Instructions to use OpceanAI/qwenti-inference with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use OpceanAI/qwenti-inference with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="OpceanAI/qwenti-inference")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("OpceanAI/qwenti-inference")
model = AutoModelForCausalLM.from_pretrained("OpceanAI/qwenti-inference", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=256)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use OpceanAI/qwenti-inference with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "OpceanAI/qwenti-inference"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "OpceanAI/qwenti-inference",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/OpceanAI/qwenti-inference

SGLang

How to use OpceanAI/qwenti-inference with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "OpceanAI/qwenti-inference" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "OpceanAI/qwenti-inference",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "OpceanAI/qwenti-inference" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "OpceanAI/qwenti-inference",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use OpceanAI/qwenti-inference with Docker Model Runner:
```
docker model run hf.co/OpceanAI/qwenti-inference
```

qwenti-inference / scripts /vd2.S

OpceanAI

Model card, paper, figures, logs and scripts

2049fc8 verified 1 day ago

Raw History Blame Contribute Delete

16.7 kB

  .text
  .globl vk_8_init_scaled
vk_8_init_scaled:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
  lw t3, 48(t2)
  lw t4, 52(t2)
  lw t5, 56(t2)
  lw t6, 60(t2)
1:
  li a5, 0
  li a6, 0
  li a7, 0
  li t0, 0
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a5, t3, t4
  .insn r 0x0B, 5, 0, a5, t5, t6
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a6, t3, t4
  .insn r 0x0B, 5, 0, a6, t5, t6
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, a7, t3, t4
  .insn r 0x0B, 5, 0, a7, t5, t6
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  .insn r 0x0B, 5, 0, t0, t3, t4
  .insn r 0x0B, 5, 0, t0, t5, t6
  lw t1, 0(a3)
  mul a5, a5, t1
  mulh a5, a5, a4
  sw a5, 0(a0)
  lw t1, 4(a3)
  mul a6, a6, t1
  mulh a6, a6, a4
  sw a6, 4(a0)
  lw t1, 8(a3)
  mul a7, a7, t1
  mulh a7, a7, a4
  sw a7, 8(a0)
  lw t1, 12(a3)
  mul t0, t0, t1
  mulh t0, t0, a4
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 32
  addi a3, a3, 16
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_8_init_raw
vk_8_init_raw:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
  lw t3, 48(t2)
  lw t4, 52(t2)
  lw t5, 56(t2)
  lw t6, 60(t2)
1:
  li a5, 0
  li a6, 0
  li a7, 0
  li t0, 0
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a5, t3, t4
  .insn r 0x0B, 5, 0, a5, t5, t6
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a6, t3, t4
  .insn r 0x0B, 5, 0, a6, t5, t6
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, a7, t3, t4
  .insn r 0x0B, 5, 0, a7, t5, t6
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  .insn r 0x0B, 5, 0, t0, t3, t4
  .insn r 0x0B, 5, 0, t0, t5, t6
  sw a5, 0(a0)
  sw a6, 4(a0)
  sw a7, 8(a0)
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 32
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_8_acc_scaled
vk_8_acc_scaled:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
  lw t3, 48(t2)
  lw t4, 52(t2)
  lw t5, 56(t2)
  lw t6, 60(t2)
1:
  lw a5, 0(a0)
  lw a6, 4(a0)
  lw a7, 8(a0)
  lw t0, 12(a0)
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a5, t3, t4
  .insn r 0x0B, 5, 0, a5, t5, t6
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a6, t3, t4
  .insn r 0x0B, 5, 0, a6, t5, t6
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, a7, t3, t4
  .insn r 0x0B, 5, 0, a7, t5, t6
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  .insn r 0x0B, 5, 0, t0, t3, t4
  .insn r 0x0B, 5, 0, t0, t5, t6
  lw t1, 0(a3)
  mul a5, a5, t1
  mulh a5, a5, a4
  sw a5, 0(a0)
  lw t1, 4(a3)
  mul a6, a6, t1
  mulh a6, a6, a4
  sw a6, 4(a0)
  lw t1, 8(a3)
  mul a7, a7, t1
  mulh a7, a7, a4
  sw a7, 8(a0)
  lw t1, 12(a3)
  mul t0, t0, t1
  mulh t0, t0, a4
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 32
  addi a3, a3, 16
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_8_acc_raw
vk_8_acc_raw:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
  lw t3, 48(t2)
  lw t4, 52(t2)
  lw t5, 56(t2)
  lw t6, 60(t2)
1:
  lw a5, 0(a0)
  lw a6, 4(a0)
  lw a7, 8(a0)
  lw t0, 12(a0)
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a5, t3, t4
  .insn r 0x0B, 5, 0, a5, t5, t6
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a6, t3, t4
  .insn r 0x0B, 5, 0, a6, t5, t6
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, a7, t3, t4
  .insn r 0x0B, 5, 0, a7, t5, t6
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  .insn r 0x0B, 5, 0, t0, t3, t4
  .insn r 0x0B, 5, 0, t0, t5, t6
  sw a5, 0(a0)
  sw a6, 4(a0)
  sw a7, 8(a0)
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 32
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_6_init_scaled
vk_6_init_scaled:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
1:
  li a5, 0
  li a6, 0
  li a7, 0
  li t0, 0
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  lw t1, 0(a3)
  mul a5, a5, t1
  mulh a5, a5, a4
  sw a5, 0(a0)
  lw t1, 4(a3)
  mul a6, a6, t1
  mulh a6, a6, a4
  sw a6, 4(a0)
  lw t1, 8(a3)
  mul a7, a7, t1
  mulh a7, a7, a4
  sw a7, 8(a0)
  lw t1, 12(a3)
  mul t0, t0, t1
  mulh t0, t0, a4
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 24
  addi a3, a3, 16
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_6_init_raw
vk_6_init_raw:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
1:
  li a5, 0
  li a6, 0
  li a7, 0
  li t0, 0
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  sw a5, 0(a0)
  sw a6, 4(a0)
  sw a7, 8(a0)
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 24
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_6_acc_scaled
vk_6_acc_scaled:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
1:
  lw a5, 0(a0)
  lw a6, 4(a0)
  lw a7, 8(a0)
  lw t0, 12(a0)
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  lw t1, 0(a3)
  mul a5, a5, t1
  mulh a5, a5, a4
  sw a5, 0(a0)
  lw t1, 4(a3)
  mul a6, a6, t1
  mulh a6, a6, a4
  sw a6, 4(a0)
  lw t1, 8(a3)
  mul a7, a7, t1
  mulh a7, a7, a4
  sw a7, 8(a0)
  lw t1, 12(a3)
  mul t0, t0, t1
  mulh t0, t0, a4
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 24
  addi a3, a3, 16
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret
  .globl vk_6_acc_raw
vk_6_acc_raw:
  addi sp, sp, -48
  sw s0, 0(sp)
  sw s1, 4(sp)
  sw s2, 8(sp)
  sw s3, 12(sp)
  sw s4, 16(sp)
  sw s5, 20(sp)
  sw s6, 24(sp)
  sw s7, 28(sp)
  sw s8, 32(sp)
  sw s9, 36(sp)
  sw s10, 40(sp)
  sw s11, 44(sp)
  lui t2, %hi(vk_x)
  lw t2, %lo(vk_x)(t2)
  lw s0, 0(t2)
  lw s1, 4(t2)
  lw s2, 8(t2)
  lw s3, 12(t2)
  lw s4, 16(t2)
  lw s5, 20(t2)
  lw s6, 24(t2)
  lw s7, 28(t2)
  lw s8, 32(t2)
  lw s9, 36(t2)
  lw s10, 40(t2)
  lw s11, 44(t2)
1:
  lw a5, 0(a0)
  lw a6, 4(a0)
  lw a7, 8(a0)
  lw t0, 12(a0)
  srli t1, a1, 15
  .insn r 0x0B, 6, 1, zero, t1, zero
  slli t2, a1, 17
  srli t2, t2, 17
  .insn r 0x0B, 6, 0, zero, t2, zero
  .insn r 0x0B, 5, 0, a5, s0, s1
  .insn r 0x0B, 5, 0, a5, s2, s3
  .insn r 0x0B, 5, 0, a5, s4, s5
  .insn r 0x0B, 5, 0, a5, s6, s7
  .insn r 0x0B, 5, 0, a5, s8, s9
  .insn r 0x0B, 5, 0, a5, s10, s11
  .insn r 0x0B, 5, 0, a6, s0, s1
  .insn r 0x0B, 5, 0, a6, s2, s3
  .insn r 0x0B, 5, 0, a6, s4, s5
  .insn r 0x0B, 5, 0, a6, s6, s7
  .insn r 0x0B, 5, 0, a6, s8, s9
  .insn r 0x0B, 5, 0, a6, s10, s11
  .insn r 0x0B, 5, 0, a7, s0, s1
  .insn r 0x0B, 5, 0, a7, s2, s3
  .insn r 0x0B, 5, 0, a7, s4, s5
  .insn r 0x0B, 5, 0, a7, s6, s7
  .insn r 0x0B, 5, 0, a7, s8, s9
  .insn r 0x0B, 5, 0, a7, s10, s11
  .insn r 0x0B, 5, 0, t0, s0, s1
  .insn r 0x0B, 5, 0, t0, s2, s3
  .insn r 0x0B, 5, 0, t0, s4, s5
  .insn r 0x0B, 5, 0, t0, s6, s7
  .insn r 0x0B, 5, 0, t0, s8, s9
  .insn r 0x0B, 5, 0, t0, s10, s11
  sw a5, 0(a0)
  sw a6, 4(a0)
  sw a7, 8(a0)
  sw t0, 12(a0)
  addi a0, a0, 16
  addi a1, a1, 24
  addi a2, a2, -4
  bnez a2, 1b
  lw s0, 0(sp)
  lw s1, 4(sp)
  lw s2, 8(sp)
  lw s3, 12(sp)
  lw s4, 16(sp)
  lw s5, 20(sp)
  lw s6, 24(sp)
  lw s7, 28(sp)
  lw s8, 32(sp)
  lw s9, 36(sp)
  lw s10, 40(sp)
  lw s11, 44(sp)
  addi sp, sp, 48
  ret

	.text
	.globl vk_8_init_scaled
	vk_8_init_scaled:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	lw t3, 48(t2)
	lw t4, 52(t2)
	lw t5, 56(t2)
	lw t6, 60(t2)
	1:
	li a5, 0
	li a6, 0
	li a7, 0
	li t0, 0
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a5, t3, t4
	.insn r 0x0B, 5, 0, a5, t5, t6
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a6, t3, t4
	.insn r 0x0B, 5, 0, a6, t5, t6
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, a7, t3, t4
	.insn r 0x0B, 5, 0, a7, t5, t6
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	.insn r 0x0B, 5, 0, t0, t3, t4
	.insn r 0x0B, 5, 0, t0, t5, t6
	lw t1, 0(a3)
	mul a5, a5, t1
	mulh a5, a5, a4
	sw a5, 0(a0)
	lw t1, 4(a3)
	mul a6, a6, t1
	mulh a6, a6, a4
	sw a6, 4(a0)
	lw t1, 8(a3)
	mul a7, a7, t1
	mulh a7, a7, a4
	sw a7, 8(a0)
	lw t1, 12(a3)
	mul t0, t0, t1
	mulh t0, t0, a4
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 32
	addi a3, a3, 16
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_8_init_raw
	vk_8_init_raw:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	lw t3, 48(t2)
	lw t4, 52(t2)
	lw t5, 56(t2)
	lw t6, 60(t2)
	1:
	li a5, 0
	li a6, 0
	li a7, 0
	li t0, 0
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a5, t3, t4
	.insn r 0x0B, 5, 0, a5, t5, t6
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a6, t3, t4
	.insn r 0x0B, 5, 0, a6, t5, t6
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, a7, t3, t4
	.insn r 0x0B, 5, 0, a7, t5, t6
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	.insn r 0x0B, 5, 0, t0, t3, t4
	.insn r 0x0B, 5, 0, t0, t5, t6
	sw a5, 0(a0)
	sw a6, 4(a0)
	sw a7, 8(a0)
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 32
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_8_acc_scaled
	vk_8_acc_scaled:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	lw t3, 48(t2)
	lw t4, 52(t2)
	lw t5, 56(t2)
	lw t6, 60(t2)
	1:
	lw a5, 0(a0)
	lw a6, 4(a0)
	lw a7, 8(a0)
	lw t0, 12(a0)
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a5, t3, t4
	.insn r 0x0B, 5, 0, a5, t5, t6
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a6, t3, t4
	.insn r 0x0B, 5, 0, a6, t5, t6
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, a7, t3, t4
	.insn r 0x0B, 5, 0, a7, t5, t6
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	.insn r 0x0B, 5, 0, t0, t3, t4
	.insn r 0x0B, 5, 0, t0, t5, t6
	lw t1, 0(a3)
	mul a5, a5, t1
	mulh a5, a5, a4
	sw a5, 0(a0)
	lw t1, 4(a3)
	mul a6, a6, t1
	mulh a6, a6, a4
	sw a6, 4(a0)
	lw t1, 8(a3)
	mul a7, a7, t1
	mulh a7, a7, a4
	sw a7, 8(a0)
	lw t1, 12(a3)
	mul t0, t0, t1
	mulh t0, t0, a4
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 32
	addi a3, a3, 16
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_8_acc_raw
	vk_8_acc_raw:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	lw t3, 48(t2)
	lw t4, 52(t2)
	lw t5, 56(t2)
	lw t6, 60(t2)
	1:
	lw a5, 0(a0)
	lw a6, 4(a0)
	lw a7, 8(a0)
	lw t0, 12(a0)
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a5, t3, t4
	.insn r 0x0B, 5, 0, a5, t5, t6
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a6, t3, t4
	.insn r 0x0B, 5, 0, a6, t5, t6
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, a7, t3, t4
	.insn r 0x0B, 5, 0, a7, t5, t6
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	.insn r 0x0B, 5, 0, t0, t3, t4
	.insn r 0x0B, 5, 0, t0, t5, t6
	sw a5, 0(a0)
	sw a6, 4(a0)
	sw a7, 8(a0)
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 32
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_6_init_scaled
	vk_6_init_scaled:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	1:
	li a5, 0
	li a6, 0
	li a7, 0
	li t0, 0
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	lw t1, 0(a3)
	mul a5, a5, t1
	mulh a5, a5, a4
	sw a5, 0(a0)
	lw t1, 4(a3)
	mul a6, a6, t1
	mulh a6, a6, a4
	sw a6, 4(a0)
	lw t1, 8(a3)
	mul a7, a7, t1
	mulh a7, a7, a4
	sw a7, 8(a0)
	lw t1, 12(a3)
	mul t0, t0, t1
	mulh t0, t0, a4
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 24
	addi a3, a3, 16
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_6_init_raw
	vk_6_init_raw:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	1:
	li a5, 0
	li a6, 0
	li a7, 0
	li t0, 0
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	sw a5, 0(a0)
	sw a6, 4(a0)
	sw a7, 8(a0)
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 24
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_6_acc_scaled
	vk_6_acc_scaled:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	1:
	lw a5, 0(a0)
	lw a6, 4(a0)
	lw a7, 8(a0)
	lw t0, 12(a0)
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	lw t1, 0(a3)
	mul a5, a5, t1
	mulh a5, a5, a4
	sw a5, 0(a0)
	lw t1, 4(a3)
	mul a6, a6, t1
	mulh a6, a6, a4
	sw a6, 4(a0)
	lw t1, 8(a3)
	mul a7, a7, t1
	mulh a7, a7, a4
	sw a7, 8(a0)
	lw t1, 12(a3)
	mul t0, t0, t1
	mulh t0, t0, a4
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 24
	addi a3, a3, 16
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret
	.globl vk_6_acc_raw
	vk_6_acc_raw:
	addi sp, sp, -48
	sw s0, 0(sp)
	sw s1, 4(sp)
	sw s2, 8(sp)
	sw s3, 12(sp)
	sw s4, 16(sp)
	sw s5, 20(sp)
	sw s6, 24(sp)
	sw s7, 28(sp)
	sw s8, 32(sp)
	sw s9, 36(sp)
	sw s10, 40(sp)
	sw s11, 44(sp)
	lui t2, %hi(vk_x)
	lw t2, %lo(vk_x)(t2)
	lw s0, 0(t2)
	lw s1, 4(t2)
	lw s2, 8(t2)
	lw s3, 12(t2)
	lw s4, 16(t2)
	lw s5, 20(t2)
	lw s6, 24(t2)
	lw s7, 28(t2)
	lw s8, 32(t2)
	lw s9, 36(t2)
	lw s10, 40(t2)
	lw s11, 44(t2)
	1:
	lw a5, 0(a0)
	lw a6, 4(a0)
	lw a7, 8(a0)
	lw t0, 12(a0)
	srli t1, a1, 15
	.insn r 0x0B, 6, 1, zero, t1, zero
	slli t2, a1, 17
	srli t2, t2, 17
	.insn r 0x0B, 6, 0, zero, t2, zero
	.insn r 0x0B, 5, 0, a5, s0, s1
	.insn r 0x0B, 5, 0, a5, s2, s3
	.insn r 0x0B, 5, 0, a5, s4, s5
	.insn r 0x0B, 5, 0, a5, s6, s7
	.insn r 0x0B, 5, 0, a5, s8, s9
	.insn r 0x0B, 5, 0, a5, s10, s11
	.insn r 0x0B, 5, 0, a6, s0, s1
	.insn r 0x0B, 5, 0, a6, s2, s3
	.insn r 0x0B, 5, 0, a6, s4, s5
	.insn r 0x0B, 5, 0, a6, s6, s7
	.insn r 0x0B, 5, 0, a6, s8, s9
	.insn r 0x0B, 5, 0, a6, s10, s11
	.insn r 0x0B, 5, 0, a7, s0, s1
	.insn r 0x0B, 5, 0, a7, s2, s3
	.insn r 0x0B, 5, 0, a7, s4, s5
	.insn r 0x0B, 5, 0, a7, s6, s7
	.insn r 0x0B, 5, 0, a7, s8, s9
	.insn r 0x0B, 5, 0, a7, s10, s11
	.insn r 0x0B, 5, 0, t0, s0, s1
	.insn r 0x0B, 5, 0, t0, s2, s3
	.insn r 0x0B, 5, 0, t0, s4, s5
	.insn r 0x0B, 5, 0, t0, s6, s7
	.insn r 0x0B, 5, 0, t0, s8, s9
	.insn r 0x0B, 5, 0, t0, s10, s11
	sw a5, 0(a0)
	sw a6, 4(a0)
	sw a7, 8(a0)
	sw t0, 12(a0)
	addi a0, a0, 16
	addi a1, a1, 24
	addi a2, a2, -4
	bnez a2, 1b
	lw s0, 0(sp)
	lw s1, 4(sp)
	lw s2, 8(sp)
	lw s3, 12(sp)
	lw s4, 16(sp)
	lw s5, 20(sp)
	lw s6, 24(sp)
	lw s7, 28(sp)
	lw s8, 32(sp)
	lw s9, 36(sp)
	lw s10, 40(sp)
	lw s11, 44(sp)
	addi sp, sp, 48
	ret