR10(b, c, d, e, f, g, h, i, j, k) -#define VARS_TO_STR12(a, b, c, d, e, f, g, h, i, j, k, l) VAR_TO_STR(a) + "," + VARS_TO_STR11(b, c, d, e, f, g, h, i, j, k, l) - -#ifdef GGML_USE_SYCL -static bool inline _isinf(float f) { - return (*(uint32_t *)&f & 0x7fffffff) == 0x7f800000; -} -#else -static bool inline _isinf(float f) { return std::isinf(f); } -#endif - -// accept FLT_MAX as infinity -static bool isinf_or_max(float f) { - return _isinf(f) || f == FLT_MAX || f == -FLT_MAX; -} - -static bool ggml_is_view_op(enum ggml_op op) { - return op == GGML_OP_VIEW || op == GGML_OP_RESHAPE || op == GGML_OP_PERMUTE || op == GGML_OP_TRANSPOSE; -} - -enum test_mode { - MODE_TEST, - MODE_PERF, -}; - -struct test_case { - virtual ~test_case() {} - - virtual std::string op_desc(ggml_tensor * t) { - return ggml_op_desc(t); - } - - virtual std::string vars() { - return ""; - } - - virtual ggml_tensor * build_graph(ggml_context * ctx) = 0; - - virtual double max_nmse_err() { - return 1e-7; - } - - virtual void initialize_tensors(ggml_context * ctx) { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != nullptr; t = ggml_get_next_tensor(ctx, t)) { - init_tensor_uniform(t); - } - } - - virtual size_t op_size(ggml_tensor * t) { - size_t size = ggml_nbytes(t); - // add source tensors - for (int i = 0; i < GGML_MAX_SRC; i++) { - if (t->src[i] != NULL) { - size += ggml_nbytes(t->src[i]); - } - } - return size; - } - - ggml_cgraph * gf = nullptr; - - static const int sentinel_size = 1024; - - test_mode mode; - - std::vector sentinels; - - void add_sentinel(ggml_context * ctx) { - if (mode == MODE_PERF) { - return; - } - ggml_tensor * sentinel = ::ggml_new_tensor_1d(ctx, GGML_TYPE_F32, sentinel_size); - ggml_format_name(sentinel, "sent_%zu", sentinels.size()); - sentinels.push_back(sentinel); - } - - // hijack ggml_new_tensor to add sentinels after each tensor to check for overflows in the backend - - ggml_tensor * ggml_new_tensor(ggml_context * ctx, ggml_type type, int n_dims, const int64_t * ne) { - ggml_tensor * t = ::ggml_new_tensor(ctx, type, n_dims, ne); - add_sentinel(ctx); - return t; - } - - ggml_tensor * ggml_new_tensor_1d(ggml_context * ctx, ggml_type type, int64_t ne0) { - ggml_tensor * t = ::ggml_new_tensor_1d(ctx, type, ne0); - add_sentinel(ctx); - return t; - } - - ggml_tensor * ggml_new_tensor_2d(ggml_context * ctx, ggml_type type, int64_t ne0, int64_t ne1) { - ggml_tensor * t = ::ggml_new_tensor_2d(ctx, type, ne0, ne1); - add_sentinel(ctx); - return t; - } - - ggml_tensor * ggml_new_tensor_3d(ggml_context * ctx, ggml_type type, int64_t ne0, int64_t ne1, int64_t ne2) { - ggml_tensor * t = ::ggml_new_tensor_3d(ctx, type, ne0, ne1, ne2); - add_sentinel(ctx); - return t; - } - - ggml_tensor * ggml_new_tensor_4d(ggml_context * ctx, ggml_type type, int64_t ne0, int64_t ne1, int64_t ne2, int64_t ne3) { - ggml_tensor * t = ::ggml_new_tensor_4d(ctx, type, ne0, ne1, ne2, ne3); - add_sentinel(ctx); - return t; - } - - bool eval(ggml_backend_t backend1, ggml_backend_t backend2, const char * op_name) { - mode = MODE_TEST; - - ggml_init_params params = { - /* .mem_size = */ ggml_tensor_overhead()*128 + ggml_graph_overhead(), - /* .mem_base = */ NULL, - /* .no_alloc = */ true, - }; - ggml_context * ctx = ggml_init(params); - - gf = ggml_new_graph(ctx); - - // pre-graph sentinel - add_sentinel(ctx); - - ggml_tensor * out = build_graph(ctx); - - if (op_name != nullptr && op_desc(out) != op_name) { - //printf(" %s: skipping\n", op_desc(out).c_str()); - ggml_free(ctx); - return true; - } - - printf(" %s(%s): ", op_desc(out).c_str(), vars().c_str()); - fflush(stdout); - - // check if the backends support the ops - bool supported = true; - for (ggml_backend_t backend : {backend1, backend2}) { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (!ggml_backend_supports_op(backend, t)) { - printf("not supported [%s] ", ggml_backend_name(backend)); - supported = false; - break; - } - } - } - if (!supported) { - printf("\n"); - ggml_free(ctx); - return true; - } - - // post-graph sentinel - add_sentinel(ctx); - - // allocate - ggml_backend_buffer_t buf = ggml_backend_alloc_ctx_tensors(ctx, backend1); - if (buf == NULL) { - printf("failed to allocate tensors [%s] ", ggml_backend_name(backend1)); - ggml_free(ctx); - return false; - } - - // build graph - ggml_build_forward_expand(gf, out); - - // add sentinels as graph nodes so that they are checked in the callback - for (ggml_tensor * sentinel : sentinels) { - gf->nodes[gf->n_nodes++] = sentinel; - } - - // randomize tensors - initialize_tensors(ctx); - - // compare - struct callback_userdata { - bool ok; - double max_err; - ggml_backend_t backend1; - ggml_backend_t backend2; - }; - - callback_userdata ud { - true, - max_nmse_err(), - backend1, - backend2 - }; - - auto callback = [](int index, ggml_tensor * t1, ggml_tensor * t2, void * user_data) -> bool { - callback_userdata * ud = (callback_userdata *) user_data; - const char * bn1 = ggml_backend_name(ud->backend1); - const char * bn2 = ggml_backend_name(ud->backend2); - - if (t1->op == GGML_OP_NONE) { - // sentinels must be unchanged - std::vector t1_data(ggml_nbytes(t1)); - std::vector t2_data(ggml_nbytes(t2)); - ggml_backend_tensor_get(t1, t1_data.data(), 0, ggml_nbytes(t1)); - ggml_backend_tensor_get(t2, t2_data.data(), 0, ggml_nbytes(t2)); - - if (memcmp(t1_data.data(), t2_data.data(), ggml_nbytes(t1)) != 0) { - printf("sentinel mismatch: %s ", t1->name); - ud->ok = false; - return true; - } - } - - std::vector f1 = tensor_to_float(t1); - std::vector f2 = tensor_to_float(t2); - - for (size_t i = 0; i < f1.size(); i++) { - // check for nans - if (std::isnan(f1[i]) || std::isnan(f2[i])) { - printf("[%s] NaN at index %zu (%s=%f %s=%f) ", ggml_op_desc(t1), i, bn1, f1[i], bn2, f2[i]); - ud->ok = false; - return true; - } - // check for infs: both must be inf of the same sign, or both must be finite - if (isinf_or_max(f1[i]) || isinf_or_max(f2[i])) { - if (isinf_or_max(f1[i]) && isinf_or_max(f2[i])) { - if (std::signbit(f1[i]) != std::signbit(f2[i])) { - printf("[%s] inf sign mismatch: %s=%f %s=%f ", ggml_op_desc(t1), bn1, f1[i], bn2, f2[i]); - ud->ok = false; - return true; - } - } else { - printf("[%s] inf mismatch: %s=%f %s=%f ", ggml_op_desc(t1), bn1, f1[i], bn2, f2[i]); - ud->ok = false; - return true; - } - } - } - - double err = nmse(f1.data(), f2.data(), f1.size()); - if (err > ud->max_err) { - printf("[%s] NMSE = %.9f > %.9f ", ggml_op_desc(t1), err, ud->max_err); - //for (int i = 0; i < (int) f1.size(); i++) { - // printf("%5d %9.6f %9.6f, diff = %9.6f\n", i, f1[i], f2[i], f1[i] - f2[i]); - //} - //printf("\n"); - //exit(1); - ud->ok = false; - } - return true; - - GGML_UNUSED(index); - }; - - const bool cmp_ok = ggml_backend_compare_graph_backend(backend1, backend2, gf, callback, &ud); - - if (!cmp_ok) { - printf("compare failed "); - } - - ggml_backend_buffer_free(buf); - - ggml_free(ctx); - - if (ud.ok && cmp_ok) { - printf("\033[1;32mOK\033[0m\n"); - return true; - } - - printf("\033[1;31mFAIL\033[0m\n"); - return false; - } - - bool eval_perf(ggml_backend_t backend, const char * op_name) { - mode = MODE_PERF; - - static const size_t graph_nodes = 8192; - - ggml_init_params params = { - /* .mem_size = */ ggml_tensor_overhead()*128 + ggml_graph_overhead_custom(graph_nodes, false), - /* .mem_base = */ NULL, - /* .no_alloc = */ true, - }; - ggml_context * ctx = ggml_init(params); - - ggml_tensor * out = build_graph(ctx); - - if (op_name != nullptr && op_desc(out) != op_name) { - //printf(" %s: skipping\n", op_desc(out).c_str()); - ggml_free(ctx); - return true; - } - - int len = printf(" %s(%s): ", op_desc(out).c_str(), vars().c_str()); - fflush(stdout); - - // check if backends support op - if (!ggml_backend_supports_op(backend, out)) { - printf("not supported\n"); - ggml_free(ctx); - return true; - } - - // align while also leaving some margin for variations in parameters - int align = 20; - int last = (len + align - 1) / align * align; - if (last - len < 5) { - last += align; - } - last = std::max(last, 60); - printf("%*s", last - len, ""); - - // allocate - ggml_backend_buffer_t buf = ggml_backend_alloc_ctx_tensors(ctx, backend); - if (buf == NULL) { - printf("failed to allocate tensors\n"); - ggml_free(ctx); - return false; - } - - // randomize tensors - initialize_tensors(ctx); - - // build graph - ggml_cgraph * gf = ggml_new_graph_custom(ctx, graph_nodes, false); - ggml_build_forward_expand(gf, out); - - // warmup run - ggml_backend_graph_compute(backend, gf); - - // duplicate the op - size_t target_size = ggml_backend_is_cpu(backend) ? 1ULL << 33 : 1ULL << 35; // 8 GB CPU, 32 GB GPU - int n_runs = std::min((size_t)gf->size - gf->n_nodes, target_size / op_size(out)) + 1; - for (int i = 1; i < n_runs; i++) { - gf->nodes[gf->n_nodes++] = out; - } - - // calculate memory - size_t mem = n_runs * op_size(out); - auto tensor_op_size = [](ggml_tensor * t) { - size_t size = ggml_nbytes(t); - // add source tensors - for (int i = 0; i < GGML_MAX_SRC; i++) { - if (t->src[i] != NULL) { - size += ggml_nbytes(t->src[i]); - } - } - return size; - }; - for (int i = 0; i < gf->n_nodes; i++) { - if (ggml_is_view_op(gf->nodes[i]->op) || gf->nodes[i] == out) { - continue; - } - mem += tensor_op_size(gf->nodes[i]); - } - - // run - ggml_backend_synchronize(backend); - - int64_t start_time = ggml_time_us(); - ggml_backend_graph_compute(backend, gf); - ggml_backend_synchronize(backend); - int64_t end_time = ggml_time_us(); - double time_us = end_time - start_time; - - printf(" %5d runs - %8.2f us/run - %8zu kB/run - \033[1;34m%7.2f GB/s\033[0m\n", - n_runs, - time_us / n_runs, - op_size(out) / 1024, - mem / (time_us/1e6) / 1024.0 / 1024.0 / 1024.0); - - ggml_backend_buffer_free(buf); - - ggml_free(ctx); - - return true; - } -}; - -// GGML_OP_UNARY -struct test_unary : public test_case { - const ggml_unary_op op; - const ggml_type type; - const std::array ne; - - std::string vars() override { - return VARS_TO_STR2(type, ne); - } - - test_unary(ggml_unary_op op, - ggml_type type = GGML_TYPE_F32, - std::array ne = {128, 10, 10, 10}) - : op(op), type(type), ne(ne) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * in = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_unary(ctx, in, op); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - // test extended range of values to check for NaNs in GELU - init_tensor_uniform(t, -150.f, 150.f); - } - } -}; - -// GGML_OP_GET_ROWS -struct test_get_rows : public test_case { - const ggml_type type; - const int n; // cols - const int m; // rows - const int r; // rows to get - const int b; // batch size - const bool v; // view (non-contiguous src1) - - std::string vars() override { - return VARS_TO_STR6(type, n, m, r, b, v); - } - - test_get_rows(ggml_type type = GGML_TYPE_F32, int n = 10, int m = 5, int r = 3, int b = 1, bool v = false) - : type(type), n(n), m(m), r(r), b(b), v(v) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * in = ggml_new_tensor_3d(ctx, type, n, m, b); - ggml_tensor * rows = ggml_new_tensor_2d(ctx, GGML_TYPE_I32, r, b); - if (v) { - rows = ggml_view_2d(ctx, rows, r/2, b, rows->nb[1], 0); - } - ggml_tensor * out = ggml_get_rows(ctx, in, rows); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (t->type == GGML_TYPE_I32) { - if (ggml_is_view_op(t->op)) { continue; } - // rows - std::vector data(r*b); - for (int i = 0; i < r*b; i++) { - data[i] = rand() % m; - } - ggml_backend_tensor_set(t, data.data(), 0, r * b * sizeof(int)); - } else { - init_tensor_uniform(t); - } - } - } -}; - -// GGML_OP_REPEAT -struct test_repeat : public test_case { - const ggml_type type; - const std::array ne; - const std::array nr; - - std::string vars() override { - return VARS_TO_STR3(type, ne, nr); - } - - size_t op_size(ggml_tensor * t) override { - return ggml_nbytes(t) * 2; - } - - test_repeat(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - std::array nr = {2, 2, 2, 2}) - : type(type), ne(ne), nr(nr) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * target = ggml_new_tensor_4d(ctx, type, ne[0]*nr[0], ne[1]*nr[1], ne[2]*nr[2], ne[3]*nr[3]); - ggml_tensor * src = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_repeat(ctx, src, target); - return out; - } -}; - -// GGML_OP_DUP -struct test_dup : public test_case { - const ggml_type type; - const std::array ne; - const std::array permute; - bool _use_permute; - - std::string vars() override { - std::string v = VARS_TO_STR2(type, ne); - if (_use_permute) v += "," + VAR_TO_STR(permute); - return v; - } - - test_dup(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 1}, - std::array permute = {0, 0, 0, 0}) - : type(type), ne(ne), permute(permute), - _use_permute(permute[0] + permute[1] + permute[2] + permute[3] > 0) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * src = ggml_new_tensor(ctx, type, 4, ne.data()); - if (_use_permute) { - src = ggml_permute(ctx, src, permute[0], permute[1], permute[2], permute[3]); - } - ggml_tensor * out = ggml_dup(ctx, src); - return out; - } -}; - -// GGML_OP_CPY -struct test_cpy : public test_case { - const ggml_type type_src; - const ggml_type type_dst; - const std::array ne; - - std::string vars() override { - return VARS_TO_STR3(type_src, type_dst, ne); - } - - size_t op_size(ggml_tensor * t) override { - return ggml_nbytes(t) + ggml_nbytes(t->src[0]); - } - - test_cpy(ggml_type type_src = GGML_TYPE_F32, ggml_type type_dst = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 1}) - : type_src(type_src), type_dst(type_dst), ne(ne) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * src = ggml_new_tensor(ctx, type_src, 4, ne.data()); - ggml_tensor * dst = ggml_new_tensor(ctx, type_dst, 4, ne.data()); - ggml_tensor * out = ggml_cpy(ctx, src, dst); - return out; - } -}; - -// GGML_OP_CONT -struct test_cont : public test_case { - const ggml_type type; - const std::array ne; - - std::string vars() override { - return VARS_TO_STR2(type, ne); - } - - test_cont(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 1}) - : type(type), ne(ne) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * src = ggml_new_tensor(ctx, type, 4, ne.data()); - src = ggml_transpose(ctx, src); - ggml_tensor * out = ggml_cont(ctx, src); - - return out; - } -}; - -// GGML_OP_ADD -// GGML_OP_MUL -// GGML_OP_DIV -struct test_bin_bcast : public test_case { - using op_t = ggml_tensor * (*) (ggml_context *, ggml_tensor *, ggml_tensor *); - op_t op; - const ggml_type type; - const std::array ne; - const std::array nr; - - std::string vars() override { - return VARS_TO_STR3(type, ne, nr); - } - - size_t op_size(ggml_tensor * t) override { - return ggml_nbytes(t) * 3; - } - - test_bin_bcast(op_t op, ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 1, 1}, - std::array nr = {1, 2, 1, 1}) - : op(op), type(type), ne(ne), nr(nr) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor_4d(ctx, type, ne[0]*nr[0], ne[1]*nr[1], ne[2]*nr[2], ne[3]*nr[3]); - ggml_tensor * b = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = op(ctx, a, b); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (op == ggml_div) { - // avoid division by zero - init_tensor_uniform(t, 1.0f, 2.0f); - } else { - init_tensor_uniform(t); - } - } - } -}; - -// GGML_OP_SCALE -struct test_scale : public test_case { - const ggml_type type; - const std::array ne; - float scale; - - std::string vars() override { - return VARS_TO_STR3(type, ne, scale); - } - - test_scale(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - float scale = 2.0f) - : type(type), ne(ne), scale(scale) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_scale(ctx, a, scale); - return out; - } -}; - -// GGML_OP_NORM -struct test_norm : public test_case { - const ggml_type type; - const std::array ne; - float eps; - - std::string vars() override { - return VARS_TO_STR3(type, ne, eps); - } - - test_norm(ggml_type type = GGML_TYPE_F32, - std::array ne = {64, 10, 10, 10}, - float eps = 1e-6f) - : type(type), ne(ne), eps(eps) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_norm(ctx, a, eps); - return out; - } -}; - -// GGML_OP_RMS_NORM -struct test_rms_norm : public test_case { - const ggml_type type; - const std::array ne; - float eps; - - std::string vars() override { - return VARS_TO_STR3(type, ne, eps); - } - - test_rms_norm(ggml_type type = GGML_TYPE_F32, - std::array ne = {64, 10, 10, 10}, - float eps = 1e-6f) - : type(type), ne(ne), eps(eps) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_rms_norm(ctx, a, eps); - return out; - } -}; - -// GGML_OP_MUL_MAT -struct test_mul_mat : public test_case { - const ggml_type type_a; - const ggml_type type_b; - const int64_t m; - const int64_t n; - const int64_t k; - const std::array bs; // dims 3 and 4 - const std::array nr; // repeat in dims 3 and 4 - - std::string vars() override { - return VARS_TO_STR7(type_a, type_b, m, n, k, bs, nr); - } - - double max_nmse_err() override { - return 5e-4; - } - - size_t op_size(ggml_tensor * t) override { - size_t a = ggml_nbytes(t->src[0]) * n * nr[0] * nr[1]; - size_t b = ggml_nbytes(t->src[1]) * m; - size_t c = ggml_nbytes(t); - return a + b + c; - - GGML_UNUSED(t); - } - - test_mul_mat(ggml_type type_a = GGML_TYPE_F32, ggml_type type_b = GGML_TYPE_F32, - int64_t m = 32, int64_t n = 32, int64_t k = 32, - std::array bs = {10, 10}, - std::array nr = {2, 2}) - : type_a(type_a), type_b(type_b), m(m), n(n), k(k), bs(bs), nr(nr) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - // C^T = A * B^T: (k, m) * (k, n) => (m, n) - ggml_tensor * a = ggml_new_tensor_4d(ctx, type_a, k, m, bs[0] , bs[1]); - ggml_tensor * b = ggml_new_tensor_4d(ctx, type_b, k, n, bs[0]*nr[0], bs[1]*nr[1]); - ggml_tensor * out = ggml_mul_mat(ctx, a, b); - return out; - } -}; - -// GGML_OP_MUL_MAT_ID -struct test_mul_mat_id : public test_case { - const ggml_type type_a; - const ggml_type type_b; - const int n_mats; - const int id; - const int64_t m; - const int64_t n; - const int64_t k; - const bool v; // view (non-contiguous ids) - - std::string vars() override { - return VARS_TO_STR8(type_a, type_b, n_mats, id, m, n, k, v); - } - - double max_nmse_err() override { - return 5e-4; - } - - size_t op_size(ggml_tensor * t) override { - size_t a = ggml_nbytes(t->src[2]) * n; - size_t b = ggml_nbytes(t->src[1]) * m; - size_t c = ggml_nbytes(t); - return a + b + c; - - GGML_UNUSED(t); - } - - test_mul_mat_id(ggml_type type_a = GGML_TYPE_F32, ggml_type type_b = GGML_TYPE_F32, - int n_mats = 2, int id = 0, - int64_t m = 32, int64_t n = 32, int64_t k = 32, bool v = false) - : type_a(type_a), type_b(type_b), n_mats(n_mats), id(id), - m(m), n(n), k(k), v(v) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - // C^T = A * B^T: (k, m) * (k, n) => (m, n) - std::vector mats; - for (int i = 0; i < n_mats; i++) { - ggml_tensor * a = ggml_new_tensor_2d(ctx, type_a, k, m); - mats.push_back(a); - } - ggml_tensor * ids = ggml_new_tensor_2d(ctx, GGML_TYPE_I32, n_mats, n); - if (v) { - ids = ggml_view_2d(ctx, ids, n_mats/2, ids->ne[1], ids->nb[1], 0); - } - ggml_tensor * b = ggml_new_tensor_2d(ctx, type_b, k, n); - ggml_tensor * out = ggml_mul_mat_id(ctx, mats.data(), n_mats, ids, v ? id/2 : id, b); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - std::random_device rd; - std::default_random_engine rng(rd()); - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (t->type == GGML_TYPE_I32) { - if (ggml_is_view_op(t->op)) { continue; } - // ids - for (int64_t r = 0; r < ggml_nrows(t); r++) { - std::vector data(t->ne[0]); - for (int i = 0; i < t->ne[0]; i++) { - data[i] = i % n_mats; - } - std::shuffle(data.begin(), data.end(), rng); - ggml_backend_tensor_set(t, data.data(), r * t->nb[1], t->ne[0] * sizeof(int32_t)); - } - } else { - init_tensor_uniform(t); - } - } - } -}; - -// GGML_OP_SQR -struct test_sqr : public test_case { - const ggml_type type; - const std::array ne; - - std::string vars() override { - return VARS_TO_STR2(type, ne); - } - - test_sqr(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}) - : type(type), ne(ne) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_sqr(ctx, a); - return out; - } -}; - -// GGML_OP_CLAMP -struct test_clamp : public test_case { - const ggml_type type; - const std::array ne; - float min; - float max; - - std::string vars() override { - return VARS_TO_STR4(type, ne, min, max); - } - - test_clamp(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - float min = -0.5f, float max = 0.5f) - : type(type), ne(ne), min(min), max(max) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_clamp(ctx, a, min, max); - return out; - } -}; - -// GGML_OP_DIAG_MASK_INF -struct test_diag_mask_inf : public test_case { - const ggml_type type; - const std::array ne; - const int n_past; - - std::string vars() override { - return VARS_TO_STR3(type, ne, n_past); - } - - test_diag_mask_inf(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - int n_past = 5) - : type(type), ne(ne), n_past(n_past) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_diag_mask_inf(ctx, a, n_past); - return out; - } -}; - -// GGML_OP_SOFT_MAX -struct test_soft_max : public test_case { - const ggml_type type; - const std::array ne; - const float scale; - const bool mask; - - std::string vars() override { - return VARS_TO_STR4(type, ne, scale, mask); - } - - test_soft_max(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - float scale = 1.0f, - bool mask = false) - : type(type), ne(ne), scale(scale), mask(mask) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * b = nullptr; - if (mask) { b = ggml_new_tensor_2d(ctx, type, ne[0], ne[1]); } - ggml_tensor * out = ggml_soft_max_ext(ctx, a, b, scale); - return out; - } -}; - -// GGML_OP_ROPE -struct test_rope : public test_case { - const ggml_type type; - const std::array ne; - int n_dims; - int mode; - int n_ctx; - - std::string vars() override { - return VARS_TO_STR5(type, ne, n_dims, mode, n_ctx); - } - - test_rope(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 1}, - int n_dims = 10, int mode = 0, int n_ctx = 512) - : type(type), ne(ne), n_dims(n_dims), mode(mode), n_ctx(n_ctx) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * pos = ggml_new_tensor_1d(ctx, GGML_TYPE_I32, ne[2]); - ggml_tensor * out = ggml_rope(ctx, a, pos, n_dims, mode, n_ctx); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (t->type == GGML_TYPE_I32) { - // pos - std::vector data(ne[2]); - for (int i = 0; i < ne[2]; i++) { - data[i] = rand() % n_ctx; - } - ggml_backend_tensor_set(t, data.data(), 0, ne[2] * sizeof(int)); - } else { - init_tensor_uniform(t); - } - } - } -}; - -// GGML_OP_ALIBI -struct test_alibi : public test_case { - const ggml_type type; - const std::array ne; - int n_past; - int n_head; - float bias_max; - - std::string vars() override { - return VARS_TO_STR5(type, ne, n_past, n_head, bias_max); - } - - test_alibi(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - int n_past = 512, int n_head = 10, float bias_max = 0.5f) - : type(type), ne(ne), n_past(n_past), n_head(n_head), bias_max(bias_max) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_alibi(ctx, a, n_past, n_head, bias_max); - return out; - } -}; - -// GGML_OP_POOL2D -struct test_pool2d : public test_case { - enum ggml_op_pool pool_type; - const ggml_type type_input; - const std::array ne_input; - // kernel size - const int k0; - const int k1; - // stride - const int s0; - const int s1; - // padding - const int p0; - const int p1; - - std::string vars() override { - return VARS_TO_STR9(pool_type, type_input, ne_input, k0, k1, s0, s1, p0, p1); - } - - test_pool2d(ggml_op_pool pool_type = GGML_OP_POOL_AVG, - ggml_type type_input = GGML_TYPE_F32, - std::array ne_input = {10, 10, 3, 1}, // [input_width, input_height, input_channels, 1] - int k0 = 3, int k1 = 3, - int s0 = 1, int s1 = 1, - int p0 = 1, int p1 = 1) - : pool_type(pool_type), type_input(type_input), ne_input(ne_input), k0(k0), k1(k1), s0(s0), s1(s1), p0(p0), p1(p1) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * input = ggml_new_tensor(ctx, type_input, 4, ne_input.data()); - ggml_tensor * out = ggml_pool_2d(ctx, input, pool_type, k0, k1, s0, s1, p0, p1); - return out; - } -}; - -// GGML_OP_IM2COL -struct test_im2col : public test_case { - const ggml_type type_input; - const ggml_type type_kernel; - const ggml_type dst_type; - const std::array ne_input; - const std::array ne_kernel; - // stride - const int s0; - const int s1; - // padding - const int p0; - const int p1; - // dilatation - const int d0; - const int d1; - // mode - const bool is_2D; - - std::string vars() override { - return VARS_TO_STR12(type_input, type_kernel, dst_type, ne_input, ne_kernel, s0, s1, p0, p1, d0, d1, is_2D); - } - - test_im2col(ggml_type type_input = GGML_TYPE_F32, ggml_type type_kernel = GGML_TYPE_F16, ggml_type dst_type = GGML_TYPE_F32, - std::array ne_input = {10, 10, 3, 1}, // [input_width, input_height, input_channels, 1] - std::array ne_kernel = {3, 3, 3, 1}, // [kernel_width, kernel_height, input_channels, 1] - int s0 = 1, int s1 = 1, - int p0 = 1, int p1 = 1, - int d0 = 1, int d1 = 1, - bool is_2D = true) - : type_input(type_input), type_kernel(type_kernel), dst_type(dst_type), ne_input(ne_input), ne_kernel(ne_kernel), s0(s0), s1(s1), p0(p0), p1(p1), d0(d0), d1(d1), is_2D(is_2D) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * input = ggml_new_tensor(ctx, type_input, 4, ne_input.data()); - ggml_tensor * kernel = ggml_new_tensor(ctx, type_kernel, 4, ne_kernel.data()); - ggml_tensor * out = ggml_im2col(ctx, kernel, input, s0, s1, p0, p1, d0, d1, is_2D, dst_type); - return out; - } -}; - -// GGML_OP_CONCAT -struct test_concat : public test_case { - const ggml_type type; - const std::array ne; - const int64_t b_ne2; - - std::string vars() override { - return VARS_TO_STR3(type, ne, b_ne2); - } - - test_concat(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}, - int64_t b_ne2 = 10) - : type(type), ne(ne), b_ne2(b_ne2) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * b = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], b_ne2, ne[3]); - ggml_tensor * out = ggml_concat(ctx, a, b); - return out; - } -}; - -// GGML_OP_ARGSORT -struct test_argsort : public test_case { - const ggml_type type; - const std::array ne; - ggml_sort_order order; - - std::string vars() override { - return VARS_TO_STR3(type, ne, order); - } - - test_argsort(ggml_type type = GGML_TYPE_F32, - std::array ne = {16, 10, 10, 10}, - ggml_sort_order order = GGML_SORT_ASC) - : type(type), ne(ne), order(order) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_argsort(ctx, a, order); - return out; - } - - void initialize_tensors(ggml_context * ctx) override { - std::random_device rd; - std::default_random_engine rng(rd()); - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (t->type == GGML_TYPE_I32) { - // indices - std::vector data(ggml_nelements(t)); - for (int i = 0; i < ggml_nelements(t); i++) { - data[i] = rand(); - } - std::shuffle(data.begin(), data.end(), rng); - ggml_backend_tensor_set(t, data.data(), 0, ne[0]*ne[1]*ne[2]*ne[3] * sizeof(int)); - } else if (t->type == GGML_TYPE_F32) { - // initialize with unique values to avoid ties - for (int64_t r = 0; r < ggml_nrows(t); r++) { - std::vector data(t->ne[0]); - for (int i = 0; i < t->ne[0]; i++) { - data[i] = i; - } - std::shuffle(data.begin(), data.end(), rng); - ggml_backend_tensor_set(t, data.data(), r * t->nb[1], t->ne[0] * sizeof(float)); - } - } else { - GGML_ASSERT(false); - } - } - } -}; - -// GGML_OP_SUM_ROWS -struct test_sum_rows : public test_case { - const ggml_type type; - const std::array ne; - - std::string vars() override { - return VARS_TO_STR2(type, ne); - } - - test_sum_rows(ggml_type type = GGML_TYPE_F32, - std::array ne = {10, 10, 10, 10}) - : type(type), ne(ne) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_sum_rows(ctx, a); - return out; - } -}; - -// GGML_OP_UPSCALE -struct test_upscale : public test_case { - const ggml_type type; - const std::array ne; - const int32_t scale_factor; - - std::string vars() override { - return VARS_TO_STR3(type, ne, scale_factor); - } - - test_upscale(ggml_type type = GGML_TYPE_F32, - std::array ne = {512, 512, 3, 1}, - int32_t scale_factor = 2) - : type(type), ne(ne), scale_factor(scale_factor) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_upscale(ctx, a, scale_factor); - return out; - } -}; - -// GGML_OP_GROUP_NORM -struct test_group_norm : public test_case { - const ggml_type type; - const std::array ne; - const int32_t num_groups; - - std::string vars() override { - return VARS_TO_STR3(type, ne, num_groups); - } - - test_group_norm(ggml_type type = GGML_TYPE_F32, - std::array ne = {64, 64, 320, 1}, - int32_t num_groups = 32) - : type(type), ne(ne), num_groups(num_groups) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data()); - ggml_tensor * out = ggml_group_norm(ctx, a, num_groups); - return out; - } -}; - -// GGML_OP_ACC -struct test_acc : public test_case { - const ggml_type type; - const std::array ne_a; - const std::array ne_b; - - std::string vars() override { - return VARS_TO_STR3(type, ne_a, ne_b); - } - - test_acc(ggml_type type = GGML_TYPE_F32, - std::array ne_a = {1024, 577, 1, 1}, - std::array ne_b = {1024, 576, 1, 1}) - : type(type), ne_a(ne_a), ne_b(ne_b) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne_a.data()); - ggml_tensor * b = ggml_new_tensor(ctx, type, 4, ne_b.data()); - ggml_tensor * out = ggml_acc(ctx, a, b, a->nb[1], a->nb[2], a->nb[3], b->nb[1]); - return out; - } -}; - -// GGML_OP_PAD -struct test_pad : public test_case { - const ggml_type type; - const std::array ne_a; - const int pad_0; - const int pad_1; - - std::string vars() override { - return VARS_TO_STR4(type, ne_a, pad_0, pad_1); - } - - test_pad(ggml_type type = GGML_TYPE_F32, - std::array ne_a = {512, 512, 1, 1}, - int pad_0 = 1, int pad_1 = 1) - : type(type), ne_a(ne_a), pad_0(pad_0), pad_1(pad_1) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne_a.data()); - ggml_tensor * out = ggml_pad(ctx, a, pad_0, pad_1, 0, 0); - return out; - } -}; - -// GGML_OP_LEAKY_RELU -struct test_leaky_relu : public test_case { - const ggml_type type; - const std::array ne_a; - const float negative_slope; - - std::string vars() override { - return VARS_TO_STR3(type, ne_a, negative_slope); - } - - test_leaky_relu(ggml_type type = GGML_TYPE_F32, - std::array ne_a = {10, 10, 10, 10}, - float negative_slope = 0.1f) - : type(type), ne_a(ne_a), negative_slope(negative_slope) {} - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne_a.data()); - ggml_tensor * out = ggml_leaky_relu(ctx, a, negative_slope, true); - return out; - } -}; - -// Mixtral MOE -struct test_moe : public test_case { - const int n_experts; - const int n_experts_per_tok; - const int n_tokens; - const int n_embd; - const int n_ff; - - std::string op_desc(ggml_tensor * t) override { - return "MOE"; - - GGML_UNUSED(t); - } - - std::string vars() override { - return VARS_TO_STR5(n_experts, n_experts_per_tok, n_tokens, n_embd, n_ff); - } - - test_moe(int n_experts = 8, int n_experts_per_tok = 2, int n_tokens = 1, int n_embd = 4096, int n_ff = 14336) - : n_experts(n_experts), n_experts_per_tok(n_experts_per_tok), n_tokens(n_tokens), n_embd(n_embd), n_ff(n_ff) { - } - - ggml_tensor * build_graph(ggml_context * ctx) override { - ggml_tensor * ffn_gate_inp = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, n_experts); - - std::vector ffn_up_exp(n_experts); - std::vector ffn_gate_exp(n_experts); - std::vector ffn_down_exp(n_experts); - - for (int i = 0; i < n_experts; ++i) { - ffn_up_exp[i] = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, n_ff); - ffn_gate_exp[i] = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, n_ff); - ffn_down_exp[i] = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_ff, n_embd); - } - - ggml_tensor * cur = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, n_tokens); - - ggml_tensor * logits = ggml_mul_mat(ctx, ffn_gate_inp, cur); - ggml_tensor * probs = ggml_soft_max_ext(ctx, logits, nullptr, 1.0f/sqrtf(n_embd)); - - // select experts - ggml_tensor * selected_experts = ggml_top_k(ctx, probs, n_experts_per_tok); - - ggml_tensor * weights = ggml_get_rows(ctx, - ggml_reshape_3d(ctx, probs, 1, n_experts, n_tokens), selected_experts); - - weights = ggml_reshape_2d(ctx, weights, n_experts_per_tok, n_tokens); - - ggml_tensor * weights_sum = ggml_sum_rows(ctx, weights); - - weights = ggml_div(ctx, weights, weights_sum); - - // compute expert outputs - ggml_tensor * moe_out = nullptr; - - for (int i = 0; i < n_experts_per_tok; ++i) { - ggml_tensor * cur_expert; - - ggml_tensor * cur_up = ggml_mul_mat_id(ctx, ffn_up_exp.data(), n_experts, selected_experts, i, cur); - - ggml_tensor * cur_gate = ggml_mul_mat_id(ctx, ffn_gate_exp.data(), n_experts, selected_experts, i, cur); - - cur_gate = ggml_silu(ctx, cur_gate); - - cur_expert = ggml_mul(ctx, cur_up, cur_gate); - - cur_expert = ggml_mul_mat_id(ctx, ffn_down_exp.data(), n_experts, selected_experts, i, cur_expert); - - cur_expert = ggml_mul(ctx, cur_expert, - ggml_view_2d(ctx, weights, 1, n_tokens, weights->nb[1], i*weights->nb[0])); - - if (i == 0) { - moe_out = cur_expert; - } else { - moe_out = ggml_add(ctx, moe_out, cur_expert); - } - } - - cur = moe_out; - - return cur; - } -}; - - -enum llm_norm_type { - LLM_NORM, - LLM_NORM_RMS, -}; - -struct llama_hparams { - uint32_t n_vocab; - uint32_t n_embd; - uint32_t n_head; - uint32_t n_head_kv; - static constexpr uint32_t n_layer = 1; - uint32_t n_rot; - uint32_t n_embd_head; // dimension of values (d_v) - uint32_t n_ff; - - float f_norm_eps; - float f_norm_rms_eps; - - // cparams - static constexpr uint32_t n_ctx = 512; // user-specified context size - static constexpr uint32_t n_orig_ctx = n_ctx; - - // batch - int32_t n_tokens; - - // llm_build_context - static constexpr int32_t n_kv = 32; // size of KV cache to consider (n_kv <= n_ctx - static constexpr int32_t kv_head = 1; // index of where we store new KV data in the cache - - uint32_t n_embd_gqa() const { // dimension of key embeddings across all k-v heads - return n_embd_head * n_head_kv; - } -}; - -// LLM base class -struct test_llm : public test_case { - llama_hparams hp; - -protected: - test_llm(llama_hparams hp) - : hp(std::move(hp)) { - } - -public: - struct ggml_tensor * llm_build_norm( - struct ggml_context * ctx, - struct ggml_tensor * cur, - struct ggml_tensor * mw, - struct ggml_tensor * mb, - llm_norm_type type) { - switch (type) { - case LLM_NORM: cur = ggml_norm (ctx, cur, hp.f_norm_eps); break; - case LLM_NORM_RMS: cur = ggml_rms_norm(ctx, cur, hp.f_norm_rms_eps); break; - } - cur = ggml_mul(ctx, cur, mw); - if (mb) { - cur = ggml_add(ctx, cur, mb); - } - return cur; - } - - void llm_build_kv_store( - struct ggml_context * ctx, - struct ggml_tensor * k_l, - struct ggml_tensor * v_l, - struct ggml_tensor * k_cur, - struct ggml_tensor * v_cur) { - // compute the transposed [n_tokens, n_embd] V matrix - struct ggml_tensor * v_cur_t = ggml_transpose(ctx, ggml_reshape_2d(ctx, v_cur, hp.n_embd_gqa(), hp.n_tokens)); - - struct ggml_tensor * k_cache_view = ggml_view_1d(ctx, k_l, hp.n_tokens*hp.n_embd_gqa(), - (ggml_row_size(k_l->type, hp.n_embd_gqa()))*hp.kv_head); - - struct ggml_tensor * v_cache_view = ggml_view_2d(ctx, v_l, hp.n_tokens, hp.n_embd_gqa(), - ( hp.n_ctx)*ggml_element_size(v_l), - (hp.kv_head)*ggml_element_size(v_l)); - - // important: storing RoPE-ed version of K in the KV cache! - ggml_cpy(ctx, k_cur, k_cache_view); - ggml_cpy(ctx, v_cur_t, v_cache_view); - } - - // if max_alibi_bias > 0 then apply ALiBi - struct ggml_tensor * llm_build_kqv( - struct ggml_context * ctx, - struct ggml_tensor * k_l, - struct ggml_tensor * v_l, - struct ggml_tensor * q_cur, - struct ggml_tensor * kq_mask, - float kq_scale) { - struct ggml_tensor * q = ggml_permute(ctx, q_cur, 0, 2, 1, 3); - - struct ggml_tensor * k = - ggml_view_3d(ctx, k_l, - hp.n_embd_head, hp.n_kv, hp.n_head_kv, - ggml_row_size(k_l->type, hp.n_embd_gqa()), - ggml_row_size(k_l->type, hp.n_embd_head), - 0); - - struct ggml_tensor * kq = ggml_mul_mat(ctx, k, q); - - kq = ggml_soft_max_ext(ctx, kq, kq_mask, kq_scale); - - // split cached v into n_head heads - struct ggml_tensor * v = - ggml_view_3d(ctx, v_l, - hp.n_kv, hp.n_embd_head, hp.n_head_kv, - ggml_element_size(v_l)*hp.n_ctx, - ggml_element_size(v_l)*hp.n_ctx*hp.n_embd_head, - 0); - - struct ggml_tensor * kqv = ggml_mul_mat(ctx, v, kq); - - struct ggml_tensor * kqv_merged = ggml_permute(ctx, kqv, 0, 2, 1, 3); - - struct ggml_tensor * cur = ggml_cont_2d(ctx, kqv_merged, hp.n_embd_head*hp.n_head, hp.n_tokens); - - struct ggml_tensor * wo = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_embd); - cur = ggml_mul_mat(ctx, wo, cur); - - return cur; - } - - void initialize_tensors(ggml_context * ctx) override { - for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) { - if (t->type == GGML_TYPE_I32) { - // pos - std::vector data(hp.n_tokens); - for (int i = 0; i < hp.n_tokens; i++) { - data[i] = rand() % hp.n_ctx; - } - ggml_backend_tensor_set(t, data.data(), 0, hp.n_tokens * sizeof(int)); - } else { - init_tensor_uniform(t); - } - } - } -}; - - -// Llama -struct test_llama : public test_llm { - static constexpr float freq_base = 10000.0f; - static constexpr float freq_scale = 1.0f; - static constexpr float ext_factor = 0.0f; - static constexpr float attn_factor = 1.0f; - static constexpr float beta_fast = 32.0f; - static constexpr float beta_slow = 1.0f; - - std::string op_desc(ggml_tensor * t) override { - GGML_UNUSED(t); - return "LLAMA"; - } - - std::string vars() override { - auto n_tokens = hp.n_tokens; - return VARS_TO_STR1(n_tokens); - } - - double max_nmse_err() override { - return 2e-3; - } - - test_llama(int n_tokens = 1) - : test_llm({ - /*n_vocab =*/ 32000, - /*n_embd =*/ 3200, - /*n_head =*/ 32, - /*n_head_kv =*/ 32, - /*n_rot =*/ 100, - /*n_embd_head =*/ 100, - /*n_ff =*/ 8640, - /*f_norm_eps =*/ 0.f, - /*f_norm_rms_eps =*/ 1e-5f, - /*n_tokens =*/ n_tokens, - }) { - } - - ggml_tensor * build_graph(ggml_context * ctx) override { - struct ggml_tensor * cur; - struct ggml_tensor * inpL; - - inpL = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, hp.n_embd, hp.n_tokens); - - // inp_pos - contains the positions - struct ggml_tensor * inp_pos = ggml_new_tensor_1d(ctx, GGML_TYPE_I32, hp.n_tokens); - - // KQ_mask (mask for 1 head, it will be broadcasted to all heads) - struct ggml_tensor * KQ_mask = ggml_new_tensor_3d(ctx, GGML_TYPE_F32, hp.n_kv, hp.n_tokens, 1); - - ggml_tensor * k_l = ggml_new_tensor_1d(ctx, GGML_TYPE_F16, 1638400); - ggml_tensor * v_l = ggml_new_tensor_1d(ctx, GGML_TYPE_F16, 1638400); - - for (uint32_t il = 0; il < hp.n_layer; ++il) { - struct ggml_tensor * inpSA = inpL; - - // norm - ggml_tensor * attn_norm = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - cur = llm_build_norm(ctx, inpL, attn_norm, nullptr, LLM_NORM_RMS); - - // self-attention - { - ggml_tensor * wq = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_embd); - ggml_tensor * wk = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_embd_gqa()); - ggml_tensor * wv = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_embd_gqa()); - - // compute Q and K and RoPE them - struct ggml_tensor * Qcur = ggml_mul_mat(ctx, wq, cur); - struct ggml_tensor * Kcur = ggml_mul_mat(ctx, wk, cur); - struct ggml_tensor * Vcur = ggml_mul_mat(ctx, wv, cur); - - Qcur = ggml_rope_custom( - ctx, ggml_reshape_3d(ctx, Qcur, hp.n_embd_head, hp.n_head, hp.n_tokens), inp_pos, - hp.n_rot, 0, 0, hp.n_orig_ctx, freq_base, freq_scale, - ext_factor, attn_factor, beta_fast, beta_slow - ); - - Kcur = ggml_rope_custom( - ctx, ggml_reshape_3d(ctx, Kcur, hp.n_embd_head, hp.n_head_kv, hp.n_tokens), inp_pos, - hp.n_rot, 0, 0, hp.n_orig_ctx, freq_base, freq_scale, - ext_factor, attn_factor, beta_fast, beta_slow - ); - - llm_build_kv_store(ctx, k_l, v_l, Kcur, Vcur); - - cur = llm_build_kqv(ctx, k_l, v_l, Qcur, KQ_mask, 1.0f/sqrtf(float(hp.n_embd_head))); - } - - struct ggml_tensor * ffn_inp = ggml_add(ctx, cur, inpSA); - - // feed-forward network - ggml_tensor * ffn_norm = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - cur = llm_build_norm(ctx, ffn_inp, ffn_norm, nullptr, LLM_NORM_RMS); - - ggml_tensor * ffn_gate = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_ff); - ggml_tensor * ffn_down = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_ff, hp.n_embd); - ggml_tensor * ffn_up = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_ff); - struct ggml_tensor * tmp = ggml_mul_mat(ctx, ffn_up, cur); - cur = ggml_mul_mat(ctx, ffn_gate, cur); - cur = ggml_silu(ctx, cur); - cur = ggml_mul(ctx, cur, tmp); - cur = ggml_mul_mat(ctx, ffn_down, cur); - - cur = ggml_add(ctx, cur, ffn_inp); - - // input for next layer - inpL = cur; - } - - cur = inpL; - - ggml_tensor * output_norm = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - cur = llm_build_norm(ctx, cur, output_norm, nullptr, LLM_NORM_RMS); - - // lm_head - ggml_tensor * output = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_vocab); - cur = ggml_mul_mat(ctx, output, cur); - - return cur; - } -}; - -// Falcon -struct test_falcon : public test_llm { - static constexpr float freq_base = 10000.0f; - static constexpr float freq_scale = 1.0f; - static constexpr float ext_factor = 0.0f; - static constexpr float attn_factor = 1.0f; - static constexpr float beta_fast = 32.0f; - static constexpr float beta_slow = 1.0f; - - std::string op_desc(ggml_tensor * t) override { - GGML_UNUSED(t); - return "FALCON"; - } - - std::string vars() override { - auto n_tokens = hp.n_tokens; - return VARS_TO_STR1(n_tokens); - } - - double max_nmse_err() override { - return 2e-3; - } - - test_falcon(int n_tokens = 1) - : test_llm({ - /*n_vocab =*/ 32000, - /*n_embd =*/ 3200, - /*n_head =*/ 50, - /*n_head_kv =*/ 1, - /*n_rot =*/ 64, - /*n_embd_head =*/ 64, - /*n_ff =*/ 8640, - /*f_norm_eps =*/ 1e-5f, - /*f_norm_rms_eps =*/ 0.f, - /*n_tokens =*/ n_tokens, - }) { - } - - ggml_tensor * build_graph(ggml_context * ctx) override { - struct ggml_tensor * cur; - struct ggml_tensor * inpL; - - inpL = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, hp.n_embd, hp.n_tokens); - - // inp_pos - contains the positions - struct ggml_tensor * inp_pos = ggml_new_tensor_1d(ctx, GGML_TYPE_I32, hp.n_tokens); - - // KQ_mask (mask for 1 head, it will be broadcasted to all heads) - struct ggml_tensor * KQ_mask = ggml_new_tensor_3d(ctx, GGML_TYPE_F32, hp.n_kv, hp.n_tokens, 1); - - ggml_tensor * k_l = ggml_new_tensor_1d(ctx, GGML_TYPE_F16, 1638400); - ggml_tensor * v_l = ggml_new_tensor_1d(ctx, GGML_TYPE_F16, 1638400); - - for (uint32_t il = 0; il < hp.n_layer; ++il) { - // norm - ggml_tensor * attn_norm_w = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - ggml_tensor * attn_norm_b = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - ggml_tensor * attn_norm = llm_build_norm(ctx, inpL, attn_norm_w, attn_norm_b, LLM_NORM); - - // self-attention - { - cur = attn_norm; - - ggml_tensor * wqkv = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_embd + 2*hp.n_embd_gqa()); - - cur = ggml_mul_mat(ctx, wqkv, cur); - - struct ggml_tensor * Qcur = ggml_cont(ctx, ggml_view_2d(ctx, cur, hp.n_embd, hp.n_tokens, cur->nb[1], 0*sizeof(float)*(hp.n_embd))); - struct ggml_tensor * Kcur = ggml_cont(ctx, ggml_view_2d(ctx, cur, hp.n_embd_gqa(), hp.n_tokens, cur->nb[1], 1*sizeof(float)*(hp.n_embd))); - struct ggml_tensor * Vcur = ggml_cont(ctx, ggml_view_2d(ctx, cur, hp.n_embd_gqa(), hp.n_tokens, cur->nb[1], 1*sizeof(float)*(hp.n_embd + hp.n_embd_gqa()))); - - Qcur = ggml_reshape_3d(ctx, Qcur, hp.n_embd_head, hp.n_head, hp.n_tokens); - Kcur = ggml_reshape_3d(ctx, Kcur, hp.n_embd_head, hp.n_head_kv, hp.n_tokens); - - // using mode = 2 for neox mode - Qcur = ggml_rope_custom( - ctx, Qcur, inp_pos, hp.n_rot, 2, 0, hp.n_orig_ctx, - freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow - ); - - Kcur = ggml_rope_custom( - ctx, Kcur, inp_pos, hp.n_rot, 2, 0, hp.n_orig_ctx, - freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow - ); - - llm_build_kv_store(ctx, k_l, v_l, Kcur, Vcur); - - cur = llm_build_kqv(ctx, k_l, v_l, Qcur, KQ_mask, 1.0f/sqrtf(float(hp.n_embd_head))); - } - - struct ggml_tensor * ffn_inp = cur; - - // feed forward - { - ggml_tensor * ffn_up = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_embd, hp.n_ff); - ggml_tensor * ffn_down = ggml_new_tensor_2d(ctx, GGML_TYPE_Q4_0, hp.n_ff, hp.n_embd); - cur = attn_norm; - cur = ggml_mul_mat(ctx, ffn_up, cur); - cur = ggml_gelu(ctx, cur); - cur = ggml_mul_mat(ctx, ffn_down, cur); - } - - cur = ggml_add(ctx, cur, ffn_inp); - - cur = ggml_add(ctx, cur, inpL); - - // input for next layer - inpL = cur; - } - - cur = inpL; - - ggml_tensor * output_norm = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - ggml_tensor * output_norm_b = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, hp.n_embd); - cur = llm_build_norm(ctx, cur, output_norm, output_norm_b, LLM_NORM); - - // lm_head - ggml_tensor * output = ggml_new_tensor_2d(ctx, GGML_TYPE_Q8_0, hp.n_embd, hp.n_vocab); - cur = ggml_mul_mat(ctx, output, cur); - - return cur; - } -}; - -static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op_name) { - std::vector> test_cases; - std::default_random_engine rng(0); - - const ggml_type all_types[] = { - GGML_TYPE_F32, GGML_TYPE_F16, - GGML_TYPE_Q4_0, GGML_TYPE_Q4_1, - GGML_TYPE_Q5_0, GGML_TYPE_Q5_1, - GGML_TYPE_Q8_0, - GGML_TYPE_Q2_K, GGML_TYPE_Q3_K, - GGML_TYPE_Q4_K, GGML_TYPE_Q5_K, - GGML_TYPE_Q6_K, - GGML_TYPE_IQ2_XXS, GGML_TYPE_IQ2_XS, - GGML_TYPE_IQ3_XXS, - }; - - // unary ops - for (int op = 0; op < GGML_UNARY_OP_COUNT; op++) { - test_cases.emplace_back(new test_unary((ggml_unary_op) op)); - } - - test_cases.emplace_back(new test_get_rows(GGML_TYPE_F32, 1, 8, 2, 1, false)); - for (ggml_type type : all_types) { - for (int b : {1, 7}) { - for (bool v : {false, true}) { - test_cases.emplace_back(new test_get_rows(type, 256, 5, 4, b, v)); - } - } - } - for (int b : {1, 7}) { - for (bool v : {false, true}) { - test_cases.emplace_back(new test_get_rows(GGML_TYPE_I32, 256, 5, 4, b, v)); - } - } - - for (ggml_type type_input : {GGML_TYPE_F32}) { - for (ggml_op_pool pool_type : {GGML_OP_POOL_AVG, GGML_OP_POOL_MAX}) { - for (int k0 : {1, 3}) { - for (int k1 : {1, 3}) { - for (int s0 : {1, 2}) { - for (int s1 : {1, 2}) { - for (int p0 : {0, 1}) { - for (int p1 : {0, 1}) { - test_cases.emplace_back(new test_pool2d(pool_type, type_input, {10, 10, 3, 1}, k0, k1, s0, s1, p0, p1)); - } - } - } - } - } - } - } - } - - test_cases.emplace_back(new test_im2col(GGML_TYPE_F32, GGML_TYPE_F16, GGML_TYPE_F32)); - test_cases.emplace_back(new test_im2col(GGML_TYPE_F32, GGML_TYPE_F16, GGML_TYPE_F16)); - - test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 1, 1, 1})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {2, 1, 1, 1})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 2, 1, 1})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 1, 2, 1})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_F32, {10, 10, 10, 10}, {1, 1, 1, 2})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_I32, {10, 10, 10, 10}, {2, 1, 1, 1})); - test_cases.emplace_back(new test_repeat(GGML_TYPE_I16, {10, 10, 10, 10}, {1, 1, 1, 2})); - - test_cases.emplace_back(new test_dup(GGML_TYPE_F32)); - test_cases.emplace_back(new test_dup(GGML_TYPE_F16)); - test_cases.emplace_back(new test_dup(GGML_TYPE_I32)); - test_cases.emplace_back(new test_dup(GGML_TYPE_I16)); - test_cases.emplace_back(new test_dup(GGML_TYPE_I16, {10, 8, 3, 1}, {0, 2, 1, 3})); - test_cases.emplace_back(new test_dup(GGML_TYPE_I16, {10, 8, 3, 1}, {1, 2, 0, 3})); - - for (ggml_type type_src : {GGML_TYPE_F16, GGML_TYPE_F32}) { - for (ggml_type type_dst : all_types) { - test_cases.emplace_back(new test_cpy(type_src, type_dst, {256, 4, 4, 4})); - } - } - - test_cases.emplace_back(new test_cont()); - - auto add_test_bin_bcast = [&](ggml_type type, std::array ne, std::array nr) { - for (auto op : {ggml_add, ggml_mul, ggml_div}) { - test_cases.emplace_back(new test_bin_bcast(op, type, ne, nr)); - } - }; - - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 8, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 1, 1}, {32, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 320, 320}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 1, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {2, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 2, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 1, 2, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 1, 1, 2}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 1, 2, 2}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {1, 2, 2, 2}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 10, 10, 10}, {2, 2, 2, 2}); - - // stable diffusion - add_test_bin_bcast(GGML_TYPE_F32, {1280, 1, 1, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1280, 1, 1, 1}, {1, 16, 16, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1280, 16, 16, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1280, 1, 1, 1}, {1, 256, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 1280, 1}, {16, 16, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {16, 16, 1280, 1}, {1, 1, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 1920, 1}, {16, 16, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 2560, 1}, {16, 16, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 1280, 1}, {32, 32, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 1920, 1}, {32, 32, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {1, 1, 640, 1}, {32, 32, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {5120, 1, 1, 1}, {1, 256, 1, 1}); - add_test_bin_bcast(GGML_TYPE_F32, {640, 1, 1, 1}, {1, 1, 1, 1}); - //add_test_bin_bcast(GGML_TYPE_F32, {3, 3, 2560, 1280}, {1, 1, 1, 1}); - //add_test_bin_bcast(GGML_TYPE_F32, {3, 3, 2560, 1280}, {2, 1, 1, 1}); - - test_cases.emplace_back(new test_scale()); - - for (float eps : {1e-6f, 1e-5f, 1e-3f, 1e-1f}) { - test_cases.emplace_back(new test_norm(GGML_TYPE_F32, {64, 10, 10, 10}, eps)); - test_cases.emplace_back(new test_rms_norm(GGML_TYPE_F32, {64, 10, 10, 10}, eps)); - } - - for (ggml_type type_a : all_types) { - for (ggml_type type_b : {GGML_TYPE_F32, GGML_TYPE_F16}) { - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, { 1, 1}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 1}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 1}, {2, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 10}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 10}, {2, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 10}, {1, 2})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 1, 256, {10, 10}, {2, 2})); - - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, { 1, 1}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 1}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 1}, {2, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 10}, {1, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 10}, {2, 1})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 10}, {1, 2})); - test_cases.emplace_back(new test_mul_mat(type_a, type_b, 16, 16, 256, {10, 10}, {2, 2})); - } - } - - for (ggml_type type_a : all_types) { - for (ggml_type type_b : {GGML_TYPE_F32 /*, GGML_TYPE_F16 */}) { - for (int n_mats : {2, 4, 8}) { - for (int id = 0; id < n_mats; id++) { - for (bool v : {false, true}) { - test_cases.emplace_back(new test_mul_mat_id(type_a, type_b, n_mats, id, 16, 16, 256, v)); - } - } - } - } - } - - test_cases.emplace_back(new test_sqr()); - test_cases.emplace_back(new test_clamp()); - - test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 1, 1}, 5)); - test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 10, 1}, 5)); - test_cases.emplace_back(new test_diag_mask_inf(GGML_TYPE_F32, {10, 10, 10, 10}, 5)); - - std::uniform_int_distribution<> dist_ne1(1, 50); - int exponent = 1; - while (exponent < (1 << 17)) { - std::uniform_int_distribution<> dist_ne0(exponent, 2*exponent); - - for (int n = 0; n < 10; ++n) { - int64_t ne0 = dist_ne0(rng); - int64_t ne1 = dist_ne1(rng); - test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {ne0, ne1, 1, 1})); - } - - exponent <<= 1; - } - - test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {16, 2, 32, 1}, 0.1f)); - test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {32, 2, 32, 1}, 0.1f, true)); - - for (ggml_type type : {GGML_TYPE_F32, GGML_TYPE_F16}) { - test_cases.emplace_back(new test_rope(type, {128, 32, 10, 1}, 128, 0, 512)); // llama 7B - test_cases.emplace_back(new test_rope(type, {128, 40, 10, 1}, 128, 0, 512)); // llama 13B - test_cases.emplace_back(new test_rope(type, {128, 52, 10, 1}, 128, 0, 512)); // llama 30B - test_cases.emplace_back(new test_rope(type, {128, 64, 10, 1}, 128, 0, 512)); // llama 65B - test_cases.emplace_back(new test_rope(type, { 64, 1, 10, 1}, 64, 2, 512)); // neox (falcon 7B) - test_cases.emplace_back(new test_rope(type, { 64, 71, 10, 1}, 64, 2, 512)); // neox (falcon 7B) - test_cases.emplace_back(new test_rope(type, { 64, 8, 10, 1}, 64, 2, 512)); // neox (falcon 40B) - test_cases.emplace_back(new test_rope(type, { 64, 128, 10, 1}, 64, 2, 512)); // neox (falcon 40B) - test_cases.emplace_back(new test_rope(type, { 80, 32, 10, 1}, 20, 2, 512)); // neox (stablelm) - test_cases.emplace_back(new test_rope(type, { 80, 32, 10, 1}, 32, 2, 512)); // neox (phi-2) - } - - test_cases.emplace_back(new test_alibi()); - test_cases.emplace_back(new test_concat(GGML_TYPE_F32)); - test_cases.emplace_back(new test_concat(GGML_TYPE_I32)); - - for (ggml_sort_order order : {GGML_SORT_ASC, GGML_SORT_DESC}) { - test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {8, 1, 1, 1}, order)); - test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {16, 10, 10, 10}, order)); - } - - test_cases.emplace_back(new test_sum_rows()); - test_cases.emplace_back(new test_upscale()); - test_cases.emplace_back(new test_group_norm()); - test_cases.emplace_back(new test_acc()); - test_cases.emplace_back(new test_pad()); - test_cases.emplace_back(new test_leaky_relu()); - - // these tests are disabled to save execution time, but they can be handy for debugging -#if 0 -#if !defined(__SANITIZE_THREAD__) - // FIXME: these tests use too much memory with thread sanitizer - test_cases.emplace_back(new test_moe(8, 2, 1, 4096, 8*1024)); - //test_cases.emplace_back(new test_moe(8, 2, 8, 4096, 14336)); -#endif - test_cases.emplace_back(new test_llama(1)); - test_cases.emplace_back(new test_llama(2)); - test_cases.emplace_back(new test_falcon(1)); - test_cases.emplace_back(new test_falcon(2)); -#endif - - // run tests - if (mode == MODE_TEST) { - ggml_backend_t backend_cpu = ggml_backend_cpu_init(); - - size_t n_ok = 0; - for (auto & test : test_cases) { - if (test->eval(backend, backend_cpu, op_name)) { - n_ok++; - } - } - printf(" %zu/%zu tests passed\n", n_ok, test_cases.size()); - - ggml_backend_free(backend_cpu); - - return n_ok == test_cases.size(); - } - - if (mode == MODE_PERF) { - for (auto & test : test_cases) { - test->eval_perf(backend, op_name); - } - return true; - } - - GGML_ASSERT(false); - return false; -} - -static void usage(char ** argv) { - printf("Usage: %s [mode] [-o op] [-b backend]\n", argv[0]); - printf(" valid modes are: test (compare with CPU backend for correctness) or perf (performance evaluation)\n"); - printf(" op names are as given by ggml_op_desc()\n"); -} - -int main(int argc, char ** argv) { - test_mode mode = MODE_TEST; - const char * op_name = NULL; - const char * backend = NULL; - - for (int i = 1; i < argc; i++) { - if (strcmp(argv[i], "test") == 0) { - mode = MODE_TEST; - } else if (strcmp(argv[i], "perf") == 0) { - mode = MODE_PERF; - } else if (strcmp(argv[i], "-o") == 0) { - if (i + 1 < argc) { - op_name = argv[++i]; - } else { - usage(argv); - return 1; - } - } else if (strcmp(argv[i], "-b") == 0) { - if (i + 1 < argc) { - backend = argv[++i]; - } else { - usage(argv); - return 1; - } - } else { - usage(argv); - return 1; - } - } - - // enumerate backends - printf("Testing %zu backends\n\n", ggml_backend_reg_get_count()); - - size_t n_ok = 0; - - for (size_t i = 0; i < ggml_backend_reg_get_count(); i++) { - printf("Backend %zu/%zu (%s)\n", i + 1, ggml_backend_reg_get_count(), ggml_backend_reg_get_name(i)); - - if (backend != NULL && strcmp(backend, ggml_backend_reg_get_name(i)) != 0) { - printf(" Skipping\n"); - n_ok++; - continue; - } - - ggml_backend_t backend = ggml_backend_reg_init_backend(i, NULL); - GGML_ASSERT(backend != NULL); - printf(" Backend name: %s\n", ggml_backend_name(backend)); - - bool ok = test_backend(backend, mode, op_name); - - printf(" Backend %s: ", ggml_backend_name(backend)); - if (ok) { - printf("\033[1;32mOK\033[0m\n"); - n_ok++; - } else { - printf("\033[1;31mFAIL\033[0m\n"); - } - - printf("\n"); - - ggml_backend_free(backend); - } - - printf("%zu/%zu backends passed\n", n_ok, ggml_backend_reg_get_count()); - - if (n_ok != ggml_backend_reg_get_count()) { - printf("\033[1;31mFAIL\033[0m\n"); - return 1; - } - - ggml_quantize_free(); - - printf("\033[1;32mOK\033[0m\n"); - return 0; -} diff --git a/tests/test-model-load-cancel.cpp b/tests/test-model-load-cancel.cpp deleted file mode 100644 index 858535c3c..000000000 --- a/tests/test-model-load-cancel.cpp +++ /dev/null @@ -1,27 +0,0 @@ -#include "llama.h" -#include "get-model.h" - -#include - -int main(int argc, char *argv[] ) { - auto * model_path = get_model_or_exit(argc, argv); - auto * file = fopen(model_path, "r"); - if (file == nullptr) { - fprintf(stderr, "no model at '%s' found\n", model_path); - return EXIT_FAILURE; - } - - fprintf(stderr, "using '%s'\n", model_path); - fclose(file); - - llama_backend_init(); - auto params = llama_model_params{}; - params.use_mmap = false; - params.progress_callback = [](float progress, void * ctx){ - (void) ctx; - return progress > 0.50; - }; - auto * model = llama_load_model_from_file(model_path, params); - llama_backend_free(); - return model == nullptr ? EXIT_SUCCESS : EXIT_FAILURE; -}

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